warning: commands will be executed using /bin/sh
job 2220 at Mon Feb  3 21:54:00 2014
FileBase	/isis4/andresg/Achilles/Achilles151_10232013_reo/Achilles151_10232013_reo
ElecNo	7
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
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 188709 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
--- Clustering full data set of 188709 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 9891 members 
Mstep: Class 3 contains 9766 members 
Mstep: Class 4 contains 9892 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 9968 members 
Mstep: Class 8 contains 9811 members 
Mstep: Class 9 contains 9818 members 
Mstep: Class 10 contains 9920 members 
Mstep: Class 11 contains 9986 members 
Mstep: Class 12 contains 10029 members 
Mstep: Class 13 contains 9952 members 
Mstep: Class 14 contains 9803 members 
Mstep: Class 15 contains 10003 members 
Mstep: Class 16 contains 9832 members 
Mstep: Class 17 contains 9966 members 
Mstep: Class 18 contains 10013 members 
Mstep: Class 19 contains 9910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 55.520802 but Gain 552.732422
Score: -7820891.500000 Penalty: 9949.180664
Iteration 0F: 19 clusters Score -7820892 nChanged 178590
Entering Unmasked Mstep 
Mstep: Class 0 contains 2202 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2047 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 326 members 
Mstep: Class 5 contains 142303 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 5626 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 3782 members 
Mstep: Class 12 contains 590 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 13498 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 385.216980 but Gain 552.732422
Score: -9340536.000000 Penalty: 9396.448242
Iteration 1F: 18 clusters Score -9340536 nChanged 39925
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 1539 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 156742 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 9 contains 884 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 2606 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 14 contains 509 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 17 contains 4060 members 
Mstep: Class 18 contains 586 members 
Mstep: Class 19 contains 5890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 253.505020 but Gain 552.732422
Score: -9850311.000000 Penalty: 8843.715820
Iteration 2F: 17 clusters Score -9850311 nChanged 17569
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8291 members 
Mstep: Class 4 contains 624 members 
Mstep: Class 5 contains 151799 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 13 contains 7843 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 1469 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 5059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -9930012.000000 Penalty: 8843.715820
Iteration 3F: 17 clusters Score -9930012 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 9378 members 
Mstep: Class 4 contains 676 members 
Mstep: Class 5 contains 143281 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 8340 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 499 members 
Mstep: Class 11 contains 1527 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 10309 members 
Mstep: Class 14 contains 1038 members 
Mstep: Class 15 contains 1868 members 
Mstep: Class 17 contains 1877 members 
Mstep: Class 18 contains 631 members 
Mstep: Class 19 contains 3876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -9983649.000000 Penalty: 8843.715820
Iteration 4F: 17 clusters Score -9983649 nChanged 14156
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 134342 members 
Mstep: Class 6 contains 2316 members 
Mstep: Class 7 contains 17119 members 
Mstep: Class 9 contains 2489 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 1649 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 10320 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 3012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10029787.000000 Penalty: 8843.715820
Iteration 5F: 17 clusters Score -1.002979e+07 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10488 members 
Mstep: Class 4 contains 819 members 
Mstep: Class 5 contains 127105 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 25988 members 
Mstep: Class 9 contains 2015 members 
Mstep: Class 10 contains 625 members 
Mstep: Class 11 contains 1715 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 9293 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 664 members 
Mstep: Class 19 contains 2481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10059805.000000 Penalty: 8843.715820
Iteration 6F: 17 clusters Score -1.00598e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10809 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 122078 members 
Mstep: Class 6 contains 2139 members 
Mstep: Class 7 contains 31982 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 359 members 
Mstep: Class 13 contains 8771 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 2377 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 681 members 
Mstep: Class 19 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10074691.000000 Penalty: 8843.715820
Iteration 7Q: 17 clusters Score -1.007469e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11080 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 118759 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 9 contains 1016 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 1786 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 8788 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 710 members 
Mstep: Class 19 contains 1849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10081037.000000 Penalty: 8843.715820
Iteration 8Q: 17 clusters Score -1.008104e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 4 contains 868 members 
Mstep: Class 5 contains 116553 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 37256 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 682 members 
Mstep: Class 11 contains 1811 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 14 contains 930 members 
Mstep: Class 15 contains 2700 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 747 members 
Mstep: Class 19 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10083832.000000 Penalty: 8843.715820
Iteration 9Q: 17 clusters Score -1.008383e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 4 contains 873 members 
Mstep: Class 5 contains 114861 members 
Mstep: Class 6 contains 1980 members 
Mstep: Class 7 contains 38364 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 707 members 
Mstep: Class 11 contains 1812 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 8849 members 
Mstep: Class 14 contains 926 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10086275.000000 Penalty: 8843.715820
Iteration 10Q: 17 clusters Score -1.008628e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11667 members 
Mstep: Class 4 contains 873 members 
Mstep: Class 5 contains 113157 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 38992 members 
Mstep: Class 9 contains 622 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 1828 members 
Mstep: Class 12 contains 428 members 
Mstep: Class 13 contains 8866 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 17 contains 2271 members 
Mstep: Class 18 contains 797 members 
Mstep: Class 19 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10090834.000000 Penalty: 8843.715820
Iteration 11Q: 17 clusters Score -1.009083e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11801 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 110835 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 39220 members 
Mstep: Class 9 contains 622 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 1828 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 8877 members 
Mstep: Class 14 contains 919 members 
Mstep: Class 15 contains 5760 members 
Mstep: Class 17 contains 2453 members 
Mstep: Class 18 contains 813 members 
Mstep: Class 19 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10100225.000000 Penalty: 8843.715820
Iteration 12Q: 17 clusters Score -1.010022e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 108320 members 
Mstep: Class 6 contains 1865 members 
Mstep: Class 7 contains 39226 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 1830 members 
Mstep: Class 12 contains 473 members 
Mstep: Class 13 contains 8955 members 
Mstep: Class 14 contains 926 members 
Mstep: Class 15 contains 7970 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 819 members 
Mstep: Class 19 contains 1058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10109340.000000 Penalty: 8843.715820
Iteration 13Q: 17 clusters Score -1.010934e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11953 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 106952 members 
Mstep: Class 6 contains 1844 members 
Mstep: Class 7 contains 38962 members 
Mstep: Class 9 contains 703 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 1833 members 
Mstep: Class 12 contains 497 members 
Mstep: Class 13 contains 9096 members 
Mstep: Class 14 contains 932 members 
Mstep: Class 15 contains 9278 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 824 members 
Mstep: Class 19 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10113726.000000 Penalty: 8843.715820
Iteration 14Q: 17 clusters Score -1.011373e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12001 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 106352 members 
Mstep: Class 6 contains 1817 members 
Mstep: Class 7 contains 38639 members 
Mstep: Class 9 contains 724 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 9384 members 
Mstep: Class 14 contains 934 members 
Mstep: Class 15 contains 9843 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 19 contains 923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10116912.000000 Penalty: 8843.715820
Iteration 15Q: 17 clusters Score -1.011691e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12046 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 106089 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 38340 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 12 contains 548 members 
Mstep: Class 13 contains 9599 members 
Mstep: Class 14 contains 935 members 
Mstep: Class 15 contains 10195 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10118397.000000 Penalty: 8843.715820
Iteration 16Q: 17 clusters Score -1.01184e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12071 members 
Mstep: Class 4 contains 868 members 
Mstep: Class 5 contains 106007 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 38209 members 
Mstep: Class 9 contains 760 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 1841 members 
Mstep: Class 12 contains 566 members 
Mstep: Class 13 contains 9643 members 
Mstep: Class 14 contains 935 members 
Mstep: Class 15 contains 10356 members 
Mstep: Class 17 contains 2789 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10118631.000000 Penalty: 8843.715820
Iteration 17Q: 17 clusters Score -1.011863e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12081 members 
Mstep: Class 4 contains 866 members 
Mstep: Class 5 contains 105964 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 38165 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 1835 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 9629 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 10422 members 
Mstep: Class 17 contains 2821 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10118691.000000 Penalty: 8843.715820
Iteration 18Q: 17 clusters Score -1.011869e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12084 members 
Mstep: Class 4 contains 865 members 
Mstep: Class 5 contains 105934 members 
Mstep: Class 6 contains 1756 members 
Mstep: Class 7 contains 38145 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 1828 members 
Mstep: Class 12 contains 590 members 
Mstep: Class 13 contains 9606 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 10464 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10118759.000000 Penalty: 8843.715820
Iteration 19Q: 17 clusters Score -1.011876e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12097 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 105911 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 7 contains 38132 members 
Mstep: Class 9 contains 795 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 1822 members 
Mstep: Class 12 contains 600 members 
Mstep: Class 13 contains 9586 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 10489 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119340.000000 Penalty: 8843.715820
Iteration 20F: 17 clusters Score -1.011934e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12089 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 105849 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 38037 members 
Mstep: Class 9 contains 845 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 1817 members 
Mstep: Class 12 contains 649 members 
Mstep: Class 13 contains 9550 members 
Mstep: Class 14 contains 901 members 
Mstep: Class 15 contains 10624 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 18 contains 854 members 
Mstep: Class 19 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119568.000000 Penalty: 8843.715820
Iteration 21Q: 17 clusters Score -1.011957e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12091 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 105817 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 37986 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 1811 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 9511 members 
Mstep: Class 14 contains 891 members 
Mstep: Class 15 contains 10704 members 
Mstep: Class 17 contains 2891 members 
Mstep: Class 18 contains 860 members 
Mstep: Class 19 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119664.000000 Penalty: 8843.715820
Iteration 22Q: 17 clusters Score -1.011966e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12092 members 
Mstep: Class 4 contains 857 members 
Mstep: Class 5 contains 105799 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 37949 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 9477 members 
Mstep: Class 14 contains 880 members 
Mstep: Class 15 contains 10752 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119779.000000 Penalty: 8843.715820
Iteration 23Q: 17 clusters Score -1.011978e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12104 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 105793 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 37934 members 
Mstep: Class 9 contains 990 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 701 members 
Mstep: Class 13 contains 9427 members 
Mstep: Class 14 contains 873 members 
Mstep: Class 15 contains 10778 members 
Mstep: Class 17 contains 2902 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119846.000000 Penalty: 8843.715820
Iteration 24Q: 17 clusters Score -1.011985e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12110 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 105786 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 37934 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 1790 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 9372 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 15 contains 10799 members 
Mstep: Class 17 contains 2906 members 
Mstep: Class 18 contains 881 members 
Mstep: Class 19 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119883.000000 Penalty: 8843.715820
Iteration 25Q: 17 clusters Score -1.011988e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12115 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 105779 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 37932 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 9325 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 10816 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 883 members 
Mstep: Class 19 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119896.000000 Penalty: 8843.715820
Iteration 26Q: 17 clusters Score -1.01199e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12117 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 105775 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 37932 members 
Mstep: Class 9 contains 1090 members 
Mstep: Class 10 contains 790 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 9288 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 17 contains 2913 members 
Mstep: Class 18 contains 885 members 
Mstep: Class 19 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119915.000000 Penalty: 8843.715820
Iteration 27Q: 17 clusters Score -1.011992e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12124 members 
Mstep: Class 4 contains 857 members 
Mstep: Class 5 contains 105772 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 37937 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 786 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 13 contains 9269 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 10842 members 
Mstep: Class 17 contains 2914 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119927.000000 Penalty: 8843.715820
Iteration 28Q: 17 clusters Score -1.011993e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12120 members 
Mstep: Class 4 contains 857 members 
Mstep: Class 5 contains 105774 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 37943 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 9240 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 10849 members 
Mstep: Class 17 contains 2914 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119911.000000 Penalty: 8843.715820
Iteration 29Q: 17 clusters Score -1.011991e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12120 members 
Mstep: Class 4 contains 857 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 37942 members 
Mstep: Class 9 contains 1127 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 1773 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 17 contains 2914 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119920.000000 Penalty: 8843.715820
Iteration 30Q: 17 clusters Score -1.011992e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12124 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 37940 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 9220 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10856 members 
Mstep: Class 17 contains 2913 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119914.000000 Penalty: 8843.715820
Iteration 31Q: 17 clusters Score -1.011991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12130 members 
Mstep: Class 4 contains 854 members 
Mstep: Class 5 contains 105775 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 37940 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 9216 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10859 members 
Mstep: Class 17 contains 2913 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119906.000000 Penalty: 8843.715820
Iteration 32Q: 17 clusters Score -1.011991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12128 members 
Mstep: Class 4 contains 852 members 
Mstep: Class 5 contains 105776 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 37936 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 9214 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10865 members 
Mstep: Class 17 contains 2913 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119932.000000 Penalty: 8843.715820
Iteration 33Q: 17 clusters Score -1.011993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12125 members 
Mstep: Class 4 contains 854 members 
Mstep: Class 5 contains 105775 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 37929 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 9214 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10872 members 
Mstep: Class 17 contains 2913 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119920.000000 Penalty: 8843.715820
Iteration 34Q: 17 clusters Score -1.011992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12125 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 105774 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 37924 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 9216 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10875 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119937.000000 Penalty: 8843.715820
Iteration 35Q: 17 clusters Score -1.011994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12125 members 
Mstep: Class 4 contains 854 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 37923 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 9216 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119929.000000 Penalty: 8843.715820
Iteration 36Q: 17 clusters Score -1.011993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12129 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 37923 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 9216 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119960.000000 Penalty: 8843.715820
Iteration 37Q: 17 clusters Score -1.011996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12132 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 37923 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 724 members 
Mstep: Class 13 contains 9215 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 886 members 
Mstep: Class 19 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119949.000000 Penalty: 8843.715820
Iteration 38Q: 17 clusters Score -1.011995e+07 nChanged 18
Entering ConstructFrom: 
Score: -10119949.000000 Penalty: 8843.715820
Entering ConstructFrom: 
Trying to split cluster 1 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -13904.028320 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -13904.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13567.494141 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -13567.49 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13892.715820 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -13892.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -14076.587891 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -14076.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -14297.469727 Penalty: 530.967773
	Iteration 3F: 3 clusters Score -14297.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14486.883789 Penalty: 530.967773
	Iteration 4F: 3 clusters Score -14486.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14578.913086 Penalty: 530.967773
	Iteration 5F: 3 clusters Score -14578.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14628.944336 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -14628.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14641.506836 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -14641.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14642.642578 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -14642.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14642.642578 Penalty: 530.967773
	Iteration 9F: 3 clusters Score -14642.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 12129 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 854 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 37923 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 1761 members 
Mstep: Class 12 contains 725 members 
Mstep: Class 13 contains 9215 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 795 members 
Entering Unmasked Estep 
Score: -10120401.000000 Penalty: 9396.448242
Splitting cluster 1 changes total score from -10119949.000000 to -10120401.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (12129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Entering Unmasked Estep 
Score: -611454.562500 Penalty: 427.852631
	Iteration 0F: 2 clusters Score -611454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -603371.937500 Penalty: 855.705261
	Iteration 0F: 3 clusters Score -603371.9 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -608132.500000 Penalty: 855.705261
	Iteration 1F: 3 clusters Score -608132.5 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -609842.687500 Penalty: 855.705261
	Iteration 2F: 3 clusters Score -609842.7 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -611161.000000 Penalty: 855.705261
	Iteration 3F: 3 clusters Score -611161 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -611524.687500 Penalty: 855.705261
	Iteration 4F: 3 clusters Score -611524.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -611634.437500 Penalty: 855.705261
	Iteration 5Q: 3 clusters Score -611634.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -611687.125000 Penalty: 855.705261
	Iteration 6Q: 3 clusters Score -611687.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -611716.375000 Penalty: 855.705261
	Iteration 7Q: 3 clusters Score -611716.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -611736.937500 Penalty: 855.705261
	Iteration 8Q: 3 clusters Score -611736.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -611752.062500 Penalty: 855.705261
	Iteration 9Q: 3 clusters Score -611752.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -611758.000000 Penalty: 855.705261
	Iteration 10Q: 3 clusters Score -611758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -611760.625000 Penalty: 855.705261
	Iteration 11Q: 3 clusters Score -611760.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -611766.250000 Penalty: 855.705261
	Iteration 12Q: 3 clusters Score -611766.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -611773.062500 Penalty: 855.705261
	Iteration 13Q: 3 clusters Score -611773.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -611776.687500 Penalty: 855.705261
	Iteration 14Q: 3 clusters Score -611776.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -611779.812500 Penalty: 855.705261
	Iteration 15Q: 3 clusters Score -611779.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -611785.500000 Penalty: 855.705261
	Iteration 16Q: 3 clusters Score -611785.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -611785.187500 Penalty: 855.705261
	Iteration 17Q: 3 clusters Score -611785.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -611786.562500 Penalty: 855.705261
	Iteration 18Q: 3 clusters Score -611786.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -611788.625000 Penalty: 855.705261
	Iteration 19Q: 3 clusters Score -611788.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -611792.250000 Penalty: 855.705261
	Iteration 20F: 3 clusters Score -611792.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -611795.687500 Penalty: 855.705261
	Iteration 21Q: 3 clusters Score -611795.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -611797.062500 Penalty: 855.705261
	Iteration 22Q: 3 clusters Score -611797.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -611797.625000 Penalty: 855.705261
	Iteration 23Q: 3 clusters Score -611797.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -611803.812500 Penalty: 855.705261
	Iteration 24Q: 3 clusters Score -611803.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -611804.312500 Penalty: 855.705261
	Iteration 25Q: 3 clusters Score -611804.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -611807.375000 Penalty: 855.705261
	Iteration 26Q: 3 clusters Score -611807.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -611808.000000 Penalty: 855.705261
	Iteration 27Q: 3 clusters Score -611808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -611812.375000 Penalty: 855.705261
	Iteration 28Q: 3 clusters Score -611812.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -611815.625000 Penalty: 855.705261
	Iteration 29Q: 3 clusters Score -611815.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -611817.875000 Penalty: 855.705261
	Iteration 30Q: 3 clusters Score -611817.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -611821.562500 Penalty: 855.705261
	Iteration 31Q: 3 clusters Score -611821.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -611828.375000 Penalty: 855.705261
	Iteration 32Q: 3 clusters Score -611828.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -611835.437500 Penalty: 855.705261
	Iteration 33Q: 3 clusters Score -611835.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -611846.062500 Penalty: 855.705261
	Iteration 34Q: 3 clusters Score -611846.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -611854.937500 Penalty: 855.705261
	Iteration 35Q: 3 clusters Score -611854.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -611867.625000 Penalty: 855.705261
	Iteration 36Q: 3 clusters Score -611867.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -611876.875000 Penalty: 855.705261
	Iteration 37Q: 3 clusters Score -611876.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -611890.375000 Penalty: 855.705261
	Iteration 38Q: 3 clusters Score -611890.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -611899.437500 Penalty: 855.705261
	Iteration 39Q: 3 clusters Score -611899.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -611910.687500 Penalty: 855.705261
	Iteration 40F: 3 clusters Score -611910.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -611923.687500 Penalty: 855.705261
	Iteration 41Q: 3 clusters Score -611923.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -611931.375000 Penalty: 855.705261
	Iteration 42Q: 3 clusters Score -611931.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -611946.312500 Penalty: 855.705261
	Iteration 43Q: 3 clusters Score -611946.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -611967.250000 Penalty: 855.705261
	Iteration 44Q: 3 clusters Score -611967.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -611980.000000 Penalty: 855.705261
	Iteration 45Q: 3 clusters Score -611980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -611995.812500 Penalty: 855.705261
	Iteration 46Q: 3 clusters Score -611995.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -612004.812500 Penalty: 855.705261
	Iteration 47Q: 3 clusters Score -612004.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -612019.125000 Penalty: 855.705261
	Iteration 48Q: 3 clusters Score -612019.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -612030.812500 Penalty: 855.705261
	Iteration 49Q: 3 clusters Score -612030.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -612035.625000 Penalty: 855.705261
	Iteration 50Q: 3 clusters Score -612035.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -612039.687500 Penalty: 855.705261
	Iteration 51Q: 3 clusters Score -612039.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -612043.562500 Penalty: 855.705261
	Iteration 52Q: 3 clusters Score -612043.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -612049.437500 Penalty: 855.705261
	Iteration 53Q: 3 clusters Score -612049.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -612050.062500 Penalty: 855.705261
	Iteration 54Q: 3 clusters Score -612050.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -612050.625000 Penalty: 855.705261
	Iteration 55Q: 3 clusters Score -612050.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -612052.000000 Penalty: 855.705261
	Iteration 56Q: 3 clusters Score -612052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -612053.187500 Penalty: 855.705261
	Iteration 57Q: 3 clusters Score -612053.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -612055.125000 Penalty: 855.705261
	Iteration 58Q: 3 clusters Score -612055.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -612059.125000 Penalty: 855.705261
	Iteration 59Q: 3 clusters Score -612059.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -612061.875000 Penalty: 855.705261
	Iteration 60F: 3 clusters Score -612061.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -612066.437500 Penalty: 855.705261
	Iteration 61Q: 3 clusters Score -612066.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -612068.375000 Penalty: 855.705261
	Iteration 62Q: 3 clusters Score -612068.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -612076.062500 Penalty: 855.705261
	Iteration 63Q: 3 clusters Score -612076.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -612074.875000 Penalty: 855.705261
	Iteration 64Q: 3 clusters Score -612074.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -612081.812500 Penalty: 855.705261
	Iteration 65Q: 3 clusters Score -612081.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -612081.937500 Penalty: 855.705261
	Iteration 66Q: 3 clusters Score -612081.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -612086.312500 Penalty: 855.705261
	Iteration 67Q: 3 clusters Score -612086.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -612083.500000 Penalty: 855.705261
	Iteration 68Q: 3 clusters Score -612083.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -612089.562500 Penalty: 855.705261
	Iteration 69Q: 3 clusters Score -612089.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -612090.187500 Penalty: 855.705261
	Iteration 70Q: 3 clusters Score -612090.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -612091.187500 Penalty: 855.705261
	Iteration 71Q: 3 clusters Score -612091.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -612092.187500 Penalty: 855.705261
	Iteration 72Q: 3 clusters Score -612092.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -612093.312500 Penalty: 855.705261
	Iteration 73Q: 3 clusters Score -612093.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -612090.750000 Penalty: 855.705261
	Iteration 74Q: 3 clusters Score -612090.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -612095.687500 Penalty: 855.705261
	Iteration 75Q: 3 clusters Score -612095.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -612097.875000 Penalty: 855.705261
	Iteration 76Q: 3 clusters Score -612097.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -612096.937500 Penalty: 855.705261
	Iteration 77Q: 3 clusters Score -612096.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -612096.000000 Penalty: 855.705261
	Iteration 78Q: 3 clusters Score -612096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -612096.250000 Penalty: 855.705261
	Iteration 79Q: 3 clusters Score -612096.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -612097.500000 Penalty: 855.705261
	Iteration 80F: 3 clusters Score -612097.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -612097.687500 Penalty: 855.705261
	Iteration 81Q: 3 clusters Score -612097.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -612097.687500 Penalty: 855.705261
	Iteration 82Q: 3 clusters Score -612097.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -612099.250000 Penalty: 855.705261
	Iteration 83Q: 3 clusters Score -612099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -612096.875000 Penalty: 855.705261
	Iteration 84Q: 3 clusters Score -612096.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -612097.187500 Penalty: 855.705261
	Iteration 85Q: 3 clusters Score -612097.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -612096.062500 Penalty: 855.705261
	Iteration 86Q: 3 clusters Score -612096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -612095.250000 Penalty: 855.705261
	Iteration 87Q: 3 clusters Score -612095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -612096.812500 Penalty: 855.705261
	Iteration 88Q: 3 clusters Score -612096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -612095.125000 Penalty: 855.705261
	Iteration 89Q: 3 clusters Score -612095.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -612096.187500 Penalty: 855.705261
	Iteration 90Q: 3 clusters Score -612096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -612097.937500 Penalty: 855.705261
	Iteration 91Q: 3 clusters Score -612097.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -612099.625000 Penalty: 855.705261
	Iteration 92Q: 3 clusters Score -612099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -612095.250000 Penalty: 855.705261
	Iteration 93Q: 3 clusters Score -612095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -612096.812500 Penalty: 855.705261
	Iteration 94Q: 3 clusters Score -612096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -612100.437500 Penalty: 855.705261
	Iteration 95Q: 3 clusters Score -612100.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -612097.250000 Penalty: 855.705261
	Iteration 96Q: 3 clusters Score -612097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -612097.250000 Penalty: 855.705261
	Iteration 97F: 3 clusters Score -612097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 854 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 37923 members 
Mstep: Class 8 contains 9281 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 1761 members 
Mstep: Class 12 contains 725 members 
Mstep: Class 13 contains 9215 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 795 members 
Entering Unmasked Estep 
Score: -10120905.000000 Penalty: 9949.180664
Splitting cluster 2 changes total score from -10119949.000000 to -10120905.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 4 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -39557.496094 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -39557.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -38875.847656 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -38875.85 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -39392.757812 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -39392.76 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39694.902344 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -39694.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39942.246094 Penalty: 614.243774
	Iteration 3F: 3 clusters Score -39942.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40094.839844 Penalty: 614.243774
	Iteration 4F: 3 clusters Score -40094.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40215.851562 Penalty: 614.243774
	Iteration 5Q: 3 clusters Score -40215.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40249.347656 Penalty: 614.243774
	Iteration 6Q: 3 clusters Score -40249.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40275.855469 Penalty: 614.243774
	Iteration 7Q: 3 clusters Score -40275.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40304.484375 Penalty: 614.243774
	Iteration 8Q: 3 clusters Score -40304.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40336.031250 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -40336.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40356.589844 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -40356.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -40368.550781 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -40368.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40373.410156 Penalty: 614.243774
	Iteration 12Q: 3 clusters Score -40373.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -40374.957031 Penalty: 614.243774
	Iteration 13Q: 3 clusters Score -40374.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40376.058594 Penalty: 614.243774
	Iteration 14Q: 3 clusters Score -40376.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40376.058594 Penalty: 614.243774
	Iteration 15F: 3 clusters Score -40376.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 37923 members 
Mstep: Class 8 contains 9281 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 1761 members 
Mstep: Class 12 contains 725 members 
Mstep: Class 13 contains 9215 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 16 contains 318 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 795 members 
Entering Unmasked Estep 
Score: -10121470.000000 Penalty: 10501.913086
Splitting cluster 4 changes total score from -10119949.000000 to -10121470.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 5 (105773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105773 members 
Entering Unmasked Estep 
Score: -6073486.000000 Penalty: 526.391785
	Iteration 0F: 2 clusters Score -6073486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -6006768.500000 Penalty: 1052.783569
	Iteration 0F: 3 clusters Score -6006768 nChanged 51670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -6038387.500000 Penalty: 1052.783569
	Iteration 1F: 3 clusters Score -6038388 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -6040591.000000 Penalty: 1052.783569
	Iteration 2Q: 3 clusters Score -6040591 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -6044597.500000 Penalty: 1052.783569
	Iteration 3F: 3 clusters Score -6044598 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -6050398.000000 Penalty: 1052.783569
	Iteration 4F: 3 clusters Score -6050398 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77170 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -6056938.000000 Penalty: 1052.783569
	Iteration 5F: 3 clusters Score -6056938 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -6061338.500000 Penalty: 1052.783569
	Iteration 6F: 3 clusters Score -6061338 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -6063373.000000 Penalty: 1052.783569
	Iteration 7Q: 3 clusters Score -6063373 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -6064179.500000 Penalty: 1052.783569
	Iteration 8Q: 3 clusters Score -6064180 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88496 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -6064708.500000 Penalty: 1052.783569
	Iteration 9Q: 3 clusters Score -6064708 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -6065084.500000 Penalty: 1052.783569
	Iteration 10Q: 3 clusters Score -6065084 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -6065589.000000 Penalty: 1052.783569
	Iteration 11Q: 3 clusters Score -6065589 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92622 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -6065928.000000 Penalty: 1052.783569
	Iteration 12Q: 3 clusters Score -6065928 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -6066332.000000 Penalty: 1052.783569
	Iteration 13Q: 3 clusters Score -6066332 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -6066830.500000 Penalty: 1052.783569
	Iteration 14Q: 3 clusters Score -6066830 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -6067374.000000 Penalty: 1052.783569
	Iteration 15Q: 3 clusters Score -6067374 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97054 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -6067973.000000 Penalty: 1052.783569
	Iteration 16Q: 3 clusters Score -6067973 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98025 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -6068603.000000 Penalty: 1052.783569
	Iteration 17Q: 3 clusters Score -6068603 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -6069176.500000 Penalty: 1052.783569
	Iteration 18Q: 3 clusters Score -6069176 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99640 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -6069667.000000 Penalty: 1052.783569
	Iteration 19Q: 3 clusters Score -6069667 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100285 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -6070092.000000 Penalty: 1052.783569
	Iteration 20F: 3 clusters Score -6070092 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -6070551.000000 Penalty: 1052.783569
	Iteration 21Q: 3 clusters Score -6070551 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101383 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -6070900.500000 Penalty: 1052.783569
	Iteration 22Q: 3 clusters Score -6070900 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101825 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -6071244.500000 Penalty: 1052.783569
	Iteration 23Q: 3 clusters Score -6071244 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -6071447.500000 Penalty: 1052.783569
	Iteration 24Q: 3 clusters Score -6071448 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -6071661.500000 Penalty: 1052.783569
	Iteration 25Q: 3 clusters Score -6071662 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102764 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -6071805.000000 Penalty: 1052.783569
	Iteration 26Q: 3 clusters Score -6071805 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102985 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -6071920.000000 Penalty: 1052.783569
	Iteration 27Q: 3 clusters Score -6071920 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6072053.000000 Penalty: 1052.783569
	Iteration 28Q: 3 clusters Score -6072053 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103375 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -6072144.500000 Penalty: 1052.783569
	Iteration 29Q: 3 clusters Score -6072144 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6072264.500000 Penalty: 1052.783569
	Iteration 30Q: 3 clusters Score -6072264 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103656 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6072330.000000 Penalty: 1052.783569
	Iteration 31Q: 3 clusters Score -6072330 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103775 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6072391.500000 Penalty: 1052.783569
	Iteration 32Q: 3 clusters Score -6072392 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103860 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6072405.500000 Penalty: 1052.783569
	Iteration 33Q: 3 clusters Score -6072406 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6072412.500000 Penalty: 1052.783569
	Iteration 34Q: 3 clusters Score -6072412 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104008 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6072442.500000 Penalty: 1052.783569
	Iteration 35Q: 3 clusters Score -6072442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104067 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6072491.000000 Penalty: 1052.783569
	Iteration 36Q: 3 clusters Score -6072491 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104138 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6072535.000000 Penalty: 1052.783569
	Iteration 37Q: 3 clusters Score -6072535 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104192 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6072553.000000 Penalty: 1052.783569
	Iteration 38Q: 3 clusters Score -6072553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6072568.000000 Penalty: 1052.783569
	Iteration 39Q: 3 clusters Score -6072568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6072584.000000 Penalty: 1052.783569
	Iteration 40F: 3 clusters Score -6072584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104306 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6072579.500000 Penalty: 1052.783569
	Iteration 41Q: 3 clusters Score -6072580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104332 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6072574.500000 Penalty: 1052.783569
	Iteration 42Q: 3 clusters Score -6072574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6072580.000000 Penalty: 1052.783569
	Iteration 43Q: 3 clusters Score -6072580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6072588.000000 Penalty: 1052.783569
	Iteration 44Q: 3 clusters Score -6072588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6072600.000000 Penalty: 1052.783569
	Iteration 45Q: 3 clusters Score -6072600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104418 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6072598.000000 Penalty: 1052.783569
	Iteration 46Q: 3 clusters Score -6072598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104426 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6072605.000000 Penalty: 1052.783569
	Iteration 47Q: 3 clusters Score -6072605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6072603.500000 Penalty: 1052.783569
	Iteration 48Q: 3 clusters Score -6072604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104447 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6072611.000000 Penalty: 1052.783569
	Iteration 49Q: 3 clusters Score -6072611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104455 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6072609.500000 Penalty: 1052.783569
	Iteration 50Q: 3 clusters Score -6072610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104464 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6072607.500000 Penalty: 1052.783569
	Iteration 51Q: 3 clusters Score -6072608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104471 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6072606.500000 Penalty: 1052.783569
	Iteration 52Q: 3 clusters Score -6072606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104478 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6072608.500000 Penalty: 1052.783569
	Iteration 53Q: 3 clusters Score -6072608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104489 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6072617.500000 Penalty: 1052.783569
	Iteration 54Q: 3 clusters Score -6072618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104502 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6072624.000000 Penalty: 1052.783569
	Iteration 55Q: 3 clusters Score -6072624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6072634.500000 Penalty: 1052.783569
	Iteration 56Q: 3 clusters Score -6072634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6072644.500000 Penalty: 1052.783569
	Iteration 57Q: 3 clusters Score -6072644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104538 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6072654.500000 Penalty: 1052.783569
	Iteration 58Q: 3 clusters Score -6072654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6072655.500000 Penalty: 1052.783569
	Iteration 59Q: 3 clusters Score -6072656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104555 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6072653.000000 Penalty: 1052.783569
	Iteration 60F: 3 clusters Score -6072653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104558 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6072658.500000 Penalty: 1052.783569
	Iteration 61Q: 3 clusters Score -6072658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104561 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6072661.000000 Penalty: 1052.783569
	Iteration 62Q: 3 clusters Score -6072661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6072659.000000 Penalty: 1052.783569
	Iteration 63Q: 3 clusters Score -6072659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104565 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6072657.000000 Penalty: 1052.783569
	Iteration 64Q: 3 clusters Score -6072657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104567 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6072658.000000 Penalty: 1052.783569
	Iteration 65Q: 3 clusters Score -6072658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6072661.000000 Penalty: 1052.783569
	Iteration 66Q: 3 clusters Score -6072661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104573 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6072663.000000 Penalty: 1052.783569
	Iteration 67Q: 3 clusters Score -6072663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104575 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6072671.500000 Penalty: 1052.783569
	Iteration 68Q: 3 clusters Score -6072672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104581 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6072676.500000 Penalty: 1052.783569
	Iteration 69Q: 3 clusters Score -6072676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104587 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6072682.000000 Penalty: 1052.783569
	Iteration 70Q: 3 clusters Score -6072682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104596 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6072684.500000 Penalty: 1052.783569
	Iteration 71Q: 3 clusters Score -6072684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104603 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6072688.000000 Penalty: 1052.783569
	Iteration 72Q: 3 clusters Score -6072688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104605 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6072687.000000 Penalty: 1052.783569
	Iteration 73Q: 3 clusters Score -6072687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104612 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6072685.000000 Penalty: 1052.783569
	Iteration 74Q: 3 clusters Score -6072685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104620 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6072685.500000 Penalty: 1052.783569
	Iteration 75Q: 3 clusters Score -6072686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104624 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6072684.000000 Penalty: 1052.783569
	Iteration 76Q: 3 clusters Score -6072684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6072692.000000 Penalty: 1052.783569
	Iteration 77Q: 3 clusters Score -6072692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6072697.000000 Penalty: 1052.783569
	Iteration 78Q: 3 clusters Score -6072697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6072699.500000 Penalty: 1052.783569
	Iteration 79Q: 3 clusters Score -6072700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104659 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6072704.000000 Penalty: 1052.783569
	Iteration 80F: 3 clusters Score -6072704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6072713.000000 Penalty: 1052.783569
	Iteration 81Q: 3 clusters Score -6072713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104670 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6072713.500000 Penalty: 1052.783569
	Iteration 82Q: 3 clusters Score -6072714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104672 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6072714.000000 Penalty: 1052.783569
	Iteration 83Q: 3 clusters Score -6072714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6072711.000000 Penalty: 1052.783569
	Iteration 84Q: 3 clusters Score -6072711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104678 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6072702.000000 Penalty: 1052.783569
	Iteration 85Q: 3 clusters Score -6072702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104678 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6072702.500000 Penalty: 1052.783569
	Iteration 86Q: 3 clusters Score -6072702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104678 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6072702.500000 Penalty: 1052.783569
	Iteration 87F: 3 clusters Score -6072702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -84098.562500 Penalty: 338.124146
	Iteration 0F: 2 clusters Score -84098.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -82932.804688 Penalty: 676.248291
	Iteration 0F: 3 clusters Score -82932.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -83589.648438 Penalty: 676.248291
	Iteration 1F: 3 clusters Score -83589.65 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -83928.078125 Penalty: 676.248291
	Iteration 2F: 3 clusters Score -83928.08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -84146.726562 Penalty: 676.248291
	Iteration 3F: 3 clusters Score -84146.73 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -84226.992188 Penalty: 676.248291
	Iteration 4Q: 3 clusters Score -84226.99 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -84329.148438 Penalty: 676.248291
	Iteration 5Q: 3 clusters Score -84329.15 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -84502.015625 Penalty: 676.248291
	Iteration 6Q: 3 clusters Score -84502.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -84627.132812 Penalty: 676.248291
	Iteration 7Q: 3 clusters Score -84627.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -84701.398438 Penalty: 676.248291
	Iteration 8Q: 3 clusters Score -84701.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -84753.726562 Penalty: 676.248291
	Iteration 9Q: 3 clusters Score -84753.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -84846.851562 Penalty: 676.248291
	Iteration 10Q: 3 clusters Score -84846.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -84911.867188 Penalty: 676.248291
	Iteration 11Q: 3 clusters Score -84911.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -84935.203125 Penalty: 676.248291
	Iteration 12Q: 3 clusters Score -84935.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -85010.539062 Penalty: 676.248291
	Iteration 13Q: 3 clusters Score -85010.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -85067.234375 Penalty: 676.248291
	Iteration 14Q: 3 clusters Score -85067.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -85073.937500 Penalty: 676.248291
	Iteration 15Q: 3 clusters Score -85073.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -85074.539062 Penalty: 676.248291
	Iteration 16Q: 3 clusters Score -85074.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -85076.093750 Penalty: 676.248291
	Iteration 17Q: 3 clusters Score -85076.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -85076.406250 Penalty: 676.248291
	Iteration 18Q: 3 clusters Score -85076.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -85076.406250 Penalty: 676.248291
	Iteration 19F: 3 clusters Score -85076.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 977 members 
Mstep: Class 7 contains 37923 members 
Mstep: Class 8 contains 9281 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 1761 members 
Mstep: Class 12 contains 725 members 
Mstep: Class 13 contains 9215 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 16 contains 318 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 795 members 
Mstep: Class 20 contains 711 members 
Entering Unmasked Estep 
Score: -10122215.000000 Penalty: 11054.645508
Splitting cluster 6 changes total score from -10119949.000000 to -10122215.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (37923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Entering Unmasked Estep 
Score: -2031638.625000 Penalty: 479.720734
	Iteration 0F: 2 clusters Score -2031639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2006201.125000 Penalty: 959.441467
	Iteration 0F: 3 clusters Score -2006201 nChanged 18250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2017315.375000 Penalty: 959.441467
	Iteration 1F: 3 clusters Score -2017315 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2018512.625000 Penalty: 959.441467
	Iteration 2F: 3 clusters Score -2018513 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2020286.625000 Penalty: 959.441467
	Iteration 3F: 3 clusters Score -2020287 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2022598.375000 Penalty: 959.441467
	Iteration 4F: 3 clusters Score -2022598 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2024941.625000 Penalty: 959.441467
	Iteration 5F: 3 clusters Score -2024942 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2026729.750000 Penalty: 959.441467
	Iteration 6F: 3 clusters Score -2026730 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2027918.125000 Penalty: 959.441467
	Iteration 7Q: 3 clusters Score -2027918 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2028750.000000 Penalty: 959.441467
	Iteration 8Q: 3 clusters Score -2028750 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2029408.750000 Penalty: 959.441467
	Iteration 9Q: 3 clusters Score -2029409 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2030005.375000 Penalty: 959.441467
	Iteration 10Q: 3 clusters Score -2030005 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2030480.250000 Penalty: 959.441467
	Iteration 11Q: 3 clusters Score -2030480 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2030808.125000 Penalty: 959.441467
	Iteration 12Q: 3 clusters Score -2030808 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2031016.500000 Penalty: 959.441467
	Iteration 13Q: 3 clusters Score -2031016 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2031136.375000 Penalty: 959.441467
	Iteration 14Q: 3 clusters Score -2031136 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2031206.875000 Penalty: 959.441467
	Iteration 15Q: 3 clusters Score -2031207 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2031240.625000 Penalty: 959.441467
	Iteration 16Q: 3 clusters Score -2031241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2031260.000000 Penalty: 959.441467
	Iteration 17Q: 3 clusters Score -2031260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2031280.375000 Penalty: 959.441467
	Iteration 18Q: 3 clusters Score -2031280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2031291.375000 Penalty: 959.441467
	Iteration 19Q: 3 clusters Score -2031291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2031308.750000 Penalty: 959.441467
	Iteration 20F: 3 clusters Score -2031309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2031315.875000 Penalty: 959.441467
	Iteration 21Q: 3 clusters Score -2031316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2031324.750000 Penalty: 959.441467
	Iteration 22Q: 3 clusters Score -2031325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2031331.250000 Penalty: 959.441467
	Iteration 23Q: 3 clusters Score -2031331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2031331.500000 Penalty: 959.441467
	Iteration 24Q: 3 clusters Score -2031332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2031332.000000 Penalty: 959.441467
	Iteration 25Q: 3 clusters Score -2031332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2031332.000000 Penalty: 959.441467
	Iteration 26F: 3 clusters Score -2031332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -59936.046875 Penalty: 319.823486
	Iteration 0F: 2 clusters Score -59936.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -59055.957031 Penalty: 639.646973
	Iteration 0F: 3 clusters Score -59055.96 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -59392.968750 Penalty: 639.646973
	Iteration 1F: 3 clusters Score -59392.97 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -59498.242188 Penalty: 639.646973
	Iteration 2F: 3 clusters Score -59498.24 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -59572.777344 Penalty: 639.646973
	Iteration 3F: 3 clusters Score -59572.78 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -59618.359375 Penalty: 639.646973
	Iteration 4Q: 3 clusters Score -59618.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -59649.500000 Penalty: 639.646973
	Iteration 5Q: 3 clusters Score -59649.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -59673.093750 Penalty: 639.646973
	Iteration 6Q: 3 clusters Score -59673.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -59688.125000 Penalty: 639.646973
	Iteration 7Q: 3 clusters Score -59688.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -59702.394531 Penalty: 639.646973
	Iteration 8Q: 3 clusters Score -59702.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -59716.136719 Penalty: 639.646973
	Iteration 9Q: 3 clusters Score -59716.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -59725.007812 Penalty: 639.646973
	Iteration 10Q: 3 clusters Score -59725.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -59731.054688 Penalty: 639.646973
	Iteration 11Q: 3 clusters Score -59731.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -59738.757812 Penalty: 639.646973
	Iteration 12Q: 3 clusters Score -59738.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -59750.511719 Penalty: 639.646973
	Iteration 13Q: 3 clusters Score -59750.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -59762.761719 Penalty: 639.646973
	Iteration 14Q: 3 clusters Score -59762.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -59769.285156 Penalty: 639.646973
	Iteration 15Q: 3 clusters Score -59769.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -59777.496094 Penalty: 639.646973
	Iteration 16Q: 3 clusters Score -59777.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -59782.640625 Penalty: 639.646973
	Iteration 17Q: 3 clusters Score -59782.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -59785.964844 Penalty: 639.646973
	Iteration 18Q: 3 clusters Score -59785.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -59788.113281 Penalty: 639.646973
	Iteration 19Q: 3 clusters Score -59788.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -59789.582031 Penalty: 639.646973
	Iteration 20F: 3 clusters Score -59789.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -59791.199219 Penalty: 639.646973
	Iteration 21Q: 3 clusters Score -59791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -59791.414062 Penalty: 639.646973
	Iteration 22Q: 3 clusters Score -59791.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -59791.414062 Penalty: 639.646973
	Iteration 23F: 3 clusters Score -59791.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -36356.347656 Penalty: 303.404388
	Iteration 0F: 2 clusters Score -36356.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -35690.761719 Penalty: 606.808777
	Iteration 0F: 3 clusters Score -35690.76 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -35930.894531 Penalty: 606.808777
	Iteration 1F: 3 clusters Score -35930.89 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -35994.652344 Penalty: 606.808777
	Iteration 2F: 3 clusters Score -35994.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -36023.433594 Penalty: 606.808777
	Iteration 3Q: 3 clusters Score -36023.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -36059.578125 Penalty: 606.808777
	Iteration 4Q: 3 clusters Score -36059.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -36086.441406 Penalty: 606.808777
	Iteration 5Q: 3 clusters Score -36086.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -36105.210938 Penalty: 606.808777
	Iteration 6Q: 3 clusters Score -36105.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -36133.777344 Penalty: 606.808777
	Iteration 7Q: 3 clusters Score -36133.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -36166.558594 Penalty: 606.808777
	Iteration 8Q: 3 clusters Score -36166.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -36184.476562 Penalty: 606.808777
	Iteration 9Q: 3 clusters Score -36184.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -36197.050781 Penalty: 606.808777
	Iteration 10Q: 3 clusters Score -36197.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -36200.519531 Penalty: 606.808777
	Iteration 11Q: 3 clusters Score -36200.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -36206.199219 Penalty: 606.808777
	Iteration 12Q: 3 clusters Score -36206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -36208.011719 Penalty: 606.808777
	Iteration 13Q: 3 clusters Score -36208.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -36209.371094 Penalty: 606.808777
	Iteration 14Q: 3 clusters Score -36209.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -36209.441406 Penalty: 606.808777
	Iteration 15Q: 3 clusters Score -36209.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -36209.441406 Penalty: 606.808777
	Iteration 16F: 3 clusters Score -36209.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Entering Unmasked Estep 
Score: -80953.703125 Penalty: 340.050476
	Iteration 0F: 2 clusters Score -80953.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -79852.179688 Penalty: 680.100952
	Iteration 0F: 3 clusters Score -79852.18 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -82058.796875 Penalty: 680.100952
	Iteration 1F: 3 clusters Score -82058.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -82421.492188 Penalty: 680.100952
	Iteration 2F: 3 clusters Score -82421.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -82506.460938 Penalty: 680.100952
	Iteration 3Q: 3 clusters Score -82506.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -82543.070312 Penalty: 680.100952
	Iteration 4Q: 3 clusters Score -82543.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -82566.898438 Penalty: 680.100952
	Iteration 5Q: 3 clusters Score -82566.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -82607.437500 Penalty: 680.100952
	Iteration 6Q: 3 clusters Score -82607.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -82688.250000 Penalty: 680.100952
	Iteration 7Q: 3 clusters Score -82688.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -82742.156250 Penalty: 680.100952
	Iteration 8Q: 3 clusters Score -82742.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -82840.437500 Penalty: 680.100952
	Iteration 9Q: 3 clusters Score -82840.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -83019.179688 Penalty: 680.100952
	Iteration 10Q: 3 clusters Score -83019.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -83109.453125 Penalty: 680.100952
	Iteration 11Q: 3 clusters Score -83109.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -83114.484375 Penalty: 680.100952
	Iteration 12Q: 3 clusters Score -83114.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -83118.375000 Penalty: 680.100952
	Iteration 13Q: 3 clusters Score -83118.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -83120.773438 Penalty: 680.100952
	Iteration 14Q: 3 clusters Score -83120.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -83123.382812 Penalty: 680.100952
	Iteration 15Q: 3 clusters Score -83123.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -83124.257812 Penalty: 680.100952
	Iteration 16Q: 3 clusters Score -83124.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -83127.210938 Penalty: 680.100952
	Iteration 17Q: 3 clusters Score -83127.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -83128.328125 Penalty: 680.100952
	Iteration 18Q: 3 clusters Score -83128.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -83128.328125 Penalty: 680.100952
	Iteration 19F: 3 clusters Score -83128.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 977 members 
Mstep: Class 7 contains 37923 members 
Mstep: Class 8 contains 9281 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 725 members 
Mstep: Class 13 contains 9215 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 16 contains 318 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 795 members 
Mstep: Class 20 contains 711 members 
Mstep: Class 21 contains 794 members 
Entering Unmasked Estep 
Score: -10124192.000000 Penalty: 11607.376953
Splitting cluster 11 changes total score from -10119949.000000 to -10124192.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 12 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -32811.507812 Penalty: 299.670807
	Iteration 0F: 2 clusters Score -32811.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -32225.888672 Penalty: 599.341614
	Iteration 0F: 3 clusters Score -32225.89 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32658.757812 Penalty: 599.341614
	Iteration 1F: 3 clusters Score -32658.76 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -32826.234375 Penalty: 599.341614
	Iteration 2F: 3 clusters Score -32826.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -32989.675781 Penalty: 599.341614
	Iteration 3F: 3 clusters Score -32989.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33118.625000 Penalty: 599.341614
	Iteration 4F: 3 clusters Score -33118.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33176.296875 Penalty: 599.341614
	Iteration 5Q: 3 clusters Score -33176.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -33216.812500 Penalty: 599.341614
	Iteration 6Q: 3 clusters Score -33216.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -33264.441406 Penalty: 599.341614
	Iteration 7Q: 3 clusters Score -33264.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33315.007812 Penalty: 599.341614
	Iteration 8Q: 3 clusters Score -33315.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33355.882812 Penalty: 599.341614
	Iteration 9Q: 3 clusters Score -33355.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33366.558594 Penalty: 599.341614
	Iteration 10Q: 3 clusters Score -33366.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33377.332031 Penalty: 599.341614
	Iteration 11Q: 3 clusters Score -33377.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33383.066406 Penalty: 599.341614
	Iteration 12Q: 3 clusters Score -33383.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33388.160156 Penalty: 599.341614
	Iteration 13Q: 3 clusters Score -33388.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33396.613281 Penalty: 599.341614
	Iteration 14Q: 3 clusters Score -33396.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33404.265625 Penalty: 599.341614
	Iteration 15Q: 3 clusters Score -33404.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33410.765625 Penalty: 599.341614
	Iteration 16Q: 3 clusters Score -33410.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33423.375000 Penalty: 599.341614
	Iteration 17Q: 3 clusters Score -33423.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33431.714844 Penalty: 599.341614
	Iteration 18Q: 3 clusters Score -33431.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33432.027344 Penalty: 599.341614
	Iteration 19Q: 3 clusters Score -33432.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33432.027344 Penalty: 599.341614
	Iteration 20F: 3 clusters Score -33432.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 977 members 
Mstep: Class 7 contains 37923 members 
Mstep: Class 8 contains 9281 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 9215 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 16 contains 318 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 795 members 
Mstep: Class 20 contains 711 members 
Mstep: Class 21 contains 794 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
Score: -10124567.000000 Penalty: 12160.109375
Splitting cluster 12 changes total score from -10119949.000000 to -10124567.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (9215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Entering Unmasked Estep 
Score: -478299.843750 Penalty: 415.350739
	Iteration 0F: 2 clusters Score -478299.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -472196.531250 Penalty: 830.701477
	Iteration 0F: 3 clusters Score -472196.5 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -474979.968750 Penalty: 830.701477
	Iteration 1F: 3 clusters Score -474980 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -475507.281250 Penalty: 830.701477
	Iteration 2F: 3 clusters Score -475507.3 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -476038.781250 Penalty: 830.701477
	Iteration 3F: 3 clusters Score -476038.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -476617.437500 Penalty: 830.701477
	Iteration 4F: 3 clusters Score -476617.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -477116.125000 Penalty: 830.701477
	Iteration 5F: 3 clusters Score -477116.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -477512.375000 Penalty: 830.701477
	Iteration 6F: 3 clusters Score -477512.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -477838.937500 Penalty: 830.701477
	Iteration 7Q: 3 clusters Score -477838.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -478027.875000 Penalty: 830.701477
	Iteration 8Q: 3 clusters Score -478027.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -478184.156250 Penalty: 830.701477
	Iteration 9Q: 3 clusters Score -478184.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -478331.312500 Penalty: 830.701477
	Iteration 10Q: 3 clusters Score -478331.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -478494.250000 Penalty: 830.701477
	Iteration 11Q: 3 clusters Score -478494.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -478699.875000 Penalty: 830.701477
	Iteration 12Q: 3 clusters Score -478699.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -478876.437500 Penalty: 830.701477
	Iteration 13Q: 3 clusters Score -478876.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -478956.437500 Penalty: 830.701477
	Iteration 14Q: 3 clusters Score -478956.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -478988.531250 Penalty: 830.701477
	Iteration 15Q: 3 clusters Score -478988.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -479020.250000 Penalty: 830.701477
	Iteration 16Q: 3 clusters Score -479020.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -479046.187500 Penalty: 830.701477
	Iteration 17Q: 3 clusters Score -479046.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -479077.500000 Penalty: 830.701477
	Iteration 18Q: 3 clusters Score -479077.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -479107.343750 Penalty: 830.701477
	Iteration 19Q: 3 clusters Score -479107.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -479161.468750 Penalty: 830.701477
	Iteration 20F: 3 clusters Score -479161.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -479230.593750 Penalty: 830.701477
	Iteration 21Q: 3 clusters Score -479230.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -479312.718750 Penalty: 830.701477
	Iteration 22Q: 3 clusters Score -479312.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -479387.812500 Penalty: 830.701477
	Iteration 23Q: 3 clusters Score -479387.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -479454.375000 Penalty: 830.701477
	Iteration 24Q: 3 clusters Score -479454.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -479508.781250 Penalty: 830.701477
	Iteration 25Q: 3 clusters Score -479508.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -479546.093750 Penalty: 830.701477
	Iteration 26Q: 3 clusters Score -479546.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -479580.125000 Penalty: 830.701477
	Iteration 27Q: 3 clusters Score -479580.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -479603.625000 Penalty: 830.701477
	Iteration 28Q: 3 clusters Score -479603.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -479620.218750 Penalty: 830.701477
	Iteration 29Q: 3 clusters Score -479620.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -479638.531250 Penalty: 830.701477
	Iteration 30Q: 3 clusters Score -479638.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -479651.093750 Penalty: 830.701477
	Iteration 31Q: 3 clusters Score -479651.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -479661.687500 Penalty: 830.701477
	Iteration 32Q: 3 clusters Score -479661.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -479666.781250 Penalty: 830.701477
	Iteration 33Q: 3 clusters Score -479666.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -479671.468750 Penalty: 830.701477
	Iteration 34Q: 3 clusters Score -479671.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -479675.125000 Penalty: 830.701477
	Iteration 35Q: 3 clusters Score -479675.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -479679.468750 Penalty: 830.701477
	Iteration 36Q: 3 clusters Score -479679.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -479681.343750 Penalty: 830.701477
	Iteration 37Q: 3 clusters Score -479681.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -479684.781250 Penalty: 830.701477
	Iteration 38Q: 3 clusters Score -479684.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -479687.250000 Penalty: 830.701477
	Iteration 39Q: 3 clusters Score -479687.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -479693.531250 Penalty: 830.701477
	Iteration 40F: 3 clusters Score -479693.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -479695.937500 Penalty: 830.701477
	Iteration 41Q: 3 clusters Score -479695.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -479698.437500 Penalty: 830.701477
	Iteration 42Q: 3 clusters Score -479698.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -479699.218750 Penalty: 830.701477
	Iteration 43Q: 3 clusters Score -479699.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -479700.187500 Penalty: 830.701477
	Iteration 44Q: 3 clusters Score -479700.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -479700.625000 Penalty: 830.701477
	Iteration 45Q: 3 clusters Score -479700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -479700.312500 Penalty: 830.701477
	Iteration 46Q: 3 clusters Score -479700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -479699.812500 Penalty: 830.701477
	Iteration 47Q: 3 clusters Score -479699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -479699.687500 Penalty: 830.701477
	Iteration 48Q: 3 clusters Score -479699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -479699.906250 Penalty: 830.701477
	Iteration 49Q: 3 clusters Score -479699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -479699.781250 Penalty: 830.701477
	Iteration 50Q: 3 clusters Score -479699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -479700.500000 Penalty: 830.701477
	Iteration 51Q: 3 clusters Score -479700.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -479700.687500 Penalty: 830.701477
	Iteration 52Q: 3 clusters Score -479700.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -479699.406250 Penalty: 830.701477
	Iteration 53Q: 3 clusters Score -479699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -479699.343750 Penalty: 830.701477
	Iteration 54Q: 3 clusters Score -479699.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -479699.343750 Penalty: 830.701477
	Iteration 55F: 3 clusters Score -479699.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 977 members 
Mstep: Class 7 contains 37923 members 
Mstep: Class 8 contains 9281 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 16 contains 318 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 795 members 
Mstep: Class 20 contains 711 members 
Mstep: Class 21 contains 794 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 6305 members 
Entering Unmasked Estep 
Score: -10125814.000000 Penalty: 12712.841797
Splitting cluster 13 changes total score from -10119949.000000 to -10125814.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -20083.830078 Penalty: 307.651550
	Iteration 0F: 2 clusters Score -20083.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -19485.783203 Penalty: 615.303101
	Iteration 0F: 3 clusters Score -19485.78 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20247.640625 Penalty: 615.303101
	Iteration 1F: 3 clusters Score -20247.64 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20413.089844 Penalty: 615.303101
	Iteration 2F: 3 clusters Score -20413.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20494.187500 Penalty: 615.303101
	Iteration 3Q: 3 clusters Score -20494.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20543.894531 Penalty: 615.303101
	Iteration 4Q: 3 clusters Score -20543.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20574.496094 Penalty: 615.303101
	Iteration 5Q: 3 clusters Score -20574.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20591.623047 Penalty: 615.303101
	Iteration 6Q: 3 clusters Score -20591.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20599.867188 Penalty: 615.303101
	Iteration 7Q: 3 clusters Score -20599.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20607.095703 Penalty: 615.303101
	Iteration 8Q: 3 clusters Score -20607.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20609.556641 Penalty: 615.303101
	Iteration 9Q: 3 clusters Score -20609.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20609.699219 Penalty: 615.303101
	Iteration 10Q: 3 clusters Score -20609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20609.890625 Penalty: 615.303101
	Iteration 11Q: 3 clusters Score -20609.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20610.091797 Penalty: 615.303101
	Iteration 12F: 3 clusters Score -20610.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20612.447266 Penalty: 615.303101
	Iteration 13Q: 3 clusters Score -20612.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20616.652344 Penalty: 615.303101
	Iteration 14Q: 3 clusters Score -20616.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20618.388672 Penalty: 615.303101
	Iteration 15Q: 3 clusters Score -20618.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20618.388672 Penalty: 615.303101
	Iteration 16F: 3 clusters Score -20618.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 977 members 
Mstep: Class 7 contains 37923 members 
Mstep: Class 8 contains 9281 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 16 contains 318 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 795 members 
Mstep: Class 20 contains 711 members 
Mstep: Class 21 contains 794 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 6305 members 
Mstep: Class 24 contains 299 members 
Entering Unmasked Estep 
Score: -10126109.000000 Penalty: 13265.574219
Splitting cluster 14 changes total score from -10119949.000000 to -10126109.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (10877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Entering Unmasked Estep 
Score: -619835.562500 Penalty: 422.895477
	Iteration 0F: 2 clusters Score -619835.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -612596.812500 Penalty: 845.790955
	Iteration 0F: 3 clusters Score -612596.8 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -615830.250000 Penalty: 845.790955
	Iteration 1F: 3 clusters Score -615830.2 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -616548.312500 Penalty: 845.790955
	Iteration 2F: 3 clusters Score -616548.3 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -617377.000000 Penalty: 845.790955
	Iteration 3F: 3 clusters Score -617377 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -618007.562500 Penalty: 845.790955
	Iteration 4F: 3 clusters Score -618007.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -618416.812500 Penalty: 845.790955
	Iteration 5F: 3 clusters Score -618416.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -618658.250000 Penalty: 845.790955
	Iteration 6Q: 3 clusters Score -618658.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -618820.000000 Penalty: 845.790955
	Iteration 7Q: 3 clusters Score -618820 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -618929.687500 Penalty: 845.790955
	Iteration 8Q: 3 clusters Score -618929.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -619003.937500 Penalty: 845.790955
	Iteration 9Q: 3 clusters Score -619003.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -619071.000000 Penalty: 845.790955
	Iteration 10Q: 3 clusters Score -619071 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -619134.312500 Penalty: 845.790955
	Iteration 11Q: 3 clusters Score -619134.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -619181.875000 Penalty: 845.790955
	Iteration 12Q: 3 clusters Score -619181.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -619229.375000 Penalty: 845.790955
	Iteration 13Q: 3 clusters Score -619229.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -619264.187500 Penalty: 845.790955
	Iteration 14Q: 3 clusters Score -619264.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -619294.500000 Penalty: 845.790955
	Iteration 15Q: 3 clusters Score -619294.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -619324.125000 Penalty: 845.790955
	Iteration 16Q: 3 clusters Score -619324.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -619345.750000 Penalty: 845.790955
	Iteration 17Q: 3 clusters Score -619345.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -619364.625000 Penalty: 845.790955
	Iteration 18Q: 3 clusters Score -619364.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -619380.000000 Penalty: 845.790955
	Iteration 19Q: 3 clusters Score -619380 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -619389.250000 Penalty: 845.790955
	Iteration 20F: 3 clusters Score -619389.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -619399.687500 Penalty: 845.790955
	Iteration 21Q: 3 clusters Score -619399.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -619411.375000 Penalty: 845.790955
	Iteration 22Q: 3 clusters Score -619411.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -619430.687500 Penalty: 845.790955
	Iteration 23Q: 3 clusters Score -619430.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -619441.187500 Penalty: 845.790955
	Iteration 24Q: 3 clusters Score -619441.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -619451.937500 Penalty: 845.790955
	Iteration 25Q: 3 clusters Score -619451.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -619458.875000 Penalty: 845.790955
	Iteration 26Q: 3 clusters Score -619458.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -619467.687500 Penalty: 845.790955
	Iteration 27Q: 3 clusters Score -619467.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -619474.500000 Penalty: 845.790955
	Iteration 28Q: 3 clusters Score -619474.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -619481.437500 Penalty: 845.790955
	Iteration 29Q: 3 clusters Score -619481.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -619490.250000 Penalty: 845.790955
	Iteration 30Q: 3 clusters Score -619490.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -619497.437500 Penalty: 845.790955
	Iteration 31Q: 3 clusters Score -619497.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -619509.937500 Penalty: 845.790955
	Iteration 32Q: 3 clusters Score -619509.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -619523.125000 Penalty: 845.790955
	Iteration 33Q: 3 clusters Score -619523.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -619534.562500 Penalty: 845.790955
	Iteration 34Q: 3 clusters Score -619534.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -619545.875000 Penalty: 845.790955
	Iteration 35Q: 3 clusters Score -619545.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -619554.625000 Penalty: 845.790955
	Iteration 36Q: 3 clusters Score -619554.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -619566.250000 Penalty: 845.790955
	Iteration 37Q: 3 clusters Score -619566.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -619583.125000 Penalty: 845.790955
	Iteration 38Q: 3 clusters Score -619583.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -619596.750000 Penalty: 845.790955
	Iteration 39Q: 3 clusters Score -619596.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -619608.937500 Penalty: 845.790955
	Iteration 40F: 3 clusters Score -619608.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -619620.562500 Penalty: 845.790955
	Iteration 41Q: 3 clusters Score -619620.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -619628.812500 Penalty: 845.790955
	Iteration 42Q: 3 clusters Score -619628.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -619633.750000 Penalty: 845.790955
	Iteration 43Q: 3 clusters Score -619633.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -619641.875000 Penalty: 845.790955
	Iteration 44Q: 3 clusters Score -619641.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -619647.937500 Penalty: 845.790955
	Iteration 45Q: 3 clusters Score -619647.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -619655.625000 Penalty: 845.790955
	Iteration 46Q: 3 clusters Score -619655.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -619663.625000 Penalty: 845.790955
	Iteration 47Q: 3 clusters Score -619663.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -619668.937500 Penalty: 845.790955
	Iteration 48Q: 3 clusters Score -619668.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -619670.562500 Penalty: 845.790955
	Iteration 49Q: 3 clusters Score -619670.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -619672.687500 Penalty: 845.790955
	Iteration 50Q: 3 clusters Score -619672.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -619676.375000 Penalty: 845.790955
	Iteration 51Q: 3 clusters Score -619676.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -619680.000000 Penalty: 845.790955
	Iteration 52Q: 3 clusters Score -619680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -619684.812500 Penalty: 845.790955
	Iteration 53Q: 3 clusters Score -619684.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -619687.875000 Penalty: 845.790955
	Iteration 54Q: 3 clusters Score -619687.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -619689.875000 Penalty: 845.790955
	Iteration 55Q: 3 clusters Score -619689.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -619691.187500 Penalty: 845.790955
	Iteration 56Q: 3 clusters Score -619691.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -619693.000000 Penalty: 845.790955
	Iteration 57Q: 3 clusters Score -619693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -619692.875000 Penalty: 845.790955
	Iteration 58Q: 3 clusters Score -619692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -619692.875000 Penalty: 845.790955
	Iteration 59F: 3 clusters Score -619692.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -148615.156250 Penalty: 362.997559
	Iteration 0F: 2 clusters Score -148615.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -146580.109375 Penalty: 725.995117
	Iteration 0F: 3 clusters Score -146580.1 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -147380.796875 Penalty: 725.995117
	Iteration 1F: 3 clusters Score -147380.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -147647.375000 Penalty: 725.995117
	Iteration 2F: 3 clusters Score -147647.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -147893.000000 Penalty: 725.995117
	Iteration 3F: 3 clusters Score -147893 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -148051.890625 Penalty: 725.995117
	Iteration 4F: 3 clusters Score -148051.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -148129.062500 Penalty: 725.995117
	Iteration 5Q: 3 clusters Score -148129.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -148163.437500 Penalty: 725.995117
	Iteration 6Q: 3 clusters Score -148163.4 nChanged 55
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: -148181.843750 Penalty: 725.995117
	Iteration 7Q: 3 clusters Score -148181.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -148187.656250 Penalty: 725.995117
	Iteration 8Q: 3 clusters Score -148187.7 nChanged 20
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: -148194.218750 Penalty: 725.995117
	Iteration 9Q: 3 clusters Score -148194.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -148198.015625 Penalty: 725.995117
	Iteration 10Q: 3 clusters Score -148198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -148200.812500 Penalty: 725.995117
	Iteration 11Q: 3 clusters Score -148200.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -148203.359375 Penalty: 725.995117
	Iteration 12Q: 3 clusters Score -148203.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -148204.515625 Penalty: 725.995117
	Iteration 13Q: 3 clusters Score -148204.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -148205.453125 Penalty: 725.995117
	Iteration 14Q: 3 clusters Score -148205.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -148206.078125 Penalty: 725.995117
	Iteration 15Q: 3 clusters Score -148206.1 nChanged 6
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: -148206.578125 Penalty: 725.995117
	Iteration 16Q: 3 clusters Score -148206.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -148207.031250 Penalty: 725.995117
	Iteration 17Q: 3 clusters Score -148207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -148207.500000 Penalty: 725.995117
	Iteration 18Q: 3 clusters Score -148207.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -148208.593750 Penalty: 725.995117
	Iteration 19Q: 3 clusters Score -148208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -148208.937500 Penalty: 725.995117
	Iteration 20F: 3 clusters Score -148208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -148209.687500 Penalty: 725.995117
	Iteration 21Q: 3 clusters Score -148209.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -148209.890625 Penalty: 725.995117
	Iteration 22Q: 3 clusters Score -148209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -148210.328125 Penalty: 725.995117
	Iteration 23Q: 3 clusters Score -148210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -148210.921875 Penalty: 725.995117
	Iteration 24Q: 3 clusters Score -148210.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -148211.281250 Penalty: 725.995117
	Iteration 25Q: 3 clusters Score -148211.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -148211.234375 Penalty: 725.995117
	Iteration 26Q: 3 clusters Score -148211.2 nChanged 2
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: -148211.453125 Penalty: 725.995117
	Iteration 27Q: 3 clusters Score -148211.5 nChanged 0
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: -148211.453125 Penalty: 725.995117
	Iteration 28F: 3 clusters Score -148211.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -31384.615234 Penalty: 308.949432
	Iteration 0F: 2 clusters Score -31384.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -30705.013672 Penalty: 617.898865
	Iteration 0F: 3 clusters Score -30705.01 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -31326.585938 Penalty: 617.898865
	Iteration 1F: 3 clusters Score -31326.59 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -31574.128906 Penalty: 617.898865
	Iteration 2F: 3 clusters Score -31574.13 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -31780.218750 Penalty: 617.898865
	Iteration 3F: 3 clusters Score -31780.22 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32000.982422 Penalty: 617.898865
	Iteration 4F: 3 clusters Score -32000.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -32089.861328 Penalty: 617.898865
	Iteration 5Q: 3 clusters Score -32089.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -32135.443359 Penalty: 617.898865
	Iteration 6Q: 3 clusters Score -32135.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -32152.693359 Penalty: 617.898865
	Iteration 7Q: 3 clusters Score -32152.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -32157.962891 Penalty: 617.898865
	Iteration 8Q: 3 clusters Score -32157.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -32157.962891 Penalty: 617.898865
	Iteration 9F: 3 clusters Score -32157.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 977 members 
Mstep: Class 7 contains 37923 members 
Mstep: Class 8 contains 9281 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 16 contains 318 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 795 members 
Mstep: Class 20 contains 711 members 
Mstep: Class 21 contains 794 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 6305 members 
Mstep: Class 24 contains 299 members 
Mstep: Class 25 contains 352 members 
Entering Unmasked Estep 
Score: -10126633.000000 Penalty: 13818.306641
Splitting cluster 18 changes total score from -10119949.000000 to -10126633.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -38236.277344 Penalty: 303.864563
	Iteration 0F: 2 clusters Score -38236.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -37693.128906 Penalty: 607.729126
	Iteration 0F: 3 clusters Score -37693.13 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -38533.164062 Penalty: 607.729126
	Iteration 1F: 3 clusters Score -38533.16 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -38685.316406 Penalty: 607.729126
	Iteration 2F: 3 clusters Score -38685.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -38776.769531 Penalty: 607.729126
	Iteration 3Q: 3 clusters Score -38776.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -38795.109375 Penalty: 607.729126
	Iteration 4Q: 3 clusters Score -38795.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -38805.878906 Penalty: 607.729126
	Iteration 5Q: 3 clusters Score -38805.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -38809.210938 Penalty: 607.729126
	Iteration 6Q: 3 clusters Score -38809.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -38810.960938 Penalty: 607.729126
	Iteration 7Q: 3 clusters Score -38810.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -38816.183594 Penalty: 607.729126
	Iteration 8Q: 3 clusters Score -38816.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -38831.398438 Penalty: 607.729126
	Iteration 9Q: 3 clusters Score -38831.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -38847.542969 Penalty: 607.729126
	Iteration 10Q: 3 clusters Score -38847.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -38862.925781 Penalty: 607.729126
	Iteration 11Q: 3 clusters Score -38862.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -38874.074219 Penalty: 607.729126
	Iteration 12Q: 3 clusters Score -38874.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -38882.917969 Penalty: 607.729126
	Iteration 13Q: 3 clusters Score -38882.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -38896.378906 Penalty: 607.729126
	Iteration 14Q: 3 clusters Score -38896.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -38921.949219 Penalty: 607.729126
	Iteration 15Q: 3 clusters Score -38921.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -38935.199219 Penalty: 607.729126
	Iteration 16Q: 3 clusters Score -38935.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -38944.535156 Penalty: 607.729126
	Iteration 17Q: 3 clusters Score -38944.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -38948.437500 Penalty: 607.729126
	Iteration 18Q: 3 clusters Score -38948.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -38950.468750 Penalty: 607.729126
	Iteration 19Q: 3 clusters Score -38950.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -38955.875000 Penalty: 607.729126
	Iteration 20F: 3 clusters Score -38955.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -38958.863281 Penalty: 607.729126
	Iteration 21Q: 3 clusters Score -38958.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -38961.855469 Penalty: 607.729126
	Iteration 22Q: 3 clusters Score -38961.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -38961.855469 Penalty: 607.729126
	Iteration 23F: 3 clusters Score -38961.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 977 members 
Mstep: Class 7 contains 37923 members 
Mstep: Class 8 contains 9281 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 16 contains 318 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 267 members 
Mstep: Class 20 contains 711 members 
Mstep: Class 21 contains 794 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 6305 members 
Mstep: Class 24 contains 299 members 
Mstep: Class 25 contains 352 members 
Mstep: Class 26 contains 528 members 
Entering Unmasked Estep 
Score: -10127115.000000 Penalty: 14371.039062
Splitting cluster 19 changes total score from -10119949.000000 to -10127115.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 977 members 
Mstep: Class 7 contains 37923 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10128277.000000 Penalty: 14371.039062
Iteration 39Q: 27 clusters Score -1.012828e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 228 members 
Mstep: Class 4 contains 548 members 
Mstep: Class 5 contains 105847 members 
Mstep: Class 6 contains 1019 members 
Mstep: Class 7 contains 38131 members 
Mstep: Class 8 contains 9093 members 
Mstep: Class 9 contains 1181 members 
Mstep: Class 10 contains 732 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 13 contains 2900 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 10886 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 2908 members 
Mstep: Class 18 contains 516 members 
Mstep: Class 19 contains 253 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 823 members 
Mstep: Class 22 contains 289 members 
Mstep: Class 23 contains 6019 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10129361.000000 Penalty: 14371.039062
Iteration 40F: 27 clusters Score -1.012936e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 549 members 
Mstep: Class 5 contains 105492 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 38166 members 
Mstep: Class 8 contains 9048 members 
Mstep: Class 9 contains 1158 members 
Mstep: Class 10 contains 692 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 15 contains 10891 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 2902 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 250 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 837 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 6364 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10129863.000000 Penalty: 14371.039062
Iteration 41Q: 27 clusters Score -1.012986e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2906 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 547 members 
Mstep: Class 5 contains 105280 members 
Mstep: Class 6 contains 1001 members 
Mstep: Class 7 contains 38212 members 
Mstep: Class 8 contains 8995 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 682 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 2925 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 10890 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 489 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 374 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130064.000000 Penalty: 14371.039062
Iteration 42Q: 27 clusters Score -1.013006e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2912 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 546 members 
Mstep: Class 5 contains 105154 members 
Mstep: Class 6 contains 999 members 
Mstep: Class 7 contains 38249 members 
Mstep: Class 8 contains 8962 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 608 members 
Mstep: Class 13 contains 2926 members 
Mstep: Class 14 contains 636 members 
Mstep: Class 15 contains 10889 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 487 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 845 members 
Mstep: Class 22 contains 395 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 292 members 
Mstep: Class 25 contains 321 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130158.000000 Penalty: 14371.039062
Iteration 43Q: 27 clusters Score -1.013016e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2917 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 549 members 
Mstep: Class 5 contains 105101 members 
Mstep: Class 6 contains 996 members 
Mstep: Class 7 contains 38247 members 
Mstep: Class 8 contains 8931 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 867 members 
Mstep: Class 12 contains 658 members 
Mstep: Class 13 contains 2934 members 
Mstep: Class 14 contains 648 members 
Mstep: Class 15 contains 10888 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 479 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 696 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 6682 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 316 members 
Mstep: Class 26 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130256.000000 Penalty: 14371.039062
Iteration 44Q: 27 clusters Score -1.013026e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 105062 members 
Mstep: Class 6 contains 992 members 
Mstep: Class 7 contains 38256 members 
Mstep: Class 8 contains 8925 members 
Mstep: Class 9 contains 1150 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 13 contains 2948 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 10889 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 471 members 
Mstep: Class 19 contains 246 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 6698 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 316 members 
Mstep: Class 26 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130329.000000 Penalty: 14371.039062
Iteration 45Q: 27 clusters Score -1.013033e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2917 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 105041 members 
Mstep: Class 6 contains 988 members 
Mstep: Class 7 contains 38263 members 
Mstep: Class 8 contains 8920 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 2957 members 
Mstep: Class 14 contains 664 members 
Mstep: Class 15 contains 10889 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 464 members 
Mstep: Class 19 contains 245 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 845 members 
Mstep: Class 22 contains 416 members 
Mstep: Class 23 contains 6697 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130451.000000 Penalty: 14371.039062
Iteration 46Q: 27 clusters Score -1.013045e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2911 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 105024 members 
Mstep: Class 6 contains 988 members 
Mstep: Class 7 contains 38272 members 
Mstep: Class 8 contains 8913 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 10889 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 2899 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 845 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 6693 members 
Mstep: Class 24 contains 295 members 
Mstep: Class 25 contains 314 members 
Mstep: Class 26 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130553.000000 Penalty: 14371.039062
Iteration 47Q: 27 clusters Score -1.013055e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2903 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 105012 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38275 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 670 members 
Mstep: Class 11 contains 769 members 
Mstep: Class 12 contains 812 members 
Mstep: Class 13 contains 2967 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 10889 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 2902 members 
Mstep: Class 18 contains 444 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 422 members 
Mstep: Class 23 contains 6691 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 312 members 
Mstep: Class 26 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130637.000000 Penalty: 14371.039062
Iteration 48Q: 27 clusters Score -1.013064e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2907 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 105005 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38276 members 
Mstep: Class 8 contains 8890 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 670 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 835 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 10892 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 2903 members 
Mstep: Class 18 contains 442 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 427 members 
Mstep: Class 23 contains 6695 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 309 members 
Mstep: Class 26 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130754.000000 Penalty: 14371.039062
Iteration 49Q: 27 clusters Score -1.013075e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 105001 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 38274 members 
Mstep: Class 8 contains 8881 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 721 members 
Mstep: Class 12 contains 871 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 683 members 
Mstep: Class 15 contains 10892 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 2906 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 6698 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 309 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130943.000000 Penalty: 14371.039062
Iteration 50Q: 27 clusters Score -1.013094e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2906 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 104993 members 
Mstep: Class 6 contains 984 members 
Mstep: Class 7 contains 38280 members 
Mstep: Class 8 contains 8868 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 706 members 
Mstep: Class 12 contains 892 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 14 contains 688 members 
Mstep: Class 15 contains 10891 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2906 members 
Mstep: Class 18 contains 436 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 308 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131072.000000 Penalty: 14371.039062
Iteration 51Q: 27 clusters Score -1.013107e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2895 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 984 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8871 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 14 contains 690 members 
Mstep: Class 15 contains 10891 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 19 contains 247 members 
Mstep: Class 20 contains 696 members 
Mstep: Class 21 contains 844 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 6702 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 309 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131113.000000 Penalty: 14371.039062
Iteration 52Q: 27 clusters Score -1.013111e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 104981 members 
Mstep: Class 6 contains 984 members 
Mstep: Class 7 contains 38283 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 686 members 
Mstep: Class 12 contains 922 members 
Mstep: Class 13 contains 2975 members 
Mstep: Class 14 contains 693 members 
Mstep: Class 15 contains 10892 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 845 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 6702 members 
Mstep: Class 24 contains 299 members 
Mstep: Class 25 contains 308 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131163.000000 Penalty: 14371.039062
Iteration 53Q: 27 clusters Score -1.013116e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 104982 members 
Mstep: Class 6 contains 984 members 
Mstep: Class 7 contains 38284 members 
Mstep: Class 8 contains 8881 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 928 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 10892 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2908 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 250 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 845 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 6700 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 308 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131191.000000 Penalty: 14371.039062
Iteration 54Q: 27 clusters Score -1.013119e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 985 members 
Mstep: Class 7 contains 38283 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 674 members 
Mstep: Class 12 contains 932 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 700 members 
Mstep: Class 15 contains 10888 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2909 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 250 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 845 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 308 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131196.000000 Penalty: 14371.039062
Iteration 55Q: 27 clusters Score -1.01312e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2852 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 38284 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 670 members 
Mstep: Class 12 contains 936 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2909 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 250 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 306 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131224.000000 Penalty: 14371.039062
Iteration 56Q: 27 clusters Score -1.013122e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38284 members 
Mstep: Class 8 contains 8902 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 670 members 
Mstep: Class 12 contains 942 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 709 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2909 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 250 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 305 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131201.000000 Penalty: 14371.039062
Iteration 57Q: 27 clusters Score -1.01312e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2838 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38285 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 944 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 711 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2909 members 
Mstep: Class 18 contains 410 members 
Mstep: Class 19 contains 250 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 305 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131207.000000 Penalty: 14371.039062
Iteration 58Q: 27 clusters Score -1.013121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 989 members 
Mstep: Class 7 contains 38285 members 
Mstep: Class 8 contains 8910 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2909 members 
Mstep: Class 18 contains 409 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 304 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131214.000000 Penalty: 14371.039062
Iteration 59Q: 27 clusters Score -1.013121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2824 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 989 members 
Mstep: Class 7 contains 38286 members 
Mstep: Class 8 contains 8919 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2909 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 304 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131264.000000 Penalty: 14371.039062
Iteration 60F: 27 clusters Score -1.013126e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2819 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 989 members 
Mstep: Class 7 contains 38286 members 
Mstep: Class 8 contains 8925 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 950 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2909 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 299 members 
Mstep: Class 25 contains 304 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131263.000000 Penalty: 14371.039062
Iteration 61Q: 27 clusters Score -1.013126e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38286 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 951 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2910 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 304 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131265.000000 Penalty: 14371.039062
Iteration 62Q: 27 clusters Score -1.013126e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 985 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 949 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2910 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 450 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 304 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131276.000000 Penalty: 14371.039062
Iteration 63Q: 27 clusters Score -1.013128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 985 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8944 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 940 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 304 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131297.000000 Penalty: 14371.039062
Iteration 64Q: 27 clusters Score -1.01313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8941 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 939 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 304 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131326.000000 Penalty: 14371.039062
Iteration 65Q: 27 clusters Score -1.013133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8941 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 937 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 707 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 308 members 
Mstep: Class 25 contains 304 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131321.000000 Penalty: 14371.039062
Iteration 66Q: 27 clusters Score -1.013132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2802 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8941 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 936 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 303 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131325.000000 Penalty: 14371.039062
Iteration 67Q: 27 clusters Score -1.013132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2796 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8946 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 937 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131330.000000 Penalty: 14371.039062
Iteration 68Q: 27 clusters Score -1.013133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8950 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 937 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 314 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131333.000000 Penalty: 14371.039062
Iteration 69Q: 27 clusters Score -1.013133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2785 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8956 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 937 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131344.000000 Penalty: 14371.039062
Iteration 70Q: 27 clusters Score -1.013134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8961 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 936 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131323.000000 Penalty: 14371.039062
Iteration 71Q: 27 clusters Score -1.013132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8962 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131344.000000 Penalty: 14371.039062
Iteration 72Q: 27 clusters Score -1.013134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8962 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131328.000000 Penalty: 14371.039062
Iteration 73Q: 27 clusters Score -1.013133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8963 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131351.000000 Penalty: 14371.039062
Iteration 74Q: 27 clusters Score -1.013135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8965 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131332.000000 Penalty: 14371.039062
Iteration 75Q: 27 clusters Score -1.013133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8968 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131344.000000 Penalty: 14371.039062
Iteration 76Q: 27 clusters Score -1.013134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8968 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131344.000000 Penalty: 14371.039062
Iteration 77F: 27 clusters Score -1.013134e+07 nChanged 0
Entering ConstructFrom: 
Score: -10131344.000000 Penalty: 14371.039062
Entering ConstructFrom: 
Trying to split cluster 1 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -5512.323730 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -5512.324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5302.647461 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -5302.647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5378.434570 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -5378.435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5431.495117 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -5431.495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5444.263184 Penalty: 445.703430
	Iteration 3F: 3 clusters Score -5444.263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5454.739746 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -5454.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5466.375488 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -5466.375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5474.701172 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -5474.701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5477.674805 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -5477.675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5477.674805 Penalty: 445.703430
	Iteration 8F: 3 clusters Score -5477.675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Entering Unmasked Estep 
Score: -145535.140625 Penalty: 360.742493
	Iteration 0F: 2 clusters Score -145535.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -143620.906250 Penalty: 721.484985
	Iteration 0F: 3 clusters Score -143620.9 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -144735.765625 Penalty: 721.484985
	Iteration 1F: 3 clusters Score -144735.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -145061.359375 Penalty: 721.484985
	Iteration 2F: 3 clusters Score -145061.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -145231.125000 Penalty: 721.484985
	Iteration 3F: 3 clusters Score -145231.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -145358.640625 Penalty: 721.484985
	Iteration 4Q: 3 clusters Score -145358.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -145502.375000 Penalty: 721.484985
	Iteration 5Q: 3 clusters Score -145502.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -145566.437500 Penalty: 721.484985
	Iteration 6Q: 3 clusters Score -145566.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -145599.500000 Penalty: 721.484985
	Iteration 7Q: 3 clusters Score -145599.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -145614.875000 Penalty: 721.484985
	Iteration 8Q: 3 clusters Score -145614.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -145621.718750 Penalty: 721.484985
	Iteration 9Q: 3 clusters Score -145621.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -145625.000000 Penalty: 721.484985
	Iteration 10Q: 3 clusters Score -145625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -145628.687500 Penalty: 721.484985
	Iteration 11Q: 3 clusters Score -145628.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -145632.640625 Penalty: 721.484985
	Iteration 12Q: 3 clusters Score -145632.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -145635.093750 Penalty: 721.484985
	Iteration 13Q: 3 clusters Score -145635.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -145637.812500 Penalty: 721.484985
	Iteration 14Q: 3 clusters Score -145637.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -145640.687500 Penalty: 721.484985
	Iteration 15Q: 3 clusters Score -145640.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -145642.171875 Penalty: 721.484985
	Iteration 16Q: 3 clusters Score -145642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -145644.375000 Penalty: 721.484985
	Iteration 17Q: 3 clusters Score -145644.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -145645.687500 Penalty: 721.484985
	Iteration 18Q: 3 clusters Score -145645.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -145647.453125 Penalty: 721.484985
	Iteration 19Q: 3 clusters Score -145647.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -145648.593750 Penalty: 721.484985
	Iteration 20F: 3 clusters Score -145648.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -145651.234375 Penalty: 721.484985
	Iteration 21Q: 3 clusters Score -145651.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -145654.500000 Penalty: 721.484985
	Iteration 22Q: 3 clusters Score -145654.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -145658.109375 Penalty: 721.484985
	Iteration 23Q: 3 clusters Score -145658.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -145662.171875 Penalty: 721.484985
	Iteration 24Q: 3 clusters Score -145662.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -145664.765625 Penalty: 721.484985
	Iteration 25Q: 3 clusters Score -145664.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -145670.609375 Penalty: 721.484985
	Iteration 26Q: 3 clusters Score -145670.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -145677.375000 Penalty: 721.484985
	Iteration 27Q: 3 clusters Score -145677.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -145688.953125 Penalty: 721.484985
	Iteration 28Q: 3 clusters Score -145689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -145699.578125 Penalty: 721.484985
	Iteration 29Q: 3 clusters Score -145699.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -145705.125000 Penalty: 721.484985
	Iteration 30Q: 3 clusters Score -145705.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -145707.718750 Penalty: 721.484985
	Iteration 31Q: 3 clusters Score -145707.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -145709.937500 Penalty: 721.484985
	Iteration 32Q: 3 clusters Score -145709.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -145711.375000 Penalty: 721.484985
	Iteration 33Q: 3 clusters Score -145711.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -145712.250000 Penalty: 721.484985
	Iteration 34Q: 3 clusters Score -145712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -145712.687500 Penalty: 721.484985
	Iteration 35Q: 3 clusters Score -145712.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -145713.734375 Penalty: 721.484985
	Iteration 36Q: 3 clusters Score -145713.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -145714.703125 Penalty: 721.484985
	Iteration 37Q: 3 clusters Score -145714.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -145716.531250 Penalty: 721.484985
	Iteration 38Q: 3 clusters Score -145716.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -145717.203125 Penalty: 721.484985
	Iteration 39Q: 3 clusters Score -145717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -145717.718750 Penalty: 721.484985
	Iteration 40F: 3 clusters Score -145717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -145717.890625 Penalty: 721.484985
	Iteration 41Q: 3 clusters Score -145717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -145717.828125 Penalty: 721.484985
	Iteration 42Q: 3 clusters Score -145717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -145717.921875 Penalty: 721.484985
	Iteration 43Q: 3 clusters Score -145717.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -145717.921875 Penalty: 721.484985
	Iteration 44F: 3 clusters Score -145717.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8968 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 1670 members 
Entering Unmasked Estep 
Score: -10131315.000000 Penalty: 14923.770508
Splitting cluster 2 changes total score from -10131344.000000 to -10131315.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -11970.316406 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -11970.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11676.220703 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11676.22 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11746.775391 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11746.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11788.565430 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11788.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11807.795898 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -11807.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11830.080078 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11830.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11845.051758 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -11845.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11854.556641 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -11854.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11861.275391 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -11861.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11867.882812 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -11867.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11877.265625 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -11877.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11880.614258 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -11880.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11900.944336 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -11900.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11916.166016 Penalty: 506.719360
	Iteration 12Q: 3 clusters Score -11916.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11949.595703 Penalty: 506.719360
	Iteration 13Q: 3 clusters Score -11949.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11968.057617 Penalty: 506.719360
	Iteration 14Q: 3 clusters Score -11968.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12001.105469 Penalty: 506.719360
	Iteration 15Q: 3 clusters Score -12001.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12022.669922 Penalty: 506.719360
	Iteration 16Q: 3 clusters Score -12022.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12035.622070 Penalty: 506.719360
	Iteration 17Q: 3 clusters Score -12035.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12049.718750 Penalty: 506.719360
	Iteration 18Q: 3 clusters Score -12049.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12057.922852 Penalty: 506.719360
	Iteration 19Q: 3 clusters Score -12057.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12073.462891 Penalty: 506.719360
	Iteration 20F: 3 clusters Score -12073.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12114.758789 Penalty: 506.719360
	Iteration 21Q: 3 clusters Score -12114.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12139.774414 Penalty: 506.719360
	Iteration 22Q: 3 clusters Score -12139.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12141.975586 Penalty: 506.719360
	Iteration 23Q: 3 clusters Score -12141.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12141.975586 Penalty: 506.719360
	Iteration 24F: 3 clusters Score -12141.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 91 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8968 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 171 members 
Entering Unmasked Estep 
Score: -10131215.000000 Penalty: 14923.770508
Splitting cluster 3 changes total score from -10131344.000000 to -10131215.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -27344.986328 Penalty: 287.183929
	Iteration 0F: 2 clusters Score -27344.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26830.132812 Penalty: 574.367859
	Iteration 0F: 3 clusters Score -26830.13 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27100.423828 Penalty: 574.367859
	Iteration 1F: 3 clusters Score -27100.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27213.179688 Penalty: 574.367859
	Iteration 2F: 3 clusters Score -27213.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -27266.371094 Penalty: 574.367859
	Iteration 3F: 3 clusters Score -27266.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27288.134766 Penalty: 574.367859
	Iteration 4Q: 3 clusters Score -27288.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27305.025391 Penalty: 574.367859
	Iteration 5Q: 3 clusters Score -27305.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27325.917969 Penalty: 574.367859
	Iteration 6Q: 3 clusters Score -27325.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -27333.863281 Penalty: 574.367859
	Iteration 7Q: 3 clusters Score -27333.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27334.662109 Penalty: 574.367859
	Iteration 8Q: 3 clusters Score -27334.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27340.781250 Penalty: 574.367859
	Iteration 9Q: 3 clusters Score -27340.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27350.023438 Penalty: 574.367859
	Iteration 10Q: 3 clusters Score -27350.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27354.570312 Penalty: 574.367859
	Iteration 11Q: 3 clusters Score -27354.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27357.294922 Penalty: 574.367859
	Iteration 12Q: 3 clusters Score -27357.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27361.603516 Penalty: 574.367859
	Iteration 13Q: 3 clusters Score -27361.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27364.732422 Penalty: 574.367859
	Iteration 14Q: 3 clusters Score -27364.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27377.548828 Penalty: 574.367859
	Iteration 15Q: 3 clusters Score -27377.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27387.845703 Penalty: 574.367859
	Iteration 16Q: 3 clusters Score -27387.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27396.234375 Penalty: 574.367859
	Iteration 17Q: 3 clusters Score -27396.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27412.021484 Penalty: 574.367859
	Iteration 18Q: 3 clusters Score -27412.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27427.574219 Penalty: 574.367859
	Iteration 19Q: 3 clusters Score -27427.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27431.242188 Penalty: 574.367859
	Iteration 20F: 3 clusters Score -27431.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27431.531250 Penalty: 574.367859
	Iteration 21Q: 3 clusters Score -27431.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27431.531250 Penalty: 574.367859
	Iteration 22F: 3 clusters Score -27431.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 272 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8968 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 279 members 
Entering Unmasked Estep 
Score: -10131182.000000 Penalty: 14923.770508
Splitting cluster 4 changes total score from -10131344.000000 to -10131182.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (104984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104984 members 
Entering Unmasked Estep 
Score: -6032177.000000 Penalty: 526.051147
	Iteration 0F: 2 clusters Score -6032177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -5965638.000000 Penalty: 1052.102295
	Iteration 0F: 3 clusters Score -5965638 nChanged 51553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -5996156.000000 Penalty: 1052.102295
	Iteration 1F: 3 clusters Score -5996156 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -5997782.500000 Penalty: 1052.102295
	Iteration 2Q: 3 clusters Score -5997782 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -6000683.500000 Penalty: 1052.102295
	Iteration 3F: 3 clusters Score -6000684 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -6004681.500000 Penalty: 1052.102295
	Iteration 4F: 3 clusters Score -6004682 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -6009404.000000 Penalty: 1052.102295
	Iteration 5F: 3 clusters Score -6009404 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -6014378.000000 Penalty: 1052.102295
	Iteration 6F: 3 clusters Score -6014378 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -6018594.500000 Penalty: 1052.102295
	Iteration 7F: 3 clusters Score -6018594 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -6021864.000000 Penalty: 1052.102295
	Iteration 8Q: 3 clusters Score -6021864 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91582 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -6023750.500000 Penalty: 1052.102295
	Iteration 9Q: 3 clusters Score -6023750 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -6024532.000000 Penalty: 1052.102295
	Iteration 10Q: 3 clusters Score -6024532 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -6025077.500000 Penalty: 1052.102295
	Iteration 11Q: 3 clusters Score -6025078 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94920 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -6025562.500000 Penalty: 1052.102295
	Iteration 12Q: 3 clusters Score -6025562 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -6026062.000000 Penalty: 1052.102295
	Iteration 13Q: 3 clusters Score -6026062 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -6026607.000000 Penalty: 1052.102295
	Iteration 14Q: 3 clusters Score -6026607 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97585 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -6027189.000000 Penalty: 1052.102295
	Iteration 15Q: 3 clusters Score -6027189 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98426 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -6027864.500000 Penalty: 1052.102295
	Iteration 16Q: 3 clusters Score -6027864 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99164 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -6028460.000000 Penalty: 1052.102295
	Iteration 17Q: 3 clusters Score -6028460 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99915 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -6029170.500000 Penalty: 1052.102295
	Iteration 18Q: 3 clusters Score -6029170 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -6029638.000000 Penalty: 1052.102295
	Iteration 19Q: 3 clusters Score -6029638 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -6030026.000000 Penalty: 1052.102295
	Iteration 20F: 3 clusters Score -6030026 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101591 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -6030413.500000 Penalty: 1052.102295
	Iteration 21Q: 3 clusters Score -6030414 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101988 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6030616.000000 Penalty: 1052.102295
	Iteration 22Q: 3 clusters Score -6030616 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102322 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -6030847.000000 Penalty: 1052.102295
	Iteration 23Q: 3 clusters Score -6030847 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102637 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -6031008.000000 Penalty: 1052.102295
	Iteration 24Q: 3 clusters Score -6031008 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6031165.500000 Penalty: 1052.102295
	Iteration 25Q: 3 clusters Score -6031166 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103092 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6031270.500000 Penalty: 1052.102295
	Iteration 26Q: 3 clusters Score -6031270 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6031396.000000 Penalty: 1052.102295
	Iteration 27Q: 3 clusters Score -6031396 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6031501.500000 Penalty: 1052.102295
	Iteration 28Q: 3 clusters Score -6031502 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6031540.500000 Penalty: 1052.102295
	Iteration 29Q: 3 clusters Score -6031540 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103595 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6031570.000000 Penalty: 1052.102295
	Iteration 30Q: 3 clusters Score -6031570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103672 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6031604.500000 Penalty: 1052.102295
	Iteration 31Q: 3 clusters Score -6031604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103752 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6031642.500000 Penalty: 1052.102295
	Iteration 32Q: 3 clusters Score -6031642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103807 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6031648.000000 Penalty: 1052.102295
	Iteration 33Q: 3 clusters Score -6031648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103866 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6031664.500000 Penalty: 1052.102295
	Iteration 34Q: 3 clusters Score -6031664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103907 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6031678.000000 Penalty: 1052.102295
	Iteration 35Q: 3 clusters Score -6031678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6031706.000000 Penalty: 1052.102295
	Iteration 36Q: 3 clusters Score -6031706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103992 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6031722.500000 Penalty: 1052.102295
	Iteration 37Q: 3 clusters Score -6031722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104035 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6031749.500000 Penalty: 1052.102295
	Iteration 38Q: 3 clusters Score -6031750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104062 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6031771.000000 Penalty: 1052.102295
	Iteration 39Q: 3 clusters Score -6031771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104094 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6031793.500000 Penalty: 1052.102295
	Iteration 40F: 3 clusters Score -6031794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104113 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6031810.000000 Penalty: 1052.102295
	Iteration 41Q: 3 clusters Score -6031810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6031823.500000 Penalty: 1052.102295
	Iteration 42Q: 3 clusters Score -6031824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104141 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6031814.000000 Penalty: 1052.102295
	Iteration 43Q: 3 clusters Score -6031814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6031823.000000 Penalty: 1052.102295
	Iteration 44Q: 3 clusters Score -6031823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104166 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6031827.000000 Penalty: 1052.102295
	Iteration 45Q: 3 clusters Score -6031827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6031835.000000 Penalty: 1052.102295
	Iteration 46Q: 3 clusters Score -6031835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104190 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6031836.000000 Penalty: 1052.102295
	Iteration 47Q: 3 clusters Score -6031836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104203 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6031844.000000 Penalty: 1052.102295
	Iteration 48Q: 3 clusters Score -6031844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104219 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6031853.000000 Penalty: 1052.102295
	Iteration 49Q: 3 clusters Score -6031853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104234 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6031856.500000 Penalty: 1052.102295
	Iteration 50Q: 3 clusters Score -6031856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104246 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6031858.500000 Penalty: 1052.102295
	Iteration 51Q: 3 clusters Score -6031858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104258 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6031872.500000 Penalty: 1052.102295
	Iteration 52Q: 3 clusters Score -6031872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104265 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6031875.000000 Penalty: 1052.102295
	Iteration 53Q: 3 clusters Score -6031875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104283 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6031892.000000 Penalty: 1052.102295
	Iteration 54Q: 3 clusters Score -6031892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104300 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6031894.500000 Penalty: 1052.102295
	Iteration 55Q: 3 clusters Score -6031894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104311 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6031897.000000 Penalty: 1052.102295
	Iteration 56Q: 3 clusters Score -6031897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104320 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6031910.500000 Penalty: 1052.102295
	Iteration 57Q: 3 clusters Score -6031910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104325 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6031917.500000 Penalty: 1052.102295
	Iteration 58Q: 3 clusters Score -6031918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6031919.500000 Penalty: 1052.102295
	Iteration 59Q: 3 clusters Score -6031920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6031927.500000 Penalty: 1052.102295
	Iteration 60F: 3 clusters Score -6031928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104346 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6031936.000000 Penalty: 1052.102295
	Iteration 61Q: 3 clusters Score -6031936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6031933.000000 Penalty: 1052.102295
	Iteration 62Q: 3 clusters Score -6031933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104356 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6031945.500000 Penalty: 1052.102295
	Iteration 63Q: 3 clusters Score -6031946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104362 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6031948.000000 Penalty: 1052.102295
	Iteration 64Q: 3 clusters Score -6031948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104365 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6031952.500000 Penalty: 1052.102295
	Iteration 65Q: 3 clusters Score -6031952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104367 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6031953.000000 Penalty: 1052.102295
	Iteration 66Q: 3 clusters Score -6031953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6031958.500000 Penalty: 1052.102295
	Iteration 67Q: 3 clusters Score -6031958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104367 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6031957.000000 Penalty: 1052.102295
	Iteration 68Q: 3 clusters Score -6031957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6031948.500000 Penalty: 1052.102295
	Iteration 69Q: 3 clusters Score -6031948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104365 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6031957.000000 Penalty: 1052.102295
	Iteration 70Q: 3 clusters Score -6031957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104365 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6031953.500000 Penalty: 1052.102295
	Iteration 71Q: 3 clusters Score -6031954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104365 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6031953.500000 Penalty: 1052.102295
	Iteration 72F: 3 clusters Score -6031954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -50852.339844 Penalty: 313.707489
	Iteration 0F: 2 clusters Score -50852.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -50064.609375 Penalty: 627.414978
	Iteration 0F: 3 clusters Score -50064.61 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -50436.828125 Penalty: 627.414978
	Iteration 1F: 3 clusters Score -50436.83 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -50668.773438 Penalty: 627.414978
	Iteration 2F: 3 clusters Score -50668.77 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -50888.765625 Penalty: 627.414978
	Iteration 3F: 3 clusters Score -50888.77 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -51074.480469 Penalty: 627.414978
	Iteration 4F: 3 clusters Score -51074.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -51135.421875 Penalty: 627.414978
	Iteration 5Q: 3 clusters Score -51135.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -51192.582031 Penalty: 627.414978
	Iteration 6Q: 3 clusters Score -51192.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -51235.750000 Penalty: 627.414978
	Iteration 7Q: 3 clusters Score -51235.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -51266.578125 Penalty: 627.414978
	Iteration 8Q: 3 clusters Score -51266.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -51274.839844 Penalty: 627.414978
	Iteration 9Q: 3 clusters Score -51274.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -51276.617188 Penalty: 627.414978
	Iteration 10Q: 3 clusters Score -51276.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -51277.335938 Penalty: 627.414978
	Iteration 11Q: 3 clusters Score -51277.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -51277.648438 Penalty: 627.414978
	Iteration 12Q: 3 clusters Score -51277.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -51277.648438 Penalty: 627.414978
	Iteration 13F: 3 clusters Score -51277.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 8968 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 706 members 
Entering Unmasked Estep 
Score: -10131540.000000 Penalty: 14923.770508
Splitting cluster 6 changes total score from -10131344.000000 to -10131540.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 7 (38287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Entering Unmasked Estep 
Score: -2050047.375000 Penalty: 480.155396
	Iteration 0F: 2 clusters Score -2050047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2024319.375000 Penalty: 960.310791
	Iteration 0F: 3 clusters Score -2024319 nChanged 18414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2035875.625000 Penalty: 960.310791
	Iteration 1F: 3 clusters Score -2035876 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2037364.500000 Penalty: 960.310791
	Iteration 2F: 3 clusters Score -2037364 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2039569.375000 Penalty: 960.310791
	Iteration 3F: 3 clusters Score -2039569 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2041906.750000 Penalty: 960.310791
	Iteration 4F: 3 clusters Score -2041907 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2044148.250000 Penalty: 960.310791
	Iteration 5F: 3 clusters Score -2044148 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2045985.875000 Penalty: 960.310791
	Iteration 6F: 3 clusters Score -2045986 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2047367.500000 Penalty: 960.310791
	Iteration 7Q: 3 clusters Score -2047368 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2048378.125000 Penalty: 960.310791
	Iteration 8Q: 3 clusters Score -2048378 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2048969.500000 Penalty: 960.310791
	Iteration 9Q: 3 clusters Score -2048970 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2049307.875000 Penalty: 960.310791
	Iteration 10Q: 3 clusters Score -2049308 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2049478.375000 Penalty: 960.310791
	Iteration 11Q: 3 clusters Score -2049478 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2049561.625000 Penalty: 960.310791
	Iteration 12Q: 3 clusters Score -2049562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2049606.500000 Penalty: 960.310791
	Iteration 13Q: 3 clusters Score -2049606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2049643.125000 Penalty: 960.310791
	Iteration 14Q: 3 clusters Score -2049643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2049663.375000 Penalty: 960.310791
	Iteration 15Q: 3 clusters Score -2049663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2049674.125000 Penalty: 960.310791
	Iteration 16Q: 3 clusters Score -2049674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2049681.125000 Penalty: 960.310791
	Iteration 17Q: 3 clusters Score -2049681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2049688.750000 Penalty: 960.310791
	Iteration 18Q: 3 clusters Score -2049689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2049691.125000 Penalty: 960.310791
	Iteration 19Q: 3 clusters Score -2049691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2049693.625000 Penalty: 960.310791
	Iteration 20F: 3 clusters Score -2049694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2049694.250000 Penalty: 960.310791
	Iteration 21Q: 3 clusters Score -2049694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2049696.375000 Penalty: 960.310791
	Iteration 22Q: 3 clusters Score -2049696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2049697.375000 Penalty: 960.310791
	Iteration 23Q: 3 clusters Score -2049697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2049697.375000 Penalty: 960.310791
	Iteration 24F: 3 clusters Score -2049697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Entering Unmasked Estep 
Score: -455578.343750 Penalty: 414.114502
	Iteration 0F: 2 clusters Score -455578.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -449659.125000 Penalty: 828.229004
	Iteration 0F: 3 clusters Score -449659.1 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -452887.187500 Penalty: 828.229004
	Iteration 1F: 3 clusters Score -452887.2 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -453812.281250 Penalty: 828.229004
	Iteration 2F: 3 clusters Score -453812.3 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -454644.531250 Penalty: 828.229004
	Iteration 3F: 3 clusters Score -454644.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -455249.437500 Penalty: 828.229004
	Iteration 4F: 3 clusters Score -455249.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -455557.968750 Penalty: 828.229004
	Iteration 5Q: 3 clusters Score -455558 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -455700.468750 Penalty: 828.229004
	Iteration 6Q: 3 clusters Score -455700.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -455774.093750 Penalty: 828.229004
	Iteration 7Q: 3 clusters Score -455774.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -455801.937500 Penalty: 828.229004
	Iteration 8Q: 3 clusters Score -455801.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -455820.718750 Penalty: 828.229004
	Iteration 9Q: 3 clusters Score -455820.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -455829.250000 Penalty: 828.229004
	Iteration 10Q: 3 clusters Score -455829.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -455839.531250 Penalty: 828.229004
	Iteration 11Q: 3 clusters Score -455839.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -455848.187500 Penalty: 828.229004
	Iteration 12Q: 3 clusters Score -455848.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -455854.312500 Penalty: 828.229004
	Iteration 13Q: 3 clusters Score -455854.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -455859.343750 Penalty: 828.229004
	Iteration 14Q: 3 clusters Score -455859.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -455869.500000 Penalty: 828.229004
	Iteration 15Q: 3 clusters Score -455869.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -455880.875000 Penalty: 828.229004
	Iteration 16Q: 3 clusters Score -455880.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -455891.093750 Penalty: 828.229004
	Iteration 17Q: 3 clusters Score -455891.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -455899.406250 Penalty: 828.229004
	Iteration 18Q: 3 clusters Score -455899.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -455904.750000 Penalty: 828.229004
	Iteration 19Q: 3 clusters Score -455904.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -455908.500000 Penalty: 828.229004
	Iteration 20F: 3 clusters Score -455908.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -455911.812500 Penalty: 828.229004
	Iteration 21Q: 3 clusters Score -455911.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -455914.281250 Penalty: 828.229004
	Iteration 22Q: 3 clusters Score -455914.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -455915.406250 Penalty: 828.229004
	Iteration 23Q: 3 clusters Score -455915.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -455916.031250 Penalty: 828.229004
	Iteration 24Q: 3 clusters Score -455916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -455918.218750 Penalty: 828.229004
	Iteration 25Q: 3 clusters Score -455918.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -455919.687500 Penalty: 828.229004
	Iteration 26Q: 3 clusters Score -455919.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -455919.312500 Penalty: 828.229004
	Iteration 27Q: 3 clusters Score -455919.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -455922.437500 Penalty: 828.229004
	Iteration 28Q: 3 clusters Score -455922.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -455921.312500 Penalty: 828.229004
	Iteration 29Q: 3 clusters Score -455921.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -455923.218750 Penalty: 828.229004
	Iteration 30Q: 3 clusters Score -455923.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -455925.187500 Penalty: 828.229004
	Iteration 31Q: 3 clusters Score -455925.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -455925.875000 Penalty: 828.229004
	Iteration 32Q: 3 clusters Score -455925.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -455926.187500 Penalty: 828.229004
	Iteration 33Q: 3 clusters Score -455926.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -455926.812500 Penalty: 828.229004
	Iteration 34Q: 3 clusters Score -455926.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -455926.593750 Penalty: 828.229004
	Iteration 35Q: 3 clusters Score -455926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -455926.187500 Penalty: 828.229004
	Iteration 36Q: 3 clusters Score -455926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -455925.875000 Penalty: 828.229004
	Iteration 37Q: 3 clusters Score -455925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -455926.250000 Penalty: 828.229004
	Iteration 38Q: 3 clusters Score -455926.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -455927.062500 Penalty: 828.229004
	Iteration 39Q: 3 clusters Score -455927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -455926.875000 Penalty: 828.229004
	Iteration 40F: 3 clusters Score -455926.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -455926.937500 Penalty: 828.229004
	Iteration 41Q: 3 clusters Score -455926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -455927.531250 Penalty: 828.229004
	Iteration 42Q: 3 clusters Score -455927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -455926.281250 Penalty: 828.229004
	Iteration 43Q: 3 clusters Score -455926.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -455927.656250 Penalty: 828.229004
	Iteration 44Q: 3 clusters Score -455927.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -455926.468750 Penalty: 828.229004
	Iteration 45Q: 3 clusters Score -455926.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -455927.187500 Penalty: 828.229004
	Iteration 46Q: 3 clusters Score -455927.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -455927.968750 Penalty: 828.229004
	Iteration 47Q: 3 clusters Score -455928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -455926.812500 Penalty: 828.229004
	Iteration 48Q: 3 clusters Score -455926.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -455927.500000 Penalty: 828.229004
	Iteration 49Q: 3 clusters Score -455927.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -455927.937500 Penalty: 828.229004
	Iteration 50Q: 3 clusters Score -455927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -455927.937500 Penalty: 828.229004
	Iteration 51F: 3 clusters Score -455927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 5062 members 
Entering Unmasked Estep 
Score: -10131760.000000 Penalty: 15476.502930
Splitting cluster 8 changes total score from -10131344.000000 to -10131760.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -61756.144531 Penalty: 321.212585
	Iteration 0F: 2 clusters Score -61756.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -60865.218750 Penalty: 642.425171
	Iteration 0F: 3 clusters Score -60865.22 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -61141.355469 Penalty: 642.425171
	Iteration 1F: 3 clusters Score -61141.36 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -61235.531250 Penalty: 642.425171
	Iteration 2F: 3 clusters Score -61235.53 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -61329.855469 Penalty: 642.425171
	Iteration 3F: 3 clusters Score -61329.86 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -61398.375000 Penalty: 642.425171
	Iteration 4F: 3 clusters Score -61398.38 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -61441.851562 Penalty: 642.425171
	Iteration 5F: 3 clusters Score -61441.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -61460.734375 Penalty: 642.425171
	Iteration 6Q: 3 clusters Score -61460.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -61469.339844 Penalty: 642.425171
	Iteration 7Q: 3 clusters Score -61469.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -61475.976562 Penalty: 642.425171
	Iteration 8Q: 3 clusters Score -61475.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -61483.679688 Penalty: 642.425171
	Iteration 9Q: 3 clusters Score -61483.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -61493.015625 Penalty: 642.425171
	Iteration 10Q: 3 clusters Score -61493.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -61503.480469 Penalty: 642.425171
	Iteration 11Q: 3 clusters Score -61503.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -61511.296875 Penalty: 642.425171
	Iteration 12Q: 3 clusters Score -61511.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -61512.750000 Penalty: 642.425171
	Iteration 13Q: 3 clusters Score -61512.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61514.277344 Penalty: 642.425171
	Iteration 14Q: 3 clusters Score -61514.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -61514.835938 Penalty: 642.425171
	Iteration 15Q: 3 clusters Score -61514.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61515.457031 Penalty: 642.425171
	Iteration 16Q: 3 clusters Score -61515.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -61515.640625 Penalty: 642.425171
	Iteration 17Q: 3 clusters Score -61515.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -61515.640625 Penalty: 642.425171
	Iteration 18F: 3 clusters Score -61515.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -30307.218750 Penalty: 295.396912
	Iteration 0F: 2 clusters Score -30307.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29733.826172 Penalty: 590.793823
	Iteration 0F: 3 clusters Score -29733.83 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29899.472656 Penalty: 590.793823
	Iteration 1F: 3 clusters Score -29899.47 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29958.017578 Penalty: 590.793823
	Iteration 2F: 3 clusters Score -29958.02 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30014.523438 Penalty: 590.793823
	Iteration 3F: 3 clusters Score -30014.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30044.494141 Penalty: 590.793823
	Iteration 4F: 3 clusters Score -30044.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30061.582031 Penalty: 590.793823
	Iteration 5Q: 3 clusters Score -30061.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -30075.152344 Penalty: 590.793823
	Iteration 6Q: 3 clusters Score -30075.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -30095.285156 Penalty: 590.793823
	Iteration 7Q: 3 clusters Score -30095.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -30108.666016 Penalty: 590.793823
	Iteration 8Q: 3 clusters Score -30108.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -30118.308594 Penalty: 590.793823
	Iteration 9Q: 3 clusters Score -30118.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -30123.964844 Penalty: 590.793823
	Iteration 10Q: 3 clusters Score -30123.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -30127.687500 Penalty: 590.793823
	Iteration 11Q: 3 clusters Score -30127.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -30133.269531 Penalty: 590.793823
	Iteration 12Q: 3 clusters Score -30133.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -30143.472656 Penalty: 590.793823
	Iteration 13Q: 3 clusters Score -30143.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -30161.222656 Penalty: 590.793823
	Iteration 14Q: 3 clusters Score -30161.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -30170.261719 Penalty: 590.793823
	Iteration 15Q: 3 clusters Score -30170.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -30171.773438 Penalty: 590.793823
	Iteration 16Q: 3 clusters Score -30171.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -30172.013672 Penalty: 590.793823
	Iteration 17Q: 3 clusters Score -30172.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -30173.003906 Penalty: 590.793823
	Iteration 18Q: 3 clusters Score -30173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -30173.003906 Penalty: 590.793823
	Iteration 19F: 3 clusters Score -30173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -31250.080078 Penalty: 296.013184
	Iteration 0F: 2 clusters Score -31250.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30670.566406 Penalty: 592.026367
	Iteration 0F: 3 clusters Score -30670.57 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31151.271484 Penalty: 592.026367
	Iteration 1F: 3 clusters Score -31151.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31400.259766 Penalty: 592.026367
	Iteration 2F: 3 clusters Score -31400.26 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31498.914062 Penalty: 592.026367
	Iteration 3F: 3 clusters Score -31498.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31584.498047 Penalty: 592.026367
	Iteration 4F: 3 clusters Score -31584.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31645.544922 Penalty: 592.026367
	Iteration 5Q: 3 clusters Score -31645.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31658.263672 Penalty: 592.026367
	Iteration 6Q: 3 clusters Score -31658.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31663.552734 Penalty: 592.026367
	Iteration 7Q: 3 clusters Score -31663.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31670.876953 Penalty: 592.026367
	Iteration 8Q: 3 clusters Score -31670.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31679.162109 Penalty: 592.026367
	Iteration 9Q: 3 clusters Score -31679.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31695.322266 Penalty: 592.026367
	Iteration 10Q: 3 clusters Score -31695.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -31711.658203 Penalty: 592.026367
	Iteration 11Q: 3 clusters Score -31711.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31724.453125 Penalty: 592.026367
	Iteration 12Q: 3 clusters Score -31724.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -31729.441406 Penalty: 592.026367
	Iteration 13Q: 3 clusters Score -31729.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -31732.359375 Penalty: 592.026367
	Iteration 14Q: 3 clusters Score -31732.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31739.755859 Penalty: 592.026367
	Iteration 15Q: 3 clusters Score -31739.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -31753.804688 Penalty: 592.026367
	Iteration 16Q: 3 clusters Score -31753.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -31769.183594 Penalty: 592.026367
	Iteration 17Q: 3 clusters Score -31769.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -31781.410156 Penalty: 592.026367
	Iteration 18Q: 3 clusters Score -31781.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -31793.068359 Penalty: 592.026367
	Iteration 19Q: 3 clusters Score -31793.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -31800.535156 Penalty: 592.026367
	Iteration 20F: 3 clusters Score -31800.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -31806.660156 Penalty: 592.026367
	Iteration 21Q: 3 clusters Score -31806.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -31807.169922 Penalty: 592.026367
	Iteration 22Q: 3 clusters Score -31807.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -31807.169922 Penalty: 592.026367
	Iteration 23F: 3 clusters Score -31807.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 385 members 
Entering Unmasked Estep 
Score: -10132053.000000 Penalty: 16029.235352
Splitting cluster 11 changes total score from -10131344.000000 to -10132053.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -40853.281250 Penalty: 311.244873
	Iteration 0F: 2 clusters Score -40853.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -40107.414062 Penalty: 622.489746
	Iteration 0F: 3 clusters Score -40107.41 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -40502.054688 Penalty: 622.489746
	Iteration 1F: 3 clusters Score -40502.05 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -40640.925781 Penalty: 622.489746
	Iteration 2F: 3 clusters Score -40640.93 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -40704.656250 Penalty: 622.489746
	Iteration 3F: 3 clusters Score -40704.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -40744.789062 Penalty: 622.489746
	Iteration 4Q: 3 clusters Score -40744.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -40761.886719 Penalty: 622.489746
	Iteration 5Q: 3 clusters Score -40761.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -40797.800781 Penalty: 622.489746
	Iteration 6Q: 3 clusters Score -40797.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -40805.449219 Penalty: 622.489746
	Iteration 7Q: 3 clusters Score -40805.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -40807.906250 Penalty: 622.489746
	Iteration 8Q: 3 clusters Score -40807.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -40808.378906 Penalty: 622.489746
	Iteration 9Q: 3 clusters Score -40808.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -40808.542969 Penalty: 622.489746
	Iteration 10Q: 3 clusters Score -40808.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -40808.542969 Penalty: 622.489746
	Iteration 11F: 3 clusters Score -40808.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Entering Unmasked Estep 
Score: -153573.812500 Penalty: 363.970093
	Iteration 0F: 2 clusters Score -153573.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -151515.609375 Penalty: 727.940186
	Iteration 0F: 3 clusters Score -151515.6 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -152334.609375 Penalty: 727.940186
	Iteration 1F: 3 clusters Score -152334.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -152525.281250 Penalty: 727.940186
	Iteration 2F: 3 clusters Score -152525.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -152705.515625 Penalty: 727.940186
	Iteration 3F: 3 clusters Score -152705.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -152880.296875 Penalty: 727.940186
	Iteration 4F: 3 clusters Score -152880.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -153030.000000 Penalty: 727.940186
	Iteration 5F: 3 clusters Score -153030 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -153107.343750 Penalty: 727.940186
	Iteration 6Q: 3 clusters Score -153107.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -153168.406250 Penalty: 727.940186
	Iteration 7Q: 3 clusters Score -153168.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -153223.234375 Penalty: 727.940186
	Iteration 8Q: 3 clusters Score -153223.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -153260.750000 Penalty: 727.940186
	Iteration 9Q: 3 clusters Score -153260.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -153287.046875 Penalty: 727.940186
	Iteration 10Q: 3 clusters Score -153287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -153320.437500 Penalty: 727.940186
	Iteration 11Q: 3 clusters Score -153320.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -153343.015625 Penalty: 727.940186
	Iteration 12Q: 3 clusters Score -153343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -153371.015625 Penalty: 727.940186
	Iteration 13Q: 3 clusters Score -153371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -153422.046875 Penalty: 727.940186
	Iteration 14Q: 3 clusters Score -153422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -153460.515625 Penalty: 727.940186
	Iteration 15Q: 3 clusters Score -153460.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -153489.296875 Penalty: 727.940186
	Iteration 16Q: 3 clusters Score -153489.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -153507.515625 Penalty: 727.940186
	Iteration 17Q: 3 clusters Score -153507.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -153516.437500 Penalty: 727.940186
	Iteration 18Q: 3 clusters Score -153516.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -153523.921875 Penalty: 727.940186
	Iteration 19Q: 3 clusters Score -153523.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -153530.671875 Penalty: 727.940186
	Iteration 20F: 3 clusters Score -153530.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -153539.609375 Penalty: 727.940186
	Iteration 21Q: 3 clusters Score -153539.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -153549.718750 Penalty: 727.940186
	Iteration 22Q: 3 clusters Score -153549.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -153564.765625 Penalty: 727.940186
	Iteration 23Q: 3 clusters Score -153564.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153589.812500 Penalty: 727.940186
	Iteration 24Q: 3 clusters Score -153589.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -153625.625000 Penalty: 727.940186
	Iteration 25Q: 3 clusters Score -153625.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -153655.640625 Penalty: 727.940186
	Iteration 26Q: 3 clusters Score -153655.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -153682.406250 Penalty: 727.940186
	Iteration 27Q: 3 clusters Score -153682.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -153716.906250 Penalty: 727.940186
	Iteration 28Q: 3 clusters Score -153716.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -153742.875000 Penalty: 727.940186
	Iteration 29Q: 3 clusters Score -153742.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -153759.421875 Penalty: 727.940186
	Iteration 30Q: 3 clusters Score -153759.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -153772.171875 Penalty: 727.940186
	Iteration 31Q: 3 clusters Score -153772.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -153780.218750 Penalty: 727.940186
	Iteration 32Q: 3 clusters Score -153780.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -153786.265625 Penalty: 727.940186
	Iteration 33Q: 3 clusters Score -153786.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -153791.171875 Penalty: 727.940186
	Iteration 34Q: 3 clusters Score -153791.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -153793.093750 Penalty: 727.940186
	Iteration 35Q: 3 clusters Score -153793.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -153795.593750 Penalty: 727.940186
	Iteration 36Q: 3 clusters Score -153795.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -153797.187500 Penalty: 727.940186
	Iteration 37Q: 3 clusters Score -153797.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -153798.156250 Penalty: 727.940186
	Iteration 38Q: 3 clusters Score -153798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -153798.531250 Penalty: 727.940186
	Iteration 39Q: 3 clusters Score -153798.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -153801.437500 Penalty: 727.940186
	Iteration 40F: 3 clusters Score -153801.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -153805.500000 Penalty: 727.940186
	Iteration 41Q: 3 clusters Score -153805.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -153806.546875 Penalty: 727.940186
	Iteration 42Q: 3 clusters Score -153806.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -153807.046875 Penalty: 727.940186
	Iteration 43Q: 3 clusters Score -153807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -153807.546875 Penalty: 727.940186
	Iteration 44Q: 3 clusters Score -153807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -153807.750000 Penalty: 727.940186
	Iteration 45Q: 3 clusters Score -153807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -153807.968750 Penalty: 727.940186
	Iteration 46Q: 3 clusters Score -153808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -153808.015625 Penalty: 727.940186
	Iteration 47Q: 3 clusters Score -153808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -153808.015625 Penalty: 727.940186
	Iteration 48F: 3 clusters Score -153808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 385 members 
Mstep: Class 30 contains 1146 members 
Entering Unmasked Estep 
Score: -10132102.000000 Penalty: 16581.966797
Splitting cluster 13 changes total score from -10131344.000000 to -10132102.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -19603.037109 Penalty: 298.268738
	Iteration 0F: 2 clusters Score -19603.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -19029.908203 Penalty: 596.537476
	Iteration 0F: 3 clusters Score -19029.91 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19318.107422 Penalty: 596.537476
	Iteration 1F: 3 clusters Score -19318.11 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -19481.761719 Penalty: 596.537476
	Iteration 2F: 3 clusters Score -19481.76 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -19630.716797 Penalty: 596.537476
	Iteration 3F: 3 clusters Score -19630.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -19703.644531 Penalty: 596.537476
	Iteration 4F: 3 clusters Score -19703.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -19748.619141 Penalty: 596.537476
	Iteration 5Q: 3 clusters Score -19748.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -19812.439453 Penalty: 596.537476
	Iteration 6Q: 3 clusters Score -19812.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -19823.287109 Penalty: 596.537476
	Iteration 7Q: 3 clusters Score -19823.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -19838.843750 Penalty: 596.537476
	Iteration 8Q: 3 clusters Score -19838.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -19846.523438 Penalty: 596.537476
	Iteration 9Q: 3 clusters Score -19846.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -19850.238281 Penalty: 596.537476
	Iteration 10Q: 3 clusters Score -19850.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -19856.052734 Penalty: 596.537476
	Iteration 11Q: 3 clusters Score -19856.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -19862.339844 Penalty: 596.537476
	Iteration 12Q: 3 clusters Score -19862.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -19872.068359 Penalty: 596.537476
	Iteration 13Q: 3 clusters Score -19872.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19878.802734 Penalty: 596.537476
	Iteration 14Q: 3 clusters Score -19878.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -19882.138672 Penalty: 596.537476
	Iteration 15Q: 3 clusters Score -19882.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -19885.933594 Penalty: 596.537476
	Iteration 16Q: 3 clusters Score -19885.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -19891.716797 Penalty: 596.537476
	Iteration 17Q: 3 clusters Score -19891.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19895.039062 Penalty: 596.537476
	Iteration 18Q: 3 clusters Score -19895.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -19897.585938 Penalty: 596.537476
	Iteration 19Q: 3 clusters Score -19897.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19898.806641 Penalty: 596.537476
	Iteration 20F: 3 clusters Score -19898.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19900.146484 Penalty: 596.537476
	Iteration 21Q: 3 clusters Score -19900.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -19902.593750 Penalty: 596.537476
	Iteration 22Q: 3 clusters Score -19902.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -19903.679688 Penalty: 596.537476
	Iteration 23Q: 3 clusters Score -19903.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19903.810547 Penalty: 596.537476
	Iteration 24Q: 3 clusters Score -19903.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19903.810547 Penalty: 596.537476
	Iteration 25F: 3 clusters Score -19903.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 385 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 324 members 
Entering Unmasked Estep 
Score: -10132149.000000 Penalty: 17134.699219
Splitting cluster 14 changes total score from -10131344.000000 to -10132149.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (10887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Entering Unmasked Estep 
Score: -620306.187500 Penalty: 422.937256
	Iteration 0F: 2 clusters Score -620306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -613121.562500 Penalty: 845.874512
	Iteration 0F: 3 clusters Score -613121.6 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -616307.437500 Penalty: 845.874512
	Iteration 1F: 3 clusters Score -616307.4 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -616969.687500 Penalty: 845.874512
	Iteration 2F: 3 clusters Score -616969.7 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -617712.000000 Penalty: 845.874512
	Iteration 3F: 3 clusters Score -617712 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -618262.125000 Penalty: 845.874512
	Iteration 4F: 3 clusters Score -618262.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -618681.187500 Penalty: 845.874512
	Iteration 5F: 3 clusters Score -618681.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -619092.562500 Penalty: 845.874512
	Iteration 6Q: 3 clusters Score -619092.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -619482.375000 Penalty: 845.874512
	Iteration 7Q: 3 clusters Score -619482.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -619811.125000 Penalty: 845.874512
	Iteration 8Q: 3 clusters Score -619811.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -620050.312500 Penalty: 845.874512
	Iteration 9Q: 3 clusters Score -620050.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -620199.625000 Penalty: 845.874512
	Iteration 10Q: 3 clusters Score -620199.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -620292.062500 Penalty: 845.874512
	Iteration 11Q: 3 clusters Score -620292.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -620343.000000 Penalty: 845.874512
	Iteration 12Q: 3 clusters Score -620343 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -620369.375000 Penalty: 845.874512
	Iteration 13Q: 3 clusters Score -620369.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -620387.875000 Penalty: 845.874512
	Iteration 14Q: 3 clusters Score -620387.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -620395.875000 Penalty: 845.874512
	Iteration 15Q: 3 clusters Score -620395.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -620403.875000 Penalty: 845.874512
	Iteration 16Q: 3 clusters Score -620403.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -620410.000000 Penalty: 845.874512
	Iteration 17Q: 3 clusters Score -620410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -620412.062500 Penalty: 845.874512
	Iteration 18Q: 3 clusters Score -620412.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -620414.062500 Penalty: 845.874512
	Iteration 19Q: 3 clusters Score -620414.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -620415.250000 Penalty: 845.874512
	Iteration 20F: 3 clusters Score -620415.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -620415.625000 Penalty: 845.874512
	Iteration 21Q: 3 clusters Score -620415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -620416.250000 Penalty: 845.874512
	Iteration 22Q: 3 clusters Score -620416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -620417.250000 Penalty: 845.874512
	Iteration 23Q: 3 clusters Score -620417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -620418.687500 Penalty: 845.874512
	Iteration 24Q: 3 clusters Score -620418.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -620418.750000 Penalty: 845.874512
	Iteration 25Q: 3 clusters Score -620418.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -620420.250000 Penalty: 845.874512
	Iteration 26Q: 3 clusters Score -620420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -620419.875000 Penalty: 845.874512
	Iteration 27Q: 3 clusters Score -620419.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -620420.750000 Penalty: 845.874512
	Iteration 28Q: 3 clusters Score -620420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -620420.500000 Penalty: 845.874512
	Iteration 29Q: 3 clusters Score -620420.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -620420.500000 Penalty: 845.874512
	Iteration 30F: 3 clusters Score -620420.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 385 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 10279 members 
Entering Unmasked Estep 
Score: -10132133.000000 Penalty: 17687.431641
Splitting cluster 15 changes total score from -10131344.000000 to -10132133.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -13608.534180 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -13608.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13264.868164 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -13264.87 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13418.963867 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -13418.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13540.601562 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -13540.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13609.566406 Penalty: 518.435486
	Iteration 3F: 3 clusters Score -13609.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13658.251953 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -13658.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13686.434570 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -13686.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13707.800781 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -13707.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13709.484375 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -13709.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13709.926758 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -13709.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13710.623047 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -13710.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13710.623047 Penalty: 518.435486
	Iteration 10F: 3 clusters Score -13710.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 180 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 385 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 10279 members 
Mstep: Class 33 contains 118 members 
Entering Unmasked Estep 
Score: -10131928.000000 Penalty: 18240.164062
Splitting cluster 16 changes total score from -10131344.000000 to -10131928.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -148361.093750 Penalty: 362.919464
	Iteration 0F: 2 clusters Score -148361.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -146351.281250 Penalty: 725.838928
	Iteration 0F: 3 clusters Score -146351.3 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -147192.406250 Penalty: 725.838928
	Iteration 1F: 3 clusters Score -147192.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -147417.265625 Penalty: 725.838928
	Iteration 2F: 3 clusters Score -147417.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -147588.796875 Penalty: 725.838928
	Iteration 3F: 3 clusters Score -147588.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -147703.984375 Penalty: 725.838928
	Iteration 4F: 3 clusters Score -147704 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -147773.515625 Penalty: 725.838928
	Iteration 5Q: 3 clusters Score -147773.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -147812.953125 Penalty: 725.838928
	Iteration 6Q: 3 clusters Score -147813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -147839.406250 Penalty: 725.838928
	Iteration 7Q: 3 clusters Score -147839.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -147854.687500 Penalty: 725.838928
	Iteration 8Q: 3 clusters Score -147854.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -147865.343750 Penalty: 725.838928
	Iteration 9Q: 3 clusters Score -147865.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -147872.046875 Penalty: 725.838928
	Iteration 10Q: 3 clusters Score -147872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -147880.281250 Penalty: 725.838928
	Iteration 11Q: 3 clusters Score -147880.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -147889.015625 Penalty: 725.838928
	Iteration 12Q: 3 clusters Score -147889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -147895.890625 Penalty: 725.838928
	Iteration 13Q: 3 clusters Score -147895.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -147901.312500 Penalty: 725.838928
	Iteration 14Q: 3 clusters Score -147901.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -147904.546875 Penalty: 725.838928
	Iteration 15Q: 3 clusters Score -147904.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -147907.265625 Penalty: 725.838928
	Iteration 16Q: 3 clusters Score -147907.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -147909.671875 Penalty: 725.838928
	Iteration 17Q: 3 clusters Score -147909.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -147912.140625 Penalty: 725.838928
	Iteration 18Q: 3 clusters Score -147912.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -147913.875000 Penalty: 725.838928
	Iteration 19Q: 3 clusters Score -147913.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -147914.625000 Penalty: 725.838928
	Iteration 20F: 3 clusters Score -147914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -147915.031250 Penalty: 725.838928
	Iteration 21Q: 3 clusters Score -147915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -147915.046875 Penalty: 725.838928
	Iteration 22Q: 3 clusters Score -147915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -147915.250000 Penalty: 725.838928
	Iteration 23Q: 3 clusters Score -147915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -147915.515625 Penalty: 725.838928
	Iteration 24Q: 3 clusters Score -147915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -147915.765625 Penalty: 725.838928
	Iteration 25Q: 3 clusters Score -147915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -147916.421875 Penalty: 725.838928
	Iteration 26Q: 3 clusters Score -147916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -147916.687500 Penalty: 725.838928
	Iteration 27Q: 3 clusters Score -147916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -147917.046875 Penalty: 725.838928
	Iteration 28Q: 3 clusters Score -147917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -147916.968750 Penalty: 725.838928
	Iteration 29Q: 3 clusters Score -147917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -147917.093750 Penalty: 725.838928
	Iteration 30Q: 3 clusters Score -147917.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -147917.062500 Penalty: 725.838928
	Iteration 31Q: 3 clusters Score -147917.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -147917.062500 Penalty: 725.838928
	Iteration 32F: 3 clusters Score -147917.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -15313.884766 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -15313.88 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 217 members 
Entering Unmasked Estep 
Score: -14941.083008 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -14941.08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15405.751953 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -15405.75 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15941.364258 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -15941.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16127.279297 Penalty: 544.995483
	Iteration 3F: 3 clusters Score -16127.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16199.994141 Penalty: 544.995483
	Iteration 4Q: 3 clusters Score -16199.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16254.321289 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -16254.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16288.036133 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -16288.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16300.080078 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -16300.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16301.650391 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -16301.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16305.384766 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -16305.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16306.378906 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -16306.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16307.831055 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -16307.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16308.821289 Penalty: 544.995483
	Iteration 12Q: 3 clusters Score -16308.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16308.821289 Penalty: 544.995483
	Iteration 13F: 3 clusters Score -16308.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 180 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 385 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 10279 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 202 members 
Entering Unmasked Estep 
Score: -10132636.000000 Penalty: 18792.896484
Splitting cluster 18 changes total score from -10131344.000000 to -10132636.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -11648.750000 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -11648.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11368.996094 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11369 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11536.097656 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -11536.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11595.145508 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -11595.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11630.620117 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -11630.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11684.518555 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -11684.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11694.930664 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -11694.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11694.930664 Penalty: 502.088196
	Iteration 6F: 3 clusters Score -11694.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 180 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 385 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 10279 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 141 members 
Entering Unmasked Estep 
Score: -10132375.000000 Penalty: 19345.628906
Splitting cluster 19 changes total score from -10131344.000000 to -10132375.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -35947.144531 Penalty: 297.747986
	Iteration 0F: 2 clusters Score -35947.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35396.566406 Penalty: 595.495972
	Iteration 0F: 3 clusters Score -35396.57 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35862.578125 Penalty: 595.495972
	Iteration 1F: 3 clusters Score -35862.58 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -36026.750000 Penalty: 595.495972
	Iteration 2F: 3 clusters Score -36026.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -36075.671875 Penalty: 595.495972
	Iteration 3F: 3 clusters Score -36075.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -36121.167969 Penalty: 595.495972
	Iteration 4Q: 3 clusters Score -36121.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -36142.425781 Penalty: 595.495972
	Iteration 5Q: 3 clusters Score -36142.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -36149.246094 Penalty: 595.495972
	Iteration 6Q: 3 clusters Score -36149.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -36150.691406 Penalty: 595.495972
	Iteration 7Q: 3 clusters Score -36150.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -36153.757812 Penalty: 595.495972
	Iteration 8Q: 3 clusters Score -36153.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -36154.691406 Penalty: 595.495972
	Iteration 9Q: 3 clusters Score -36154.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -36155.621094 Penalty: 595.495972
	Iteration 10Q: 3 clusters Score -36155.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -36155.621094 Penalty: 595.495972
	Iteration 11F: 3 clusters Score -36155.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 180 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 205 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 385 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 10279 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 141 members 
Mstep: Class 36 contains 490 members 
Entering Unmasked Estep 
Score: -10132332.000000 Penalty: 19898.361328
Splitting cluster 20 changes total score from -10131344.000000 to -10132332.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -43506.687500 Penalty: 306.693634
	Iteration 0F: 2 clusters Score -43506.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -42824.410156 Penalty: 613.387268
	Iteration 0F: 3 clusters Score -42824.41 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43209.261719 Penalty: 613.387268
	Iteration 1F: 3 clusters Score -43209.26 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -43348.109375 Penalty: 613.387268
	Iteration 2F: 3 clusters Score -43348.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43393.640625 Penalty: 613.387268
	Iteration 3F: 3 clusters Score -43393.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43405.175781 Penalty: 613.387268
	Iteration 4Q: 3 clusters Score -43405.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43407.972656 Penalty: 613.387268
	Iteration 5Q: 3 clusters Score -43407.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43407.972656 Penalty: 613.387268
	Iteration 6F: 3 clusters Score -43407.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -23682.462891 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -23682.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23238.800781 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -23238.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23508.865234 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -23508.87 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23712.982422 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -23712.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23831.646484 Penalty: 558.139221
	Iteration 3F: 3 clusters Score -23831.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23872.908203 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -23872.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23889.917969 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -23889.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23894.234375 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -23894.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23895.367188 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -23895.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23895.623047 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -23895.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23895.623047 Penalty: 558.139221
	Iteration 9F: 3 clusters Score -23895.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 180 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 205 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 215 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 385 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 10279 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 141 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
Score: -10132272.000000 Penalty: 20451.093750
Splitting cluster 22 changes total score from -10131344.000000 to -10132272.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (6699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Entering Unmasked Estep 
Score: -358991.968750 Penalty: 400.841949
	Iteration 0F: 2 clusters Score -358992 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 3415 members 
Entering Unmasked Estep 
Score: -354474.125000 Penalty: 801.683899
	Iteration 0F: 3 clusters Score -354474.1 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -356362.531250 Penalty: 801.683899
	Iteration 1F: 3 clusters Score -356362.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -356587.156250 Penalty: 801.683899
	Iteration 2F: 3 clusters Score -356587.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -356821.281250 Penalty: 801.683899
	Iteration 3F: 3 clusters Score -356821.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -357059.000000 Penalty: 801.683899
	Iteration 4F: 3 clusters Score -357059 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -357313.656250 Penalty: 801.683899
	Iteration 5F: 3 clusters Score -357313.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -357578.531250 Penalty: 801.683899
	Iteration 6F: 3 clusters Score -357578.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -357798.750000 Penalty: 801.683899
	Iteration 7Q: 3 clusters Score -357798.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -357946.062500 Penalty: 801.683899
	Iteration 8Q: 3 clusters Score -357946.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -358060.968750 Penalty: 801.683899
	Iteration 9Q: 3 clusters Score -358061 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -358172.218750 Penalty: 801.683899
	Iteration 10Q: 3 clusters Score -358172.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -358276.906250 Penalty: 801.683899
	Iteration 11Q: 3 clusters Score -358276.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -358361.718750 Penalty: 801.683899
	Iteration 12Q: 3 clusters Score -358361.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -358424.062500 Penalty: 801.683899
	Iteration 13Q: 3 clusters Score -358424.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -358479.218750 Penalty: 801.683899
	Iteration 14Q: 3 clusters Score -358479.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -358541.906250 Penalty: 801.683899
	Iteration 15Q: 3 clusters Score -358541.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -358593.875000 Penalty: 801.683899
	Iteration 16Q: 3 clusters Score -358593.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -358638.750000 Penalty: 801.683899
	Iteration 17Q: 3 clusters Score -358638.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -358667.843750 Penalty: 801.683899
	Iteration 18Q: 3 clusters Score -358667.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -358689.250000 Penalty: 801.683899
	Iteration 19Q: 3 clusters Score -358689.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -358706.093750 Penalty: 801.683899
	Iteration 20F: 3 clusters Score -358706.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -358719.437500 Penalty: 801.683899
	Iteration 21Q: 3 clusters Score -358719.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -358726.968750 Penalty: 801.683899
	Iteration 22Q: 3 clusters Score -358727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -358733.781250 Penalty: 801.683899
	Iteration 23Q: 3 clusters Score -358733.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -358737.031250 Penalty: 801.683899
	Iteration 24Q: 3 clusters Score -358737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -358741.437500 Penalty: 801.683899
	Iteration 25Q: 3 clusters Score -358741.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -358744.312500 Penalty: 801.683899
	Iteration 26Q: 3 clusters Score -358744.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -358746.437500 Penalty: 801.683899
	Iteration 27Q: 3 clusters Score -358746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -358750.000000 Penalty: 801.683899
	Iteration 28Q: 3 clusters Score -358750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -358752.406250 Penalty: 801.683899
	Iteration 29Q: 3 clusters Score -358752.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -358752.437500 Penalty: 801.683899
	Iteration 30Q: 3 clusters Score -358752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -358752.281250 Penalty: 801.683899
	Iteration 31Q: 3 clusters Score -358752.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -358753.062500 Penalty: 801.683899
	Iteration 32Q: 3 clusters Score -358753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -358753.781250 Penalty: 801.683899
	Iteration 33Q: 3 clusters Score -358753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -358754.843750 Penalty: 801.683899
	Iteration 34Q: 3 clusters Score -358754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -358755.093750 Penalty: 801.683899
	Iteration 35Q: 3 clusters Score -358755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -358754.687500 Penalty: 801.683899
	Iteration 36Q: 3 clusters Score -358754.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -358754.687500 Penalty: 801.683899
	Iteration 37F: 3 clusters Score -358754.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -6575.814941 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -6575.815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6270.943848 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -6270.944 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6474.347656 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -6474.348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6529.154785 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -6529.155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6553.274414 Penalty: 523.484131
	Iteration 3F: 3 clusters Score -6553.274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6574.857422 Penalty: 523.484131
	Iteration 4F: 3 clusters Score -6574.857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6584.071289 Penalty: 523.484131
	Iteration 5Q: 3 clusters Score -6584.071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6585.189941 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -6585.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6591.311523 Penalty: 523.484131
	Iteration 7Q: 3 clusters Score -6591.312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6598.014160 Penalty: 523.484131
	Iteration 8Q: 3 clusters Score -6598.014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6600.260742 Penalty: 523.484131
	Iteration 9Q: 3 clusters Score -6600.261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6600.844727 Penalty: 523.484131
	Iteration 10Q: 3 clusters Score -6600.845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6600.844727 Penalty: 523.484131
	Iteration 11F: 3 clusters Score -6600.845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 180 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 205 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 215 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 385 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 10279 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 141 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 246 members 
Mstep: Class 38 contains 80 members 
Entering Unmasked Estep 
Score: -10132013.000000 Penalty: 21003.826172
Splitting cluster 24 changes total score from -10131344.000000 to -10132013.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 25 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -12323.366211 Penalty: 259.824432
	Iteration 0F: 2 clusters Score -12323.37 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 136 members 
Entering Unmasked Estep 
Score: -12025.497070 Penalty: 519.648865
	Iteration 0F: 3 clusters Score -12025.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12240.646484 Penalty: 519.648865
	Iteration 1F: 3 clusters Score -12240.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12395.025391 Penalty: 519.648865
	Iteration 2F: 3 clusters Score -12395.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12482.510742 Penalty: 519.648865
	Iteration 3Q: 3 clusters Score -12482.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12549.057617 Penalty: 519.648865
	Iteration 4Q: 3 clusters Score -12549.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12578.574219 Penalty: 519.648865
	Iteration 5Q: 3 clusters Score -12578.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12581.467773 Penalty: 519.648865
	Iteration 6Q: 3 clusters Score -12581.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12583.728516 Penalty: 519.648865
	Iteration 7Q: 3 clusters Score -12583.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12584.099609 Penalty: 519.648865
	Iteration 8F: 3 clusters Score -12584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12586.318359 Penalty: 519.648865
	Iteration 9Q: 3 clusters Score -12586.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12590.968750 Penalty: 519.648865
	Iteration 10Q: 3 clusters Score -12590.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12593.196289 Penalty: 519.648865
	Iteration 11Q: 3 clusters Score -12593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12593.760742 Penalty: 519.648865
	Iteration 12Q: 3 clusters Score -12593.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12593.760742 Penalty: 519.648865
	Iteration 13F: 3 clusters Score -12593.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 180 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 205 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 215 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 385 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 10279 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 141 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 246 members 
Mstep: Class 38 contains 80 members 
Mstep: Class 39 contains 165 members 
Entering Unmasked Estep 
Score: -10131988.000000 Penalty: 21556.558594
Splitting cluster 25 changes total score from -10131344.000000 to -10131988.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 26 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -28451.669922 Penalty: 287.266449
	Iteration 0F: 2 clusters Score -28451.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27946.857422 Penalty: 574.532898
	Iteration 0F: 3 clusters Score -27946.86 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28249.113281 Penalty: 574.532898
	Iteration 1F: 3 clusters Score -28249.11 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28543.251953 Penalty: 574.532898
	Iteration 2F: 3 clusters Score -28543.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28637.087891 Penalty: 574.532898
	Iteration 3F: 3 clusters Score -28637.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28664.021484 Penalty: 574.532898
	Iteration 4Q: 3 clusters Score -28664.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28682.087891 Penalty: 574.532898
	Iteration 5Q: 3 clusters Score -28682.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28691.833984 Penalty: 574.532898
	Iteration 6Q: 3 clusters Score -28691.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28697.136719 Penalty: 574.532898
	Iteration 7Q: 3 clusters Score -28697.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28700.470703 Penalty: 574.532898
	Iteration 8Q: 3 clusters Score -28700.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28706.023438 Penalty: 574.532898
	Iteration 9Q: 3 clusters Score -28706.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28713.615234 Penalty: 574.532898
	Iteration 10Q: 3 clusters Score -28713.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28726.818359 Penalty: 574.532898
	Iteration 11Q: 3 clusters Score -28726.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28748.724609 Penalty: 574.532898
	Iteration 12Q: 3 clusters Score -28748.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28787.859375 Penalty: 574.532898
	Iteration 13Q: 3 clusters Score -28787.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -28801.455078 Penalty: 574.532898
	Iteration 14Q: 3 clusters Score -28801.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -28805.544922 Penalty: 574.532898
	Iteration 15Q: 3 clusters Score -28805.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28808.738281 Penalty: 574.532898
	Iteration 16Q: 3 clusters Score -28808.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28808.738281 Penalty: 574.532898
	Iteration 17F: 3 clusters Score -28808.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 180 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 205 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 215 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 385 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 10279 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 141 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 246 members 
Mstep: Class 38 contains 80 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 81 members 
Entering Unmasked Estep 
Score: -10132081.000000 Penalty: 22109.291016
Splitting cluster 26 changes total score from -10131344.000000 to -10132081.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 104984 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 38287 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 180 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 205 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 215 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133048.000000 Penalty: 22109.291016
Iteration 78F: 41 clusters Score -1.013305e+07 nChanged 1266
Entering ConstructFrom: 
Score: -10133048.000000 Penalty: 22109.291016
Entering ConstructFrom: 
Trying to split cluster 1 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -5512.323730 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -5512.324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5296.905273 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -5296.905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5364.962402 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -5364.962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5381.429199 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -5381.429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5384.627930 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -5384.628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5386.247559 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -5386.248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5386.247559 Penalty: 445.703430
	Iteration 5F: 3 clusters Score -5386.248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -147994.375000 Penalty: 361.506653
	Iteration 0F: 2 clusters Score -147994.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -146012.640625 Penalty: 723.013306
	Iteration 0F: 3 clusters Score -146012.6 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -146993.562500 Penalty: 723.013306
	Iteration 1F: 3 clusters Score -146993.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -147347.906250 Penalty: 723.013306
	Iteration 2F: 3 clusters Score -147347.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -147565.515625 Penalty: 723.013306
	Iteration 3F: 3 clusters Score -147565.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -147705.906250 Penalty: 723.013306
	Iteration 4F: 3 clusters Score -147705.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -147818.734375 Penalty: 723.013306
	Iteration 5Q: 3 clusters Score -147818.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -147908.890625 Penalty: 723.013306
	Iteration 6Q: 3 clusters Score -147908.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -147977.156250 Penalty: 723.013306
	Iteration 7Q: 3 clusters Score -147977.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -148019.843750 Penalty: 723.013306
	Iteration 8Q: 3 clusters Score -148019.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -148045.750000 Penalty: 723.013306
	Iteration 9Q: 3 clusters Score -148045.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -148062.515625 Penalty: 723.013306
	Iteration 10Q: 3 clusters Score -148062.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -148073.078125 Penalty: 723.013306
	Iteration 11Q: 3 clusters Score -148073.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -148078.328125 Penalty: 723.013306
	Iteration 12Q: 3 clusters Score -148078.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -148082.046875 Penalty: 723.013306
	Iteration 13Q: 3 clusters Score -148082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -148084.062500 Penalty: 723.013306
	Iteration 14Q: 3 clusters Score -148084.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -148085.203125 Penalty: 723.013306
	Iteration 15Q: 3 clusters Score -148085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -148085.421875 Penalty: 723.013306
	Iteration 16Q: 3 clusters Score -148085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -148085.281250 Penalty: 723.013306
	Iteration 17Q: 3 clusters Score -148085.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -148085.281250 Penalty: 723.013306
	Iteration 18Q: 3 clusters Score -148085.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -148085.281250 Penalty: 723.013306
	Iteration 19F: 3 clusters Score -148085.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 822 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 417 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Entering Unmasked Estep 
Score: -10133459.000000 Penalty: 22662.021484
Splitting cluster 2 changes total score from -10133048.000000 to -10133459.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 3 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -11970.316406 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -11970.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11659.000977 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11659 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11744.335938 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11744.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11763.681641 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11763.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11775.550781 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -11775.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11794.146484 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11794.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11840.605469 Penalty: 506.719360
	Iteration 5F: 3 clusters Score -11840.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11920.307617 Penalty: 506.719360
	Iteration 6F: 3 clusters Score -11920.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11980.927734 Penalty: 506.719360
	Iteration 7F: 3 clusters Score -11980.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12014.088867 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -12014.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12067.289062 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -12067.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12123.012695 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -12123.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12158.050781 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -12158.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12170.991211 Penalty: 506.719360
	Iteration 12Q: 3 clusters Score -12170.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12172.090820 Penalty: 506.719360
	Iteration 13Q: 3 clusters Score -12172.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12172.090820 Penalty: 506.719360
	Iteration 14F: 3 clusters Score -12172.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 822 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 417 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Entering Unmasked Estep 
Score: -10133361.000000 Penalty: 23214.753906
Splitting cluster 3 changes total score from -10133048.000000 to -10133361.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 4 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -27852.042969 Penalty: 288.002319
	Iteration 0F: 2 clusters Score -27852.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27344.242188 Penalty: 576.004639
	Iteration 0F: 3 clusters Score -27344.24 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27575.646484 Penalty: 576.004639
	Iteration 1F: 3 clusters Score -27575.65 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27687.996094 Penalty: 576.004639
	Iteration 2F: 3 clusters Score -27688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27746.082031 Penalty: 576.004639
	Iteration 3F: 3 clusters Score -27746.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27770.158203 Penalty: 576.004639
	Iteration 4Q: 3 clusters Score -27770.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27776.851562 Penalty: 576.004639
	Iteration 5Q: 3 clusters Score -27776.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27780.101562 Penalty: 576.004639
	Iteration 6Q: 3 clusters Score -27780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27782.394531 Penalty: 576.004639
	Iteration 7Q: 3 clusters Score -27782.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27788.039062 Penalty: 576.004639
	Iteration 8Q: 3 clusters Score -27788.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27805.619141 Penalty: 576.004639
	Iteration 9Q: 3 clusters Score -27805.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27833.787109 Penalty: 576.004639
	Iteration 10Q: 3 clusters Score -27833.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27856.070312 Penalty: 576.004639
	Iteration 11Q: 3 clusters Score -27856.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27865.300781 Penalty: 576.004639
	Iteration 12Q: 3 clusters Score -27865.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27873.822266 Penalty: 576.004639
	Iteration 13Q: 3 clusters Score -27873.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27877.296875 Penalty: 576.004639
	Iteration 14Q: 3 clusters Score -27877.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27885.240234 Penalty: 576.004639
	Iteration 15Q: 3 clusters Score -27885.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27885.835938 Penalty: 576.004639
	Iteration 16Q: 3 clusters Score -27885.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27885.835938 Penalty: 576.004639
	Iteration 17F: 3 clusters Score -27885.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 822 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 417 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Mstep: Class 43 contains 210 members 
Entering Unmasked Estep 
Score: -10133127.000000 Penalty: 23767.486328
Splitting cluster 4 changes total score from -10133048.000000 to -10133127.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 5 (104979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104979 members 
Entering Unmasked Estep 
Score: -6031954.000000 Penalty: 526.048950
	Iteration 0F: 2 clusters Score -6031954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -5965669.500000 Penalty: 1052.097900
	Iteration 0F: 3 clusters Score -5965670 nChanged 51328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -5996261.000000 Penalty: 1052.097900
	Iteration 1F: 3 clusters Score -5996261 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -5997524.500000 Penalty: 1052.097900
	Iteration 2Q: 3 clusters Score -5997524 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -5999377.500000 Penalty: 1052.097900
	Iteration 3Q: 3 clusters Score -5999378 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -6002375.500000 Penalty: 1052.097900
	Iteration 4F: 3 clusters Score -6002376 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -6006810.500000 Penalty: 1052.097900
	Iteration 5F: 3 clusters Score -6006810 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -6012278.000000 Penalty: 1052.097900
	Iteration 6F: 3 clusters Score -6012278 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -6016270.500000 Penalty: 1052.097900
	Iteration 7F: 3 clusters Score -6016270 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -6017969.500000 Penalty: 1052.097900
	Iteration 8Q: 3 clusters Score -6017970 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 57859 members 
Entering Unmasked Estep 
Score: -6018593.500000 Penalty: 1052.097900
	Iteration 9Q: 3 clusters Score -6018594 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -6019049.000000 Penalty: 1052.097900
	Iteration 10Q: 3 clusters Score -6019049 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -6019575.500000 Penalty: 1052.097900
	Iteration 11Q: 3 clusters Score -6019576 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -6019868.000000 Penalty: 1052.097900
	Iteration 12Q: 3 clusters Score -6019868 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -6020007.500000 Penalty: 1052.097900
	Iteration 13Q: 3 clusters Score -6020008 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -6020136.500000 Penalty: 1052.097900
	Iteration 14Q: 3 clusters Score -6020136 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -6020241.000000 Penalty: 1052.097900
	Iteration 15Q: 3 clusters Score -6020241 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -6020311.000000 Penalty: 1052.097900
	Iteration 16Q: 3 clusters Score -6020311 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 71543 members 
Entering Unmasked Estep 
Score: -6020399.500000 Penalty: 1052.097900
	Iteration 17Q: 3 clusters Score -6020400 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 72513 members 
Entering Unmasked Estep 
Score: -6020427.500000 Penalty: 1052.097900
	Iteration 18Q: 3 clusters Score -6020428 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -6020517.000000 Penalty: 1052.097900
	Iteration 19Q: 3 clusters Score -6020517 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -6020573.000000 Penalty: 1052.097900
	Iteration 20F: 3 clusters Score -6020573 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -6020620.000000 Penalty: 1052.097900
	Iteration 21Q: 3 clusters Score -6020620 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -6020697.000000 Penalty: 1052.097900
	Iteration 22Q: 3 clusters Score -6020697 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 76291 members 
Entering Unmasked Estep 
Score: -6020799.000000 Penalty: 1052.097900
	Iteration 23Q: 3 clusters Score -6020799 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -6020868.500000 Penalty: 1052.097900
	Iteration 24Q: 3 clusters Score -6020868 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -6020812.500000 Penalty: 1052.097900
	Iteration 25Q: 3 clusters Score -6020812 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 78022 members 
Entering Unmasked Estep 
Score: -6020809.000000 Penalty: 1052.097900
	Iteration 26Q: 3 clusters Score -6020809 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -6020835.000000 Penalty: 1052.097900
	Iteration 27Q: 3 clusters Score -6020835 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 78963 members 
Entering Unmasked Estep 
Score: -6020817.000000 Penalty: 1052.097900
	Iteration 28Q: 3 clusters Score -6020817 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -6020791.500000 Penalty: 1052.097900
	Iteration 29Q: 3 clusters Score -6020792 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 79744 members 
Entering Unmasked Estep 
Score: -6020751.500000 Penalty: 1052.097900
	Iteration 30Q: 3 clusters Score -6020752 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -6020749.000000 Penalty: 1052.097900
	Iteration 31Q: 3 clusters Score -6020749 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 80397 members 
Entering Unmasked Estep 
Score: -6020764.500000 Penalty: 1052.097900
	Iteration 32Q: 3 clusters Score -6020764 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -6020764.500000 Penalty: 1052.097900
	Iteration 33Q: 3 clusters Score -6020764 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 81003 members 
Entering Unmasked Estep 
Score: -6020779.000000 Penalty: 1052.097900
	Iteration 34Q: 3 clusters Score -6020779 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -6020778.500000 Penalty: 1052.097900
	Iteration 35Q: 3 clusters Score -6020778 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -6020777.500000 Penalty: 1052.097900
	Iteration 36Q: 3 clusters Score -6020778 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -6020794.000000 Penalty: 1052.097900
	Iteration 37Q: 3 clusters Score -6020794 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
Score: -6020820.500000 Penalty: 1052.097900
	Iteration 38Q: 3 clusters Score -6020820 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -6020794.500000 Penalty: 1052.097900
	Iteration 39Q: 3 clusters Score -6020794 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 82464 members 
Entering Unmasked Estep 
Score: -6020821.500000 Penalty: 1052.097900
	Iteration 40F: 3 clusters Score -6020822 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -6020852.000000 Penalty: 1052.097900
	Iteration 41Q: 3 clusters Score -6020852 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -6020850.500000 Penalty: 1052.097900
	Iteration 42Q: 3 clusters Score -6020850 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
Score: -6020864.500000 Penalty: 1052.097900
	Iteration 43Q: 3 clusters Score -6020864 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 83231 members 
Entering Unmasked Estep 
Score: -6020903.500000 Penalty: 1052.097900
	Iteration 44Q: 3 clusters Score -6020904 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -6020910.500000 Penalty: 1052.097900
	Iteration 45Q: 3 clusters Score -6020910 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 83489 members 
Entering Unmasked Estep 
Score: -6020956.000000 Penalty: 1052.097900
	Iteration 46Q: 3 clusters Score -6020956 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 83593 members 
Entering Unmasked Estep 
Score: -6020969.000000 Penalty: 1052.097900
	Iteration 47Q: 3 clusters Score -6020969 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -6021008.000000 Penalty: 1052.097900
	Iteration 48Q: 3 clusters Score -6021008 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -6021022.500000 Penalty: 1052.097900
	Iteration 49Q: 3 clusters Score -6021022 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -6021040.000000 Penalty: 1052.097900
	Iteration 50Q: 3 clusters Score -6021040 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -6021060.000000 Penalty: 1052.097900
	Iteration 51Q: 3 clusters Score -6021060 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 84114 members 
Entering Unmasked Estep 
Score: -6021107.500000 Penalty: 1052.097900
	Iteration 52Q: 3 clusters Score -6021108 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 84214 members 
Entering Unmasked Estep 
Score: -6021119.500000 Penalty: 1052.097900
	Iteration 53Q: 3 clusters Score -6021120 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -6021135.000000 Penalty: 1052.097900
	Iteration 54Q: 3 clusters Score -6021135 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -6021118.500000 Penalty: 1052.097900
	Iteration 55Q: 3 clusters Score -6021118 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 84499 members 
Entering Unmasked Estep 
Score: -6021131.000000 Penalty: 1052.097900
	Iteration 56Q: 3 clusters Score -6021131 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -6021175.500000 Penalty: 1052.097900
	Iteration 57Q: 3 clusters Score -6021176 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 84707 members 
Entering Unmasked Estep 
Score: -6021189.000000 Penalty: 1052.097900
	Iteration 58Q: 3 clusters Score -6021189 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -6021203.500000 Penalty: 1052.097900
	Iteration 59Q: 3 clusters Score -6021204 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -6021216.500000 Penalty: 1052.097900
	Iteration 60F: 3 clusters Score -6021216 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -6021261.000000 Penalty: 1052.097900
	Iteration 61Q: 3 clusters Score -6021261 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 85227 members 
Entering Unmasked Estep 
Score: -6021266.000000 Penalty: 1052.097900
	Iteration 62Q: 3 clusters Score -6021266 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -6021288.000000 Penalty: 1052.097900
	Iteration 63Q: 3 clusters Score -6021288 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 85481 members 
Entering Unmasked Estep 
Score: -6021330.500000 Penalty: 1052.097900
	Iteration 64Q: 3 clusters Score -6021330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -6021361.500000 Penalty: 1052.097900
	Iteration 65Q: 3 clusters Score -6021362 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 85727 members 
Entering Unmasked Estep 
Score: -6021369.500000 Penalty: 1052.097900
	Iteration 66Q: 3 clusters Score -6021370 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -6021381.500000 Penalty: 1052.097900
	Iteration 67Q: 3 clusters Score -6021382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -6021421.000000 Penalty: 1052.097900
	Iteration 68Q: 3 clusters Score -6021421 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 86147 members 
Entering Unmasked Estep 
Score: -6021459.500000 Penalty: 1052.097900
	Iteration 69Q: 3 clusters Score -6021460 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
Score: -6021465.000000 Penalty: 1052.097900
	Iteration 70Q: 3 clusters Score -6021465 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 86429 members 
Entering Unmasked Estep 
Score: -6021464.500000 Penalty: 1052.097900
	Iteration 71Q: 3 clusters Score -6021464 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -6021491.500000 Penalty: 1052.097900
	Iteration 72Q: 3 clusters Score -6021492 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -6021500.500000 Penalty: 1052.097900
	Iteration 73Q: 3 clusters Score -6021500 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
Score: -6021532.000000 Penalty: 1052.097900
	Iteration 74Q: 3 clusters Score -6021532 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -6021519.000000 Penalty: 1052.097900
	Iteration 75Q: 3 clusters Score -6021519 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 86911 members 
Entering Unmasked Estep 
Score: -6021537.000000 Penalty: 1052.097900
	Iteration 76Q: 3 clusters Score -6021537 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -6021567.000000 Penalty: 1052.097900
	Iteration 77Q: 3 clusters Score -6021567 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6021556 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 87293 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6021566 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6021584 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6021608 nChanged 155
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Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6021619 nChanged 169
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Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 87884 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6021690 nChanged 182
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Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 88062 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6021762 nChanged 205
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Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 88267 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6021798 nChanged 214
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Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 88479 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6021859 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 88706 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6021932 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6021988 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 89238 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6022083 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 89521 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6022162 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 89817 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6022283 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6022425 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6022535 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 90818 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6022621 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6022790 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6022936 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 91891 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6023056 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 92270 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6023172 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 92670 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6023364 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 93111 members 
Entering Unmasked Estep 
Score: -6023517.000000 Penalty: 1052.097900
	Iteration 100F: 3 clusters Score -6023517 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 93563 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6023714 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 94037 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6023934 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6024120 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 94998 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6024340 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 95495 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6024616 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 96039 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6024932 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 96646 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6025266 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 97261 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6025662 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6026088 nChanged 651
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6026562 nChanged 643
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 99181 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6027050 nChanged 665
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6027608 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 100468 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6028104 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 101035 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6028554 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 101554 members 
Entering Unmasked Estep 
Score: -6028962.500000 Penalty: 1052.097900
	Iteration 115Q: 3 clusters Score -6028962 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 102010 members 
Entering Unmasked Estep 
Score: -6029301.500000 Penalty: 1052.097900
	Iteration 116Q: 3 clusters Score -6029302 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 102368 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6029588 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 102672 members 
Entering Unmasked Estep 
Score: -6029839.000000 Penalty: 1052.097900
	Iteration 118Q: 3 clusters Score -6029839 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 102962 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6030086 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 103202 members 
Entering Unmasked Estep 
Score: -6030298.000000 Penalty: 1052.097900
	Iteration 120F: 3 clusters Score -6030298 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 103407 members 
Entering Unmasked Estep 
Score: -6030415.000000 Penalty: 1052.097900
	Iteration 121Q: 3 clusters Score -6030415 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 103572 members 
Entering Unmasked Estep 
Score: -6030556.000000 Penalty: 1052.097900
	Iteration 122Q: 3 clusters Score -6030556 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 103729 members 
Entering Unmasked Estep 
Score: -6030707.500000 Penalty: 1052.097900
	Iteration 123Q: 3 clusters Score -6030708 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 103857 members 
Entering Unmasked Estep 
Score: -6030813.000000 Penalty: 1052.097900
	Iteration 124Q: 3 clusters Score -6030813 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 103969 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6030858 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 104087 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6030988 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 104180 members 
Entering Unmasked Estep 
Score: -6031062.500000 Penalty: 1052.097900
	Iteration 127Q: 3 clusters Score -6031062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -6031130.000000 Penalty: 1052.097900
	Iteration 128Q: 3 clusters Score -6031130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -6031213.000000 Penalty: 1052.097900
	Iteration 129Q: 3 clusters Score -6031213 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 104342 members 
Entering Unmasked Estep 
Score: -6031254.500000 Penalty: 1052.097900
	Iteration 130Q: 3 clusters Score -6031254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 104367 members 
Entering Unmasked Estep 
Score: -6031287.000000 Penalty: 1052.097900
	Iteration 131Q: 3 clusters Score -6031287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 104389 members 
Entering Unmasked Estep 
Score: -6031310.000000 Penalty: 1052.097900
	Iteration 132Q: 3 clusters Score -6031310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -6031333.000000 Penalty: 1052.097900
	Iteration 133Q: 3 clusters Score -6031333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 104418 members 
Entering Unmasked Estep 
Score: -6031338.000000 Penalty: 1052.097900
	Iteration 134Q: 3 clusters Score -6031338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 104434 members 
Entering Unmasked Estep 
Score: -6031347.000000 Penalty: 1052.097900
	Iteration 135Q: 3 clusters Score -6031347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -6031370.000000 Penalty: 1052.097900
	Iteration 136Q: 3 clusters Score -6031370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -6031389.500000 Penalty: 1052.097900
	Iteration 137Q: 3 clusters Score -6031390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 104486 members 
Entering Unmasked Estep 
Score: -6031416.000000 Penalty: 1052.097900
	Iteration 138Q: 3 clusters Score -6031416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
Score: -6031441.000000 Penalty: 1052.097900
	Iteration 139Q: 3 clusters Score -6031441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 104521 members 
Entering Unmasked Estep 
Score: -6031457.500000 Penalty: 1052.097900
	Iteration 140F: 3 clusters Score -6031458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 104536 members 
Entering Unmasked Estep 
Score: -6031476.500000 Penalty: 1052.097900
	Iteration 141Q: 3 clusters Score -6031476 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 104536 members 
Entering Unmasked Estep 
Score: -6031482.000000 Penalty: 1052.097900
	Iteration 142Q: 3 clusters Score -6031482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 104535 members 
Entering Unmasked Estep 
Score: -6031480.500000 Penalty: 1052.097900
	Iteration 143Q: 3 clusters Score -6031480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 104538 members 
Entering Unmasked Estep 
Score: -6031487.000000 Penalty: 1052.097900
	Iteration 144Q: 3 clusters Score -6031487 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 104538 members 
Entering Unmasked Estep 
Score: -6031488.500000 Penalty: 1052.097900
	Iteration 145Q: 3 clusters Score -6031488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -6031497.000000 Penalty: 1052.097900
	Iteration 146Q: 3 clusters Score -6031497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 104545 members 
Entering Unmasked Estep 
Score: -6031499.000000 Penalty: 1052.097900
	Iteration 147Q: 3 clusters Score -6031499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -6031511.000000 Penalty: 1052.097900
	Iteration 148Q: 3 clusters Score -6031511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 104540 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6031511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 104539 members 
Entering Unmasked Estep 
Score: -6031513.000000 Penalty: 1052.097900
	Iteration 150Q: 3 clusters Score -6031513 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 104539 members 
Entering Unmasked Estep 
Score: -6031508.500000 Penalty: 1052.097900
	Iteration 151Q: 3 clusters Score -6031508 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 104539 members 
Entering Unmasked Estep 
Score: -6031515.000000 Penalty: 1052.097900
	Iteration 152Q: 3 clusters Score -6031515 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 104539 members 
Entering Unmasked Estep 
Score: -6031521.000000 Penalty: 1052.097900
	Iteration 153Q: 3 clusters Score -6031521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 104541 members 
Entering Unmasked Estep 
Score: -6031527.500000 Penalty: 1052.097900
	Iteration 154Q: 3 clusters Score -6031528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 104546 members 
Entering Unmasked Estep 
Score: -6031531.500000 Penalty: 1052.097900
	Iteration 155Q: 3 clusters Score -6031532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 104549 members 
Entering Unmasked Estep 
Score: -6031535.500000 Penalty: 1052.097900
	Iteration 156Q: 3 clusters Score -6031536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 104548 members 
Entering Unmasked Estep 
Score: -6031541.500000 Penalty: 1052.097900
	Iteration 157Q: 3 clusters Score -6031542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -6031535.500000 Penalty: 1052.097900
	Iteration 158Q: 3 clusters Score -6031536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 104540 members 
Entering Unmasked Estep 
Score: -6031537.500000 Penalty: 1052.097900
	Iteration 159Q: 3 clusters Score -6031538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 104539 members 
Entering Unmasked Estep 
Score: -6031537.500000 Penalty: 1052.097900
	Iteration 160F: 3 clusters Score -6031538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 104538 members 
Entering Unmasked Estep 
Score: -6031543.000000 Penalty: 1052.097900
	Iteration 161Q: 3 clusters Score -6031543 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 104538 members 
Entering Unmasked Estep 
Score: -6031545.500000 Penalty: 1052.097900
	Iteration 162Q: 3 clusters Score -6031546 nChanged 0
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Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 104538 members 
Entering Unmasked Estep 
Score: -6031545.500000 Penalty: 1052.097900
	Iteration 163F: 3 clusters Score -6031546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -14342.283203 Penalty: 256.220123
	Iteration 0F: 2 clusters Score -14342.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14044.575195 Penalty: 512.440247
	Iteration 0F: 3 clusters Score -14044.58 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14268.919922 Penalty: 512.440247
	Iteration 1F: 3 clusters Score -14268.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14304.568359 Penalty: 512.440247
	Iteration 2F: 3 clusters Score -14304.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14321.509766 Penalty: 512.440247
	Iteration 3Q: 3 clusters Score -14321.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14328.406250 Penalty: 512.440247
	Iteration 4Q: 3 clusters Score -14328.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14330.808594 Penalty: 512.440247
	Iteration 5Q: 3 clusters Score -14330.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14334.478516 Penalty: 512.440247
	Iteration 6Q: 3 clusters Score -14334.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14336.592773 Penalty: 512.440247
	Iteration 7Q: 3 clusters Score -14336.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14336.592773 Penalty: 512.440247
	Iteration 8F: 3 clusters Score -14336.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Entering Unmasked Estep 
Score: -2050041.375000 Penalty: 480.156586
	Iteration 0F: 2 clusters Score -2050041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2024407.250000 Penalty: 960.313171
	Iteration 0F: 3 clusters Score -2024407 nChanged 18478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2035607.125000 Penalty: 960.313171
	Iteration 1F: 3 clusters Score -2035607 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2036598.750000 Penalty: 960.313171
	Iteration 2F: 3 clusters Score -2036599 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2037906.500000 Penalty: 960.313171
	Iteration 3F: 3 clusters Score -2037906 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2039575.250000 Penalty: 960.313171
	Iteration 4F: 3 clusters Score -2039575 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2041445.500000 Penalty: 960.313171
	Iteration 5F: 3 clusters Score -2041446 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2042845.375000 Penalty: 960.313171
	Iteration 6F: 3 clusters Score -2042845 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2043424.750000 Penalty: 960.313171
	Iteration 7Q: 3 clusters Score -2043425 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2043696.250000 Penalty: 960.313171
	Iteration 8Q: 3 clusters Score -2043696 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2043929.125000 Penalty: 960.313171
	Iteration 9Q: 3 clusters Score -2043929 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2044185.250000 Penalty: 960.313171
	Iteration 10Q: 3 clusters Score -2044185 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2044408.500000 Penalty: 960.313171
	Iteration 11Q: 3 clusters Score -2044408 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2044691.750000 Penalty: 960.313171
	Iteration 12Q: 3 clusters Score -2044692 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -2044974.750000 Penalty: 960.313171
	Iteration 13Q: 3 clusters Score -2044975 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -2045306.625000 Penalty: 960.313171
	Iteration 14Q: 3 clusters Score -2045307 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -2045648.750000 Penalty: 960.313171
	Iteration 15Q: 3 clusters Score -2045649 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -2045961.500000 Penalty: 960.313171
	Iteration 16Q: 3 clusters Score -2045962 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2046215.625000 Penalty: 960.313171
	Iteration 17Q: 3 clusters Score -2046216 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -2046422.125000 Penalty: 960.313171
	Iteration 18Q: 3 clusters Score -2046422 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -2046630.750000 Penalty: 960.313171
	Iteration 19Q: 3 clusters Score -2046631 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -2046803.500000 Penalty: 960.313171
	Iteration 20F: 3 clusters Score -2046804 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -2046971.750000 Penalty: 960.313171
	Iteration 21Q: 3 clusters Score -2046972 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -2047160.625000 Penalty: 960.313171
	Iteration 22Q: 3 clusters Score -2047161 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -2047304.625000 Penalty: 960.313171
	Iteration 23Q: 3 clusters Score -2047305 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -2047397.625000 Penalty: 960.313171
	Iteration 24Q: 3 clusters Score -2047398 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -2047466.625000 Penalty: 960.313171
	Iteration 25Q: 3 clusters Score -2047467 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -2047519.875000 Penalty: 960.313171
	Iteration 26Q: 3 clusters Score -2047520 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2047568.625000 Penalty: 960.313171
	Iteration 27Q: 3 clusters Score -2047569 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -2047609.875000 Penalty: 960.313171
	Iteration 28Q: 3 clusters Score -2047610 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -2047642.625000 Penalty: 960.313171
	Iteration 29Q: 3 clusters Score -2047643 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -2047666.000000 Penalty: 960.313171
	Iteration 30Q: 3 clusters Score -2047666 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -2047688.500000 Penalty: 960.313171
	Iteration 31Q: 3 clusters Score -2047688 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -2047705.375000 Penalty: 960.313171
	Iteration 32Q: 3 clusters Score -2047705 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -2047725.125000 Penalty: 960.313171
	Iteration 33Q: 3 clusters Score -2047725 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -2047738.250000 Penalty: 960.313171
	Iteration 34Q: 3 clusters Score -2047738 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -2047755.625000 Penalty: 960.313171
	Iteration 35Q: 3 clusters Score -2047756 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -2047774.125000 Penalty: 960.313171
	Iteration 36Q: 3 clusters Score -2047774 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -2047780.125000 Penalty: 960.313171
	Iteration 37Q: 3 clusters Score -2047780 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -2047788.875000 Penalty: 960.313171
	Iteration 38Q: 3 clusters Score -2047789 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -2047802.875000 Penalty: 960.313171
	Iteration 39Q: 3 clusters Score -2047803 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -2047815.125000 Penalty: 960.313171
	Iteration 40F: 3 clusters Score -2047815 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -2047829.375000 Penalty: 960.313171
	Iteration 41Q: 3 clusters Score -2047829 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -2047840.125000 Penalty: 960.313171
	Iteration 42Q: 3 clusters Score -2047840 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -2047856.625000 Penalty: 960.313171
	Iteration 43Q: 3 clusters Score -2047857 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -2047862.375000 Penalty: 960.313171
	Iteration 44Q: 3 clusters Score -2047862 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -2047872.625000 Penalty: 960.313171
	Iteration 45Q: 3 clusters Score -2047873 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -2047890.250000 Penalty: 960.313171
	Iteration 46Q: 3 clusters Score -2047890 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -2047903.250000 Penalty: 960.313171
	Iteration 47Q: 3 clusters Score -2047903 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -2047912.250000 Penalty: 960.313171
	Iteration 48Q: 3 clusters Score -2047912 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -2047921.500000 Penalty: 960.313171
	Iteration 49Q: 3 clusters Score -2047922 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -2047929.625000 Penalty: 960.313171
	Iteration 50Q: 3 clusters Score -2047930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -2047948.875000 Penalty: 960.313171
	Iteration 51Q: 3 clusters Score -2047949 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -2047962.000000 Penalty: 960.313171
	Iteration 52Q: 3 clusters Score -2047962 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -2047974.875000 Penalty: 960.313171
	Iteration 53Q: 3 clusters Score -2047975 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -2047981.875000 Penalty: 960.313171
	Iteration 54Q: 3 clusters Score -2047982 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -2047987.625000 Penalty: 960.313171
	Iteration 55Q: 3 clusters Score -2047988 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -2047996.125000 Penalty: 960.313171
	Iteration 56Q: 3 clusters Score -2047996 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -2048003.625000 Penalty: 960.313171
	Iteration 57Q: 3 clusters Score -2048004 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -2048015.125000 Penalty: 960.313171
	Iteration 58Q: 3 clusters Score -2048015 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -2048014.125000 Penalty: 960.313171
	Iteration 59Q: 3 clusters Score -2048014 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -2048024.000000 Penalty: 960.313171
	Iteration 60F: 3 clusters Score -2048024 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -2048038.375000 Penalty: 960.313171
	Iteration 61Q: 3 clusters Score -2048038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -2048050.875000 Penalty: 960.313171
	Iteration 62Q: 3 clusters Score -2048051 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -2048054.500000 Penalty: 960.313171
	Iteration 63Q: 3 clusters Score -2048054 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -2048051.875000 Penalty: 960.313171
	Iteration 64Q: 3 clusters Score -2048052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -2048055.500000 Penalty: 960.313171
	Iteration 65Q: 3 clusters Score -2048056 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -2048056.875000 Penalty: 960.313171
	Iteration 66Q: 3 clusters Score -2048057 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -2048074.625000 Penalty: 960.313171
	Iteration 67Q: 3 clusters Score -2048075 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -2048079.250000 Penalty: 960.313171
	Iteration 68Q: 3 clusters Score -2048079 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -2048077.875000 Penalty: 960.313171
	Iteration 69Q: 3 clusters Score -2048078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -2048079.250000 Penalty: 960.313171
	Iteration 70Q: 3 clusters Score -2048079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -2048085.375000 Penalty: 960.313171
	Iteration 71Q: 3 clusters Score -2048085 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -2048083.125000 Penalty: 960.313171
	Iteration 72Q: 3 clusters Score -2048083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -2048091.250000 Penalty: 960.313171
	Iteration 73Q: 3 clusters Score -2048091 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -2048097.500000 Penalty: 960.313171
	Iteration 74Q: 3 clusters Score -2048098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -2048103.000000 Penalty: 960.313171
	Iteration 75Q: 3 clusters Score -2048103 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -2048105.000000 Penalty: 960.313171
	Iteration 76Q: 3 clusters Score -2048105 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -2048119.625000 Penalty: 960.313171
	Iteration 77Q: 3 clusters Score -2048120 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -2048129.125000 Penalty: 960.313171
	Iteration 78Q: 3 clusters Score -2048129 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -2048141.500000 Penalty: 960.313171
	Iteration 79Q: 3 clusters Score -2048142 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -2048148.625000 Penalty: 960.313171
	Iteration 80F: 3 clusters Score -2048149 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -2048161.500000 Penalty: 960.313171
	Iteration 81Q: 3 clusters Score -2048162 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -2048164.375000 Penalty: 960.313171
	Iteration 82Q: 3 clusters Score -2048164 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -2048173.500000 Penalty: 960.313171
	Iteration 83Q: 3 clusters Score -2048174 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -2048187.750000 Penalty: 960.313171
	Iteration 84Q: 3 clusters Score -2048188 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -2048191.125000 Penalty: 960.313171
	Iteration 85Q: 3 clusters Score -2048191 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -2048208.875000 Penalty: 960.313171
	Iteration 86Q: 3 clusters Score -2048209 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -2048222.125000 Penalty: 960.313171
	Iteration 87Q: 3 clusters Score -2048222 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -2048232.500000 Penalty: 960.313171
	Iteration 88Q: 3 clusters Score -2048232 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -2048255.500000 Penalty: 960.313171
	Iteration 89Q: 3 clusters Score -2048256 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -2048272.000000 Penalty: 960.313171
	Iteration 90Q: 3 clusters Score -2048272 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -2048294.875000 Penalty: 960.313171
	Iteration 91Q: 3 clusters Score -2048295 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -2048317.000000 Penalty: 960.313171
	Iteration 92Q: 3 clusters Score -2048317 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -2048356.000000 Penalty: 960.313171
	Iteration 93Q: 3 clusters Score -2048356 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -2048388.125000 Penalty: 960.313171
	Iteration 94Q: 3 clusters Score -2048388 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -2048416.375000 Penalty: 960.313171
	Iteration 95Q: 3 clusters Score -2048416 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -2048455.000000 Penalty: 960.313171
	Iteration 96Q: 3 clusters Score -2048455 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -2048488.250000 Penalty: 960.313171
	Iteration 97Q: 3 clusters Score -2048488 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -2048519.250000 Penalty: 960.313171
	Iteration 98Q: 3 clusters Score -2048519 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -2048550.500000 Penalty: 960.313171
	Iteration 99Q: 3 clusters Score -2048550 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -2048591.375000 Penalty: 960.313171
	Iteration 100F: 3 clusters Score -2048591 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -2048634.250000 Penalty: 960.313171
	Iteration 101Q: 3 clusters Score -2048634 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -2048688.750000 Penalty: 960.313171
	Iteration 102Q: 3 clusters Score -2048689 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -2048743.375000 Penalty: 960.313171
	Iteration 103Q: 3 clusters Score -2048743 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -2048803.000000 Penalty: 960.313171
	Iteration 104Q: 3 clusters Score -2048803 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -2048880.375000 Penalty: 960.313171
	Iteration 105Q: 3 clusters Score -2048880 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -2048957.750000 Penalty: 960.313171
	Iteration 106Q: 3 clusters Score -2048958 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -2049032.750000 Penalty: 960.313171
	Iteration 107Q: 3 clusters Score -2049033 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -2049114.500000 Penalty: 960.313171
	Iteration 108Q: 3 clusters Score -2049114 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -2049193.875000 Penalty: 960.313171
	Iteration 109Q: 3 clusters Score -2049194 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -2049259.125000 Penalty: 960.313171
	Iteration 110Q: 3 clusters Score -2049259 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -2049321.750000 Penalty: 960.313171
	Iteration 111Q: 3 clusters Score -2049322 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -2049378.000000 Penalty: 960.313171
	Iteration 112Q: 3 clusters Score -2049378 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -2049423.750000 Penalty: 960.313171
	Iteration 113Q: 3 clusters Score -2049424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -2049480.625000 Penalty: 960.313171
	Iteration 114Q: 3 clusters Score -2049481 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -2049520.750000 Penalty: 960.313171
	Iteration 115Q: 3 clusters Score -2049521 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -2049551.500000 Penalty: 960.313171
	Iteration 116Q: 3 clusters Score -2049552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -2049569.000000 Penalty: 960.313171
	Iteration 117Q: 3 clusters Score -2049569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -2049594.375000 Penalty: 960.313171
	Iteration 118Q: 3 clusters Score -2049594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -2049606.625000 Penalty: 960.313171
	Iteration 119Q: 3 clusters Score -2049607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -2049620.000000 Penalty: 960.313171
	Iteration 120F: 3 clusters Score -2049620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -2049635.750000 Penalty: 960.313171
	Iteration 121Q: 3 clusters Score -2049636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -2049648.875000 Penalty: 960.313171
	Iteration 122Q: 3 clusters Score -2049649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -2049661.500000 Penalty: 960.313171
	Iteration 123Q: 3 clusters Score -2049662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -2049674.125000 Penalty: 960.313171
	Iteration 124Q: 3 clusters Score -2049674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -2049681.750000 Penalty: 960.313171
	Iteration 125Q: 3 clusters Score -2049682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -2049692.875000 Penalty: 960.313171
	Iteration 126Q: 3 clusters Score -2049693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -2049703.875000 Penalty: 960.313171
	Iteration 127Q: 3 clusters Score -2049704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -2049709.125000 Penalty: 960.313171
	Iteration 128Q: 3 clusters Score -2049709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -2049709.250000 Penalty: 960.313171
	Iteration 129Q: 3 clusters Score -2049709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -2049711.625000 Penalty: 960.313171
	Iteration 130Q: 3 clusters Score -2049712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -2049714.875000 Penalty: 960.313171
	Iteration 131Q: 3 clusters Score -2049715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -2049714.000000 Penalty: 960.313171
	Iteration 132Q: 3 clusters Score -2049714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -2049716.125000 Penalty: 960.313171
	Iteration 133Q: 3 clusters Score -2049716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -2049718.500000 Penalty: 960.313171
	Iteration 134Q: 3 clusters Score -2049718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -2049720.000000 Penalty: 960.313171
	Iteration 135Q: 3 clusters Score -2049720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -2049722.875000 Penalty: 960.313171
	Iteration 136Q: 3 clusters Score -2049723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -2049723.750000 Penalty: 960.313171
	Iteration 137Q: 3 clusters Score -2049724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -2049724.250000 Penalty: 960.313171
	Iteration 138Q: 3 clusters Score -2049724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -2049724.250000 Penalty: 960.313171
	Iteration 139Q: 3 clusters Score -2049724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -2049723.750000 Penalty: 960.313171
	Iteration 140F: 3 clusters Score -2049724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -2049722.500000 Penalty: 960.313171
	Iteration 141Q: 3 clusters Score -2049722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -2049723.875000 Penalty: 960.313171
	Iteration 142Q: 3 clusters Score -2049724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -2049725.125000 Penalty: 960.313171
	Iteration 143Q: 3 clusters Score -2049725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -2049725.125000 Penalty: 960.313171
	Iteration 144F: 3 clusters Score -2049725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Entering Unmasked Estep 
Score: -200375.093750 Penalty: 375.828888
	Iteration 0F: 2 clusters Score -200375.1 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 1952 members 
Entering Unmasked Estep 
Score: -197779.156250 Penalty: 751.657776
	Iteration 0F: 3 clusters Score -197779.2 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -199081.500000 Penalty: 751.657776
	Iteration 1F: 3 clusters Score -199081.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -199366.359375 Penalty: 751.657776
	Iteration 2F: 3 clusters Score -199366.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -199586.500000 Penalty: 751.657776
	Iteration 3F: 3 clusters Score -199586.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -199781.468750 Penalty: 751.657776
	Iteration 4F: 3 clusters Score -199781.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -199905.546875 Penalty: 751.657776
	Iteration 5Q: 3 clusters Score -199905.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -200008.531250 Penalty: 751.657776
	Iteration 6Q: 3 clusters Score -200008.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -200124.781250 Penalty: 751.657776
	Iteration 7Q: 3 clusters Score -200124.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -200235.625000 Penalty: 751.657776
	Iteration 8Q: 3 clusters Score -200235.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -200315.093750 Penalty: 751.657776
	Iteration 9Q: 3 clusters Score -200315.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -200365.000000 Penalty: 751.657776
	Iteration 10Q: 3 clusters Score -200365 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -200396.234375 Penalty: 751.657776
	Iteration 11Q: 3 clusters Score -200396.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -200422.609375 Penalty: 751.657776
	Iteration 12Q: 3 clusters Score -200422.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -200444.921875 Penalty: 751.657776
	Iteration 13Q: 3 clusters Score -200444.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -200469.328125 Penalty: 751.657776
	Iteration 14Q: 3 clusters Score -200469.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -200482.609375 Penalty: 751.657776
	Iteration 15Q: 3 clusters Score -200482.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -200492.375000 Penalty: 751.657776
	Iteration 16Q: 3 clusters Score -200492.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -200496.750000 Penalty: 751.657776
	Iteration 17Q: 3 clusters Score -200496.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -200499.921875 Penalty: 751.657776
	Iteration 18Q: 3 clusters Score -200499.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -200501.390625 Penalty: 751.657776
	Iteration 19Q: 3 clusters Score -200501.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -200502.890625 Penalty: 751.657776
	Iteration 20F: 3 clusters Score -200502.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -200509.625000 Penalty: 751.657776
	Iteration 21Q: 3 clusters Score -200509.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -200527.093750 Penalty: 751.657776
	Iteration 22Q: 3 clusters Score -200527.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -200548.437500 Penalty: 751.657776
	Iteration 23Q: 3 clusters Score -200548.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -200566.390625 Penalty: 751.657776
	Iteration 24Q: 3 clusters Score -200566.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -200599.203125 Penalty: 751.657776
	Iteration 25Q: 3 clusters Score -200599.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -200638.281250 Penalty: 751.657776
	Iteration 26Q: 3 clusters Score -200638.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -200685.093750 Penalty: 751.657776
	Iteration 27Q: 3 clusters Score -200685.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -200735.718750 Penalty: 751.657776
	Iteration 28Q: 3 clusters Score -200735.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -200778.453125 Penalty: 751.657776
	Iteration 29Q: 3 clusters Score -200778.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -200819.640625 Penalty: 751.657776
	Iteration 30Q: 3 clusters Score -200819.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -200843.468750 Penalty: 751.657776
	Iteration 31Q: 3 clusters Score -200843.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -200868.218750 Penalty: 751.657776
	Iteration 32Q: 3 clusters Score -200868.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -200879.453125 Penalty: 751.657776
	Iteration 33Q: 3 clusters Score -200879.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -200892.921875 Penalty: 751.657776
	Iteration 34Q: 3 clusters Score -200892.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -200900.406250 Penalty: 751.657776
	Iteration 35Q: 3 clusters Score -200900.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -200910.062500 Penalty: 751.657776
	Iteration 36Q: 3 clusters Score -200910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -200916.171875 Penalty: 751.657776
	Iteration 37Q: 3 clusters Score -200916.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -200919.093750 Penalty: 751.657776
	Iteration 38Q: 3 clusters Score -200919.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -200920.000000 Penalty: 751.657776
	Iteration 39Q: 3 clusters Score -200920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -200920.671875 Penalty: 751.657776
	Iteration 40F: 3 clusters Score -200920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -200921.406250 Penalty: 751.657776
	Iteration 41Q: 3 clusters Score -200921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -200923.390625 Penalty: 751.657776
	Iteration 42Q: 3 clusters Score -200923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -200923.625000 Penalty: 751.657776
	Iteration 43Q: 3 clusters Score -200923.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -200923.625000 Penalty: 751.657776
	Iteration 44F: 3 clusters Score -200923.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 822 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 417 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 3309 members 
Entering Unmasked Estep 
Score: -10133511.000000 Penalty: 24320.218750
Splitting cluster 8 changes total score from -10133048.000000 to -10133511.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 9 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -61921.945312 Penalty: 321.368713
	Iteration 0F: 2 clusters Score -61921.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -61026.183594 Penalty: 642.737427
	Iteration 0F: 3 clusters Score -61026.18 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -61383.289062 Penalty: 642.737427
	Iteration 1F: 3 clusters Score -61383.29 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -61485.628906 Penalty: 642.737427
	Iteration 2F: 3 clusters Score -61485.63 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -61536.605469 Penalty: 642.737427
	Iteration 3F: 3 clusters Score -61536.61 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -61575.570312 Penalty: 642.737427
	Iteration 4Q: 3 clusters Score -61575.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -61597.839844 Penalty: 642.737427
	Iteration 5Q: 3 clusters Score -61597.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -61619.195312 Penalty: 642.737427
	Iteration 6Q: 3 clusters Score -61619.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -61631.414062 Penalty: 642.737427
	Iteration 7Q: 3 clusters Score -61631.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -61639.710938 Penalty: 642.737427
	Iteration 8Q: 3 clusters Score -61639.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -61646.335938 Penalty: 642.737427
	Iteration 9Q: 3 clusters Score -61646.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -61650.277344 Penalty: 642.737427
	Iteration 10Q: 3 clusters Score -61650.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -61653.585938 Penalty: 642.737427
	Iteration 11Q: 3 clusters Score -61653.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -61655.843750 Penalty: 642.737427
	Iteration 12Q: 3 clusters Score -61655.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -61658.429688 Penalty: 642.737427
	Iteration 13Q: 3 clusters Score -61658.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -61662.203125 Penalty: 642.737427
	Iteration 14Q: 3 clusters Score -61662.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -61665.484375 Penalty: 642.737427
	Iteration 15Q: 3 clusters Score -61665.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -61678.468750 Penalty: 642.737427
	Iteration 16Q: 3 clusters Score -61678.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61696.996094 Penalty: 642.737427
	Iteration 17Q: 3 clusters Score -61697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61710.800781 Penalty: 642.737427
	Iteration 18Q: 3 clusters Score -61710.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -61719.664062 Penalty: 642.737427
	Iteration 19Q: 3 clusters Score -61719.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -61727.738281 Penalty: 642.737427
	Iteration 20F: 3 clusters Score -61727.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61730.914062 Penalty: 642.737427
	Iteration 21Q: 3 clusters Score -61730.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61731.152344 Penalty: 642.737427
	Iteration 22Q: 3 clusters Score -61731.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61731.152344 Penalty: 642.737427
	Iteration 23F: 3 clusters Score -61731.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -30746.837891 Penalty: 296.013184
	Iteration 0F: 2 clusters Score -30746.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30164.937500 Penalty: 592.026367
	Iteration 0F: 3 clusters Score -30164.94 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30367.228516 Penalty: 592.026367
	Iteration 1F: 3 clusters Score -30367.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30434.945312 Penalty: 592.026367
	Iteration 2F: 3 clusters Score -30434.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30462.003906 Penalty: 592.026367
	Iteration 3F: 3 clusters Score -30462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -30475.126953 Penalty: 592.026367
	Iteration 4Q: 3 clusters Score -30475.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -30489.285156 Penalty: 592.026367
	Iteration 5Q: 3 clusters Score -30489.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -30505.853516 Penalty: 592.026367
	Iteration 6Q: 3 clusters Score -30505.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -30522.203125 Penalty: 592.026367
	Iteration 7Q: 3 clusters Score -30522.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30525.378906 Penalty: 592.026367
	Iteration 8Q: 3 clusters Score -30525.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30528.214844 Penalty: 592.026367
	Iteration 9Q: 3 clusters Score -30528.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -30529.650391 Penalty: 592.026367
	Iteration 10Q: 3 clusters Score -30529.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30529.833984 Penalty: 592.026367
	Iteration 11Q: 3 clusters Score -30529.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30529.833984 Penalty: 592.026367
	Iteration 12F: 3 clusters Score -30529.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -13723.890625 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -13723.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13393.898438 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -13393.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13762.844727 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -13762.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13941.405273 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -13941.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14061.762695 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -14061.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14087.492188 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -14087.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14091.600586 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -14091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14092.962891 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -14092.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14092.962891 Penalty: 512.765869
	Iteration 7F: 3 clusters Score -14092.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 95 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 822 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 417 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 3309 members 
Mstep: Class 45 contains 185 members 
Entering Unmasked Estep 
Score: -10133582.000000 Penalty: 24872.951172
Splitting cluster 11 changes total score from -10133048.000000 to -10133582.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 12 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -42298.593750 Penalty: 312.728943
	Iteration 0F: 2 clusters Score -42298.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -41592.527344 Penalty: 625.457886
	Iteration 0F: 3 clusters Score -41592.53 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -42035.863281 Penalty: 625.457886
	Iteration 1F: 3 clusters Score -42035.86 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -42122.914062 Penalty: 625.457886
	Iteration 2F: 3 clusters Score -42122.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -42160.996094 Penalty: 625.457886
	Iteration 3Q: 3 clusters Score -42161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -42179.949219 Penalty: 625.457886
	Iteration 4Q: 3 clusters Score -42179.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -42188.769531 Penalty: 625.457886
	Iteration 5Q: 3 clusters Score -42188.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -42202.121094 Penalty: 625.457886
	Iteration 6Q: 3 clusters Score -42202.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -42209.644531 Penalty: 625.457886
	Iteration 7Q: 3 clusters Score -42209.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -42214.882812 Penalty: 625.457886
	Iteration 8Q: 3 clusters Score -42214.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -42224.351562 Penalty: 625.457886
	Iteration 9Q: 3 clusters Score -42224.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -42235.835938 Penalty: 625.457886
	Iteration 10Q: 3 clusters Score -42235.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -42247.785156 Penalty: 625.457886
	Iteration 11Q: 3 clusters Score -42247.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -42257.230469 Penalty: 625.457886
	Iteration 12Q: 3 clusters Score -42257.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -42264.746094 Penalty: 625.457886
	Iteration 13Q: 3 clusters Score -42264.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -42269.464844 Penalty: 625.457886
	Iteration 14Q: 3 clusters Score -42269.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -42276.636719 Penalty: 625.457886
	Iteration 15Q: 3 clusters Score -42276.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -42286.417969 Penalty: 625.457886
	Iteration 16Q: 3 clusters Score -42286.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42294.113281 Penalty: 625.457886
	Iteration 17Q: 3 clusters Score -42294.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -42299.597656 Penalty: 625.457886
	Iteration 18Q: 3 clusters Score -42299.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42306.695312 Penalty: 625.457886
	Iteration 19Q: 3 clusters Score -42306.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -42313.683594 Penalty: 625.457886
	Iteration 20F: 3 clusters Score -42313.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42319.308594 Penalty: 625.457886
	Iteration 21Q: 3 clusters Score -42319.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -42321.421875 Penalty: 625.457886
	Iteration 22Q: 3 clusters Score -42321.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -42322.343750 Penalty: 625.457886
	Iteration 23Q: 3 clusters Score -42322.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -42323.433594 Penalty: 625.457886
	Iteration 24Q: 3 clusters Score -42323.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -42324.183594 Penalty: 625.457886
	Iteration 25Q: 3 clusters Score -42324.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -42325.218750 Penalty: 625.457886
	Iteration 26Q: 3 clusters Score -42325.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -42326.750000 Penalty: 625.457886
	Iteration 27Q: 3 clusters Score -42326.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -42327.902344 Penalty: 625.457886
	Iteration 28Q: 3 clusters Score -42327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -42327.902344 Penalty: 625.457886
	Iteration 29F: 3 clusters Score -42327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 95 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 822 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 417 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 3309 members 
Mstep: Class 45 contains 185 members 
Mstep: Class 46 contains 297 members 
Entering Unmasked Estep 
Score: -10133366.000000 Penalty: 25425.683594
Splitting cluster 12 changes total score from -10133048.000000 to -10133366.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -90833.921875 Penalty: 339.972900
	Iteration 0F: 2 clusters Score -90833.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -89524.585938 Penalty: 679.945801
	Iteration 0F: 3 clusters Score -89524.59 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -89956.671875 Penalty: 679.945801
	Iteration 1F: 3 clusters Score -89956.67 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -90091.367188 Penalty: 679.945801
	Iteration 2F: 3 clusters Score -90091.37 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -90234.414062 Penalty: 679.945801
	Iteration 3F: 3 clusters Score -90234.41 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -90372.726562 Penalty: 679.945801
	Iteration 4F: 3 clusters Score -90372.73 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -90441.773438 Penalty: 679.945801
	Iteration 5F: 3 clusters Score -90441.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -90471.054688 Penalty: 679.945801
	Iteration 6Q: 3 clusters Score -90471.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -90487.578125 Penalty: 679.945801
	Iteration 7Q: 3 clusters Score -90487.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -90495.812500 Penalty: 679.945801
	Iteration 8Q: 3 clusters Score -90495.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -90500.968750 Penalty: 679.945801
	Iteration 9Q: 3 clusters Score -90500.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -90504.539062 Penalty: 679.945801
	Iteration 10Q: 3 clusters Score -90504.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -90507.195312 Penalty: 679.945801
	Iteration 11Q: 3 clusters Score -90507.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -90510.054688 Penalty: 679.945801
	Iteration 12Q: 3 clusters Score -90510.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -90512.453125 Penalty: 679.945801
	Iteration 13Q: 3 clusters Score -90512.45 nChanged 8
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: -90514.265625 Penalty: 679.945801
	Iteration 14Q: 3 clusters Score -90514.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -90516.148438 Penalty: 679.945801
	Iteration 15Q: 3 clusters Score -90516.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -90520.734375 Penalty: 679.945801
	Iteration 16Q: 3 clusters Score -90520.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -90526.007812 Penalty: 679.945801
	Iteration 17Q: 3 clusters Score -90526.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -90530.460938 Penalty: 679.945801
	Iteration 18Q: 3 clusters Score -90530.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -90537.593750 Penalty: 679.945801
	Iteration 19Q: 3 clusters Score -90537.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -90548.476562 Penalty: 679.945801
	Iteration 20F: 3 clusters Score -90548.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -90566.195312 Penalty: 679.945801
	Iteration 21Q: 3 clusters Score -90566.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -90580.304688 Penalty: 679.945801
	Iteration 22Q: 3 clusters Score -90580.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -90604.539062 Penalty: 679.945801
	Iteration 23Q: 3 clusters Score -90604.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -90642.781250 Penalty: 679.945801
	Iteration 24Q: 3 clusters Score -90642.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -90682.976562 Penalty: 679.945801
	Iteration 25Q: 3 clusters Score -90682.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -90712.890625 Penalty: 679.945801
	Iteration 26Q: 3 clusters Score -90712.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -90749.203125 Penalty: 679.945801
	Iteration 27Q: 3 clusters Score -90749.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -90783.140625 Penalty: 679.945801
	Iteration 28Q: 3 clusters Score -90783.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -90824.445312 Penalty: 679.945801
	Iteration 29Q: 3 clusters Score -90824.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -90869.078125 Penalty: 679.945801
	Iteration 30Q: 3 clusters Score -90869.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -90903.742188 Penalty: 679.945801
	Iteration 31Q: 3 clusters Score -90903.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -90917.875000 Penalty: 679.945801
	Iteration 32Q: 3 clusters Score -90917.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -90924.171875 Penalty: 679.945801
	Iteration 33Q: 3 clusters Score -90924.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -90926.085938 Penalty: 679.945801
	Iteration 34Q: 3 clusters Score -90926.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -90926.445312 Penalty: 679.945801
	Iteration 35Q: 3 clusters Score -90926.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -90926.757812 Penalty: 679.945801
	Iteration 36Q: 3 clusters Score -90926.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -90927.578125 Penalty: 679.945801
	Iteration 37Q: 3 clusters Score -90927.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -90928.492188 Penalty: 679.945801
	Iteration 38Q: 3 clusters Score -90928.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -90929.468750 Penalty: 679.945801
	Iteration 39Q: 3 clusters Score -90929.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -90932.515625 Penalty: 679.945801
	Iteration 40F: 3 clusters Score -90932.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -90933.953125 Penalty: 679.945801
	Iteration 41Q: 3 clusters Score -90933.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -90934.921875 Penalty: 679.945801
	Iteration 42Q: 3 clusters Score -90934.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -90935.187500 Penalty: 679.945801
	Iteration 43Q: 3 clusters Score -90935.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -90935.187500 Penalty: 679.945801
	Iteration 44F: 3 clusters Score -90935.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 95 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 822 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 417 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 3309 members 
Mstep: Class 45 contains 185 members 
Mstep: Class 46 contains 297 members 
Mstep: Class 47 contains 634 members 
Entering Unmasked Estep 
Score: -10133253.000000 Penalty: 25978.416016
Splitting cluster 13 changes total score from -10133048.000000 to -10133253.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 14 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -10872.625977 Penalty: 268.817780
	Iteration 0F: 2 clusters Score -10872.63 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 178 members 
Entering Unmasked Estep 
Score: -10498.755859 Penalty: 537.635559
	Iteration 0F: 3 clusters Score -10498.76 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10689.804688 Penalty: 537.635559
	Iteration 1F: 3 clusters Score -10689.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10763.495117 Penalty: 537.635559
	Iteration 2F: 3 clusters Score -10763.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10795.795898 Penalty: 537.635559
	Iteration 3Q: 3 clusters Score -10795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10804.875977 Penalty: 537.635559
	Iteration 4Q: 3 clusters Score -10804.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10806.676758 Penalty: 537.635559
	Iteration 5Q: 3 clusters Score -10806.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10806.676758 Penalty: 537.635559
	Iteration 6F: 3 clusters Score -10806.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -38029.933594 Penalty: 295.603271
	Iteration 0F: 2 clusters Score -38029.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37418.953125 Penalty: 591.206543
	Iteration 0F: 3 clusters Score -37418.95 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37571.617188 Penalty: 591.206543
	Iteration 1F: 3 clusters Score -37571.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37597.722656 Penalty: 591.206543
	Iteration 2F: 3 clusters Score -37597.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37615.816406 Penalty: 591.206543
	Iteration 3Q: 3 clusters Score -37615.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37629.960938 Penalty: 591.206543
	Iteration 4Q: 3 clusters Score -37629.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37638.292969 Penalty: 591.206543
	Iteration 5Q: 3 clusters Score -37638.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -37648.957031 Penalty: 591.206543
	Iteration 6Q: 3 clusters Score -37648.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -37661.355469 Penalty: 591.206543
	Iteration 7Q: 3 clusters Score -37661.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37677.183594 Penalty: 591.206543
	Iteration 8Q: 3 clusters Score -37677.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -37705.910156 Penalty: 591.206543
	Iteration 9Q: 3 clusters Score -37705.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -37717.382812 Penalty: 591.206543
	Iteration 10Q: 3 clusters Score -37717.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37724.050781 Penalty: 591.206543
	Iteration 11Q: 3 clusters Score -37724.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -37733.191406 Penalty: 591.206543
	Iteration 12Q: 3 clusters Score -37733.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37740.578125 Penalty: 591.206543
	Iteration 13Q: 3 clusters Score -37740.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -37745.808594 Penalty: 591.206543
	Iteration 14Q: 3 clusters Score -37745.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -37751.597656 Penalty: 591.206543
	Iteration 15Q: 3 clusters Score -37751.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -37757.644531 Penalty: 591.206543
	Iteration 16Q: 3 clusters Score -37757.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -37768.742188 Penalty: 591.206543
	Iteration 17Q: 3 clusters Score -37768.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -37775.523438 Penalty: 591.206543
	Iteration 18Q: 3 clusters Score -37775.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -37779.890625 Penalty: 591.206543
	Iteration 19Q: 3 clusters Score -37779.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -37782.406250 Penalty: 591.206543
	Iteration 20F: 3 clusters Score -37782.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37783.738281 Penalty: 591.206543
	Iteration 21Q: 3 clusters Score -37783.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -37786.906250 Penalty: 591.206543
	Iteration 22Q: 3 clusters Score -37786.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -37790.156250 Penalty: 591.206543
	Iteration 23Q: 3 clusters Score -37790.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -37795.054688 Penalty: 591.206543
	Iteration 24Q: 3 clusters Score -37795.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -37799.078125 Penalty: 591.206543
	Iteration 25Q: 3 clusters Score -37799.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -37802.398438 Penalty: 591.206543
	Iteration 26Q: 3 clusters Score -37802.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -37804.765625 Penalty: 591.206543
	Iteration 27Q: 3 clusters Score -37804.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -37808.953125 Penalty: 591.206543
	Iteration 28Q: 3 clusters Score -37808.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -37816.089844 Penalty: 591.206543
	Iteration 29Q: 3 clusters Score -37816.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -37829.804688 Penalty: 591.206543
	Iteration 30Q: 3 clusters Score -37829.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -37843.765625 Penalty: 591.206543
	Iteration 31Q: 3 clusters Score -37843.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -37853.085938 Penalty: 591.206543
	Iteration 32Q: 3 clusters Score -37853.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -37860.351562 Penalty: 591.206543
	Iteration 33Q: 3 clusters Score -37860.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -37879.339844 Penalty: 591.206543
	Iteration 34Q: 3 clusters Score -37879.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -37893.468750 Penalty: 591.206543
	Iteration 35Q: 3 clusters Score -37893.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -37902.417969 Penalty: 591.206543
	Iteration 36Q: 3 clusters Score -37902.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -37912.175781 Penalty: 591.206543
	Iteration 37Q: 3 clusters Score -37912.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -37925.324219 Penalty: 591.206543
	Iteration 38Q: 3 clusters Score -37925.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -37950.636719 Penalty: 591.206543
	Iteration 39Q: 3 clusters Score -37950.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -37971.433594 Penalty: 591.206543
	Iteration 40F: 3 clusters Score -37971.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -37987.500000 Penalty: 591.206543
	Iteration 41Q: 3 clusters Score -37987.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37997.550781 Penalty: 591.206543
	Iteration 42Q: 3 clusters Score -37997.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -38012.296875 Penalty: 591.206543
	Iteration 43Q: 3 clusters Score -38012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -38018.812500 Penalty: 591.206543
	Iteration 44Q: 3 clusters Score -38018.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -38024.792969 Penalty: 591.206543
	Iteration 45Q: 3 clusters Score -38024.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -38027.023438 Penalty: 591.206543
	Iteration 46Q: 3 clusters Score -38027.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -38027.414062 Penalty: 591.206543
	Iteration 47Q: 3 clusters Score -38027.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -38027.414062 Penalty: 591.206543
	Iteration 48F: 3 clusters Score -38027.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -8824.658203 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -8824.658 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 95 members 
Entering Unmasked Estep 
Score: -8567.001953 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -8567.002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8647.431641 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -8647.432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8671.670898 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -8671.671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8685.998047 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -8685.998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8689.708984 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -8689.709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8698.389648 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -8698.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8708.805664 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -8708.806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8718.580078 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -8718.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8735.044922 Penalty: 476.516235
	Iteration 8Q: 3 clusters Score -8735.045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8779.803711 Penalty: 476.516235
	Iteration 9Q: 3 clusters Score -8779.804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8811.245117 Penalty: 476.516235
	Iteration 10Q: 3 clusters Score -8811.245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8825.251953 Penalty: 476.516235
	Iteration 11Q: 3 clusters Score -8825.252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8836.831055 Penalty: 476.516235
	Iteration 12Q: 3 clusters Score -8836.831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8844.676758 Penalty: 476.516235
	Iteration 13Q: 3 clusters Score -8844.677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8846.661133 Penalty: 476.516235
	Iteration 14Q: 3 clusters Score -8846.661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8847.982422 Penalty: 476.516235
	Iteration 15Q: 3 clusters Score -8847.982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8851.639648 Penalty: 476.516235
	Iteration 16Q: 3 clusters Score -8851.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8863.089844 Penalty: 476.516235
	Iteration 17Q: 3 clusters Score -8863.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8870.792969 Penalty: 476.516235
	Iteration 18Q: 3 clusters Score -8870.793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8873.719727 Penalty: 476.516235
	Iteration 19Q: 3 clusters Score -8873.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8893.295898 Penalty: 476.516235
	Iteration 20F: 3 clusters Score -8893.296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8920.786133 Penalty: 476.516235
	Iteration 21Q: 3 clusters Score -8920.786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8922.599609 Penalty: 476.516235
	Iteration 22Q: 3 clusters Score -8922.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8922.599609 Penalty: 476.516235
	Iteration 23F: 3 clusters Score -8922.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 95 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 85 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 822 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 417 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 3309 members 
Mstep: Class 45 contains 185 members 
Mstep: Class 46 contains 297 members 
Mstep: Class 47 contains 634 members 
Mstep: Class 48 contains 103 members 
Entering Unmasked Estep 
Score: -10133033.000000 Penalty: 26531.148438
Splitting cluster 16 changes total score from -10133048.000000 to -10133033.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Entering Unmasked Estep 
Score: -147864.421875 Penalty: 362.747192
	Iteration 0F: 2 clusters Score -147864.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -145822.046875 Penalty: 725.494385
	Iteration 0F: 3 clusters Score -145822 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -146544.265625 Penalty: 725.494385
	Iteration 1F: 3 clusters Score -146544.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -146704.718750 Penalty: 725.494385
	Iteration 2F: 3 clusters Score -146704.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -146839.250000 Penalty: 725.494385
	Iteration 3F: 3 clusters Score -146839.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -146974.218750 Penalty: 725.494385
	Iteration 4F: 3 clusters Score -146974.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -147116.187500 Penalty: 725.494385
	Iteration 5F: 3 clusters Score -147116.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -147224.093750 Penalty: 725.494385
	Iteration 6F: 3 clusters Score -147224.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -147291.000000 Penalty: 725.494385
	Iteration 7Q: 3 clusters Score -147291 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -147340.703125 Penalty: 725.494385
	Iteration 8Q: 3 clusters Score -147340.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -147386.343750 Penalty: 725.494385
	Iteration 9Q: 3 clusters Score -147386.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -147430.796875 Penalty: 725.494385
	Iteration 10Q: 3 clusters Score -147430.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -147476.390625 Penalty: 725.494385
	Iteration 11Q: 3 clusters Score -147476.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -147521.515625 Penalty: 725.494385
	Iteration 12Q: 3 clusters Score -147521.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -147558.328125 Penalty: 725.494385
	Iteration 13Q: 3 clusters Score -147558.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -147584.156250 Penalty: 725.494385
	Iteration 14Q: 3 clusters Score -147584.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -147606.890625 Penalty: 725.494385
	Iteration 15Q: 3 clusters Score -147606.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -147625.171875 Penalty: 725.494385
	Iteration 16Q: 3 clusters Score -147625.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -147632.765625 Penalty: 725.494385
	Iteration 17Q: 3 clusters Score -147632.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -147637.140625 Penalty: 725.494385
	Iteration 18Q: 3 clusters Score -147637.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -147640.156250 Penalty: 725.494385
	Iteration 19Q: 3 clusters Score -147640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -147641.500000 Penalty: 725.494385
	Iteration 20F: 3 clusters Score -147641.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9338.147461 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9338.147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9052.031250 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9052.031 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9112.564453 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9112.564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9126.988281 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -9126.988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9133.881836 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -9133.882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9137.392578 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -9137.393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9137.392578 Penalty: 482.600739
	Iteration 5F: 3 clusters Score -9137.393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -5585.808105 Penalty: 215.497025
	Iteration 0F: 2 clusters Score -5585.808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5372.189941 Penalty: 430.994049
	Iteration 0F: 3 clusters Score -5372.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5455.435547 Penalty: 430.994049
	Iteration 1F: 3 clusters Score -5455.436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5486.693359 Penalty: 430.994049
	Iteration 2F: 3 clusters Score -5486.693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5493.754395 Penalty: 430.994049
	Iteration 3Q: 3 clusters Score -5493.754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5496.620605 Penalty: 430.994049
	Iteration 4Q: 3 clusters Score -5496.621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5502.740723 Penalty: 430.994049
	Iteration 5Q: 3 clusters Score -5502.741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5504.262695 Penalty: 430.994049
	Iteration 6Q: 3 clusters Score -5504.263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5507.655273 Penalty: 430.994049
	Iteration 7Q: 3 clusters Score -5507.655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5517.194824 Penalty: 430.994049
	Iteration 8Q: 3 clusters Score -5517.195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5524.062988 Penalty: 430.994049
	Iteration 9Q: 3 clusters Score -5524.063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5524.062988 Penalty: 430.994049
	Iteration 10F: 3 clusters Score -5524.063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -10195.114258 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -10195.11 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 104 members 
Entering Unmasked Estep 
Score: -9919.870117 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9919.87 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10025.957031 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -10025.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10057.770508 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -10057.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10067.863281 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -10067.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10069.950195 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -10069.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10071.343750 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -10071.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10075.771484 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -10075.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10082.238281 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -10082.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10101.684570 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -10101.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10104.684570 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -10104.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10107.380859 Penalty: 482.600739
	Iteration 10Q: 3 clusters Score -10107.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10107.380859 Penalty: 482.600739
	Iteration 11F: 3 clusters Score -10107.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -42347.050781 Penalty: 305.384186
	Iteration 0F: 2 clusters Score -42347.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -41682.460938 Penalty: 610.768372
	Iteration 0F: 3 clusters Score -41682.46 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -41957.023438 Penalty: 610.768372
	Iteration 1F: 3 clusters Score -41957.02 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -42092.328125 Penalty: 610.768372
	Iteration 2F: 3 clusters Score -42092.33 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -42200.648438 Penalty: 610.768372
	Iteration 3F: 3 clusters Score -42200.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -42250.722656 Penalty: 610.768372
	Iteration 4Q: 3 clusters Score -42250.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -42282.257812 Penalty: 610.768372
	Iteration 5Q: 3 clusters Score -42282.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -42297.730469 Penalty: 610.768372
	Iteration 6Q: 3 clusters Score -42297.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -42309.132812 Penalty: 610.768372
	Iteration 7Q: 3 clusters Score -42309.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -42317.386719 Penalty: 610.768372
	Iteration 8Q: 3 clusters Score -42317.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -42338.605469 Penalty: 610.768372
	Iteration 9Q: 3 clusters Score -42338.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -42380.125000 Penalty: 610.768372
	Iteration 10Q: 3 clusters Score -42380.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -42516.386719 Penalty: 610.768372
	Iteration 11Q: 3 clusters Score -42516.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -42585.476562 Penalty: 610.768372
	Iteration 12Q: 3 clusters Score -42585.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -42591.093750 Penalty: 610.768372
	Iteration 13Q: 3 clusters Score -42591.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -42595.800781 Penalty: 610.768372
	Iteration 14Q: 3 clusters Score -42595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -42597.109375 Penalty: 610.768372
	Iteration 15Q: 3 clusters Score -42597.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -42600.859375 Penalty: 610.768372
	Iteration 16Q: 3 clusters Score -42600.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -42604.707031 Penalty: 610.768372
	Iteration 17Q: 3 clusters Score -42604.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -42606.296875 Penalty: 610.768372
	Iteration 18Q: 3 clusters Score -42606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -42608.613281 Penalty: 610.768372
	Iteration 19Q: 3 clusters Score -42608.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -42611.746094 Penalty: 610.768372
	Iteration 20F: 3 clusters Score -42611.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -42613.671875 Penalty: 610.768372
	Iteration 21Q: 3 clusters Score -42613.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -42616.105469 Penalty: 610.768372
	Iteration 22Q: 3 clusters Score -42616.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -42619.050781 Penalty: 610.768372
	Iteration 23Q: 3 clusters Score -42619.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -42622.027344 Penalty: 610.768372
	Iteration 24Q: 3 clusters Score -42622.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -42623.949219 Penalty: 610.768372
	Iteration 25Q: 3 clusters Score -42623.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -42628.535156 Penalty: 610.768372
	Iteration 26Q: 3 clusters Score -42628.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -42632.652344 Penalty: 610.768372
	Iteration 27Q: 3 clusters Score -42632.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -42639.390625 Penalty: 610.768372
	Iteration 28Q: 3 clusters Score -42639.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -42644.609375 Penalty: 610.768372
	Iteration 29Q: 3 clusters Score -42644.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -42653.292969 Penalty: 610.768372
	Iteration 30Q: 3 clusters Score -42653.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -42676.250000 Penalty: 610.768372
	Iteration 31Q: 3 clusters Score -42676.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -42715.929688 Penalty: 610.768372
	Iteration 32Q: 3 clusters Score -42715.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -42745.058594 Penalty: 610.768372
	Iteration 33Q: 3 clusters Score -42745.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -42759.136719 Penalty: 610.768372
	Iteration 34Q: 3 clusters Score -42759.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -42772.792969 Penalty: 610.768372
	Iteration 35Q: 3 clusters Score -42772.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -42799.878906 Penalty: 610.768372
	Iteration 36Q: 3 clusters Score -42799.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -42812.804688 Penalty: 610.768372
	Iteration 37Q: 3 clusters Score -42812.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -42816.992188 Penalty: 610.768372
	Iteration 38Q: 3 clusters Score -42816.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -42823.734375 Penalty: 610.768372
	Iteration 39Q: 3 clusters Score -42823.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -42835.835938 Penalty: 610.768372
	Iteration 40F: 3 clusters Score -42835.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -42852.273438 Penalty: 610.768372
	Iteration 41Q: 3 clusters Score -42852.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -42856.968750 Penalty: 610.768372
	Iteration 42Q: 3 clusters Score -42856.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -42857.535156 Penalty: 610.768372
	Iteration 43Q: 3 clusters Score -42857.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -42857.535156 Penalty: 610.768372
	Iteration 44F: 3 clusters Score -42857.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 95 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 198 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 417 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 3309 members 
Mstep: Class 45 contains 185 members 
Mstep: Class 46 contains 297 members 
Mstep: Class 47 contains 634 members 
Mstep: Class 48 contains 624 members 
Entering Unmasked Estep 
Score: -10133505.000000 Penalty: 26531.148438
Splitting cluster 21 changes total score from -10133048.000000 to -10133505.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 22 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10139.841797 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10139.84 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 96 members 
Entering Unmasked Estep 
Score: -9879.695312 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -9879.695 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9992.767578 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -9992.768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10033.349609 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10033.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10070.855469 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -10070.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10115.242188 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -10115.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10141.747070 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10141.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10165.329102 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -10165.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10178.571289 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -10178.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10179.666016 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -10179.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10179.666016 Penalty: 481.690735
	Iteration 9F: 3 clusters Score -10179.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 95 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 198 members 
Mstep: Class 22 contains 87 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 417 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 3309 members 
Mstep: Class 45 contains 185 members 
Mstep: Class 46 contains 297 members 
Mstep: Class 47 contains 634 members 
Mstep: Class 48 contains 624 members 
Mstep: Class 49 contains 112 members 
Entering Unmasked Estep 
Score: -10133223.000000 Penalty: 27083.880859
Splitting cluster 22 changes total score from -10133048.000000 to -10133223.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 23 (6713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Entering Unmasked Estep 
Score: -359725.343750 Penalty: 400.936951
	Iteration 0F: 2 clusters Score -359725.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -355187.718750 Penalty: 801.873901
	Iteration 0F: 3 clusters Score -355187.7 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -356895.437500 Penalty: 801.873901
	Iteration 1F: 3 clusters Score -356895.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -357113.875000 Penalty: 801.873901
	Iteration 2F: 3 clusters Score -357113.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -357388.031250 Penalty: 801.873901
	Iteration 3F: 3 clusters Score -357388 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -357761.656250 Penalty: 801.873901
	Iteration 4F: 3 clusters Score -357761.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -358179.781250 Penalty: 801.873901
	Iteration 5F: 3 clusters Score -358179.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -358545.906250 Penalty: 801.873901
	Iteration 6F: 3 clusters Score -358545.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -358774.406250 Penalty: 801.873901
	Iteration 7F: 3 clusters Score -358774.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -358895.843750 Penalty: 801.873901
	Iteration 8Q: 3 clusters Score -358895.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -358971.218750 Penalty: 801.873901
	Iteration 9Q: 3 clusters Score -358971.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -359016.062500 Penalty: 801.873901
	Iteration 10Q: 3 clusters Score -359016.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -359041.937500 Penalty: 801.873901
	Iteration 11Q: 3 clusters Score -359041.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -359057.593750 Penalty: 801.873901
	Iteration 12Q: 3 clusters Score -359057.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -359063.875000 Penalty: 801.873901
	Iteration 13Q: 3 clusters Score -359063.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -359067.812500 Penalty: 801.873901
	Iteration 14Q: 3 clusters Score -359067.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -359070.250000 Penalty: 801.873901
	Iteration 15Q: 3 clusters Score -359070.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -359072.656250 Penalty: 801.873901
	Iteration 16Q: 3 clusters Score -359072.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -359074.375000 Penalty: 801.873901
	Iteration 17Q: 3 clusters Score -359074.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -359074.531250 Penalty: 801.873901
	Iteration 18Q: 3 clusters Score -359074.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -359075.062500 Penalty: 801.873901
	Iteration 19Q: 3 clusters Score -359075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -359076.375000 Penalty: 801.873901
	Iteration 20F: 3 clusters Score -359076.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -359076.125000 Penalty: 801.873901
	Iteration 21Q: 3 clusters Score -359076.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -359076.125000 Penalty: 801.873901
	Iteration 22F: 3 clusters Score -359076.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -5380.977539 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -5380.978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5114.576660 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -5114.577 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5313.860840 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -5313.861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5524.393555 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -5524.394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5575.841309 Penalty: 498.738159
	Iteration 3F: 3 clusters Score -5575.841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5584.292480 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -5584.292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5584.963379 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -5584.963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5585.487305 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -5585.487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5585.487305 Penalty: 498.738159
	Iteration 7F: 3 clusters Score -5585.487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 95 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 198 members 
Mstep: Class 22 contains 87 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 77 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 417 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 3309 members 
Mstep: Class 45 contains 185 members 
Mstep: Class 46 contains 297 members 
Mstep: Class 47 contains 634 members 
Mstep: Class 48 contains 624 members 
Mstep: Class 49 contains 112 members 
Mstep: Class 50 contains 163 members 
Entering Unmasked Estep 
Score: -10133124.000000 Penalty: 27636.613281
Splitting cluster 24 changes total score from -10133048.000000 to -10133124.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 25 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -5314.814453 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -5314.814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5079.409668 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -5079.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5139.754395 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -5139.754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5158.083984 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -5158.084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5173.608887 Penalty: 449.037140
	Iteration 3F: 3 clusters Score -5173.609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5181.323242 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -5181.323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5191.783691 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -5191.784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5204.360352 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -5204.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5207.497070 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -5207.497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5208.889648 Penalty: 449.037140
	Iteration 8Q: 3 clusters Score -5208.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5208.889648 Penalty: 449.037140
	Iteration 9F: 3 clusters Score -5208.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -25410.433594 Penalty: 280.526489
	Iteration 0F: 2 clusters Score -25410.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24943.628906 Penalty: 561.052979
	Iteration 0F: 3 clusters Score -24943.63 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25131.294922 Penalty: 561.052979
	Iteration 1F: 3 clusters Score -25131.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25191.296875 Penalty: 561.052979
	Iteration 2F: 3 clusters Score -25191.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25229.148438 Penalty: 561.052979
	Iteration 3F: 3 clusters Score -25229.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25261.146484 Penalty: 561.052979
	Iteration 4F: 3 clusters Score -25261.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25275.119141 Penalty: 561.052979
	Iteration 5Q: 3 clusters Score -25275.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25286.414062 Penalty: 561.052979
	Iteration 6Q: 3 clusters Score -25286.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25302.646484 Penalty: 561.052979
	Iteration 7Q: 3 clusters Score -25302.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25314.888672 Penalty: 561.052979
	Iteration 8Q: 3 clusters Score -25314.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25324.271484 Penalty: 561.052979
	Iteration 9Q: 3 clusters Score -25324.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25332.326172 Penalty: 561.052979
	Iteration 10Q: 3 clusters Score -25332.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25340.824219 Penalty: 561.052979
	Iteration 11Q: 3 clusters Score -25340.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25341.923828 Penalty: 561.052979
	Iteration 12Q: 3 clusters Score -25341.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25342.078125 Penalty: 561.052979
	Iteration 13Q: 3 clusters Score -25342.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25342.908203 Penalty: 561.052979
	Iteration 14Q: 3 clusters Score -25342.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25346.111328 Penalty: 561.052979
	Iteration 15Q: 3 clusters Score -25346.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25346.539062 Penalty: 561.052979
	Iteration 16Q: 3 clusters Score -25346.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25346.621094 Penalty: 561.052979
	Iteration 17Q: 3 clusters Score -25346.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25346.621094 Penalty: 561.052979
	Iteration 18F: 3 clusters Score -25346.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -37076.328125 Penalty: 297.878723
	Iteration 0F: 2 clusters Score -37076.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -36476.718750 Penalty: 595.757446
	Iteration 0F: 3 clusters Score -36476.72 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -36726.562500 Penalty: 595.757446
	Iteration 1F: 3 clusters Score -36726.56 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -36806.847656 Penalty: 595.757446
	Iteration 2F: 3 clusters Score -36806.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36848.910156 Penalty: 595.757446
	Iteration 3F: 3 clusters Score -36848.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36877.523438 Penalty: 595.757446
	Iteration 4Q: 3 clusters Score -36877.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -36914.042969 Penalty: 595.757446
	Iteration 5Q: 3 clusters Score -36914.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -36966.046875 Penalty: 595.757446
	Iteration 6Q: 3 clusters Score -36966.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -37019.511719 Penalty: 595.757446
	Iteration 7Q: 3 clusters Score -37019.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -37094.628906 Penalty: 595.757446
	Iteration 8Q: 3 clusters Score -37094.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -37156.265625 Penalty: 595.757446
	Iteration 9Q: 3 clusters Score -37156.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -37225.140625 Penalty: 595.757446
	Iteration 10Q: 3 clusters Score -37225.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -37272.339844 Penalty: 595.757446
	Iteration 11Q: 3 clusters Score -37272.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37280.078125 Penalty: 595.757446
	Iteration 12Q: 3 clusters Score -37280.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37281.648438 Penalty: 595.757446
	Iteration 13Q: 3 clusters Score -37281.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -37283.179688 Penalty: 595.757446
	Iteration 14Q: 3 clusters Score -37283.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -37283.226562 Penalty: 595.757446
	Iteration 15Q: 3 clusters Score -37283.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -37283.226562 Penalty: 595.757446
	Iteration 16F: 3 clusters Score -37283.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 95 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 198 members 
Mstep: Class 22 contains 87 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 77 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 417 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 3309 members 
Mstep: Class 45 contains 185 members 
Mstep: Class 46 contains 297 members 
Mstep: Class 47 contains 634 members 
Mstep: Class 48 contains 624 members 
Mstep: Class 49 contains 112 members 
Mstep: Class 50 contains 163 members 
Mstep: Class 51 contains 394 members 
Entering Unmasked Estep 
Score: -10133060.000000 Penalty: 28189.345703
Splitting cluster 27 changes total score from -10133048.000000 to -10133060.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 28 (5016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Entering Unmasked Estep 
Score: -258218.812500 Penalty: 387.677643
	Iteration 0F: 2 clusters Score -258218.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -254801.265625 Penalty: 775.355286
	Iteration 0F: 3 clusters Score -254801.3 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -256967.750000 Penalty: 775.355286
	Iteration 1F: 3 clusters Score -256967.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -257570.984375 Penalty: 775.355286
	Iteration 2F: 3 clusters Score -257571 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -257980.031250 Penalty: 775.355286
	Iteration 3F: 3 clusters Score -257980 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -258159.781250 Penalty: 775.355286
	Iteration 4F: 3 clusters Score -258159.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -258219.234375 Penalty: 775.355286
	Iteration 5Q: 3 clusters Score -258219.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -258255.984375 Penalty: 775.355286
	Iteration 6Q: 3 clusters Score -258256 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -258292.937500 Penalty: 775.355286
	Iteration 7Q: 3 clusters Score -258292.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -258343.812500 Penalty: 775.355286
	Iteration 8Q: 3 clusters Score -258343.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -258405.078125 Penalty: 775.355286
	Iteration 9Q: 3 clusters Score -258405.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -258463.265625 Penalty: 775.355286
	Iteration 10Q: 3 clusters Score -258463.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -258509.234375 Penalty: 775.355286
	Iteration 11Q: 3 clusters Score -258509.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -258534.046875 Penalty: 775.355286
	Iteration 12Q: 3 clusters Score -258534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -258547.312500 Penalty: 775.355286
	Iteration 13Q: 3 clusters Score -258547.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -258560.484375 Penalty: 775.355286
	Iteration 14Q: 3 clusters Score -258560.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -258573.453125 Penalty: 775.355286
	Iteration 15Q: 3 clusters Score -258573.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -258587.781250 Penalty: 775.355286
	Iteration 16Q: 3 clusters Score -258587.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -258609.968750 Penalty: 775.355286
	Iteration 17Q: 3 clusters Score -258610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -258631.375000 Penalty: 775.355286
	Iteration 18Q: 3 clusters Score -258631.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -258660.062500 Penalty: 775.355286
	Iteration 19Q: 3 clusters Score -258660.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -258698.187500 Penalty: 775.355286
	Iteration 20F: 3 clusters Score -258698.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -258731.890625 Penalty: 775.355286
	Iteration 21Q: 3 clusters Score -258731.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -258752.921875 Penalty: 775.355286
	Iteration 22Q: 3 clusters Score -258752.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -258765.218750 Penalty: 775.355286
	Iteration 23Q: 3 clusters Score -258765.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -258770.031250 Penalty: 775.355286
	Iteration 24Q: 3 clusters Score -258770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -258773.671875 Penalty: 775.355286
	Iteration 25Q: 3 clusters Score -258773.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -258777.453125 Penalty: 775.355286
	Iteration 26Q: 3 clusters Score -258777.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -258780.046875 Penalty: 775.355286
	Iteration 27Q: 3 clusters Score -258780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -258783.421875 Penalty: 775.355286
	Iteration 28Q: 3 clusters Score -258783.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -258788.687500 Penalty: 775.355286
	Iteration 29Q: 3 clusters Score -258788.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -258792.187500 Penalty: 775.355286
	Iteration 30Q: 3 clusters Score -258792.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -258794.812500 Penalty: 775.355286
	Iteration 31Q: 3 clusters Score -258794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -258795.531250 Penalty: 775.355286
	Iteration 32Q: 3 clusters Score -258795.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -258797.187500 Penalty: 775.355286
	Iteration 33Q: 3 clusters Score -258797.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -258798.656250 Penalty: 775.355286
	Iteration 34Q: 3 clusters Score -258798.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -258801.234375 Penalty: 775.355286
	Iteration 35Q: 3 clusters Score -258801.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -258803.890625 Penalty: 775.355286
	Iteration 36Q: 3 clusters Score -258803.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -258807.390625 Penalty: 775.355286
	Iteration 37Q: 3 clusters Score -258807.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -258810.937500 Penalty: 775.355286
	Iteration 38Q: 3 clusters Score -258810.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -258817.093750 Penalty: 775.355286
	Iteration 39Q: 3 clusters Score -258817.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -258823.421875 Penalty: 775.355286
	Iteration 40F: 3 clusters Score -258823.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -258829.296875 Penalty: 775.355286
	Iteration 41Q: 3 clusters Score -258829.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -258835.171875 Penalty: 775.355286
	Iteration 42Q: 3 clusters Score -258835.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -258847.687500 Penalty: 775.355286
	Iteration 43Q: 3 clusters Score -258847.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -258859.171875 Penalty: 775.355286
	Iteration 44Q: 3 clusters Score -258859.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -258869.375000 Penalty: 775.355286
	Iteration 45Q: 3 clusters Score -258869.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -258876.531250 Penalty: 775.355286
	Iteration 46Q: 3 clusters Score -258876.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -258887.937500 Penalty: 775.355286
	Iteration 47Q: 3 clusters Score -258887.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -258896.562500 Penalty: 775.355286
	Iteration 48Q: 3 clusters Score -258896.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -258899.125000 Penalty: 775.355286
	Iteration 49Q: 3 clusters Score -258899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -258901.453125 Penalty: 775.355286
	Iteration 50Q: 3 clusters Score -258901.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -258905.562500 Penalty: 775.355286
	Iteration 51Q: 3 clusters Score -258905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -258906.765625 Penalty: 775.355286
	Iteration 52Q: 3 clusters Score -258906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -258907.781250 Penalty: 775.355286
	Iteration 53Q: 3 clusters Score -258907.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -258910.234375 Penalty: 775.355286
	Iteration 54Q: 3 clusters Score -258910.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -258916.109375 Penalty: 775.355286
	Iteration 55Q: 3 clusters Score -258916.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -258928.765625 Penalty: 775.355286
	Iteration 56Q: 3 clusters Score -258928.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -258933.906250 Penalty: 775.355286
	Iteration 57Q: 3 clusters Score -258933.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -258936.375000 Penalty: 775.355286
	Iteration 58Q: 3 clusters Score -258936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -258938.046875 Penalty: 775.355286
	Iteration 59Q: 3 clusters Score -258938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -258939.125000 Penalty: 775.355286
	Iteration 60F: 3 clusters Score -258939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -258940.671875 Penalty: 775.355286
	Iteration 61Q: 3 clusters Score -258940.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -258943.250000 Penalty: 775.355286
	Iteration 62Q: 3 clusters Score -258943.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -258946.828125 Penalty: 775.355286
	Iteration 63Q: 3 clusters Score -258946.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -258948.343750 Penalty: 775.355286
	Iteration 64Q: 3 clusters Score -258948.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -258948.437500 Penalty: 775.355286
	Iteration 65Q: 3 clusters Score -258948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -258948.812500 Penalty: 775.355286
	Iteration 66Q: 3 clusters Score -258948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -258949.187500 Penalty: 775.355286
	Iteration 67Q: 3 clusters Score -258949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -258949.125000 Penalty: 775.355286
	Iteration 68Q: 3 clusters Score -258949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -258949.125000 Penalty: 775.355286
	Iteration 69F: 3 clusters Score -258949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 95 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 198 members 
Mstep: Class 22 contains 87 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 77 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 4402 members 
Mstep: Class 29 contains 417 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 3309 members 
Mstep: Class 45 contains 185 members 
Mstep: Class 46 contains 297 members 
Mstep: Class 47 contains 634 members 
Mstep: Class 48 contains 624 members 
Mstep: Class 49 contains 112 members 
Mstep: Class 50 contains 163 members 
Mstep: Class 51 contains 394 members 
Mstep: Class 52 contains 614 members 
Entering Unmasked Estep 
Score: -10133652.000000 Penalty: 28742.078125
Splitting cluster 28 changes total score from -10133048.000000 to -10133652.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 29 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -20073.718750 Penalty: 274.505432
	Iteration 0F: 2 clusters Score -20073.72 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 223 members 
Entering Unmasked Estep 
Score: -19636.652344 Penalty: 549.010864
	Iteration 0F: 3 clusters Score -19636.65 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19819.062500 Penalty: 549.010864
	Iteration 1F: 3 clusters Score -19819.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19920.964844 Penalty: 549.010864
	Iteration 2F: 3 clusters Score -19920.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20011.726562 Penalty: 549.010864
	Iteration 3F: 3 clusters Score -20011.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20069.535156 Penalty: 549.010864
	Iteration 4F: 3 clusters Score -20069.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20098.126953 Penalty: 549.010864
	Iteration 5Q: 3 clusters Score -20098.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20135.894531 Penalty: 549.010864
	Iteration 6Q: 3 clusters Score -20135.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20185.076172 Penalty: 549.010864
	Iteration 7Q: 3 clusters Score -20185.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20244.441406 Penalty: 549.010864
	Iteration 8Q: 3 clusters Score -20244.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20261.427734 Penalty: 549.010864
	Iteration 9Q: 3 clusters Score -20261.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20266.433594 Penalty: 549.010864
	Iteration 10Q: 3 clusters Score -20266.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20275.121094 Penalty: 549.010864
	Iteration 11Q: 3 clusters Score -20275.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20279.386719 Penalty: 549.010864
	Iteration 12Q: 3 clusters Score -20279.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20281.589844 Penalty: 549.010864
	Iteration 13Q: 3 clusters Score -20281.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20282.884766 Penalty: 549.010864
	Iteration 14Q: 3 clusters Score -20282.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20285.703125 Penalty: 549.010864
	Iteration 15Q: 3 clusters Score -20285.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20286.369141 Penalty: 549.010864
	Iteration 16Q: 3 clusters Score -20286.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20286.369141 Penalty: 549.010864
	Iteration 17F: 3 clusters Score -20286.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 95 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 198 members 
Mstep: Class 22 contains 87 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 77 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 4402 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 3309 members 
Mstep: Class 45 contains 185 members 
Mstep: Class 46 contains 297 members 
Mstep: Class 47 contains 634 members 
Mstep: Class 48 contains 624 members 
Mstep: Class 49 contains 112 members 
Mstep: Class 50 contains 163 members 
Mstep: Class 51 contains 394 members 
Mstep: Class 52 contains 614 members 
Mstep: Class 53 contains 217 members 
Entering Unmasked Estep 
Score: -10133586.000000 Penalty: 29294.808594
Splitting cluster 29 changes total score from -10133048.000000 to -10133586.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 30 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -64074.074219 Penalty: 322.484589
	Iteration 0F: 2 clusters Score -64074.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -63129.121094 Penalty: 644.969177
	Iteration 0F: 3 clusters Score -63129.12 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -63373.410156 Penalty: 644.969177
	Iteration 1F: 3 clusters Score -63373.41 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -63467.300781 Penalty: 644.969177
	Iteration 2F: 3 clusters Score -63467.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -63556.980469 Penalty: 644.969177
	Iteration 3F: 3 clusters Score -63556.98 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -63628.835938 Penalty: 644.969177
	Iteration 4F: 3 clusters Score -63628.84 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -63672.445312 Penalty: 644.969177
	Iteration 5F: 3 clusters Score -63672.45 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63717.718750 Penalty: 644.969177
	Iteration 6F: 3 clusters Score -63717.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -63747.144531 Penalty: 644.969177
	Iteration 7Q: 3 clusters Score -63747.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -63767.082031 Penalty: 644.969177
	Iteration 8Q: 3 clusters Score -63767.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -63784.664062 Penalty: 644.969177
	Iteration 9Q: 3 clusters Score -63784.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -63795.449219 Penalty: 644.969177
	Iteration 10Q: 3 clusters Score -63795.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -63805.453125 Penalty: 644.969177
	Iteration 11Q: 3 clusters Score -63805.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -63815.937500 Penalty: 644.969177
	Iteration 12Q: 3 clusters Score -63815.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -63820.164062 Penalty: 644.969177
	Iteration 13Q: 3 clusters Score -63820.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -63824.230469 Penalty: 644.969177
	Iteration 14Q: 3 clusters Score -63824.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -63825.378906 Penalty: 644.969177
	Iteration 15Q: 3 clusters Score -63825.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -63826.816406 Penalty: 644.969177
	Iteration 16Q: 3 clusters Score -63826.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -63828.007812 Penalty: 644.969177
	Iteration 17Q: 3 clusters Score -63828.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -63830.144531 Penalty: 644.969177
	Iteration 18Q: 3 clusters Score -63830.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -63832.101562 Penalty: 644.969177
	Iteration 19Q: 3 clusters Score -63832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -63833.085938 Penalty: 644.969177
	Iteration 20F: 3 clusters Score -63833.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -63833.519531 Penalty: 644.969177
	Iteration 21Q: 3 clusters Score -63833.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -63833.777344 Penalty: 644.969177
	Iteration 22Q: 3 clusters Score -63833.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -63834.019531 Penalty: 644.969177
	Iteration 23Q: 3 clusters Score -63834.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -63834.019531 Penalty: 644.969177
	Iteration 24F: 3 clusters Score -63834.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -9051.782227 Penalty: 261.886261
	Iteration 0F: 2 clusters Score -9051.782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8684.123047 Penalty: 523.772522
	Iteration 0F: 3 clusters Score -8684.123 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8796.948242 Penalty: 523.772522
	Iteration 1F: 3 clusters Score -8796.948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8830.068359 Penalty: 523.772522
	Iteration 2F: 3 clusters Score -8830.068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8845.862305 Penalty: 523.772522
	Iteration 3Q: 3 clusters Score -8845.862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8858.642578 Penalty: 523.772522
	Iteration 4Q: 3 clusters Score -8858.643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8867.109375 Penalty: 523.772522
	Iteration 5Q: 3 clusters Score -8867.109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8903.336914 Penalty: 523.772522
	Iteration 6Q: 3 clusters Score -8903.337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8918.153320 Penalty: 523.772522
	Iteration 7Q: 3 clusters Score -8918.153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8932.285156 Penalty: 523.772522
	Iteration 8Q: 3 clusters Score -8932.285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8940.037109 Penalty: 523.772522
	Iteration 9Q: 3 clusters Score -8940.037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8949.869141 Penalty: 523.772522
	Iteration 10Q: 3 clusters Score -8949.869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8950.401367 Penalty: 523.772522
	Iteration 11Q: 3 clusters Score -8950.401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8950.401367 Penalty: 523.772522
	Iteration 12F: 3 clusters Score -8950.401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Entering Unmasked Estep 
Score: -585664.500000 Penalty: 420.122925
	Iteration 0F: 2 clusters Score -585664.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -578919.500000 Penalty: 840.245850
	Iteration 0F: 3 clusters Score -578919.5 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -581457.000000 Penalty: 840.245850
	Iteration 1F: 3 clusters Score -581457 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -581684.312500 Penalty: 840.245850
	Iteration 2F: 3 clusters Score -581684.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -582065.312500 Penalty: 840.245850
	Iteration 3F: 3 clusters Score -582065.3 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -582652.125000 Penalty: 840.245850
	Iteration 4F: 3 clusters Score -582652.1 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -583301.687500 Penalty: 840.245850
	Iteration 5F: 3 clusters Score -583301.7 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -583843.000000 Penalty: 840.245850
	Iteration 6F: 3 clusters Score -583843 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -584166.937500 Penalty: 840.245850
	Iteration 7F: 3 clusters Score -584166.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -584353.500000 Penalty: 840.245850
	Iteration 8Q: 3 clusters Score -584353.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -584460.000000 Penalty: 840.245850
	Iteration 9Q: 3 clusters Score -584460 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -584519.187500 Penalty: 840.245850
	Iteration 10Q: 3 clusters Score -584519.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -584552.500000 Penalty: 840.245850
	Iteration 11Q: 3 clusters Score -584552.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -584574.062500 Penalty: 840.245850
	Iteration 12Q: 3 clusters Score -584574.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -584595.875000 Penalty: 840.245850
	Iteration 13Q: 3 clusters Score -584595.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -584609.625000 Penalty: 840.245850
	Iteration 14Q: 3 clusters Score -584609.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -584620.562500 Penalty: 840.245850
	Iteration 15Q: 3 clusters Score -584620.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -584628.875000 Penalty: 840.245850
	Iteration 16Q: 3 clusters Score -584628.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -584638.437500 Penalty: 840.245850
	Iteration 17Q: 3 clusters Score -584638.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -584644.312500 Penalty: 840.245850
	Iteration 18Q: 3 clusters Score -584644.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -584650.687500 Penalty: 840.245850
	Iteration 19Q: 3 clusters Score -584650.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -584658.250000 Penalty: 840.245850
	Iteration 20F: 3 clusters Score -584658.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -584663.625000 Penalty: 840.245850
	Iteration 21Q: 3 clusters Score -584663.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -584673.000000 Penalty: 840.245850
	Iteration 22Q: 3 clusters Score -584673 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -584687.500000 Penalty: 840.245850
	Iteration 23Q: 3 clusters Score -584687.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -584702.875000 Penalty: 840.245850
	Iteration 24Q: 3 clusters Score -584702.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -584720.375000 Penalty: 840.245850
	Iteration 25Q: 3 clusters Score -584720.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -584734.750000 Penalty: 840.245850
	Iteration 26Q: 3 clusters Score -584734.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -584749.625000 Penalty: 840.245850
	Iteration 27Q: 3 clusters Score -584749.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -584771.750000 Penalty: 840.245850
	Iteration 28Q: 3 clusters Score -584771.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -584800.375000 Penalty: 840.245850
	Iteration 29Q: 3 clusters Score -584800.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -584835.125000 Penalty: 840.245850
	Iteration 30Q: 3 clusters Score -584835.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -584882.000000 Penalty: 840.245850
	Iteration 31Q: 3 clusters Score -584882 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -584939.312500 Penalty: 840.245850
	Iteration 32Q: 3 clusters Score -584939.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -584999.937500 Penalty: 840.245850
	Iteration 33Q: 3 clusters Score -584999.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -585064.312500 Penalty: 840.245850
	Iteration 34Q: 3 clusters Score -585064.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -585121.187500 Penalty: 840.245850
	Iteration 35Q: 3 clusters Score -585121.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -585173.375000 Penalty: 840.245850
	Iteration 36Q: 3 clusters Score -585173.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -585218.625000 Penalty: 840.245850
	Iteration 37Q: 3 clusters Score -585218.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -585254.562500 Penalty: 840.245850
	Iteration 38Q: 3 clusters Score -585254.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -585291.375000 Penalty: 840.245850
	Iteration 39Q: 3 clusters Score -585291.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -585322.750000 Penalty: 840.245850
	Iteration 40F: 3 clusters Score -585322.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -585347.375000 Penalty: 840.245850
	Iteration 41Q: 3 clusters Score -585347.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -585366.125000 Penalty: 840.245850
	Iteration 42Q: 3 clusters Score -585366.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -585380.000000 Penalty: 840.245850
	Iteration 43Q: 3 clusters Score -585380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -585392.125000 Penalty: 840.245850
	Iteration 44Q: 3 clusters Score -585392.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -585400.375000 Penalty: 840.245850
	Iteration 45Q: 3 clusters Score -585400.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -585409.187500 Penalty: 840.245850
	Iteration 46Q: 3 clusters Score -585409.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -585416.625000 Penalty: 840.245850
	Iteration 47Q: 3 clusters Score -585416.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -585424.937500 Penalty: 840.245850
	Iteration 48Q: 3 clusters Score -585424.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -585433.312500 Penalty: 840.245850
	Iteration 49Q: 3 clusters Score -585433.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -585440.187500 Penalty: 840.245850
	Iteration 50Q: 3 clusters Score -585440.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -585449.250000 Penalty: 840.245850
	Iteration 51Q: 3 clusters Score -585449.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -585457.500000 Penalty: 840.245850
	Iteration 52Q: 3 clusters Score -585457.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -585460.750000 Penalty: 840.245850
	Iteration 53Q: 3 clusters Score -585460.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -585467.687500 Penalty: 840.245850
	Iteration 54Q: 3 clusters Score -585467.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -585469.812500 Penalty: 840.245850
	Iteration 55Q: 3 clusters Score -585469.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -585470.750000 Penalty: 840.245850
	Iteration 56Q: 3 clusters Score -585470.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -585473.625000 Penalty: 840.245850
	Iteration 57Q: 3 clusters Score -585473.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -585475.250000 Penalty: 840.245850
	Iteration 58Q: 3 clusters Score -585475.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -585478.312500 Penalty: 840.245850
	Iteration 59Q: 3 clusters Score -585478.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -585478.812500 Penalty: 840.245850
	Iteration 60F: 3 clusters Score -585478.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -585481.000000 Penalty: 840.245850
	Iteration 61Q: 3 clusters Score -585481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -585483.312500 Penalty: 840.245850
	Iteration 62Q: 3 clusters Score -585483.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -585484.125000 Penalty: 840.245850
	Iteration 63Q: 3 clusters Score -585484.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -585487.062500 Penalty: 840.245850
	Iteration 64Q: 3 clusters Score -585487.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -585486.937500 Penalty: 840.245850
	Iteration 65Q: 3 clusters Score -585486.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -585489.250000 Penalty: 840.245850
	Iteration 66Q: 3 clusters Score -585489.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -585489.812500 Penalty: 840.245850
	Iteration 67Q: 3 clusters Score -585489.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -585491.875000 Penalty: 840.245850
	Iteration 68Q: 3 clusters Score -585491.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -585493.125000 Penalty: 840.245850
	Iteration 69Q: 3 clusters Score -585493.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -585493.187500 Penalty: 840.245850
	Iteration 70Q: 3 clusters Score -585493.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -585492.750000 Penalty: 840.245850
	Iteration 71Q: 3 clusters Score -585492.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -585494.125000 Penalty: 840.245850
	Iteration 72Q: 3 clusters Score -585494.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -585494.687500 Penalty: 840.245850
	Iteration 73Q: 3 clusters Score -585494.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -585497.125000 Penalty: 840.245850
	Iteration 74Q: 3 clusters Score -585497.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -585499.625000 Penalty: 840.245850
	Iteration 75Q: 3 clusters Score -585499.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -585503.812500 Penalty: 840.245850
	Iteration 76Q: 3 clusters Score -585503.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -585506.375000 Penalty: 840.245850
	Iteration 77Q: 3 clusters Score -585506.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -585510.000000 Penalty: 840.245850
	Iteration 78Q: 3 clusters Score -585510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -585511.875000 Penalty: 840.245850
	Iteration 79Q: 3 clusters Score -585511.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -585513.125000 Penalty: 840.245850
	Iteration 80F: 3 clusters Score -585513.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -585515.937500 Penalty: 840.245850
	Iteration 81Q: 3 clusters Score -585515.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -585517.625000 Penalty: 840.245850
	Iteration 82Q: 3 clusters Score -585517.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -585517.875000 Penalty: 840.245850
	Iteration 83Q: 3 clusters Score -585517.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -585518.187500 Penalty: 840.245850
	Iteration 84Q: 3 clusters Score -585518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -585518.812500 Penalty: 840.245850
	Iteration 85Q: 3 clusters Score -585518.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -585518.000000 Penalty: 840.245850
	Iteration 86Q: 3 clusters Score -585518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -585519.125000 Penalty: 840.245850
	Iteration 87Q: 3 clusters Score -585519.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -585520.250000 Penalty: 840.245850
	Iteration 88Q: 3 clusters Score -585520.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -585520.000000 Penalty: 840.245850
	Iteration 89Q: 3 clusters Score -585520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -585520.875000 Penalty: 840.245850
	Iteration 90Q: 3 clusters Score -585520.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -585521.625000 Penalty: 840.245850
	Iteration 91Q: 3 clusters Score -585521.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -585523.687500 Penalty: 840.245850
	Iteration 92Q: 3 clusters Score -585523.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -585524.625000 Penalty: 840.245850
	Iteration 93Q: 3 clusters Score -585524.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -585527.437500 Penalty: 840.245850
	Iteration 94Q: 3 clusters Score -585527.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -585528.125000 Penalty: 840.245850
	Iteration 95Q: 3 clusters Score -585528.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -585531.187500 Penalty: 840.245850
	Iteration 96Q: 3 clusters Score -585531.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -585535.062500 Penalty: 840.245850
	Iteration 97Q: 3 clusters Score -585535.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -585535.062500 Penalty: 840.245850
	Iteration 98Q: 3 clusters Score -585535.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -585536.562500 Penalty: 840.245850
	Iteration 99Q: 3 clusters Score -585536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -585537.375000 Penalty: 840.245850
	Iteration 100F: 3 clusters Score -585537.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -585538.562500 Penalty: 840.245850
	Iteration 101Q: 3 clusters Score -585538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -585538.750000 Penalty: 840.245850
	Iteration 102Q: 3 clusters Score -585538.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -585538.062500 Penalty: 840.245850
	Iteration 103Q: 3 clusters Score -585538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -585538.187500 Penalty: 840.245850
	Iteration 104Q: 3 clusters Score -585538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -585538.625000 Penalty: 840.245850
	Iteration 105Q: 3 clusters Score -585538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -585538.625000 Penalty: 840.245850
	Iteration 106Q: 3 clusters Score -585538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -585538.250000 Penalty: 840.245850
	Iteration 107Q: 3 clusters Score -585538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -585540.187500 Penalty: 840.245850
	Iteration 108Q: 3 clusters Score -585540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -585539.562500 Penalty: 840.245850
	Iteration 109Q: 3 clusters Score -585539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -585539.062500 Penalty: 840.245850
	Iteration 110Q: 3 clusters Score -585539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -585538.937500 Penalty: 840.245850
	Iteration 111Q: 3 clusters Score -585538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -585539.562500 Penalty: 840.245850
	Iteration 112Q: 3 clusters Score -585539.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -585540.125000 Penalty: 840.245850
	Iteration 113Q: 3 clusters Score -585540.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -585541.312500 Penalty: 840.245850
	Iteration 114Q: 3 clusters Score -585541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -585540.375000 Penalty: 840.245850
	Iteration 115Q: 3 clusters Score -585540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -585540.312500 Penalty: 840.245850
	Iteration 116Q: 3 clusters Score -585540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -585540.687500 Penalty: 840.245850
	Iteration 117Q: 3 clusters Score -585540.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -585540.937500 Penalty: 840.245850
	Iteration 118Q: 3 clusters Score -585540.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -585540.500000 Penalty: 840.245850
	Iteration 119Q: 3 clusters Score -585540.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -585542.000000 Penalty: 840.245850
	Iteration 120F: 3 clusters Score -585542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -585542.875000 Penalty: 840.245850
	Iteration 121Q: 3 clusters Score -585542.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -585543.625000 Penalty: 840.245850
	Iteration 122Q: 3 clusters Score -585543.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -585543.437500 Penalty: 840.245850
	Iteration 123Q: 3 clusters Score -585543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -585542.437500 Penalty: 840.245850
	Iteration 124Q: 3 clusters Score -585542.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -585544.000000 Penalty: 840.245850
	Iteration 125Q: 3 clusters Score -585544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -585542.687500 Penalty: 840.245850
	Iteration 126Q: 3 clusters Score -585542.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -585544.062500 Penalty: 840.245850
	Iteration 127Q: 3 clusters Score -585544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -585544.187500 Penalty: 840.245850
	Iteration 128Q: 3 clusters Score -585544.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -585544.562500 Penalty: 840.245850
	Iteration 129Q: 3 clusters Score -585544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -585544.312500 Penalty: 840.245850
	Iteration 130Q: 3 clusters Score -585544.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -585544.875000 Penalty: 840.245850
	Iteration 131Q: 3 clusters Score -585544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -585543.625000 Penalty: 840.245850
	Iteration 132Q: 3 clusters Score -585543.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -585544.125000 Penalty: 840.245850
	Iteration 133Q: 3 clusters Score -585544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -585544.437500 Penalty: 840.245850
	Iteration 134Q: 3 clusters Score -585544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -585544.250000 Penalty: 840.245850
	Iteration 135Q: 3 clusters Score -585544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -585544.750000 Penalty: 840.245850
	Iteration 136Q: 3 clusters Score -585544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -585544.750000 Penalty: 840.245850
	Iteration 137F: 3 clusters Score -585544.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -6052.611328 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6052.611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5833.704102 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -5833.704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5926.716797 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -5926.717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5944.385742 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -5944.386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5956.118652 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -5956.119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5961.716797 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -5961.717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5965.461426 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -5965.461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5965.461426 Penalty: 441.534760
	Iteration 6F: 3 clusters Score -5965.461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -8107.698730 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -8107.699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7807.064453 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -7807.064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7889.422852 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -7889.423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7911.993164 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -7911.993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7930.059082 Penalty: 490.405548
	Iteration 3Q: 3 clusters Score -7930.059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7938.483398 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -7938.483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7954.932617 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -7954.933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7958.670898 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -7958.671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7961.459473 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -7961.459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7961.459473 Penalty: 490.405548
	Iteration 8F: 3 clusters Score -7961.459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -7001.978027 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -7001.978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6755.303223 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6755.303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6821.756836 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6821.757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6842.492676 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6842.493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6843.533691 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6843.534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6843.533691 Penalty: 454.129395
	Iteration 4F: 3 clusters Score -6843.534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -26246.683594 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -26246.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25780.595703 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -25780.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26015.117188 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -26015.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26110.003906 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -26110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26191.095703 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -26191.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26240.912109 Penalty: 563.504944
	Iteration 4F: 3 clusters Score -26240.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26269.441406 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -26269.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26289.478516 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -26289.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26302.388672 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -26302.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26334.472656 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -26334.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26374.580078 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -26374.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26425.222656 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -26425.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26464.324219 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -26464.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26507.333984 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -26507.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26522.691406 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -26522.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -26529.550781 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -26529.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26532.476562 Penalty: 563.504944
	Iteration 15Q: 3 clusters Score -26532.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26532.619141 Penalty: 563.504944
	Iteration 16Q: 3 clusters Score -26532.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26532.619141 Penalty: 563.504944
	Iteration 17F: 3 clusters Score -26532.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 95 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 198 members 
Mstep: Class 22 contains 87 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 77 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 4402 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 195 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 3309 members 
Mstep: Class 45 contains 185 members 
Mstep: Class 46 contains 297 members 
Mstep: Class 47 contains 634 members 
Mstep: Class 48 contains 624 members 
Mstep: Class 49 contains 112 members 
Mstep: Class 50 contains 163 members 
Mstep: Class 51 contains 394 members 
Mstep: Class 52 contains 614 members 
Mstep: Class 53 contains 217 members 
Mstep: Class 54 contains 294 members 
Entering Unmasked Estep 
Score: -10133608.000000 Penalty: 29847.541016
Splitting cluster 36 changes total score from -10133048.000000 to -10133608.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 37 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -12845.679688 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -12845.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12541.719727 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -12541.72 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12656.333008 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -12656.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12773.263672 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -12773.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13000.350586 Penalty: 497.208710
	Iteration 3F: 3 clusters Score -13000.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13046.825195 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -13046.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13076.271484 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -13076.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13084.335938 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -13084.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13084.335938 Penalty: 497.208710
	Iteration 7F: 3 clusters Score -13084.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 95 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 198 members 
Mstep: Class 22 contains 87 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 77 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 4402 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 195 members 
Mstep: Class 37 contains 69 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 92 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 3309 members 
Mstep: Class 45 contains 185 members 
Mstep: Class 46 contains 297 members 
Mstep: Class 47 contains 634 members 
Mstep: Class 48 contains 624 members 
Mstep: Class 49 contains 112 members 
Mstep: Class 50 contains 163 members 
Mstep: Class 51 contains 394 members 
Mstep: Class 52 contains 614 members 
Mstep: Class 53 contains 217 members 
Mstep: Class 54 contains 294 members 
Mstep: Class 55 contains 167 members 
Entering Unmasked Estep 
Score: -10133548.000000 Penalty: 30400.273438
Splitting cluster 37 changes total score from -10133048.000000 to -10133548.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 38 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -1547.257202 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -1547.257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1393.698364 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -1393.698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1444.997803 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -1444.998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1451.669800 Penalty: 399.894867
	Iteration 2F: 3 clusters Score -1451.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -7702.666504 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -7702.667 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 70 members 
Entering Unmasked Estep 
Score: -7461.977051 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -7461.977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7544.324219 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -7544.324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7555.295898 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -7555.296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7566.074707 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -7566.075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7568.605957 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -7568.606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7569.598633 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -7569.599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7569.598633 Penalty: 465.737427
	Iteration 6F: 3 clusters Score -7569.599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -3808.818115 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -3808.818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3648.128418 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -3648.128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3721.015869 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -3721.016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3731.692139 Penalty: 395.286285
	Iteration 2Q: 3 clusters Score -3731.692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3744.040283 Penalty: 395.286285
	Iteration 3Q: 3 clusters Score -3744.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3744.040283 Penalty: 395.286285
	Iteration 4F: 3 clusters Score -3744.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104979 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 95 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 198 members 
Mstep: Class 22 contains 87 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 77 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 4402 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 195 members 
Mstep: Class 37 contains 69 members 
Mstep: Class 38 contains 81 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 77 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 505.957916 but Gain 552.732422
Score: -10134414.000000 Penalty: 29847.541016
Iteration 79Q: 55 clusters Score -1.013441e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 991 members 
Mstep: Class 3 contains 187 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 5 contains 104963 members 
Mstep: Class 6 contains 277 members 
Mstep: Class 7 contains 38235 members 
Mstep: Class 8 contains 572 members 
Mstep: Class 9 contains 1154 members 
Mstep: Class 10 contains 670 members 
Mstep: Class 11 contains 98 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 1096 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 708 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 116 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 205 members 
Mstep: Class 22 contains 89 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 25 contains 143 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 4506 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 1238 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 10214 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 192 members 
Mstep: Class 37 contains 72 members 
Mstep: Class 38 contains 120 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 75 members 
Mstep: Class 41 contains 1787 members 
Mstep: Class 42 contains 90 members 
Mstep: Class 43 contains 207 members 
Mstep: Class 44 contains 3166 members 
Mstep: Class 45 contains 178 members 
Mstep: Class 46 contains 292 members 
Mstep: Class 47 contains 629 members 
Mstep: Class 48 contains 606 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 163 members 
Mstep: Class 51 contains 390 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 222 members 
Mstep: Class 54 contains 288 members 
Mstep: Class 55 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 41. Lose 310.499878 but Gain 552.732422
Score: -10132376.000000 Penalty: 29294.808594
Iteration 80F: 54 clusters Score -1.013238e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 104954 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38202 members 
Mstep: Class 8 contains 578 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 352 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 16 contains 189 members 
Mstep: Class 17 contains 2902 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 126 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 86 members 
Mstep: Class 23 contains 6770 members 
Mstep: Class 25 contains 147 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 10203 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 168 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 72 members 
Mstep: Class 38 contains 131 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 98 members 
Mstep: Class 43 contains 207 members 
Mstep: Class 44 contains 3382 members 
Mstep: Class 45 contains 181 members 
Mstep: Class 46 contains 302 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 595 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 394 members 
Mstep: Class 52 contains 646 members 
Mstep: Class 53 contains 313 members 
Mstep: Class 54 contains 294 members 
Mstep: Class 55 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136082.000000 Penalty: 29294.808594
Iteration 81Q: 54 clusters Score -1.013608e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 104956 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 38168 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 334 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 189 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 124 members 
Mstep: Class 20 contains 177 members 
Mstep: Class 21 contains 211 members 
Mstep: Class 22 contains 85 members 
Mstep: Class 23 contains 6794 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 291 members 
Mstep: Class 28 contains 5451 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 1288 members 
Mstep: Class 31 contains 301 members 
Mstep: Class 32 contains 10197 members 
Mstep: Class 33 contains 135 members 
Mstep: Class 34 contains 246 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 73 members 
Mstep: Class 38 contains 142 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 104 members 
Mstep: Class 43 contains 207 members 
Mstep: Class 44 contains 3296 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 310 members 
Mstep: Class 47 contains 632 members 
Mstep: Class 48 contains 579 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 398 members 
Mstep: Class 52 contains 661 members 
Mstep: Class 53 contains 354 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136552.000000 Penalty: 29294.808594
Iteration 82Q: 54 clusters Score -1.013655e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 104961 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 38155 members 
Mstep: Class 8 contains 596 members 
Mstep: Class 9 contains 1158 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 840 members 
Mstep: Class 13 contains 1040 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 122 members 
Mstep: Class 20 contains 174 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 83 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 5469 members 
Mstep: Class 29 contains 211 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 10189 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 252 members 
Mstep: Class 35 contains 146 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 72 members 
Mstep: Class 38 contains 144 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 71 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 209 members 
Mstep: Class 44 contains 3226 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 314 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 566 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 671 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136835.000000 Penalty: 29294.808594
Iteration 83Q: 54 clusters Score -1.013684e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1465 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 104963 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 38134 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 835 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 328 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2902 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 119 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 213 members 
Mstep: Class 22 contains 82 members 
Mstep: Class 23 contains 6820 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 291 members 
Mstep: Class 28 contains 5479 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 1303 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10185 members 
Mstep: Class 33 contains 135 members 
Mstep: Class 34 contains 254 members 
Mstep: Class 35 contains 143 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 72 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 71 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 3165 members 
Mstep: Class 45 contains 196 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 637 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 404 members 
Mstep: Class 52 contains 684 members 
Mstep: Class 53 contains 402 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136978.000000 Penalty: 29294.808594
Iteration 84Q: 54 clusters Score -1.013698e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 104960 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 38125 members 
Mstep: Class 8 contains 610 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 89 members 
Mstep: Class 12 contains 821 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 327 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2903 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 213 members 
Mstep: Class 22 contains 81 members 
Mstep: Class 23 contains 6830 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 290 members 
Mstep: Class 28 contains 5489 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 1306 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10184 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 260 members 
Mstep: Class 35 contains 144 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 73 members 
Mstep: Class 38 contains 136 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 71 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 3124 members 
Mstep: Class 45 contains 199 members 
Mstep: Class 46 contains 344 members 
Mstep: Class 47 contains 637 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 201 members 
Mstep: Class 51 contains 406 members 
Mstep: Class 52 contains 693 members 
Mstep: Class 53 contains 416 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137048.000000 Penalty: 29294.808594
Iteration 85Q: 54 clusters Score -1.013705e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1472 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 104950 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 38121 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 89 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 1017 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 762 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2902 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 119 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 213 members 
Mstep: Class 22 contains 81 members 
Mstep: Class 23 contains 6843 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 289 members 
Mstep: Class 28 contains 5492 members 
Mstep: Class 29 contains 211 members 
Mstep: Class 30 contains 1307 members 
Mstep: Class 31 contains 297 members 
Mstep: Class 32 contains 10179 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 269 members 
Mstep: Class 35 contains 143 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 72 members 
Mstep: Class 38 contains 134 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 3083 members 
Mstep: Class 45 contains 199 members 
Mstep: Class 46 contains 353 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 201 members 
Mstep: Class 51 contains 408 members 
Mstep: Class 52 contains 699 members 
Mstep: Class 53 contains 419 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137108.000000 Penalty: 29294.808594
Iteration 86Q: 54 clusters Score -1.013711e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 104946 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38113 members 
Mstep: Class 8 contains 624 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 89 members 
Mstep: Class 12 contains 831 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 119 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 81 members 
Mstep: Class 23 contains 6851 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 289 members 
Mstep: Class 28 contains 5495 members 
Mstep: Class 29 contains 211 members 
Mstep: Class 30 contains 1309 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10183 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 272 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 133 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 3050 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 358 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 201 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 703 members 
Mstep: Class 53 contains 422 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137164.000000 Penalty: 29294.808594
Iteration 87Q: 54 clusters Score -1.013716e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 104947 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38108 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 89 members 
Mstep: Class 12 contains 839 members 
Mstep: Class 13 contains 998 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 768 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 119 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 81 members 
Mstep: Class 23 contains 6853 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 293 members 
Mstep: Class 28 contains 5508 members 
Mstep: Class 29 contains 211 members 
Mstep: Class 30 contains 1310 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10185 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 274 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 133 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 219 members 
Mstep: Class 44 contains 3021 members 
Mstep: Class 45 contains 196 members 
Mstep: Class 46 contains 353 members 
Mstep: Class 47 contains 650 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 201 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 705 members 
Mstep: Class 53 contains 427 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137211.000000 Penalty: 29294.808594
Iteration 88Q: 54 clusters Score -1.013721e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1473 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 5 contains 104950 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38100 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 89 members 
Mstep: Class 12 contains 840 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 774 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 119 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6856 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 212 members 
Mstep: Class 30 contains 1310 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10184 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 274 members 
Mstep: Class 35 contains 143 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 133 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 222 members 
Mstep: Class 44 contains 3004 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 352 members 
Mstep: Class 47 contains 653 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 201 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 705 members 
Mstep: Class 53 contains 431 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137243.000000 Penalty: 29294.808594
Iteration 89Q: 54 clusters Score -1.013724e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 104950 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38094 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 89 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 779 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 119 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6861 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5523 members 
Mstep: Class 29 contains 212 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10182 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 274 members 
Mstep: Class 35 contains 143 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 133 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 225 members 
Mstep: Class 44 contains 2991 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 352 members 
Mstep: Class 47 contains 654 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 201 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 705 members 
Mstep: Class 53 contains 435 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137300.000000 Penalty: 29294.808594
Iteration 90Q: 54 clusters Score -1.01373e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1473 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 104947 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38092 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 89 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 119 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6868 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5530 members 
Mstep: Class 29 contains 214 members 
Mstep: Class 30 contains 1310 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10183 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 274 members 
Mstep: Class 35 contains 141 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 133 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2978 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 355 members 
Mstep: Class 47 contains 654 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 201 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 708 members 
Mstep: Class 53 contains 434 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137326.000000 Penalty: 29294.808594
Iteration 91Q: 54 clusters Score -1.013733e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 5 contains 104946 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38086 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 88 members 
Mstep: Class 12 contains 845 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 119 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6874 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5532 members 
Mstep: Class 29 contains 215 members 
Mstep: Class 30 contains 1309 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10182 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 274 members 
Mstep: Class 35 contains 140 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 133 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2965 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 654 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 201 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 709 members 
Mstep: Class 53 contains 434 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137323.000000 Penalty: 29294.808594
Iteration 92Q: 54 clusters Score -1.013732e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38084 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 977 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6883 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5537 members 
Mstep: Class 29 contains 216 members 
Mstep: Class 30 contains 1310 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10179 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 275 members 
Mstep: Class 35 contains 139 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 133 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2955 members 
Mstep: Class 45 contains 196 members 
Mstep: Class 46 contains 358 members 
Mstep: Class 47 contains 655 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 201 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 710 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137314.000000 Penalty: 29294.808594
Iteration 93Q: 54 clusters Score -1.013731e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38077 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 845 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 317 members 
Mstep: Class 15 contains 790 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6895 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5540 members 
Mstep: Class 29 contains 216 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 277 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 132 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2940 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 656 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 201 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 713 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137346.000000 Penalty: 29294.808594
Iteration 94Q: 54 clusters Score -1.013735e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104945 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38071 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1166 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 845 members 
Mstep: Class 13 contains 964 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6904 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5549 members 
Mstep: Class 29 contains 216 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 278 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 131 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2929 members 
Mstep: Class 45 contains 196 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 657 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 716 members 
Mstep: Class 53 contains 433 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137362.000000 Penalty: 29294.808594
Iteration 95Q: 54 clusters Score -1.013736e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104945 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38069 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 845 members 
Mstep: Class 13 contains 955 members 
Mstep: Class 14 contains 313 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6913 members 
Mstep: Class 25 contains 151 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5557 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 131 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2922 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 203 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 716 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137357.000000 Penalty: 29294.808594
Iteration 96Q: 54 clusters Score -1.013736e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1480 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104942 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38062 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 952 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 25 contains 151 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5565 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1312 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10175 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 131 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2914 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 203 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 717 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137383.000000 Penalty: 29294.808594
Iteration 97Q: 54 clusters Score -1.013738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104938 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38057 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6935 members 
Mstep: Class 25 contains 151 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5573 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10175 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 131 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2904 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 359 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 203 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 717 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137389.000000 Penalty: 29294.808594
Iteration 98Q: 54 clusters Score -1.013739e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104939 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38054 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 850 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6937 members 
Mstep: Class 25 contains 151 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5581 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10175 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 285 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 131 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2895 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 203 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 717 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137383.000000 Penalty: 29294.808594
Iteration 99Q: 54 clusters Score -1.013738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1483 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104940 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38052 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 849 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 25 contains 151 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5594 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10175 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 131 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2882 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 203 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 717 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137409.000000 Penalty: 29294.808594
Iteration 100F: 54 clusters Score -1.013741e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 104942 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38051 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 851 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 303 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6937 members 
Mstep: Class 25 contains 151 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5608 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10175 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 135 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2865 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 717 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137437.000000 Penalty: 29294.808594
Iteration 101Q: 54 clusters Score -1.013744e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38049 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 851 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 203 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 717 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137494.000000 Penalty: 29294.808594
Iteration 102Q: 54 clusters Score -1.013749e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1490 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38049 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 851 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5640 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 303 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 137 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 127 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2828 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 203 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 717 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137546.000000 Penalty: 29294.808594
Iteration 103Q: 54 clusters Score -1.013755e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38049 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 849 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 293 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 151 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 301 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 302 members 
Mstep: Class 35 contains 136 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 127 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2812 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 208 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 718 members 
Mstep: Class 53 contains 434 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137648.000000 Penalty: 29294.808594
Iteration 104Q: 54 clusters Score -1.013765e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38049 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 282 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 5671 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 296 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 311 members 
Mstep: Class 35 contains 136 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2794 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 718 members 
Mstep: Class 53 contains 434 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137666.000000 Penalty: 29294.808594
Iteration 105Q: 54 clusters Score -1.013767e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38049 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 5686 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 295 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 316 members 
Mstep: Class 35 contains 136 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2778 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 219 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 718 members 
Mstep: Class 53 contains 435 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137683.000000 Penalty: 29294.808594
Iteration 106Q: 54 clusters Score -1.013768e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38049 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 5701 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 297 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 136 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2759 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 222 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 718 members 
Mstep: Class 53 contains 435 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137695.000000 Penalty: 29294.808594
Iteration 107Q: 54 clusters Score -1.01377e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38049 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 151 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 5713 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 297 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 136 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2741 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 223 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 718 members 
Mstep: Class 53 contains 435 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137685.000000 Penalty: 29294.808594
Iteration 108Q: 54 clusters Score -1.013768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1504 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38049 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 296 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 319 members 
Mstep: Class 35 contains 136 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2728 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 223 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 718 members 
Mstep: Class 53 contains 435 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137693.000000 Penalty: 29294.808594
Iteration 109Q: 54 clusters Score -1.013769e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1507 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38049 members 
Mstep: Class 8 contains 629 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 5737 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 319 members 
Mstep: Class 35 contains 136 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2712 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 225 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 718 members 
Mstep: Class 53 contains 435 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137685.000000 Penalty: 29294.808594
Iteration 110Q: 54 clusters Score -1.013768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38049 members 
Mstep: Class 8 contains 629 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 954 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 5747 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 136 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2697 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 718 members 
Mstep: Class 53 contains 435 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137694.000000 Penalty: 29294.808594
Iteration 111Q: 54 clusters Score -1.013769e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38050 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 122 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5757 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 136 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2688 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 718 members 
Mstep: Class 53 contains 435 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137701.000000 Penalty: 29294.808594
Iteration 112Q: 54 clusters Score -1.01377e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38050 members 
Mstep: Class 8 contains 631 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 845 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 151 members 
Mstep: Class 26 contains 469 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5771 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 136 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 718 members 
Mstep: Class 53 contains 435 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137726.000000 Penalty: 29294.808594
Iteration 113Q: 54 clusters Score -1.013773e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38051 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2899 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 125 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 151 members 
Mstep: Class 26 contains 466 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5795 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 319 members 
Mstep: Class 35 contains 136 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2649 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 718 members 
Mstep: Class 53 contains 434 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137750.000000 Penalty: 29294.808594
Iteration 114Q: 54 clusters Score -1.013775e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38052 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 849 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5829 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 319 members 
Mstep: Class 35 contains 136 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2620 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 718 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137765.000000 Penalty: 29294.808594
Iteration 115Q: 54 clusters Score -1.013776e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38053 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5859 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 319 members 
Mstep: Class 35 contains 136 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2591 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 431 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137796.000000 Penalty: 29294.808594
Iteration 116Q: 54 clusters Score -1.01378e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38053 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5895 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 319 members 
Mstep: Class 35 contains 136 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2562 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 431 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137823.000000 Penalty: 29294.808594
Iteration 117Q: 54 clusters Score -1.013782e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 104944 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38053 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 5937 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 319 members 
Mstep: Class 35 contains 137 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2531 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 431 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137846.000000 Penalty: 29294.808594
Iteration 118Q: 54 clusters Score -1.013785e+07 nChanged 58
Entering ConstructFrom: 
Score: -10137846.000000 Penalty: 29294.808594
Entering ConstructFrom: 
Trying to split cluster 1 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -5123.477051 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -5123.477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4952.334961 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4952.335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5004.266602 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -5004.267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5011.785156 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -5011.785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5040.276367 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -5040.276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5044.593750 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -5044.594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5047.000488 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -5047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5047.000488 Penalty: 437.165894
	Iteration 6F: 3 clusters Score -5047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -80032.296875 Penalty: 332.993561
	Iteration 0F: 2 clusters Score -80032.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -78917.140625 Penalty: 665.987122
	Iteration 0F: 3 clusters Score -78917.14 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -79431.750000 Penalty: 665.987122
	Iteration 1F: 3 clusters Score -79431.75 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -79585.281250 Penalty: 665.987122
	Iteration 2F: 3 clusters Score -79585.28 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -79704.398438 Penalty: 665.987122
	Iteration 3F: 3 clusters Score -79704.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -79777.773438 Penalty: 665.987122
	Iteration 4F: 3 clusters Score -79777.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -79805.890625 Penalty: 665.987122
	Iteration 5Q: 3 clusters Score -79805.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -79824.476562 Penalty: 665.987122
	Iteration 6Q: 3 clusters Score -79824.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -79834.164062 Penalty: 665.987122
	Iteration 7Q: 3 clusters Score -79834.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -79839.937500 Penalty: 665.987122
	Iteration 8Q: 3 clusters Score -79839.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -79848.656250 Penalty: 665.987122
	Iteration 9Q: 3 clusters Score -79848.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -79859.781250 Penalty: 665.987122
	Iteration 10Q: 3 clusters Score -79859.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -79867.796875 Penalty: 665.987122
	Iteration 11Q: 3 clusters Score -79867.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -79873.531250 Penalty: 665.987122
	Iteration 12Q: 3 clusters Score -79873.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -79880.156250 Penalty: 665.987122
	Iteration 13Q: 3 clusters Score -79880.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -79888.492188 Penalty: 665.987122
	Iteration 14Q: 3 clusters Score -79888.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -79893.671875 Penalty: 665.987122
	Iteration 15Q: 3 clusters Score -79893.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -79897.250000 Penalty: 665.987122
	Iteration 16Q: 3 clusters Score -79897.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -79900.359375 Penalty: 665.987122
	Iteration 17Q: 3 clusters Score -79900.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -79901.546875 Penalty: 665.987122
	Iteration 18Q: 3 clusters Score -79901.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -79901.695312 Penalty: 665.987122
	Iteration 19Q: 3 clusters Score -79901.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -79901.687500 Penalty: 665.987122
	Iteration 20F: 3 clusters Score -79901.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -9515.018555 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -9515.019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9249.063477 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -9249.063 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9308.791016 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -9308.791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9318.999023 Penalty: 477.956909
	Iteration 2Q: 3 clusters Score -9318.999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9325.012695 Penalty: 477.956909
	Iteration 3Q: 3 clusters Score -9325.013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9326.942383 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -9326.942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9326.942383 Penalty: 477.956909
	Iteration 5F: 3 clusters Score -9326.942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -17785.937500 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -17785.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17400.794922 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -17400.79 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17552.378906 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -17552.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17639.669922 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -17639.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17668.855469 Penalty: 533.071899
	Iteration 3F: 3 clusters Score -17668.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17688.259766 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -17688.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17701.300781 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -17701.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17708.042969 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -17708.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17712.421875 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -17712.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17716.113281 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -17716.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17719.132812 Penalty: 533.071899
	Iteration 9Q: 3 clusters Score -17719.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17724.042969 Penalty: 533.071899
	Iteration 10Q: 3 clusters Score -17724.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17729.281250 Penalty: 533.071899
	Iteration 11Q: 3 clusters Score -17729.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17741.408203 Penalty: 533.071899
	Iteration 12Q: 3 clusters Score -17741.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17746.023438 Penalty: 533.071899
	Iteration 13Q: 3 clusters Score -17746.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17751.642578 Penalty: 533.071899
	Iteration 14Q: 3 clusters Score -17751.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17756.132812 Penalty: 533.071899
	Iteration 15Q: 3 clusters Score -17756.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17759.541016 Penalty: 533.071899
	Iteration 16Q: 3 clusters Score -17759.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17772.662109 Penalty: 533.071899
	Iteration 17Q: 3 clusters Score -17772.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17776.916016 Penalty: 533.071899
	Iteration 18Q: 3 clusters Score -17776.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17776.916016 Penalty: 533.071899
	Iteration 19F: 3 clusters Score -17776.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (104944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104944 members 
Entering Unmasked Estep 
Score: -6030255.500000 Penalty: 526.033752
	Iteration 0F: 2 clusters Score -6030256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -5963903.000000 Penalty: 1052.067505
	Iteration 0F: 3 clusters Score -5963903 nChanged 51239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -5996403.000000 Penalty: 1052.067505
	Iteration 1F: 3 clusters Score -5996403 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -6000116.000000 Penalty: 1052.067505
	Iteration 2F: 3 clusters Score -6000116 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -6005117.000000 Penalty: 1052.067505
	Iteration 3F: 3 clusters Score -6005117 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -6011062.500000 Penalty: 1052.067505
	Iteration 4F: 3 clusters Score -6011062 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 80571 members 
Entering Unmasked Estep 
Score: -6015938.500000 Penalty: 1052.067505
	Iteration 5F: 3 clusters Score -6015938 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 82408 members 
Entering Unmasked Estep 
Score: -6018767.000000 Penalty: 1052.067505
	Iteration 6Q: 3 clusters Score -6018767 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -6019840.500000 Penalty: 1052.067505
	Iteration 7Q: 3 clusters Score -6019840 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 83912 members 
Entering Unmasked Estep 
Score: -6020251.000000 Penalty: 1052.067505
	Iteration 8Q: 3 clusters Score -6020251 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -6020635.500000 Penalty: 1052.067505
	Iteration 9Q: 3 clusters Score -6020636 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -6021017.000000 Penalty: 1052.067505
	Iteration 10Q: 3 clusters Score -6021017 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -6021308.000000 Penalty: 1052.067505
	Iteration 11Q: 3 clusters Score -6021308 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 85977 members 
Entering Unmasked Estep 
Score: -6021619.000000 Penalty: 1052.067505
	Iteration 12Q: 3 clusters Score -6021619 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -6021976.000000 Penalty: 1052.067505
	Iteration 13Q: 3 clusters Score -6021976 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -6022380.500000 Penalty: 1052.067505
	Iteration 14Q: 3 clusters Score -6022380 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 87783 members 
Entering Unmasked Estep 
Score: -6022739.500000 Penalty: 1052.067505
	Iteration 15Q: 3 clusters Score -6022740 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -6023101.500000 Penalty: 1052.067505
	Iteration 16Q: 3 clusters Score -6023102 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -6023394.000000 Penalty: 1052.067505
	Iteration 17Q: 3 clusters Score -6023394 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 89562 members 
Entering Unmasked Estep 
Score: -6023645.500000 Penalty: 1052.067505
	Iteration 18Q: 3 clusters Score -6023646 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -6023947.500000 Penalty: 1052.067505
	Iteration 19Q: 3 clusters Score -6023948 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 90728 members 
Entering Unmasked Estep 
Score: -6024238.500000 Penalty: 1052.067505
	Iteration 20F: 3 clusters Score -6024238 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 91321 members 
Entering Unmasked Estep 
Score: -6024517.000000 Penalty: 1052.067505
	Iteration 21Q: 3 clusters Score -6024517 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 91937 members 
Entering Unmasked Estep 
Score: -6024748.000000 Penalty: 1052.067505
	Iteration 22Q: 3 clusters Score -6024748 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 92575 members 
Entering Unmasked Estep 
Score: -6025043.000000 Penalty: 1052.067505
	Iteration 23Q: 3 clusters Score -6025043 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 93196 members 
Entering Unmasked Estep 
Score: -6025317.500000 Penalty: 1052.067505
	Iteration 24Q: 3 clusters Score -6025318 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 93798 members 
Entering Unmasked Estep 
Score: -6025689.500000 Penalty: 1052.067505
	Iteration 25Q: 3 clusters Score -6025690 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 94394 members 
Entering Unmasked Estep 
Score: -6025986.000000 Penalty: 1052.067505
	Iteration 26Q: 3 clusters Score -6025986 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 94985 members 
Entering Unmasked Estep 
Score: -6026288.500000 Penalty: 1052.067505
	Iteration 27Q: 3 clusters Score -6026288 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 95545 members 
Entering Unmasked Estep 
Score: -6026573.000000 Penalty: 1052.067505
	Iteration 28Q: 3 clusters Score -6026573 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 96055 members 
Entering Unmasked Estep 
Score: -6026891.500000 Penalty: 1052.067505
	Iteration 29Q: 3 clusters Score -6026892 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 96579 members 
Entering Unmasked Estep 
Score: -6027227.000000 Penalty: 1052.067505
	Iteration 30Q: 3 clusters Score -6027227 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -6027549.500000 Penalty: 1052.067505
	Iteration 31Q: 3 clusters Score -6027550 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -6027839.500000 Penalty: 1052.067505
	Iteration 32Q: 3 clusters Score -6027840 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -6028197.000000 Penalty: 1052.067505
	Iteration 33Q: 3 clusters Score -6028197 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 98370 members 
Entering Unmasked Estep 
Score: -6028535.000000 Penalty: 1052.067505
	Iteration 34Q: 3 clusters Score -6028535 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 98736 members 
Entering Unmasked Estep 
Score: -6028800.000000 Penalty: 1052.067505
	Iteration 35Q: 3 clusters Score -6028800 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -6029044.500000 Penalty: 1052.067505
	Iteration 36Q: 3 clusters Score -6029044 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 99383 members 
Entering Unmasked Estep 
Score: -6029289.000000 Penalty: 1052.067505
	Iteration 37Q: 3 clusters Score -6029289 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -6029533.000000 Penalty: 1052.067505
	Iteration 38Q: 3 clusters Score -6029533 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 99960 members 
Entering Unmasked Estep 
Score: -6029721.000000 Penalty: 1052.067505
	Iteration 39Q: 3 clusters Score -6029721 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 100243 members 
Entering Unmasked Estep 
Score: -6029911.500000 Penalty: 1052.067505
	Iteration 40F: 3 clusters Score -6029912 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 100510 members 
Entering Unmasked Estep 
Score: -6030104.500000 Penalty: 1052.067505
	Iteration 41Q: 3 clusters Score -6030104 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 100744 members 
Entering Unmasked Estep 
Score: -6030298.000000 Penalty: 1052.067505
	Iteration 42Q: 3 clusters Score -6030298 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -6030420.500000 Penalty: 1052.067505
	Iteration 43Q: 3 clusters Score -6030420 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -6030603.000000 Penalty: 1052.067505
	Iteration 44Q: 3 clusters Score -6030603 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -6030776.500000 Penalty: 1052.067505
	Iteration 45Q: 3 clusters Score -6030776 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 101513 members 
Entering Unmasked Estep 
Score: -6030902.000000 Penalty: 1052.067505
	Iteration 46Q: 3 clusters Score -6030902 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
Score: -6031000.000000 Penalty: 1052.067505
	Iteration 47Q: 3 clusters Score -6031000 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 101785 members 
Entering Unmasked Estep 
Score: -6031085.000000 Penalty: 1052.067505
	Iteration 48Q: 3 clusters Score -6031085 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -6031181.500000 Penalty: 1052.067505
	Iteration 49Q: 3 clusters Score -6031182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 101993 members 
Entering Unmasked Estep 
Score: -6031258.500000 Penalty: 1052.067505
	Iteration 50Q: 3 clusters Score -6031258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -6031323.000000 Penalty: 1052.067505
	Iteration 51Q: 3 clusters Score -6031323 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 102165 members 
Entering Unmasked Estep 
Score: -6031368.500000 Penalty: 1052.067505
	Iteration 52Q: 3 clusters Score -6031368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 102221 members 
Entering Unmasked Estep 
Score: -6031402.000000 Penalty: 1052.067505
	Iteration 53Q: 3 clusters Score -6031402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 102266 members 
Entering Unmasked Estep 
Score: -6031437.000000 Penalty: 1052.067505
	Iteration 54Q: 3 clusters Score -6031437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 102302 members 
Entering Unmasked Estep 
Score: -6031432.500000 Penalty: 1052.067505
	Iteration 55Q: 3 clusters Score -6031432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -6031439.000000 Penalty: 1052.067505
	Iteration 56Q: 3 clusters Score -6031439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 102366 members 
Entering Unmasked Estep 
Score: -6031452.500000 Penalty: 1052.067505
	Iteration 57Q: 3 clusters Score -6031452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 102385 members 
Entering Unmasked Estep 
Score: -6031452.000000 Penalty: 1052.067505
	Iteration 58Q: 3 clusters Score -6031452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 102399 members 
Entering Unmasked Estep 
Score: -6031456.500000 Penalty: 1052.067505
	Iteration 59Q: 3 clusters Score -6031456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 102424 members 
Entering Unmasked Estep 
Score: -6031465.000000 Penalty: 1052.067505
	Iteration 60F: 3 clusters Score -6031465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 102440 members 
Entering Unmasked Estep 
Score: -6031471.500000 Penalty: 1052.067505
	Iteration 61Q: 3 clusters Score -6031472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 102453 members 
Entering Unmasked Estep 
Score: -6031478.000000 Penalty: 1052.067505
	Iteration 62Q: 3 clusters Score -6031478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -6031477.000000 Penalty: 1052.067505
	Iteration 63Q: 3 clusters Score -6031477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -6031479.500000 Penalty: 1052.067505
	Iteration 64Q: 3 clusters Score -6031480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -6031477.500000 Penalty: 1052.067505
	Iteration 65Q: 3 clusters Score -6031478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 102479 members 
Entering Unmasked Estep 
Score: -6031475.000000 Penalty: 1052.067505
	Iteration 66Q: 3 clusters Score -6031475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 102480 members 
Entering Unmasked Estep 
Score: -6031476.500000 Penalty: 1052.067505
	Iteration 67Q: 3 clusters Score -6031476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 102481 members 
Entering Unmasked Estep 
Score: -6031478.000000 Penalty: 1052.067505
	Iteration 68Q: 3 clusters Score -6031478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 102482 members 
Entering Unmasked Estep 
Score: -6031478.000000 Penalty: 1052.067505
	Iteration 69Q: 3 clusters Score -6031478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 102483 members 
Entering Unmasked Estep 
Score: -6031474.000000 Penalty: 1052.067505
	Iteration 70Q: 3 clusters Score -6031474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 102486 members 
Entering Unmasked Estep 
Score: -6031474.500000 Penalty: 1052.067505
	Iteration 71Q: 3 clusters Score -6031474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 102486 members 
Entering Unmasked Estep 
Score: -6031474.500000 Penalty: 1052.067505
	Iteration 72F: 3 clusters Score -6031474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 38053 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 836 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 102486 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5983 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2498 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
Score: -10139022.000000 Penalty: 29847.541016
Splitting cluster 5 changes total score from -10137846.000000 to -10139022.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14152.674805 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14152.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13846.373047 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -13846.37 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14056.807617 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14056.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14159.108398 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14159.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14205.088867 Penalty: 511.126190
	Iteration 3F: 3 clusters Score -14205.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14208.995117 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -14213.361328 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14213.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14218.666016 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14218.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14220.266602 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14220.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14220.266602 Penalty: 511.126190
	Iteration 8F: 3 clusters Score -14220.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 38053 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 836 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 102486 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5983 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 60 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2498 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
Score: -10138800.000000 Penalty: 30400.273438
Splitting cluster 6 changes total score from -10137846.000000 to -10138800.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 7 (38053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Entering Unmasked Estep 
Score: -2038204.750000 Penalty: 479.876434
	Iteration 0F: 2 clusters Score -2038205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2012733.125000 Penalty: 959.752869
	Iteration 0F: 3 clusters Score -2012733 nChanged 18245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2023497.125000 Penalty: 959.752869
	Iteration 1F: 3 clusters Score -2023497 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2024289.750000 Penalty: 959.752869
	Iteration 2F: 3 clusters Score -2024290 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2025408.500000 Penalty: 959.752869
	Iteration 3F: 3 clusters Score -2025408 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2027076.500000 Penalty: 959.752869
	Iteration 4F: 3 clusters Score -2027076 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2029357.250000 Penalty: 959.752869
	Iteration 5F: 3 clusters Score -2029357 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2032037.500000 Penalty: 959.752869
	Iteration 6F: 3 clusters Score -2032038 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2034367.875000 Penalty: 959.752869
	Iteration 7F: 3 clusters Score -2034368 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2035927.625000 Penalty: 959.752869
	Iteration 8Q: 3 clusters Score -2035928 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2036843.125000 Penalty: 959.752869
	Iteration 9Q: 3 clusters Score -2036843 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2037315.375000 Penalty: 959.752869
	Iteration 10Q: 3 clusters Score -2037315 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2037558.000000 Penalty: 959.752869
	Iteration 11Q: 3 clusters Score -2037558 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2037687.125000 Penalty: 959.752869
	Iteration 12Q: 3 clusters Score -2037687 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2037770.750000 Penalty: 959.752869
	Iteration 13Q: 3 clusters Score -2037771 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2037829.125000 Penalty: 959.752869
	Iteration 14Q: 3 clusters Score -2037829 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2037860.375000 Penalty: 959.752869
	Iteration 15Q: 3 clusters Score -2037860 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2037892.125000 Penalty: 959.752869
	Iteration 16Q: 3 clusters Score -2037892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2037930.000000 Penalty: 959.752869
	Iteration 17Q: 3 clusters Score -2037930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2037952.750000 Penalty: 959.752869
	Iteration 18Q: 3 clusters Score -2037953 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2037971.625000 Penalty: 959.752869
	Iteration 19Q: 3 clusters Score -2037972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2038008.125000 Penalty: 959.752869
	Iteration 20F: 3 clusters Score -2038008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2038045.500000 Penalty: 959.752869
	Iteration 21Q: 3 clusters Score -2038046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2038090.875000 Penalty: 959.752869
	Iteration 22Q: 3 clusters Score -2038091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2038118.500000 Penalty: 959.752869
	Iteration 23Q: 3 clusters Score -2038118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2038134.750000 Penalty: 959.752869
	Iteration 24Q: 3 clusters Score -2038135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2038152.625000 Penalty: 959.752869
	Iteration 25Q: 3 clusters Score -2038153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2038165.750000 Penalty: 959.752869
	Iteration 26Q: 3 clusters Score -2038166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2038178.625000 Penalty: 959.752869
	Iteration 27Q: 3 clusters Score -2038179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2038183.625000 Penalty: 959.752869
	Iteration 28Q: 3 clusters Score -2038184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2038191.250000 Penalty: 959.752869
	Iteration 29Q: 3 clusters Score -2038191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2038199.875000 Penalty: 959.752869
	Iteration 30Q: 3 clusters Score -2038200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2038202.125000 Penalty: 959.752869
	Iteration 31Q: 3 clusters Score -2038202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2038204.000000 Penalty: 959.752869
	Iteration 32Q: 3 clusters Score -2038204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2038204.125000 Penalty: 959.752869
	Iteration 33Q: 3 clusters Score -2038204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2038204.750000 Penalty: 959.752869
	Iteration 34Q: 3 clusters Score -2038205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2038205.875000 Penalty: 959.752869
	Iteration 35Q: 3 clusters Score -2038206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2038208.500000 Penalty: 959.752869
	Iteration 36Q: 3 clusters Score -2038208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2038208.750000 Penalty: 959.752869
	Iteration 37Q: 3 clusters Score -2038209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2038208.750000 Penalty: 959.752869
	Iteration 38Q: 3 clusters Score -2038209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2038207.875000 Penalty: 959.752869
	Iteration 39Q: 3 clusters Score -2038208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2038207.875000 Penalty: 959.752869
	Iteration 40F: 3 clusters Score -2038208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 37404 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 836 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 102486 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5983 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 60 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2498 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 649 members 
Entering Unmasked Estep 
Score: -10138744.000000 Penalty: 30953.005859
Splitting cluster 7 changes total score from -10137846.000000 to -10138744.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 8 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -34607.398438 Penalty: 293.424469
	Iteration 0F: 2 clusters Score -34607.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34100.371094 Penalty: 586.848938
	Iteration 0F: 3 clusters Score -34100.37 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34558.304688 Penalty: 586.848938
	Iteration 1F: 3 clusters Score -34558.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -34655.363281 Penalty: 586.848938
	Iteration 2F: 3 clusters Score -34655.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -34692.992188 Penalty: 586.848938
	Iteration 3Q: 3 clusters Score -34692.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -34719.312500 Penalty: 586.848938
	Iteration 4Q: 3 clusters Score -34719.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -34723.160156 Penalty: 586.848938
	Iteration 5Q: 3 clusters Score -34723.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -34725.105469 Penalty: 586.848938
	Iteration 6Q: 3 clusters Score -34725.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -34725.105469 Penalty: 586.848938
	Iteration 7F: 3 clusters Score -34725.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 37404 members 
Mstep: Class 8 contains 155 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 836 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 102486 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 5983 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 60 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2498 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 649 members 
Mstep: Class 57 contains 477 members 
Entering Unmasked Estep 
Score: -10138599.000000 Penalty: 31505.738281
Splitting cluster 8 changes total score from -10137846.000000 to -10138599.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 9 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -61949.703125 Penalty: 321.329712
	Iteration 0F: 2 clusters Score -61949.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -61050.117188 Penalty: 642.659424
	Iteration 0F: 3 clusters Score -61050.12 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -61386.910156 Penalty: 642.659424
	Iteration 1F: 3 clusters Score -61386.91 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -61452.054688 Penalty: 642.659424
	Iteration 2F: 3 clusters Score -61452.05 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -61503.875000 Penalty: 642.659424
	Iteration 3F: 3 clusters Score -61503.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -61536.097656 Penalty: 642.659424
	Iteration 4Q: 3 clusters Score -61536.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -61570.199219 Penalty: 642.659424
	Iteration 5Q: 3 clusters Score -61570.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -61593.062500 Penalty: 642.659424
	Iteration 6Q: 3 clusters Score -61593.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -61605.988281 Penalty: 642.659424
	Iteration 7Q: 3 clusters Score -61605.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -61610.031250 Penalty: 642.659424
	Iteration 8Q: 3 clusters Score -61610.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -61615.304688 Penalty: 642.659424
	Iteration 9Q: 3 clusters Score -61615.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -61620.953125 Penalty: 642.659424
	Iteration 10Q: 3 clusters Score -61620.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -61626.019531 Penalty: 642.659424
	Iteration 11Q: 3 clusters Score -61626.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -61631.355469 Penalty: 642.659424
	Iteration 12Q: 3 clusters Score -61631.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -61638.671875 Penalty: 642.659424
	Iteration 13Q: 3 clusters Score -61638.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -61648.277344 Penalty: 642.659424
	Iteration 14Q: 3 clusters Score -61648.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -61667.152344 Penalty: 642.659424
	Iteration 15Q: 3 clusters Score -61667.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -61684.812500 Penalty: 642.659424
	Iteration 16Q: 3 clusters Score -61684.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -61692.804688 Penalty: 642.659424
	Iteration 17Q: 3 clusters Score -61692.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -61699.296875 Penalty: 642.659424
	Iteration 18Q: 3 clusters Score -61699.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -61708.816406 Penalty: 642.659424
	Iteration 19Q: 3 clusters Score -61708.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -61721.101562 Penalty: 642.659424
	Iteration 20F: 3 clusters Score -61721.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -61727.953125 Penalty: 642.659424
	Iteration 21Q: 3 clusters Score -61727.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -61731.097656 Penalty: 642.659424
	Iteration 22Q: 3 clusters Score -61731.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -61735.636719 Penalty: 642.659424
	Iteration 23Q: 3 clusters Score -61735.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -61740.402344 Penalty: 642.659424
	Iteration 24Q: 3 clusters Score -61740.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -61743.109375 Penalty: 642.659424
	Iteration 25Q: 3 clusters Score -61743.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -61746.054688 Penalty: 642.659424
	Iteration 26Q: 3 clusters Score -61746.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -61749.949219 Penalty: 642.659424
	Iteration 27Q: 3 clusters Score -61749.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -61752.242188 Penalty: 642.659424
	Iteration 28Q: 3 clusters Score -61752.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -61757.511719 Penalty: 642.659424
	Iteration 29Q: 3 clusters Score -61757.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -61766.296875 Penalty: 642.659424
	Iteration 30Q: 3 clusters Score -61766.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -61776.457031 Penalty: 642.659424
	Iteration 31Q: 3 clusters Score -61776.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61782.375000 Penalty: 642.659424
	Iteration 32Q: 3 clusters Score -61782.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61784.746094 Penalty: 642.659424
	Iteration 33Q: 3 clusters Score -61784.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61785.164062 Penalty: 642.659424
	Iteration 34Q: 3 clusters Score -61785.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61786.164062 Penalty: 642.659424
	Iteration 35Q: 3 clusters Score -61786.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61786.777344 Penalty: 642.659424
	Iteration 36Q: 3 clusters Score -61786.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61787.242188 Penalty: 642.659424
	Iteration 37Q: 3 clusters Score -61787.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61788.363281 Penalty: 642.659424
	Iteration 38Q: 3 clusters Score -61788.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61788.929688 Penalty: 642.659424
	Iteration 39Q: 3 clusters Score -61788.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61788.929688 Penalty: 642.659424
	Iteration 40F: 3 clusters Score -61788.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -29977.234375 Penalty: 294.842010
	Iteration 0F: 2 clusters Score -29977.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -29432.398438 Penalty: 589.684021
	Iteration 0F: 3 clusters Score -29432.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -29595.324219 Penalty: 589.684021
	Iteration 1F: 3 clusters Score -29595.32 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -29640.451172 Penalty: 589.684021
	Iteration 2F: 3 clusters Score -29640.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -29692.257812 Penalty: 589.684021
	Iteration 3F: 3 clusters Score -29692.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -29721.607422 Penalty: 589.684021
	Iteration 4F: 3 clusters Score -29721.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -29749.587891 Penalty: 589.684021
	Iteration 5Q: 3 clusters Score -29749.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -29760.806641 Penalty: 589.684021
	Iteration 6Q: 3 clusters Score -29760.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -29766.710938 Penalty: 589.684021
	Iteration 7Q: 3 clusters Score -29766.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -29768.558594 Penalty: 589.684021
	Iteration 8Q: 3 clusters Score -29768.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -29768.818359 Penalty: 589.684021
	Iteration 9Q: 3 clusters Score -29768.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -29768.818359 Penalty: 589.684021
	Iteration 10F: 3 clusters Score -29768.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -4510.853027 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -4510.853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4316.998535 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -4316.999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4352.027344 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -4352.027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4371.359375 Penalty: 406.397644
	Iteration 2Q: 3 clusters Score -4371.359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4376.207520 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -4376.208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4376.207520 Penalty: 406.397644
	Iteration 4F: 3 clusters Score -4376.208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -37689.179688 Penalty: 306.152588
	Iteration 0F: 2 clusters Score -37689.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -37001.203125 Penalty: 612.305176
	Iteration 0F: 3 clusters Score -37001.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -37254.968750 Penalty: 612.305176
	Iteration 1F: 3 clusters Score -37254.97 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -37315.660156 Penalty: 612.305176
	Iteration 2F: 3 clusters Score -37315.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -37360.308594 Penalty: 612.305176
	Iteration 3F: 3 clusters Score -37360.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -37394.593750 Penalty: 612.305176
	Iteration 4Q: 3 clusters Score -37394.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -37433.113281 Penalty: 612.305176
	Iteration 5Q: 3 clusters Score -37433.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -37453.761719 Penalty: 612.305176
	Iteration 6Q: 3 clusters Score -37453.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -37465.628906 Penalty: 612.305176
	Iteration 7Q: 3 clusters Score -37465.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -37471.730469 Penalty: 612.305176
	Iteration 8Q: 3 clusters Score -37471.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -37474.003906 Penalty: 612.305176
	Iteration 9Q: 3 clusters Score -37474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -37475.937500 Penalty: 612.305176
	Iteration 10Q: 3 clusters Score -37475.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -37477.566406 Penalty: 612.305176
	Iteration 11Q: 3 clusters Score -37477.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -37478.804688 Penalty: 612.305176
	Iteration 12Q: 3 clusters Score -37478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -37482.761719 Penalty: 612.305176
	Iteration 13Q: 3 clusters Score -37482.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -37487.023438 Penalty: 612.305176
	Iteration 14Q: 3 clusters Score -37487.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -37491.546875 Penalty: 612.305176
	Iteration 15Q: 3 clusters Score -37491.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -37497.582031 Penalty: 612.305176
	Iteration 16Q: 3 clusters Score -37497.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -37500.058594 Penalty: 612.305176
	Iteration 17Q: 3 clusters Score -37500.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -37502.902344 Penalty: 612.305176
	Iteration 18Q: 3 clusters Score -37502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -37505.675781 Penalty: 612.305176
	Iteration 19Q: 3 clusters Score -37505.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -37508.273438 Penalty: 612.305176
	Iteration 20F: 3 clusters Score -37508.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -37510.945312 Penalty: 612.305176
	Iteration 21Q: 3 clusters Score -37510.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -37513.800781 Penalty: 612.305176
	Iteration 22Q: 3 clusters Score -37513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -37516.593750 Penalty: 612.305176
	Iteration 23Q: 3 clusters Score -37516.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -37518.972656 Penalty: 612.305176
	Iteration 24Q: 3 clusters Score -37518.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -37526.183594 Penalty: 612.305176
	Iteration 25Q: 3 clusters Score -37526.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -37534.226562 Penalty: 612.305176
	Iteration 26Q: 3 clusters Score -37534.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -37537.031250 Penalty: 612.305176
	Iteration 27Q: 3 clusters Score -37537.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -37538.496094 Penalty: 612.305176
	Iteration 28Q: 3 clusters Score -37538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -37538.906250 Penalty: 612.305176
	Iteration 29Q: 3 clusters Score -37538.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -37538.906250 Penalty: 612.305176
	Iteration 30F: 3 clusters Score -37538.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -49291.632812 Penalty: 312.112488
	Iteration 0F: 2 clusters Score -49291.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48539.875000 Penalty: 624.224976
	Iteration 0F: 3 clusters Score -48539.88 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48740.023438 Penalty: 624.224976
	Iteration 1F: 3 clusters Score -48740.02 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -48794.441406 Penalty: 624.224976
	Iteration 2F: 3 clusters Score -48794.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -48825.746094 Penalty: 624.224976
	Iteration 3Q: 3 clusters Score -48825.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -48853.144531 Penalty: 624.224976
	Iteration 4Q: 3 clusters Score -48853.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -48887.222656 Penalty: 624.224976
	Iteration 5Q: 3 clusters Score -48887.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -48924.980469 Penalty: 624.224976
	Iteration 6Q: 3 clusters Score -48924.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -48959.406250 Penalty: 624.224976
	Iteration 7Q: 3 clusters Score -48959.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48990.390625 Penalty: 624.224976
	Iteration 8Q: 3 clusters Score -48990.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -49010.843750 Penalty: 624.224976
	Iteration 9Q: 3 clusters Score -49010.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -49018.027344 Penalty: 624.224976
	Iteration 10Q: 3 clusters Score -49018.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -49027.925781 Penalty: 624.224976
	Iteration 11Q: 3 clusters Score -49027.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -49037.804688 Penalty: 624.224976
	Iteration 12Q: 3 clusters Score -49037.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49046.945312 Penalty: 624.224976
	Iteration 13Q: 3 clusters Score -49046.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -49055.015625 Penalty: 624.224976
	Iteration 14Q: 3 clusters Score -49055.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49061.183594 Penalty: 624.224976
	Iteration 15Q: 3 clusters Score -49061.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -49066.539062 Penalty: 624.224976
	Iteration 16Q: 3 clusters Score -49066.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -49069.562500 Penalty: 624.224976
	Iteration 17Q: 3 clusters Score -49069.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49071.253906 Penalty: 624.224976
	Iteration 18Q: 3 clusters Score -49071.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49073.039062 Penalty: 624.224976
	Iteration 19Q: 3 clusters Score -49073.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49074.843750 Penalty: 624.224976
	Iteration 20F: 3 clusters Score -49074.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49077.890625 Penalty: 624.224976
	Iteration 21Q: 3 clusters Score -49077.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49081.433594 Penalty: 624.224976
	Iteration 22Q: 3 clusters Score -49081.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49084.296875 Penalty: 624.224976
	Iteration 23Q: 3 clusters Score -49084.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49084.906250 Penalty: 624.224976
	Iteration 24Q: 3 clusters Score -49084.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49086.058594 Penalty: 624.224976
	Iteration 25Q: 3 clusters Score -49086.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49088.769531 Penalty: 624.224976
	Iteration 26Q: 3 clusters Score -49088.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49090.261719 Penalty: 624.224976
	Iteration 27Q: 3 clusters Score -49090.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49090.496094 Penalty: 624.224976
	Iteration 28Q: 3 clusters Score -49090.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49090.496094 Penalty: 624.224976
	Iteration 29F: 3 clusters Score -49090.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -7239.807617 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -7239.808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6923.249512 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -6923.25 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7051.969238 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -7051.969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7096.722656 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -7096.723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7118.613281 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -7118.613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7123.578613 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -7123.579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7128.817871 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -7128.818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7137.298828 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -7137.299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7137.298828 Penalty: 506.371338
	Iteration 7F: 3 clusters Score -7137.299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -45183.718750 Penalty: 303.635040
	Iteration 0F: 2 clusters Score -45183.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -44499.984375 Penalty: 607.270081
	Iteration 0F: 3 clusters Score -44499.98 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -44671.164062 Penalty: 607.270081
	Iteration 1F: 3 clusters Score -44671.16 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -44720.984375 Penalty: 607.270081
	Iteration 2F: 3 clusters Score -44720.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -44755.671875 Penalty: 607.270081
	Iteration 3F: 3 clusters Score -44755.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -44786.453125 Penalty: 607.270081
	Iteration 4Q: 3 clusters Score -44786.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -44814.730469 Penalty: 607.270081
	Iteration 5Q: 3 clusters Score -44814.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -44836.125000 Penalty: 607.270081
	Iteration 6Q: 3 clusters Score -44836.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -44850.074219 Penalty: 607.270081
	Iteration 7Q: 3 clusters Score -44850.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -44865.582031 Penalty: 607.270081
	Iteration 8Q: 3 clusters Score -44865.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -44879.671875 Penalty: 607.270081
	Iteration 9Q: 3 clusters Score -44879.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -44896.363281 Penalty: 607.270081
	Iteration 10Q: 3 clusters Score -44896.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -44907.941406 Penalty: 607.270081
	Iteration 11Q: 3 clusters Score -44907.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -44917.109375 Penalty: 607.270081
	Iteration 12Q: 3 clusters Score -44917.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -44924.074219 Penalty: 607.270081
	Iteration 13Q: 3 clusters Score -44924.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -44936.222656 Penalty: 607.270081
	Iteration 14Q: 3 clusters Score -44936.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -44941.671875 Penalty: 607.270081
	Iteration 15Q: 3 clusters Score -44941.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -44947.257812 Penalty: 607.270081
	Iteration 16Q: 3 clusters Score -44947.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -44952.160156 Penalty: 607.270081
	Iteration 17Q: 3 clusters Score -44952.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -44955.117188 Penalty: 607.270081
	Iteration 18Q: 3 clusters Score -44955.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -44959.785156 Penalty: 607.270081
	Iteration 19Q: 3 clusters Score -44959.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -44965.433594 Penalty: 607.270081
	Iteration 20F: 3 clusters Score -44965.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -44970.039062 Penalty: 607.270081
	Iteration 21Q: 3 clusters Score -44970.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -44973.546875 Penalty: 607.270081
	Iteration 22Q: 3 clusters Score -44973.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -44975.984375 Penalty: 607.270081
	Iteration 23Q: 3 clusters Score -44975.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -44976.550781 Penalty: 607.270081
	Iteration 24Q: 3 clusters Score -44976.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -44976.550781 Penalty: 607.270081
	Iteration 25F: 3 clusters Score -44976.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -8749.414062 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -8749.414 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 92 members 
Entering Unmasked Estep 
Score: -8479.485352 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -8479.485 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8546.878906 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -8546.879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8569.296875 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -8569.297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8580.560547 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -8580.561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8600.449219 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -8600.449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8609.875000 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -8609.875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8611.936523 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -8611.937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8611.936523 Penalty: 475.542938
	Iteration 7F: 3 clusters Score -8611.937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Entering Unmasked Estep 
Score: -147813.265625 Penalty: 362.715820
	Iteration 0F: 2 clusters Score -147813.3 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 1452 members 
Entering Unmasked Estep 
Score: -145796.593750 Penalty: 725.431641
	Iteration 0F: 3 clusters Score -145796.6 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -146561.812500 Penalty: 725.431641
	Iteration 1F: 3 clusters Score -146561.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -146663.640625 Penalty: 725.431641
	Iteration 2F: 3 clusters Score -146663.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -146789.984375 Penalty: 725.431641
	Iteration 3F: 3 clusters Score -146790 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -146924.718750 Penalty: 725.431641
	Iteration 4F: 3 clusters Score -146924.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -147047.078125 Penalty: 725.431641
	Iteration 5F: 3 clusters Score -147047.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -147147.734375 Penalty: 725.431641
	Iteration 6F: 3 clusters Score -147147.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -147231.781250 Penalty: 725.431641
	Iteration 7Q: 3 clusters Score -147231.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -147304.953125 Penalty: 725.431641
	Iteration 8Q: 3 clusters Score -147305 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -147366.250000 Penalty: 725.431641
	Iteration 9Q: 3 clusters Score -147366.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -147425.687500 Penalty: 725.431641
	Iteration 10Q: 3 clusters Score -147425.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -147472.281250 Penalty: 725.431641
	Iteration 11Q: 3 clusters Score -147472.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -147514.125000 Penalty: 725.431641
	Iteration 12Q: 3 clusters Score -147514.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -147548.437500 Penalty: 725.431641
	Iteration 13Q: 3 clusters Score -147548.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -147560.703125 Penalty: 725.431641
	Iteration 14Q: 3 clusters Score -147560.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -147570.046875 Penalty: 725.431641
	Iteration 15Q: 3 clusters Score -147570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -147576.093750 Penalty: 725.431641
	Iteration 16Q: 3 clusters Score -147576.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -147582.328125 Penalty: 725.431641
	Iteration 17Q: 3 clusters Score -147582.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -147588.093750 Penalty: 725.431641
	Iteration 18Q: 3 clusters Score -147588.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -147591.875000 Penalty: 725.431641
	Iteration 19Q: 3 clusters Score -147591.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -147597.375000 Penalty: 725.431641
	Iteration 20F: 3 clusters Score -147597.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -147604.484375 Penalty: 725.431641
	Iteration 21Q: 3 clusters Score -147604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -147610.750000 Penalty: 725.431641
	Iteration 22Q: 3 clusters Score -147610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -147613.781250 Penalty: 725.431641
	Iteration 23Q: 3 clusters Score -147613.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -147615.968750 Penalty: 725.431641
	Iteration 24Q: 3 clusters Score -147616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -147617.171875 Penalty: 725.431641
	Iteration 25Q: 3 clusters Score -147617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -147617.171875 Penalty: 725.431641
	Iteration 26F: 3 clusters Score -147617.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9338.147461 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9338.147 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 110 members 
Entering Unmasked Estep 
Score: -9047.275391 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9047.275 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9123.101562 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9123.102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9166.114258 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -9166.114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9210.814453 Penalty: 482.600739
	Iteration 3F: 3 clusters Score -9210.814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9227.037109 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -9227.037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9232.249023 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -9232.249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9240.646484 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -9240.646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9245.643555 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -9245.644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9247.358398 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -9247.358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9247.358398 Penalty: 482.600739
	Iteration 9F: 3 clusters Score -9247.358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -6490.912109 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6490.912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6274.206543 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6274.207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6391.185059 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6391.185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6428.574219 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -6428.574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6458.902832 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -6458.903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6463.218262 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -6463.218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6463.218262 Penalty: 444.334991
	Iteration 5F: 3 clusters Score -6463.218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -8795.490234 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -8795.49 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 86 members 
Entering Unmasked Estep 
Score: -8561.942383 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -8561.942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8708.631836 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -8708.632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8719.106445 Penalty: 468.421997
	Iteration 2Q: 3 clusters Score -8719.106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8720.265625 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -8720.266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8720.265625 Penalty: 468.421997
	Iteration 4F: 3 clusters Score -8720.266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -11362.392578 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -11362.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11075.328125 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -11075.33 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11142.137695 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -11142.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11154.467773 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -11154.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11159.854492 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -11159.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11165.496094 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -11165.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11176.979492 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -11176.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11179.678711 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -11179.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11180.178711 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -11180.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11183.057617 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -11183.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11186.521484 Penalty: 488.303802
	Iteration 9Q: 3 clusters Score -11186.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11186.996094 Penalty: 488.303802
	Iteration 10Q: 3 clusters Score -11187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11189.434570 Penalty: 488.303802
	Iteration 11Q: 3 clusters Score -11189.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11190.368164 Penalty: 488.303802
	Iteration 12Q: 3 clusters Score -11190.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11194.247070 Penalty: 488.303802
	Iteration 13Q: 3 clusters Score -11194.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11195.705078 Penalty: 488.303802
	Iteration 14Q: 3 clusters Score -11195.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11195.705078 Penalty: 488.303802
	Iteration 15F: 3 clusters Score -11195.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -4200.612793 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -4200.613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4018.581787 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -4018.582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4061.094727 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -4061.095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4063.145752 Penalty: 398.764435
	Iteration 2Q: 3 clusters Score -4063.146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4081.482910 Penalty: 398.764435
	Iteration 3Q: 3 clusters Score -4081.483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4083.962158 Penalty: 398.764435
	Iteration 4Q: 3 clusters Score -4083.962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4083.962158 Penalty: 398.764435
	Iteration 5F: 3 clusters Score -4083.962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Entering Unmasked Estep 
Score: -371081.312500 Penalty: 402.423859
	Iteration 0F: 2 clusters Score -371081.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -366434.812500 Penalty: 804.847717
	Iteration 0F: 3 clusters Score -366434.8 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -368253.343750 Penalty: 804.847717
	Iteration 1F: 3 clusters Score -368253.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -368495.406250 Penalty: 804.847717
	Iteration 2F: 3 clusters Score -368495.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -368717.656250 Penalty: 804.847717
	Iteration 3F: 3 clusters Score -368717.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -368972.500000 Penalty: 804.847717
	Iteration 4F: 3 clusters Score -368972.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -369199.625000 Penalty: 804.847717
	Iteration 5F: 3 clusters Score -369199.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -369364.468750 Penalty: 804.847717
	Iteration 6Q: 3 clusters Score -369364.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -369465.375000 Penalty: 804.847717
	Iteration 7Q: 3 clusters Score -369465.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -369525.093750 Penalty: 804.847717
	Iteration 8Q: 3 clusters Score -369525.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -369565.406250 Penalty: 804.847717
	Iteration 9Q: 3 clusters Score -369565.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -369593.031250 Penalty: 804.847717
	Iteration 10Q: 3 clusters Score -369593 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -369614.375000 Penalty: 804.847717
	Iteration 11Q: 3 clusters Score -369614.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -369633.843750 Penalty: 804.847717
	Iteration 12Q: 3 clusters Score -369633.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -369651.000000 Penalty: 804.847717
	Iteration 13Q: 3 clusters Score -369651 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -369673.718750 Penalty: 804.847717
	Iteration 14Q: 3 clusters Score -369673.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -369700.781250 Penalty: 804.847717
	Iteration 15Q: 3 clusters Score -369700.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -369732.531250 Penalty: 804.847717
	Iteration 16Q: 3 clusters Score -369732.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -369767.156250 Penalty: 804.847717
	Iteration 17Q: 3 clusters Score -369767.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -369800.125000 Penalty: 804.847717
	Iteration 18Q: 3 clusters Score -369800.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -369830.375000 Penalty: 804.847717
	Iteration 19Q: 3 clusters Score -369830.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -369863.937500 Penalty: 804.847717
	Iteration 20F: 3 clusters Score -369863.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -369905.593750 Penalty: 804.847717
	Iteration 21Q: 3 clusters Score -369905.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -369953.750000 Penalty: 804.847717
	Iteration 22Q: 3 clusters Score -369953.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -369999.625000 Penalty: 804.847717
	Iteration 23Q: 3 clusters Score -369999.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -370050.625000 Penalty: 804.847717
	Iteration 24Q: 3 clusters Score -370050.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -370114.937500 Penalty: 804.847717
	Iteration 25Q: 3 clusters Score -370114.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -370201.531250 Penalty: 804.847717
	Iteration 26Q: 3 clusters Score -370201.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -370290.562500 Penalty: 804.847717
	Iteration 27Q: 3 clusters Score -370290.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -370368.781250 Penalty: 804.847717
	Iteration 28Q: 3 clusters Score -370368.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -370421.031250 Penalty: 804.847717
	Iteration 29Q: 3 clusters Score -370421 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -370449.062500 Penalty: 804.847717
	Iteration 30Q: 3 clusters Score -370449.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -370471.750000 Penalty: 804.847717
	Iteration 31Q: 3 clusters Score -370471.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -370488.375000 Penalty: 804.847717
	Iteration 32Q: 3 clusters Score -370488.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -370503.531250 Penalty: 804.847717
	Iteration 33Q: 3 clusters Score -370503.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -370515.625000 Penalty: 804.847717
	Iteration 34Q: 3 clusters Score -370515.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -370527.125000 Penalty: 804.847717
	Iteration 35Q: 3 clusters Score -370527.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -370536.875000 Penalty: 804.847717
	Iteration 36Q: 3 clusters Score -370536.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -370545.937500 Penalty: 804.847717
	Iteration 37Q: 3 clusters Score -370545.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -370553.406250 Penalty: 804.847717
	Iteration 38Q: 3 clusters Score -370553.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -370559.156250 Penalty: 804.847717
	Iteration 39Q: 3 clusters Score -370559.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -370571.718750 Penalty: 804.847717
	Iteration 40F: 3 clusters Score -370571.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -370582.343750 Penalty: 804.847717
	Iteration 41Q: 3 clusters Score -370582.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -370591.375000 Penalty: 804.847717
	Iteration 42Q: 3 clusters Score -370591.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -370600.843750 Penalty: 804.847717
	Iteration 43Q: 3 clusters Score -370600.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -370607.500000 Penalty: 804.847717
	Iteration 44Q: 3 clusters Score -370607.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -370612.218750 Penalty: 804.847717
	Iteration 45Q: 3 clusters Score -370612.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -370616.000000 Penalty: 804.847717
	Iteration 46Q: 3 clusters Score -370616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -370621.750000 Penalty: 804.847717
	Iteration 47Q: 3 clusters Score -370621.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -370626.375000 Penalty: 804.847717
	Iteration 48Q: 3 clusters Score -370626.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -370629.406250 Penalty: 804.847717
	Iteration 49Q: 3 clusters Score -370629.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -370632.031250 Penalty: 804.847717
	Iteration 50Q: 3 clusters Score -370632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -370635.437500 Penalty: 804.847717
	Iteration 51Q: 3 clusters Score -370635.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -370637.093750 Penalty: 804.847717
	Iteration 52Q: 3 clusters Score -370637.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -370637.843750 Penalty: 804.847717
	Iteration 53Q: 3 clusters Score -370637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -370638.125000 Penalty: 804.847717
	Iteration 54Q: 3 clusters Score -370638.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -370639.500000 Penalty: 804.847717
	Iteration 55Q: 3 clusters Score -370639.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -370640.250000 Penalty: 804.847717
	Iteration 56Q: 3 clusters Score -370640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -370639.968750 Penalty: 804.847717
	Iteration 57Q: 3 clusters Score -370640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -370640.968750 Penalty: 804.847717
	Iteration 58Q: 3 clusters Score -370641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -370641.625000 Penalty: 804.847717
	Iteration 59Q: 3 clusters Score -370641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -370641.625000 Penalty: 804.847717
	Iteration 60F: 3 clusters Score -370641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -370640.937500 Penalty: 804.847717
	Iteration 61Q: 3 clusters Score -370640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -370641.093750 Penalty: 804.847717
	Iteration 62Q: 3 clusters Score -370641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -370640.750000 Penalty: 804.847717
	Iteration 63Q: 3 clusters Score -370640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -370641.093750 Penalty: 804.847717
	Iteration 64Q: 3 clusters Score -370641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -370641.718750 Penalty: 804.847717
	Iteration 65Q: 3 clusters Score -370641.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -370642.593750 Penalty: 804.847717
	Iteration 66Q: 3 clusters Score -370642.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -370642.593750 Penalty: 804.847717
	Iteration 67F: 3 clusters Score -370642.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -5707.045410 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -5707.045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5480.008789 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -5480.009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5540.773926 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -5540.774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5554.089355 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -5554.089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5560.746582 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -5560.747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5561.133789 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -5561.134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5561.133789 Penalty: 455.967834
	Iteration 5F: 3 clusters Score -5561.134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -23562.835938 Penalty: 276.740967
	Iteration 0F: 2 clusters Score -23562.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23121.568359 Penalty: 553.481934
	Iteration 0F: 3 clusters Score -23121.57 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23296.332031 Penalty: 553.481934
	Iteration 1F: 3 clusters Score -23296.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23355.796875 Penalty: 553.481934
	Iteration 2F: 3 clusters Score -23355.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23387.439453 Penalty: 553.481934
	Iteration 3F: 3 clusters Score -23387.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23407.798828 Penalty: 553.481934
	Iteration 4Q: 3 clusters Score -23407.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23422.742188 Penalty: 553.481934
	Iteration 5Q: 3 clusters Score -23422.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23430.191406 Penalty: 553.481934
	Iteration 6Q: 3 clusters Score -23430.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23438.582031 Penalty: 553.481934
	Iteration 7Q: 3 clusters Score -23438.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23462.253906 Penalty: 553.481934
	Iteration 8Q: 3 clusters Score -23462.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23477.970703 Penalty: 553.481934
	Iteration 9Q: 3 clusters Score -23477.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23484.750000 Penalty: 553.481934
	Iteration 10Q: 3 clusters Score -23484.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23485.763672 Penalty: 553.481934
	Iteration 11Q: 3 clusters Score -23485.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23485.763672 Penalty: 553.481934
	Iteration 12F: 3 clusters Score -23485.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -15827.697266 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -15827.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15475.856445 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -15475.86 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15693.044922 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -15693.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15763.427734 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -15763.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15793.349609 Penalty: 518.129639
	Iteration 3Q: 3 clusters Score -15793.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15814.111328 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -15814.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15836.973633 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -15836.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15845.577148 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -15845.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15853.215820 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -15853.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15853.215820 Penalty: 518.129639
	Iteration 8F: 3 clusters Score -15853.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 37404 members 
Mstep: Class 8 contains 155 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 836 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 102486 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 219 members 
Mstep: Class 28 contains 5983 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 60 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2498 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 649 members 
Mstep: Class 57 contains 477 members 
Mstep: Class 58 contains 78 members 
Entering Unmasked Estep 
Score: -10138330.000000 Penalty: 32058.470703
Splitting cluster 27 changes total score from -10137846.000000 to -10138330.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 28 (5983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Entering Unmasked Estep 
Score: -310834.093750 Penalty: 395.698822
	Iteration 0F: 2 clusters Score -310834.1 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 2984 members 
Entering Unmasked Estep 
Score: -306825.000000 Penalty: 791.397644
	Iteration 0F: 3 clusters Score -306825 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -308906.312500 Penalty: 791.397644
	Iteration 1F: 3 clusters Score -308906.3 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -309670.750000 Penalty: 791.397644
	Iteration 2F: 3 clusters Score -309670.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -310197.718750 Penalty: 791.397644
	Iteration 3F: 3 clusters Score -310197.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -310579.593750 Penalty: 791.397644
	Iteration 4F: 3 clusters Score -310579.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -310808.125000 Penalty: 791.397644
	Iteration 5F: 3 clusters Score -310808.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -310949.593750 Penalty: 791.397644
	Iteration 6Q: 3 clusters Score -310949.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -311022.312500 Penalty: 791.397644
	Iteration 7Q: 3 clusters Score -311022.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -311075.406250 Penalty: 791.397644
	Iteration 8Q: 3 clusters Score -311075.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -311127.031250 Penalty: 791.397644
	Iteration 9Q: 3 clusters Score -311127 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -311169.000000 Penalty: 791.397644
	Iteration 10Q: 3 clusters Score -311169 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -311202.500000 Penalty: 791.397644
	Iteration 11Q: 3 clusters Score -311202.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -311237.156250 Penalty: 791.397644
	Iteration 12Q: 3 clusters Score -311237.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -311256.312500 Penalty: 791.397644
	Iteration 13Q: 3 clusters Score -311256.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -311271.156250 Penalty: 791.397644
	Iteration 14Q: 3 clusters Score -311271.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -311281.656250 Penalty: 791.397644
	Iteration 15Q: 3 clusters Score -311281.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -311288.875000 Penalty: 791.397644
	Iteration 16Q: 3 clusters Score -311288.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -311295.437500 Penalty: 791.397644
	Iteration 17Q: 3 clusters Score -311295.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -311299.843750 Penalty: 791.397644
	Iteration 18Q: 3 clusters Score -311299.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -311304.062500 Penalty: 791.397644
	Iteration 19Q: 3 clusters Score -311304.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -311307.062500 Penalty: 791.397644
	Iteration 20F: 3 clusters Score -311307.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -311309.750000 Penalty: 791.397644
	Iteration 21Q: 3 clusters Score -311309.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -311310.437500 Penalty: 791.397644
	Iteration 22Q: 3 clusters Score -311310.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -311311.281250 Penalty: 791.397644
	Iteration 23Q: 3 clusters Score -311311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -311312.437500 Penalty: 791.397644
	Iteration 24Q: 3 clusters Score -311312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -311313.656250 Penalty: 791.397644
	Iteration 25Q: 3 clusters Score -311313.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -311314.156250 Penalty: 791.397644
	Iteration 26Q: 3 clusters Score -311314.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -311314.250000 Penalty: 791.397644
	Iteration 27Q: 3 clusters Score -311314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -311315.312500 Penalty: 791.397644
	Iteration 28Q: 3 clusters Score -311315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -311315.812500 Penalty: 791.397644
	Iteration 29Q: 3 clusters Score -311315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -311316.500000 Penalty: 791.397644
	Iteration 30Q: 3 clusters Score -311316.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -311317.718750 Penalty: 791.397644
	Iteration 31Q: 3 clusters Score -311317.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -311316.687500 Penalty: 791.397644
	Iteration 32Q: 3 clusters Score -311316.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -311316.906250 Penalty: 791.397644
	Iteration 33Q: 3 clusters Score -311316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -311316.968750 Penalty: 791.397644
	Iteration 34Q: 3 clusters Score -311317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -311316.968750 Penalty: 791.397644
	Iteration 35F: 3 clusters Score -311317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 37404 members 
Mstep: Class 8 contains 155 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 836 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 102486 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 219 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 60 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2498 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 649 members 
Mstep: Class 57 contains 477 members 
Mstep: Class 58 contains 78 members 
Mstep: Class 59 contains 4938 members 
Entering Unmasked Estep 
Score: -10138658.000000 Penalty: 32611.203125
Splitting cluster 28 changes total score from -10137846.000000 to -10138658.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 29 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -11200.089844 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -11200.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10919.351562 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -10919.35 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11071.156250 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -11071.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11163.338867 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -11163.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11225.032227 Penalty: 489.570648
	Iteration 3F: 3 clusters Score -11225.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11246.330078 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -11246.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11273.812500 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -11273.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11280.793945 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -11280.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11280.793945 Penalty: 489.570648
	Iteration 7F: 3 clusters Score -11280.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 37404 members 
Mstep: Class 8 contains 155 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 836 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 102486 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 219 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 79 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 60 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2498 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 649 members 
Mstep: Class 57 contains 477 members 
Mstep: Class 58 contains 78 members 
Mstep: Class 59 contains 4938 members 
Mstep: Class 60 contains 138 members 
Entering Unmasked Estep 
Score: -10138442.000000 Penalty: 33163.933594
Splitting cluster 29 changes total score from -10137846.000000 to -10138442.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 30 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -69821.273438 Penalty: 326.623810
	Iteration 0F: 2 clusters Score -69821.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -68806.664062 Penalty: 653.247620
	Iteration 0F: 3 clusters Score -68806.66 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -69148.109375 Penalty: 653.247620
	Iteration 1F: 3 clusters Score -69148.11 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -69273.250000 Penalty: 653.247620
	Iteration 2F: 3 clusters Score -69273.25 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -69376.085938 Penalty: 653.247620
	Iteration 3F: 3 clusters Score -69376.09 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -69447.656250 Penalty: 653.247620
	Iteration 4F: 3 clusters Score -69447.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -69487.710938 Penalty: 653.247620
	Iteration 5Q: 3 clusters Score -69487.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -69514.140625 Penalty: 653.247620
	Iteration 6Q: 3 clusters Score -69514.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -69530.109375 Penalty: 653.247620
	Iteration 7Q: 3 clusters Score -69530.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -69541.937500 Penalty: 653.247620
	Iteration 8Q: 3 clusters Score -69541.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -69548.617188 Penalty: 653.247620
	Iteration 9Q: 3 clusters Score -69548.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -69554.507812 Penalty: 653.247620
	Iteration 10Q: 3 clusters Score -69554.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -69559.312500 Penalty: 653.247620
	Iteration 11Q: 3 clusters Score -69559.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -69562.492188 Penalty: 653.247620
	Iteration 12Q: 3 clusters Score -69562.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -69564.617188 Penalty: 653.247620
	Iteration 13Q: 3 clusters Score -69564.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -69567.679688 Penalty: 653.247620
	Iteration 14Q: 3 clusters Score -69567.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -69571.875000 Penalty: 653.247620
	Iteration 15Q: 3 clusters Score -69571.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -69579.664062 Penalty: 653.247620
	Iteration 16Q: 3 clusters Score -69579.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -69583.570312 Penalty: 653.247620
	Iteration 17Q: 3 clusters Score -69583.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -69588.484375 Penalty: 653.247620
	Iteration 18Q: 3 clusters Score -69588.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -69591.929688 Penalty: 653.247620
	Iteration 19Q: 3 clusters Score -69591.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -69595.085938 Penalty: 653.247620
	Iteration 20F: 3 clusters Score -69595.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -69596.554688 Penalty: 653.247620
	Iteration 21Q: 3 clusters Score -69596.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -69597.226562 Penalty: 653.247620
	Iteration 22Q: 3 clusters Score -69597.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -69597.429688 Penalty: 653.247620
	Iteration 23Q: 3 clusters Score -69597.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -69597.429688 Penalty: 653.247620
	Iteration 24F: 3 clusters Score -69597.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -8328.682617 Penalty: 258.447845
	Iteration 0F: 2 clusters Score -8328.683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7980.942383 Penalty: 516.895691
	Iteration 0F: 3 clusters Score -7980.942 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8079.580566 Penalty: 516.895691
	Iteration 1F: 3 clusters Score -8079.581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8113.405273 Penalty: 516.895691
	Iteration 2F: 3 clusters Score -8113.405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8144.621094 Penalty: 516.895691
	Iteration 3F: 3 clusters Score -8144.621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8166.377930 Penalty: 516.895691
	Iteration 4Q: 3 clusters Score -8166.378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8188.636719 Penalty: 516.895691
	Iteration 5Q: 3 clusters Score -8188.637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8196.096680 Penalty: 516.895691
	Iteration 6Q: 3 clusters Score -8196.097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8202.527344 Penalty: 516.895691
	Iteration 7Q: 3 clusters Score -8202.527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8203.999023 Penalty: 516.895691
	Iteration 8Q: 3 clusters Score -8203.999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8205.400391 Penalty: 516.895691
	Iteration 9Q: 3 clusters Score -8205.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8206.046875 Penalty: 516.895691
	Iteration 10Q: 3 clusters Score -8206.047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8206.046875 Penalty: 516.895691
	Iteration 11F: 3 clusters Score -8206.047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Entering Unmasked Estep 
Score: -582669.562500 Penalty: 419.864319
	Iteration 0F: 2 clusters Score -582669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -575885.687500 Penalty: 839.728638
	Iteration 0F: 3 clusters Score -575885.7 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -578650.250000 Penalty: 839.728638
	Iteration 1F: 3 clusters Score -578650.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -578954.625000 Penalty: 839.728638
	Iteration 2F: 3 clusters Score -578954.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -579338.875000 Penalty: 839.728638
	Iteration 3F: 3 clusters Score -579338.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -579887.062500 Penalty: 839.728638
	Iteration 4F: 3 clusters Score -579887.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -580470.062500 Penalty: 839.728638
	Iteration 5F: 3 clusters Score -580470.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -580881.187500 Penalty: 839.728638
	Iteration 6F: 3 clusters Score -580881.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -581076.500000 Penalty: 839.728638
	Iteration 7Q: 3 clusters Score -581076.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -581166.312500 Penalty: 839.728638
	Iteration 8Q: 3 clusters Score -581166.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -581226.625000 Penalty: 839.728638
	Iteration 9Q: 3 clusters Score -581226.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -581272.500000 Penalty: 839.728638
	Iteration 10Q: 3 clusters Score -581272.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -581313.187500 Penalty: 839.728638
	Iteration 11Q: 3 clusters Score -581313.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -581357.125000 Penalty: 839.728638
	Iteration 12Q: 3 clusters Score -581357.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -581409.437500 Penalty: 839.728638
	Iteration 13Q: 3 clusters Score -581409.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -581459.312500 Penalty: 839.728638
	Iteration 14Q: 3 clusters Score -581459.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -581506.187500 Penalty: 839.728638
	Iteration 15Q: 3 clusters Score -581506.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -581548.187500 Penalty: 839.728638
	Iteration 16Q: 3 clusters Score -581548.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -581581.062500 Penalty: 839.728638
	Iteration 17Q: 3 clusters Score -581581.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -581622.750000 Penalty: 839.728638
	Iteration 18Q: 3 clusters Score -581622.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -581660.062500 Penalty: 839.728638
	Iteration 19Q: 3 clusters Score -581660.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -581687.062500 Penalty: 839.728638
	Iteration 20F: 3 clusters Score -581687.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -581714.812500 Penalty: 839.728638
	Iteration 21Q: 3 clusters Score -581714.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -581742.125000 Penalty: 839.728638
	Iteration 22Q: 3 clusters Score -581742.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -581774.125000 Penalty: 839.728638
	Iteration 23Q: 3 clusters Score -581774.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -581796.062500 Penalty: 839.728638
	Iteration 24Q: 3 clusters Score -581796.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -581817.000000 Penalty: 839.728638
	Iteration 25Q: 3 clusters Score -581817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -581837.062500 Penalty: 839.728638
	Iteration 26Q: 3 clusters Score -581837.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -581856.625000 Penalty: 839.728638
	Iteration 27Q: 3 clusters Score -581856.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -581872.937500 Penalty: 839.728638
	Iteration 28Q: 3 clusters Score -581872.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -581885.375000 Penalty: 839.728638
	Iteration 29Q: 3 clusters Score -581885.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -581895.687500 Penalty: 839.728638
	Iteration 30Q: 3 clusters Score -581895.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -581908.375000 Penalty: 839.728638
	Iteration 31Q: 3 clusters Score -581908.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -581921.750000 Penalty: 839.728638
	Iteration 32Q: 3 clusters Score -581921.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -581935.812500 Penalty: 839.728638
	Iteration 33Q: 3 clusters Score -581935.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -581947.625000 Penalty: 839.728638
	Iteration 34Q: 3 clusters Score -581947.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -581963.312500 Penalty: 839.728638
	Iteration 35Q: 3 clusters Score -581963.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -581984.312500 Penalty: 839.728638
	Iteration 36Q: 3 clusters Score -581984.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -582009.062500 Penalty: 839.728638
	Iteration 37Q: 3 clusters Score -582009.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -582042.125000 Penalty: 839.728638
	Iteration 38Q: 3 clusters Score -582042.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -582089.187500 Penalty: 839.728638
	Iteration 39Q: 3 clusters Score -582089.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -582127.562500 Penalty: 839.728638
	Iteration 40F: 3 clusters Score -582127.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -582164.125000 Penalty: 839.728638
	Iteration 41Q: 3 clusters Score -582164.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -582197.250000 Penalty: 839.728638
	Iteration 42Q: 3 clusters Score -582197.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -582224.750000 Penalty: 839.728638
	Iteration 43Q: 3 clusters Score -582224.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -582248.750000 Penalty: 839.728638
	Iteration 44Q: 3 clusters Score -582248.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -582273.562500 Penalty: 839.728638
	Iteration 45Q: 3 clusters Score -582273.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -582296.750000 Penalty: 839.728638
	Iteration 46Q: 3 clusters Score -582296.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -582329.000000 Penalty: 839.728638
	Iteration 47Q: 3 clusters Score -582329 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -582362.062500 Penalty: 839.728638
	Iteration 48Q: 3 clusters Score -582362.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -582391.437500 Penalty: 839.728638
	Iteration 49Q: 3 clusters Score -582391.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -582426.875000 Penalty: 839.728638
	Iteration 50Q: 3 clusters Score -582426.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -582447.187500 Penalty: 839.728638
	Iteration 51Q: 3 clusters Score -582447.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -582459.875000 Penalty: 839.728638
	Iteration 52Q: 3 clusters Score -582459.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -582473.312500 Penalty: 839.728638
	Iteration 53Q: 3 clusters Score -582473.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -582488.062500 Penalty: 839.728638
	Iteration 54Q: 3 clusters Score -582488.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -582499.250000 Penalty: 839.728638
	Iteration 55Q: 3 clusters Score -582499.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -582507.250000 Penalty: 839.728638
	Iteration 56Q: 3 clusters Score -582507.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -582518.937500 Penalty: 839.728638
	Iteration 57Q: 3 clusters Score -582518.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -582525.750000 Penalty: 839.728638
	Iteration 58Q: 3 clusters Score -582525.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -582530.562500 Penalty: 839.728638
	Iteration 59Q: 3 clusters Score -582530.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -582535.812500 Penalty: 839.728638
	Iteration 60F: 3 clusters Score -582535.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -582538.562500 Penalty: 839.728638
	Iteration 61Q: 3 clusters Score -582538.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -582540.375000 Penalty: 839.728638
	Iteration 62Q: 3 clusters Score -582540.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -582542.937500 Penalty: 839.728638
	Iteration 63Q: 3 clusters Score -582542.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -582546.875000 Penalty: 839.728638
	Iteration 64Q: 3 clusters Score -582546.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -582551.437500 Penalty: 839.728638
	Iteration 65Q: 3 clusters Score -582551.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -582560.125000 Penalty: 839.728638
	Iteration 66Q: 3 clusters Score -582560.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -582567.500000 Penalty: 839.728638
	Iteration 67Q: 3 clusters Score -582567.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -582576.250000 Penalty: 839.728638
	Iteration 68Q: 3 clusters Score -582576.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -582584.250000 Penalty: 839.728638
	Iteration 69Q: 3 clusters Score -582584.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -582588.625000 Penalty: 839.728638
	Iteration 70Q: 3 clusters Score -582588.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -582596.062500 Penalty: 839.728638
	Iteration 71Q: 3 clusters Score -582596.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -582597.625000 Penalty: 839.728638
	Iteration 72Q: 3 clusters Score -582597.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -582599.062500 Penalty: 839.728638
	Iteration 73Q: 3 clusters Score -582599.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -582599.500000 Penalty: 839.728638
	Iteration 74Q: 3 clusters Score -582599.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -582601.375000 Penalty: 839.728638
	Iteration 75Q: 3 clusters Score -582601.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -582602.312500 Penalty: 839.728638
	Iteration 76Q: 3 clusters Score -582602.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -582603.125000 Penalty: 839.728638
	Iteration 77Q: 3 clusters Score -582603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -582603.812500 Penalty: 839.728638
	Iteration 78Q: 3 clusters Score -582603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -582603.812500 Penalty: 839.728638
	Iteration 79F: 3 clusters Score -582603.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6429.389160 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6429.389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6183.548340 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -6183.548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6258.594238 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6258.594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6287.107910 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -6287.108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6322.451660 Penalty: 447.051605
	Iteration 3F: 3 clusters Score -6322.452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6335.807129 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6335.807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6340.526367 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6340.526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6343.502441 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -6343.502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6343.502441 Penalty: 447.051605
	Iteration 7F: 3 clusters Score -6343.502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -11464.312500 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -11464.31 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 143 members 
Entering Unmasked Estep 
Score: -11100.366211 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -11100.37 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11184.074219 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -11184.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11216.476562 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -11216.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11238.830078 Penalty: 524.917236
	Iteration 3Q: 3 clusters Score -11238.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11253.365234 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -11253.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11265.466797 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -11265.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11270.824219 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -11270.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11273.119141 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -11273.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11275.602539 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -11275.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11275.602539 Penalty: 524.917236
	Iteration 9F: 3 clusters Score -11275.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6610.106445 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6610.106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6380.328613 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6380.329 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6461.477539 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6461.478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6498.736816 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6498.737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6528.844238 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -6528.844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6541.747070 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6541.747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6562.250977 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -6562.251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6591.628906 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -6591.629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6627.892090 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -6627.892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6627.892090 Penalty: 448.380096
	Iteration 8F: 3 clusters Score -6627.892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 37404 members 
Mstep: Class 8 contains 155 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 836 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 102486 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 219 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 79 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 60 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2498 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 649 members 
Mstep: Class 57 contains 477 members 
Mstep: Class 58 contains 78 members 
Mstep: Class 59 contains 4938 members 
Mstep: Class 60 contains 138 members 
Mstep: Class 61 contains 89 members 
Entering Unmasked Estep 
Score: -10138133.000000 Penalty: 33716.667969
Splitting cluster 35 changes total score from -10137846.000000 to -10138133.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 36 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10386.613281 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -10386.61 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 99 members 
Entering Unmasked Estep 
Score: -10121.276367 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -10121.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10204.954102 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -10204.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10226.425781 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -10226.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10233.500977 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -10233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10236.286133 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -10236.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10242.882812 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -10242.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10253.342773 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -10253.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10257.730469 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -10257.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10267.596680 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -10267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10297.064453 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -10297.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10320.950195 Penalty: 477.479187
	Iteration 10Q: 3 clusters Score -10320.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10328.359375 Penalty: 477.479187
	Iteration 11Q: 3 clusters Score -10328.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10340.662109 Penalty: 477.479187
	Iteration 12Q: 3 clusters Score -10340.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10354.782227 Penalty: 477.479187
	Iteration 13Q: 3 clusters Score -10354.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10376.297852 Penalty: 477.479187
	Iteration 14Q: 3 clusters Score -10376.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10401.401367 Penalty: 477.479187
	Iteration 15Q: 3 clusters Score -10401.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10412.108398 Penalty: 477.479187
	Iteration 16Q: 3 clusters Score -10412.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10426.443359 Penalty: 477.479187
	Iteration 17Q: 3 clusters Score -10426.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10430.369141 Penalty: 477.479187
	Iteration 18Q: 3 clusters Score -10430.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10439.477539 Penalty: 477.479187
	Iteration 19Q: 3 clusters Score -10439.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10439.477539 Penalty: 477.479187
	Iteration 20F: 3 clusters Score -10439.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 37404 members 
Mstep: Class 8 contains 155 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 836 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 102486 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 219 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 79 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 60 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2498 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 649 members 
Mstep: Class 57 contains 477 members 
Mstep: Class 58 contains 78 members 
Mstep: Class 59 contains 4938 members 
Mstep: Class 60 contains 138 members 
Mstep: Class 61 contains 89 members 
Mstep: Class 62 contains 111 members 
Entering Unmasked Estep 
Score: -10137873.000000 Penalty: 34269.398438
Splitting cluster 36 changes total score from -10137846.000000 to -10137873.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 37 (71 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Entering Unmasked Estep 
Score: -3772.653564 Penalty: 193.951935
	Iteration 0F: 2 clusters Score -3772.654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3611.251953 Penalty: 387.903870
	Iteration 0F: 3 clusters Score -3611.252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3642.422852 Penalty: 387.903870
	Iteration 1F: 3 clusters Score -3642.423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3643.770752 Penalty: 387.903870
	Iteration 2Q: 3 clusters Score -3643.771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3643.770752 Penalty: 387.903870
	Iteration 3F: 3 clusters Score -3643.771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -2067.128418 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -2067.128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1839.202637 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -1839.203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1929.262207 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -1929.262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1981.646606 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -1981.647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2018.034668 Penalty: 442.242920
	Iteration 3F: 3 clusters Score -2018.035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2040.176147 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -2040.176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2062.749512 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -2062.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2068.139160 Penalty: 442.242920
	Iteration 6Q: 3 clusters Score -2068.139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2068.139160 Penalty: 442.242920
	Iteration 7F: 3 clusters Score -2068.139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 37404 members 
Mstep: Class 8 contains 155 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 836 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 102486 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 219 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 79 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 54 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 60 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2498 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 559 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 649 members 
Mstep: Class 57 contains 477 members 
Mstep: Class 58 contains 78 members 
Mstep: Class 59 contains 4938 members 
Mstep: Class 60 contains 138 members 
Mstep: Class 61 contains 89 members 
Mstep: Class 62 contains 111 members 
Mstep: Class 63 contains 75 members 
Entering Unmasked Estep 
Score: -10137544.000000 Penalty: 34822.132812
Splitting cluster 38 changes total score from -10137846.000000 to -10137544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -8031.239258 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -8031.239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7764.693359 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -7764.693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7814.628418 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -7814.628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7833.002441 Penalty: 469.995514
	Iteration 2F: 3 clusters Score -7833.002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7840.361816 Penalty: 469.995514
	Iteration 3Q: 3 clusters Score -7840.362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7844.177734 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -7844.178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7846.672852 Penalty: 469.995514
	Iteration 5Q: 3 clusters Score -7846.673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7847.446289 Penalty: 469.995514
	Iteration 6Q: 3 clusters Score -7847.446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7848.159180 Penalty: 469.995514
	Iteration 7Q: 3 clusters Score -7848.159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7848.895020 Penalty: 469.995514
	Iteration 8Q: 3 clusters Score -7848.895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7849.366211 Penalty: 469.995514
	Iteration 9Q: 3 clusters Score -7849.366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7849.946289 Penalty: 469.995514
	Iteration 10Q: 3 clusters Score -7849.946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7851.450684 Penalty: 469.995514
	Iteration 11Q: 3 clusters Score -7851.451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7856.046387 Penalty: 469.995514
	Iteration 12Q: 3 clusters Score -7856.046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7859.563965 Penalty: 469.995514
	Iteration 13Q: 3 clusters Score -7859.564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7861.527344 Penalty: 469.995514
	Iteration 14Q: 3 clusters Score -7861.527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7861.527344 Penalty: 469.995514
	Iteration 15F: 3 clusters Score -7861.527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3640.156738 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3640.157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3457.527832 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3457.528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3482.965576 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3482.966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -4576.363770 Penalty: 212.613708
	Iteration 0F: 2 clusters Score -4576.364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4364.580566 Penalty: 425.227417
	Iteration 0F: 3 clusters Score -4364.581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4396.183105 Penalty: 425.227417
	Iteration 1F: 3 clusters Score -4396.183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4415.431641 Penalty: 425.227417
	Iteration 2F: 3 clusters Score -4415.432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4421.343750 Penalty: 425.227417
	Iteration 3Q: 3 clusters Score -4421.344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4425.291992 Penalty: 425.227417
	Iteration 4Q: 3 clusters Score -4425.292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4425.291992 Penalty: 425.227417
	Iteration 5F: 3 clusters Score -4425.292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -11505.295898 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -11505.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11177.911133 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -11177.91 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11275.351562 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -11275.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11319.579102 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -11319.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11358.283203 Penalty: 493.670471
	Iteration 3F: 3 clusters Score -11358.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11398.192383 Penalty: 493.670471
	Iteration 4F: 3 clusters Score -11398.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11442.627930 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -11442.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11483.785156 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -11483.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11494.451172 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -11494.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11497.859375 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -11497.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11498.751953 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -11498.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11498.751953 Penalty: 493.670471
	Iteration 10F: 3 clusters Score -11498.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -131023.125000 Penalty: 355.957672
	Iteration 0F: 2 clusters Score -131023.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -129296.343750 Penalty: 711.915344
	Iteration 0F: 3 clusters Score -129296.3 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -130201.820312 Penalty: 711.915344
	Iteration 1F: 3 clusters Score -130201.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -130398.601562 Penalty: 711.915344
	Iteration 2F: 3 clusters Score -130398.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -130546.398438 Penalty: 711.915344
	Iteration 3F: 3 clusters Score -130546.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -130701.398438 Penalty: 711.915344
	Iteration 4F: 3 clusters Score -130701.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -130806.164062 Penalty: 711.915344
	Iteration 5Q: 3 clusters Score -130806.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -130855.015625 Penalty: 711.915344
	Iteration 6Q: 3 clusters Score -130855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -130889.023438 Penalty: 711.915344
	Iteration 7Q: 3 clusters Score -130889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -130906.234375 Penalty: 711.915344
	Iteration 8Q: 3 clusters Score -130906.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -130919.664062 Penalty: 711.915344
	Iteration 9Q: 3 clusters Score -130919.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -130928.351562 Penalty: 711.915344
	Iteration 10Q: 3 clusters Score -130928.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -130932.710938 Penalty: 711.915344
	Iteration 11Q: 3 clusters Score -130932.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -130935.476562 Penalty: 711.915344
	Iteration 12Q: 3 clusters Score -130935.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -130937.781250 Penalty: 711.915344
	Iteration 13Q: 3 clusters Score -130937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -130940.656250 Penalty: 711.915344
	Iteration 14Q: 3 clusters Score -130940.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -130943.203125 Penalty: 711.915344
	Iteration 15Q: 3 clusters Score -130943.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -130945.500000 Penalty: 711.915344
	Iteration 16Q: 3 clusters Score -130945.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -130948.046875 Penalty: 711.915344
	Iteration 17Q: 3 clusters Score -130948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -130949.203125 Penalty: 711.915344
	Iteration 18Q: 3 clusters Score -130949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -130949.664062 Penalty: 711.915344
	Iteration 19Q: 3 clusters Score -130949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -130950.648438 Penalty: 711.915344
	Iteration 20F: 3 clusters Score -130950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -130950.851562 Penalty: 711.915344
	Iteration 21Q: 3 clusters Score -130950.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -130951.000000 Penalty: 711.915344
	Iteration 22Q: 3 clusters Score -130951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -130951.328125 Penalty: 711.915344
	Iteration 23Q: 3 clusters Score -130951.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -130951.546875 Penalty: 711.915344
	Iteration 24Q: 3 clusters Score -130951.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -130952.500000 Penalty: 711.915344
	Iteration 25Q: 3 clusters Score -130952.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -130953.023438 Penalty: 711.915344
	Iteration 26Q: 3 clusters Score -130953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -130953.023438 Penalty: 711.915344
	Iteration 27F: 3 clusters Score -130953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -10136.820312 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -10136.82 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 93 members 
Entering Unmasked Estep 
Score: -9871.826172 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9871.826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9944.381836 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9944.382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9979.375000 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9979.375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9988.880859 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -9988.881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9993.167969 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9993.168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9993.167969 Penalty: 479.842987
	Iteration 5F: 3 clusters Score -9993.168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -16290.351562 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -16290.35 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 174 members 
Entering Unmasked Estep 
Score: -15912.808594 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -15912.81 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16087.469727 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -16087.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16162.975586 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -16162.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16181.195312 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -16181.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16199.766602 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -16199.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16203.739258 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -16203.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16205.795898 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -16205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16205.795898 Penalty: 534.618713
	Iteration 7F: 3 clusters Score -16205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -35474.703125 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -35474.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -34878.433594 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -34878.43 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35015.617188 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -35015.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -35042.417969 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -35042.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35054.058594 Penalty: 590.517639
	Iteration 3Q: 3 clusters Score -35054.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35061.679688 Penalty: 590.517639
	Iteration 4Q: 3 clusters Score -35061.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -35068.640625 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -35068.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35074.335938 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -35074.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35082.335938 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -35082.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35087.984375 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -35087.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35093.667969 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -35093.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35102.585938 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -35102.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35108.191406 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -35108.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35116.226562 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -35116.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35118.835938 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -35118.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35121.007812 Penalty: 590.517639
	Iteration 14Q: 3 clusters Score -35121.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35122.570312 Penalty: 590.517639
	Iteration 15Q: 3 clusters Score -35122.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35123.542969 Penalty: 590.517639
	Iteration 16Q: 3 clusters Score -35123.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35125.050781 Penalty: 590.517639
	Iteration 17Q: 3 clusters Score -35125.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35126.261719 Penalty: 590.517639
	Iteration 18Q: 3 clusters Score -35126.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35126.261719 Penalty: 590.517639
	Iteration 19F: 3 clusters Score -35126.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -29772.996094 Penalty: 287.839813
	Iteration 0F: 2 clusters Score -29773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29244.287109 Penalty: 575.679626
	Iteration 0F: 3 clusters Score -29244.29 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29505.460938 Penalty: 575.679626
	Iteration 1F: 3 clusters Score -29505.46 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29679.878906 Penalty: 575.679626
	Iteration 2F: 3 clusters Score -29679.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29911.343750 Penalty: 575.679626
	Iteration 3F: 3 clusters Score -29911.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30033.605469 Penalty: 575.679626
	Iteration 4F: 3 clusters Score -30033.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30049.156250 Penalty: 575.679626
	Iteration 5Q: 3 clusters Score -30049.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30052.017578 Penalty: 575.679626
	Iteration 6Q: 3 clusters Score -30052.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30054.535156 Penalty: 575.679626
	Iteration 7Q: 3 clusters Score -30054.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30058.228516 Penalty: 575.679626
	Iteration 8Q: 3 clusters Score -30058.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30061.818359 Penalty: 575.679626
	Iteration 9Q: 3 clusters Score -30061.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30061.818359 Penalty: 575.679626
	Iteration 10F: 3 clusters Score -30061.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 37404 members 
Mstep: Class 8 contains 155 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 836 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 102486 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 219 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 79 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 60 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2498 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 300 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 649 members 
Mstep: Class 57 contains 477 members 
Mstep: Class 58 contains 78 members 
Mstep: Class 59 contains 4938 members 
Mstep: Class 60 contains 138 members 
Mstep: Class 61 contains 89 members 
Mstep: Class 62 contains 111 members 
Mstep: Class 63 contains 259 members 
Entering Unmasked Estep 
Score: -10137898.000000 Penalty: 34822.132812
Splitting cluster 48 changes total score from -10137846.000000 to -10137898.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 49 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5860.652344 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5860.652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5631.585449 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -5631.585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5687.837402 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5687.837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5700.121094 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -5700.121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5701.895020 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5701.895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5701.895020 Penalty: 428.567261
	Iteration 4F: 3 clusters Score -5701.895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -6454.811523 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -6454.812 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 109 members 
Entering Unmasked Estep 
Score: -6177.677734 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -6177.678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6270.137207 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -6270.137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6312.236328 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -6312.236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6343.407227 Penalty: 493.268707
	Iteration 3F: 3 clusters Score -6343.407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6359.993164 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -6359.993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6381.573242 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -6381.573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6386.482910 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -6386.483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6401.197266 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -6401.197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6406.361816 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -6406.362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6411.706055 Penalty: 493.268707
	Iteration 9Q: 3 clusters Score -6411.706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6415.109375 Penalty: 493.268707
	Iteration 10Q: 3 clusters Score -6415.109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6419.811035 Penalty: 493.268707
	Iteration 11Q: 3 clusters Score -6419.811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6423.167969 Penalty: 493.268707
	Iteration 12Q: 3 clusters Score -6423.168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6424.696777 Penalty: 493.268707
	Iteration 13Q: 3 clusters Score -6424.697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6425.168945 Penalty: 493.268707
	Iteration 14Q: 3 clusters Score -6425.169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6425.168945 Penalty: 493.268707
	Iteration 15F: 3 clusters Score -6425.169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -22773.900391 Penalty: 273.956573
	Iteration 0F: 2 clusters Score -22773.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22342.289062 Penalty: 547.913147
	Iteration 0F: 3 clusters Score -22342.29 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22507.986328 Penalty: 547.913147
	Iteration 1F: 3 clusters Score -22507.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22551.957031 Penalty: 547.913147
	Iteration 2F: 3 clusters Score -22551.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22568.892578 Penalty: 547.913147
	Iteration 3Q: 3 clusters Score -22568.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22579.675781 Penalty: 547.913147
	Iteration 4Q: 3 clusters Score -22579.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22583.660156 Penalty: 547.913147
	Iteration 5Q: 3 clusters Score -22583.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22585.935547 Penalty: 547.913147
	Iteration 6Q: 3 clusters Score -22585.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22590.634766 Penalty: 547.913147
	Iteration 7Q: 3 clusters Score -22590.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22592.763672 Penalty: 547.913147
	Iteration 8Q: 3 clusters Score -22592.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22595.177734 Penalty: 547.913147
	Iteration 9Q: 3 clusters Score -22595.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22595.177734 Penalty: 547.913147
	Iteration 10F: 3 clusters Score -22595.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -38186.402344 Penalty: 299.292694
	Iteration 0F: 2 clusters Score -38186.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37565.968750 Penalty: 598.585388
	Iteration 0F: 3 clusters Score -37565.97 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37817.070312 Penalty: 598.585388
	Iteration 1F: 3 clusters Score -37817.07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37914.710938 Penalty: 598.585388
	Iteration 2F: 3 clusters Score -37914.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37987.632812 Penalty: 598.585388
	Iteration 3F: 3 clusters Score -37987.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38025.199219 Penalty: 598.585388
	Iteration 4Q: 3 clusters Score -38025.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38044.308594 Penalty: 598.585388
	Iteration 5Q: 3 clusters Score -38044.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -38050.320312 Penalty: 598.585388
	Iteration 6Q: 3 clusters Score -38050.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -38055.031250 Penalty: 598.585388
	Iteration 7Q: 3 clusters Score -38055.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -38057.359375 Penalty: 598.585388
	Iteration 8Q: 3 clusters Score -38057.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -38060.910156 Penalty: 598.585388
	Iteration 9Q: 3 clusters Score -38060.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -38061.257812 Penalty: 598.585388
	Iteration 10Q: 3 clusters Score -38061.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -38061.617188 Penalty: 598.585388
	Iteration 11Q: 3 clusters Score -38061.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -38061.617188 Penalty: 598.585388
	Iteration 12F: 3 clusters Score -38061.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -21267.583984 Penalty: 275.690094
	Iteration 0F: 2 clusters Score -21267.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20828.515625 Penalty: 551.380188
	Iteration 0F: 3 clusters Score -20828.52 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20976.800781 Penalty: 551.380188
	Iteration 1F: 3 clusters Score -20976.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21064.527344 Penalty: 551.380188
	Iteration 2F: 3 clusters Score -21064.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21115.404297 Penalty: 551.380188
	Iteration 3F: 3 clusters Score -21115.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21151.244141 Penalty: 551.380188
	Iteration 4F: 3 clusters Score -21151.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21175.765625 Penalty: 551.380188
	Iteration 5Q: 3 clusters Score -21175.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21185.398438 Penalty: 551.380188
	Iteration 6Q: 3 clusters Score -21185.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21197.843750 Penalty: 551.380188
	Iteration 7Q: 3 clusters Score -21197.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21198.542969 Penalty: 551.380188
	Iteration 8Q: 3 clusters Score -21198.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21198.542969 Penalty: 551.380188
	Iteration 9F: 3 clusters Score -21198.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -16548.931641 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -16548.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16190.188477 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -16190.19 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16284.030273 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -16284.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16318.128906 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -16318.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16331.837891 Penalty: 518.129639
	Iteration 3Q: 3 clusters Score -16331.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16350.672852 Penalty: 518.129639
	Iteration 4F: 3 clusters Score -16350.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16377.397461 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -16377.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16397.978516 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -16397.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16413.953125 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -16413.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16432.281250 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -16432.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16460.562500 Penalty: 518.129639
	Iteration 9F: 3 clusters Score -16460.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16476.453125 Penalty: 518.129639
	Iteration 10F: 3 clusters Score -16476.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16489.898438 Penalty: 518.129639
	Iteration 11Q: 3 clusters Score -16489.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16507.578125 Penalty: 518.129639
	Iteration 12Q: 3 clusters Score -16507.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16521.228516 Penalty: 518.129639
	Iteration 13Q: 3 clusters Score -16521.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16521.697266 Penalty: 518.129639
	Iteration 14Q: 3 clusters Score -16521.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16521.697266 Penalty: 518.129639
	Iteration 15F: 3 clusters Score -16521.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -9226.969727 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -9226.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8961.543945 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8961.544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9008.831055 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -9008.831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9023.617188 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -9023.617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9027.973633 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -9027.974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9029.341797 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -9029.342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9029.341797 Penalty: 461.270294
	Iteration 5F: 3 clusters Score -9029.342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 37404 members 
Mstep: Class 8 contains 155 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 836 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 219 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 79 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2498 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 300 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 58. Lose 390.157959 but Gain 552.734375
Score: -10138492.000000 Penalty: 34269.398438
Iteration 119Q: 63 clusters Score -1.013849e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1528 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 37377 members 
Mstep: Class 8 contains 165 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 817 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 136 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 79 members 
Mstep: Class 23 contains 7030 members 
Mstep: Class 24 contains 102279 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 233 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1315 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10209 members 
Mstep: Class 33 contains 134 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 48 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 58 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2556 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 390 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 426 members 
Mstep: Class 52 contains 726 members 
Mstep: Class 53 contains 452 members 
Mstep: Class 54 contains 292 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 597 members 
Mstep: Class 57 contains 465 members 
Mstep: Class 59 contains 4813 members 
Mstep: Class 60 contains 137 members 
Mstep: Class 61 contains 89 members 
Mstep: Class 62 contains 111 members 
Mstep: Class 63 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 41. Lose 542.901428 but Gain 552.730469
Score: -10139030.000000 Penalty: 33716.667969
Iteration 120F: 62 clusters Score -1.013903e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 37297 members 
Mstep: Class 8 contains 170 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 954 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 803 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2914 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 136 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 77 members 
Mstep: Class 23 contains 7026 members 
Mstep: Class 24 contains 102279 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 84 members 
Mstep: Class 30 contains 1316 members 
Mstep: Class 31 contains 293 members 
Mstep: Class 32 contains 10213 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2516 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 432 members 
Mstep: Class 52 contains 709 members 
Mstep: Class 53 contains 470 members 
Mstep: Class 54 contains 292 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 594 members 
Mstep: Class 57 contains 465 members 
Mstep: Class 59 contains 4884 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 91 members 
Mstep: Class 62 contains 113 members 
Mstep: Class 63 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139387.000000 Penalty: 33716.667969
Iteration 121Q: 62 clusters Score -1.013939e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 233 members 
Mstep: Class 7 contains 37252 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 806 members 
Mstep: Class 16 contains 185 members 
Mstep: Class 17 contains 2919 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 211 members 
Mstep: Class 22 contains 77 members 
Mstep: Class 23 contains 7022 members 
Mstep: Class 24 contains 102268 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 1077 members 
Mstep: Class 29 contains 83 members 
Mstep: Class 30 contains 1315 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10221 members 
Mstep: Class 33 contains 132 members 
Mstep: Class 34 contains 319 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2484 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 402 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 433 members 
Mstep: Class 52 contains 708 members 
Mstep: Class 53 contains 483 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 588 members 
Mstep: Class 57 contains 463 members 
Mstep: Class 59 contains 4912 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 92 members 
Mstep: Class 62 contains 114 members 
Mstep: Class 63 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139493.000000 Penalty: 33716.667969
Iteration 122Q: 62 clusters Score -1.013949e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 37231 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 1171 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 952 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 808 members 
Mstep: Class 16 contains 183 members 
Mstep: Class 17 contains 2919 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 210 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7020 members 
Mstep: Class 24 contains 102244 members 
Mstep: Class 25 contains 151 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 252 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 83 members 
Mstep: Class 30 contains 1314 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10226 members 
Mstep: Class 33 contains 132 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2466 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 403 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 350 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 437 members 
Mstep: Class 52 contains 708 members 
Mstep: Class 53 contains 492 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 583 members 
Mstep: Class 57 contains 461 members 
Mstep: Class 59 contains 4926 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 92 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139572.000000 Penalty: 33716.667969
Iteration 123Q: 62 clusters Score -1.013957e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1452 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 2802 members 
Mstep: Class 6 contains 233 members 
Mstep: Class 7 contains 37202 members 
Mstep: Class 8 contains 183 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 948 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 183 members 
Mstep: Class 17 contains 2920 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 210 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7019 members 
Mstep: Class 24 contains 102219 members 
Mstep: Class 25 contains 151 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 253 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1314 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10231 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2452 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 357 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 442 members 
Mstep: Class 52 contains 704 members 
Mstep: Class 53 contains 492 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 461 members 
Mstep: Class 59 contains 4938 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 92 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139652.000000 Penalty: 33716.667969
Iteration 124Q: 62 clusters Score -1.013965e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 369 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 233 members 
Mstep: Class 7 contains 37176 members 
Mstep: Class 8 contains 183 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 773 members 
Mstep: Class 13 contains 947 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 812 members 
Mstep: Class 16 contains 183 members 
Mstep: Class 17 contains 2922 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 210 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7017 members 
Mstep: Class 24 contains 102207 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 254 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1314 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10237 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2449 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 408 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 366 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 445 members 
Mstep: Class 52 contains 701 members 
Mstep: Class 53 contains 493 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 574 members 
Mstep: Class 57 contains 460 members 
Mstep: Class 59 contains 4937 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 92 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139671.000000 Penalty: 33716.667969
Iteration 125Q: 62 clusters Score -1.013967e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 2879 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 37162 members 
Mstep: Class 8 contains 183 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 773 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 816 members 
Mstep: Class 16 contains 183 members 
Mstep: Class 17 contains 2921 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 210 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7016 members 
Mstep: Class 24 contains 102183 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1314 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10242 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2441 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 409 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 698 members 
Mstep: Class 53 contains 497 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 568 members 
Mstep: Class 57 contains 459 members 
Mstep: Class 59 contains 4937 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 92 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139689.000000 Penalty: 33716.667969
Iteration 126Q: 62 clusters Score -1.013969e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 2911 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37153 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 771 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 2920 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 210 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102163 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1314 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10244 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2439 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 410 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 374 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 695 members 
Mstep: Class 53 contains 502 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 559 members 
Mstep: Class 57 contains 457 members 
Mstep: Class 59 contains 4937 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 92 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139708.000000 Penalty: 33716.667969
Iteration 127Q: 62 clusters Score -1.013971e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37150 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 944 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 833 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 2917 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 209 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 102152 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1077 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1314 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10242 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2434 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 410 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 378 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 687 members 
Mstep: Class 53 contains 505 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 550 members 
Mstep: Class 57 contains 457 members 
Mstep: Class 59 contains 4944 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 92 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139738.000000 Penalty: 33716.667969
Iteration 128Q: 62 clusters Score -1.013974e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 2954 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37141 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 943 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 2917 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 209 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102140 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1315 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10239 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 410 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 382 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 674 members 
Mstep: Class 53 contains 506 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 540 members 
Mstep: Class 57 contains 457 members 
Mstep: Class 59 contains 4965 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139752.000000 Penalty: 33716.667969
Iteration 129Q: 62 clusters Score -1.013975e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37125 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 944 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 853 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 2918 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7016 members 
Mstep: Class 24 contains 102124 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1076 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1316 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10240 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2423 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 410 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 664 members 
Mstep: Class 53 contains 507 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 535 members 
Mstep: Class 57 contains 457 members 
Mstep: Class 59 contains 4979 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139761.000000 Penalty: 33716.667969
Iteration 130Q: 62 clusters Score -1.013976e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 2997 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37119 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 864 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 2918 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7019 members 
Mstep: Class 24 contains 102107 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1314 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10240 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2417 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 412 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 387 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 657 members 
Mstep: Class 53 contains 506 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 526 members 
Mstep: Class 57 contains 457 members 
Mstep: Class 59 contains 4990 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139754.000000 Penalty: 33716.667969
Iteration 131Q: 62 clusters Score -1.013975e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 3008 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37112 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 2918 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7019 members 
Mstep: Class 24 contains 102093 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1314 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2413 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 412 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 388 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 650 members 
Mstep: Class 53 contains 506 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 525 members 
Mstep: Class 57 contains 458 members 
Mstep: Class 59 contains 5006 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139792.000000 Penalty: 33716.667969
Iteration 132Q: 62 clusters Score -1.013979e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 3015 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37113 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 943 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 2918 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7017 members 
Mstep: Class 24 contains 102090 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1314 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10242 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2413 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 412 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 388 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 647 members 
Mstep: Class 53 contains 506 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 523 members 
Mstep: Class 57 contains 458 members 
Mstep: Class 59 contains 5015 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139790.000000 Penalty: 33716.667969
Iteration 133Q: 62 clusters Score -1.013979e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 3017 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37118 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 943 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 2917 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102090 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1314 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10240 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2406 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 412 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 388 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 645 members 
Mstep: Class 53 contains 506 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 520 members 
Mstep: Class 57 contains 459 members 
Mstep: Class 59 contains 5023 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139791.000000 Penalty: 33716.667969
Iteration 134Q: 62 clusters Score -1.013979e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37119 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 943 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 877 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 2918 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 102087 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1314 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10240 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2394 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 412 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 388 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 645 members 
Mstep: Class 53 contains 506 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 515 members 
Mstep: Class 57 contains 459 members 
Mstep: Class 59 contains 5031 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139778.000000 Penalty: 33716.667969
Iteration 135Q: 62 clusters Score -1.013978e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37120 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 942 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 877 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 2918 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7011 members 
Mstep: Class 24 contains 102087 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10242 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2382 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 413 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 388 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 645 members 
Mstep: Class 53 contains 507 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 515 members 
Mstep: Class 57 contains 459 members 
Mstep: Class 59 contains 5037 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139790.000000 Penalty: 33716.667969
Iteration 136Q: 62 clusters Score -1.013979e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37118 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 771 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 881 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 2918 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7011 members 
Mstep: Class 24 contains 102081 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10245 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2372 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 412 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 387 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 645 members 
Mstep: Class 53 contains 509 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 459 members 
Mstep: Class 59 contains 5047 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139782.000000 Penalty: 33716.667969
Iteration 137Q: 62 clusters Score -1.013978e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37114 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 772 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 2918 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7012 members 
Mstep: Class 24 contains 102079 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1077 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10245 members 
Mstep: Class 33 contains 130 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2352 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 413 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 389 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 645 members 
Mstep: Class 53 contains 510 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 459 members 
Mstep: Class 59 contains 5056 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139792.000000 Penalty: 33716.667969
Iteration 138Q: 62 clusters Score -1.013979e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 771 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 2918 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7014 members 
Mstep: Class 24 contains 102075 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1078 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10244 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2336 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 416 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 389 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 645 members 
Mstep: Class 53 contains 510 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 459 members 
Mstep: Class 59 contains 5068 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139802.000000 Penalty: 33716.667969
Iteration 139Q: 62 clusters Score -1.01398e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 772 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 2917 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1077 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10244 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2325 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 416 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 390 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 644 members 
Mstep: Class 53 contains 511 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 459 members 
Mstep: Class 59 contains 5078 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139821.000000 Penalty: 33716.667969
Iteration 140F: 62 clusters Score -1.013982e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37111 members 
Mstep: Class 8 contains 184 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 181 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1076 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2313 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 417 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 643 members 
Mstep: Class 53 contains 512 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 459 members 
Mstep: Class 59 contains 5083 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139834.000000 Penalty: 33716.667969
Iteration 141Q: 62 clusters Score -1.013983e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37111 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 773 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 179 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2299 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 417 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 644 members 
Mstep: Class 53 contains 514 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 459 members 
Mstep: Class 59 contains 5093 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139858.000000 Penalty: 33716.667969
Iteration 142Q: 62 clusters Score -1.013986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 392 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37111 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2292 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 418 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 643 members 
Mstep: Class 53 contains 518 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 458 members 
Mstep: Class 59 contains 5094 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139874.000000 Penalty: 33716.667969
Iteration 143Q: 62 clusters Score -1.013987e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 2281 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 418 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 643 members 
Mstep: Class 53 contains 519 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 457 members 
Mstep: Class 59 contains 5104 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139870.000000 Penalty: 33716.667969
Iteration 144Q: 62 clusters Score -1.013987e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 171 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1064 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 123 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 2269 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 417 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 520 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 457 members 
Mstep: Class 59 contains 5118 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139900.000000 Penalty: 33716.667969
Iteration 145Q: 62 clusters Score -1.01399e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 121 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 229 members 
Mstep: Class 44 contains 2260 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 417 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 393 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 638 members 
Mstep: Class 53 contains 520 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 457 members 
Mstep: Class 59 contains 5124 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139906.000000 Penalty: 33716.667969
Iteration 146Q: 62 clusters Score -1.013991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2251 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 417 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 638 members 
Mstep: Class 53 contains 521 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 457 members 
Mstep: Class 59 contains 5133 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139898.000000 Penalty: 33716.667969
Iteration 147Q: 62 clusters Score -1.01399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 417 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 640 members 
Mstep: Class 53 contains 523 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 457 members 
Mstep: Class 59 contains 5139 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139902.000000 Penalty: 33716.667969
Iteration 148Q: 62 clusters Score -1.01399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 410 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2231 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 418 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 642 members 
Mstep: Class 53 contains 523 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 457 members 
Mstep: Class 59 contains 5145 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139920.000000 Penalty: 33716.667969
Iteration 149Q: 62 clusters Score -1.013992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 230 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 260 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2227 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 418 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 643 members 
Mstep: Class 53 contains 523 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 457 members 
Mstep: Class 59 contains 5148 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139914.000000 Penalty: 33716.667969
Iteration 150Q: 62 clusters Score -1.013991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 643 members 
Mstep: Class 53 contains 523 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 456 members 
Mstep: Class 59 contains 5149 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139938.000000 Penalty: 33716.667969
Iteration 151Q: 62 clusters Score -1.013994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2219 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 641 members 
Mstep: Class 53 contains 523 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5152 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139940.000000 Penalty: 33716.667969
Iteration 152Q: 62 clusters Score -1.013994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1062 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2214 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 523 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5157 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139928.000000 Penalty: 33716.667969
Iteration 153Q: 62 clusters Score -1.013993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2210 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 523 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5160 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139930.000000 Penalty: 33716.667969
Iteration 154Q: 62 clusters Score -1.013993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2208 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5166 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139938.000000 Penalty: 33716.667969
Iteration 155Q: 62 clusters Score -1.013994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2207 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5167 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139948.000000 Penalty: 33716.667969
Iteration 156Q: 62 clusters Score -1.013995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2206 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5169 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139940.000000 Penalty: 33716.667969
Iteration 157Q: 62 clusters Score -1.013994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2205 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5170 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139940.000000 Penalty: 33716.667969
Iteration 158Q: 62 clusters Score -1.013994e+07 nChanged 1
Entering ConstructFrom: 
Score: -10139940.000000 Penalty: 33716.667969
Entering ConstructFrom: 
Trying to split cluster 1 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -5123.477051 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -5123.477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4933.487793 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4933.488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4985.882812 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4985.883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5011.980957 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -5011.981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5054.171875 Penalty: 437.165894
	Iteration 3F: 3 clusters Score -5054.172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5070.019043 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -5070.019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5076.569824 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -5076.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5076.569824 Penalty: 437.165894
	Iteration 6F: 3 clusters Score -5076.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -75835.062500 Penalty: 330.577057
	Iteration 0F: 2 clusters Score -75835.06 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 706 members 
Entering Unmasked Estep 
Score: -74749.492188 Penalty: 661.154114
	Iteration 0F: 3 clusters Score -74749.49 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -75218.570312 Penalty: 661.154114
	Iteration 1F: 3 clusters Score -75218.57 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -75322.515625 Penalty: 661.154114
	Iteration 2F: 3 clusters Score -75322.52 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -75400.601562 Penalty: 661.154114
	Iteration 3F: 3 clusters Score -75400.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -75472.257812 Penalty: 661.154114
	Iteration 4F: 3 clusters Score -75472.26 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -75522.937500 Penalty: 661.154114
	Iteration 5Q: 3 clusters Score -75522.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -75555.484375 Penalty: 661.154114
	Iteration 6Q: 3 clusters Score -75555.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -75580.343750 Penalty: 661.154114
	Iteration 7Q: 3 clusters Score -75580.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -75593.132812 Penalty: 661.154114
	Iteration 8Q: 3 clusters Score -75593.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -75598.265625 Penalty: 661.154114
	Iteration 9Q: 3 clusters Score -75598.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -75604.390625 Penalty: 661.154114
	Iteration 10Q: 3 clusters Score -75604.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -75607.039062 Penalty: 661.154114
	Iteration 11Q: 3 clusters Score -75607.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -75607.953125 Penalty: 661.154114
	Iteration 12Q: 3 clusters Score -75607.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -75608.515625 Penalty: 661.154114
	Iteration 13Q: 3 clusters Score -75608.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -75608.859375 Penalty: 661.154114
	Iteration 14Q: 3 clusters Score -75608.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -75609.171875 Penalty: 661.154114
	Iteration 15Q: 3 clusters Score -75609.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -75609.171875 Penalty: 661.154114
	Iteration 16F: 3 clusters Score -75609.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -9515.018555 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -9515.019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9227.605469 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -9227.605 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9293.003906 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -9293.004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9325.323242 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -9325.323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9343.906250 Penalty: 477.956909
	Iteration 3F: 3 clusters Score -9343.906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9356.904297 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -9356.904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9362.387695 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -9362.388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9363.298828 Penalty: 477.956909
	Iteration 6Q: 3 clusters Score -9363.299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9364.645508 Penalty: 477.956909
	Iteration 7Q: 3 clusters Score -9364.646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9364.645508 Penalty: 477.956909
	Iteration 8F: 3 clusters Score -9364.646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -21024.267578 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -21024.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20604.414062 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -20604.41 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20838.988281 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -20838.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20914.693359 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -20914.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20944.769531 Penalty: 548.353821
	Iteration 3Q: 3 clusters Score -20944.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20973.412109 Penalty: 548.353821
	Iteration 4Q: 3 clusters Score -20973.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20984.820312 Penalty: 548.353821
	Iteration 5Q: 3 clusters Score -20984.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20993.888672 Penalty: 548.353821
	Iteration 6Q: 3 clusters Score -20993.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21017.429688 Penalty: 548.353821
	Iteration 7Q: 3 clusters Score -21017.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21034.160156 Penalty: 548.353821
	Iteration 8Q: 3 clusters Score -21034.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -21045.205078 Penalty: 548.353821
	Iteration 9Q: 3 clusters Score -21045.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -21052.333984 Penalty: 548.353821
	Iteration 10Q: 3 clusters Score -21052.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21063.853516 Penalty: 548.353821
	Iteration 11Q: 3 clusters Score -21063.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21065.787109 Penalty: 548.353821
	Iteration 12Q: 3 clusters Score -21065.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21065.787109 Penalty: 548.353821
	Iteration 13F: 3 clusters Score -21065.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 111 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 303 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2205 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5171 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10139714.000000 Penalty: 34269.398438
Splitting cluster 4 changes total score from -10139940.000000 to -10139714.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -177674.390625 Penalty: 364.712402
	Iteration 0F: 2 clusters Score -177674.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -175534.593750 Penalty: 729.424805
	Iteration 0F: 3 clusters Score -175534.6 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -176435.187500 Penalty: 729.424805
	Iteration 1F: 3 clusters Score -176435.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -176543.265625 Penalty: 729.424805
	Iteration 2F: 3 clusters Score -176543.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -176628.625000 Penalty: 729.424805
	Iteration 3F: 3 clusters Score -176628.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -176710.234375 Penalty: 729.424805
	Iteration 4Q: 3 clusters Score -176710.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -176789.218750 Penalty: 729.424805
	Iteration 5Q: 3 clusters Score -176789.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -176887.296875 Penalty: 729.424805
	Iteration 6Q: 3 clusters Score -176887.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -176963.109375 Penalty: 729.424805
	Iteration 7Q: 3 clusters Score -176963.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -177013.531250 Penalty: 729.424805
	Iteration 8Q: 3 clusters Score -177013.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -177041.750000 Penalty: 729.424805
	Iteration 9Q: 3 clusters Score -177041.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -177058.093750 Penalty: 729.424805
	Iteration 10Q: 3 clusters Score -177058.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -177066.500000 Penalty: 729.424805
	Iteration 11Q: 3 clusters Score -177066.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -177073.625000 Penalty: 729.424805
	Iteration 12Q: 3 clusters Score -177073.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -177078.484375 Penalty: 729.424805
	Iteration 13Q: 3 clusters Score -177078.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -177080.937500 Penalty: 729.424805
	Iteration 14Q: 3 clusters Score -177080.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -177083.140625 Penalty: 729.424805
	Iteration 15Q: 3 clusters Score -177083.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -177087.000000 Penalty: 729.424805
	Iteration 16Q: 3 clusters Score -177087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -177089.640625 Penalty: 729.424805
	Iteration 17Q: 3 clusters Score -177089.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -177090.156250 Penalty: 729.424805
	Iteration 18Q: 3 clusters Score -177090.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -177093.156250 Penalty: 729.424805
	Iteration 19Q: 3 clusters Score -177093.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -177097.453125 Penalty: 729.424805
	Iteration 20F: 3 clusters Score -177097.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -177102.968750 Penalty: 729.424805
	Iteration 21Q: 3 clusters Score -177103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -177109.625000 Penalty: 729.424805
	Iteration 22Q: 3 clusters Score -177109.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -177113.296875 Penalty: 729.424805
	Iteration 23Q: 3 clusters Score -177113.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -177115.500000 Penalty: 729.424805
	Iteration 24Q: 3 clusters Score -177115.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -177116.296875 Penalty: 729.424805
	Iteration 25Q: 3 clusters Score -177116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -177117.187500 Penalty: 729.424805
	Iteration 26Q: 3 clusters Score -177117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -177117.656250 Penalty: 729.424805
	Iteration 27Q: 3 clusters Score -177117.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -177117.703125 Penalty: 729.424805
	Iteration 28Q: 3 clusters Score -177117.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -177117.718750 Penalty: 729.424805
	Iteration 29Q: 3 clusters Score -177117.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -177117.718750 Penalty: 729.424805
	Iteration 30F: 3 clusters Score -177117.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -12154.721680 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -12154.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11872.870117 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11872.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12002.265625 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -12002.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12045.109375 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -12045.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12080.187500 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -12080.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12102.091797 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -12102.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12120.871094 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -12120.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12152.568359 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -12152.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12154.786133 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -12154.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12156.700195 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -12156.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12157.734375 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -12157.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12158.484375 Penalty: 494.070465
	Iteration 10Q: 3 clusters Score -12158.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12158.484375 Penalty: 494.070465
	Iteration 11F: 3 clusters Score -12158.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 126 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 102 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2205 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5171 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10139642.000000 Penalty: 34269.398438
Splitting cluster 6 changes total score from -10139940.000000 to -10139642.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (37110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Entering Unmasked Estep 
Score: -1989580.875000 Penalty: 478.734711
	Iteration 0F: 2 clusters Score -1989581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1964789.000000 Penalty: 957.469421
	Iteration 0F: 3 clusters Score -1964789 nChanged 17856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1977027.375000 Penalty: 957.469421
	Iteration 1F: 3 clusters Score -1977027 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1978709.000000 Penalty: 957.469421
	Iteration 2F: 3 clusters Score -1978709 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1980739.250000 Penalty: 957.469421
	Iteration 3F: 3 clusters Score -1980739 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1982741.875000 Penalty: 957.469421
	Iteration 4F: 3 clusters Score -1982742 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1984352.125000 Penalty: 957.469421
	Iteration 5F: 3 clusters Score -1984352 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1985516.875000 Penalty: 957.469421
	Iteration 6Q: 3 clusters Score -1985517 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1986321.125000 Penalty: 957.469421
	Iteration 7Q: 3 clusters Score -1986321 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1986887.125000 Penalty: 957.469421
	Iteration 8Q: 3 clusters Score -1986887 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1987317.500000 Penalty: 957.469421
	Iteration 9Q: 3 clusters Score -1987318 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1987700.625000 Penalty: 957.469421
	Iteration 10Q: 3 clusters Score -1987701 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1988024.375000 Penalty: 957.469421
	Iteration 11Q: 3 clusters Score -1988024 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1988306.750000 Penalty: 957.469421
	Iteration 12Q: 3 clusters Score -1988307 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1988539.375000 Penalty: 957.469421
	Iteration 13Q: 3 clusters Score -1988539 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1988702.375000 Penalty: 957.469421
	Iteration 14Q: 3 clusters Score -1988702 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1988840.875000 Penalty: 957.469421
	Iteration 15Q: 3 clusters Score -1988841 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1988953.375000 Penalty: 957.469421
	Iteration 16Q: 3 clusters Score -1988953 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1989014.875000 Penalty: 957.469421
	Iteration 17Q: 3 clusters Score -1989015 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1989072.750000 Penalty: 957.469421
	Iteration 18Q: 3 clusters Score -1989073 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1989146.250000 Penalty: 957.469421
	Iteration 19Q: 3 clusters Score -1989146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1989198.375000 Penalty: 957.469421
	Iteration 20F: 3 clusters Score -1989198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1989215.125000 Penalty: 957.469421
	Iteration 21Q: 3 clusters Score -1989215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1989226.000000 Penalty: 957.469421
	Iteration 22Q: 3 clusters Score -1989226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1989234.000000 Penalty: 957.469421
	Iteration 23Q: 3 clusters Score -1989234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1989240.625000 Penalty: 957.469421
	Iteration 24Q: 3 clusters Score -1989241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1989244.750000 Penalty: 957.469421
	Iteration 25Q: 3 clusters Score -1989245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1989247.750000 Penalty: 957.469421
	Iteration 26Q: 3 clusters Score -1989248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1989247.750000 Penalty: 957.469421
	Iteration 27Q: 3 clusters Score -1989248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1989249.500000 Penalty: 957.469421
	Iteration 28Q: 3 clusters Score -1989250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1989254.000000 Penalty: 957.469421
	Iteration 29Q: 3 clusters Score -1989254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1989256.375000 Penalty: 957.469421
	Iteration 30Q: 3 clusters Score -1989256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1989258.125000 Penalty: 957.469421
	Iteration 31Q: 3 clusters Score -1989258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1989258.125000 Penalty: 957.469421
	Iteration 32Q: 3 clusters Score -1989258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1989259.375000 Penalty: 957.469421
	Iteration 33Q: 3 clusters Score -1989259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1989258.125000 Penalty: 957.469421
	Iteration 34Q: 3 clusters Score -1989258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1989258.125000 Penalty: 957.469421
	Iteration 35F: 3 clusters Score -1989258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -9984.793945 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -9984.794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9712.041016 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -9712.041 nChanged 46
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: -9770.714844 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -9770.715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9795.724609 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -9795.725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9839.517578 Penalty: 475.052399
	Iteration 3F: 3 clusters Score -9839.518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9866.175781 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -9866.176 nChanged 5
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: -9894.635742 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -9894.636 nChanged 1
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: -9897.890625 Penalty: 475.052399
	Iteration 6Q: 3 clusters Score -9897.891 nChanged 0
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: -9897.890625 Penalty: 475.052399
	Iteration 7F: 3 clusters Score -9897.891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -62330.886719 Penalty: 321.601837
	Iteration 0F: 2 clusters Score -62330.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -61458.640625 Penalty: 643.203674
	Iteration 0F: 3 clusters Score -61458.64 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -61755.945312 Penalty: 643.203674
	Iteration 1F: 3 clusters Score -61755.95 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -61803.574219 Penalty: 643.203674
	Iteration 2F: 3 clusters Score -61803.57 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61854.093750 Penalty: 643.203674
	Iteration 3F: 3 clusters Score -61854.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -61879.039062 Penalty: 643.203674
	Iteration 4Q: 3 clusters Score -61879.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -61899.363281 Penalty: 643.203674
	Iteration 5Q: 3 clusters Score -61899.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -61926.652344 Penalty: 643.203674
	Iteration 6Q: 3 clusters Score -61926.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -61963.121094 Penalty: 643.203674
	Iteration 7Q: 3 clusters Score -61963.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -61989.191406 Penalty: 643.203674
	Iteration 8Q: 3 clusters Score -61989.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -62007.148438 Penalty: 643.203674
	Iteration 9Q: 3 clusters Score -62007.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -62022.613281 Penalty: 643.203674
	Iteration 10Q: 3 clusters Score -62022.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -62035.718750 Penalty: 643.203674
	Iteration 11Q: 3 clusters Score -62035.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -62051.191406 Penalty: 643.203674
	Iteration 12Q: 3 clusters Score -62051.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -62069.453125 Penalty: 643.203674
	Iteration 13Q: 3 clusters Score -62069.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -62090.585938 Penalty: 643.203674
	Iteration 14Q: 3 clusters Score -62090.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -62108.691406 Penalty: 643.203674
	Iteration 15Q: 3 clusters Score -62108.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -62123.472656 Penalty: 643.203674
	Iteration 16Q: 3 clusters Score -62123.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -62132.992188 Penalty: 643.203674
	Iteration 17Q: 3 clusters Score -62132.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -62135.929688 Penalty: 643.203674
	Iteration 18Q: 3 clusters Score -62135.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -62137.589844 Penalty: 643.203674
	Iteration 19Q: 3 clusters Score -62137.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -62138.894531 Penalty: 643.203674
	Iteration 20F: 3 clusters Score -62138.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -62141.195312 Penalty: 643.203674
	Iteration 21Q: 3 clusters Score -62141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -62144.187500 Penalty: 643.203674
	Iteration 22Q: 3 clusters Score -62144.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -62145.742188 Penalty: 643.203674
	Iteration 23Q: 3 clusters Score -62145.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62147.382812 Penalty: 643.203674
	Iteration 24Q: 3 clusters Score -62147.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62149.031250 Penalty: 643.203674
	Iteration 25Q: 3 clusters Score -62149.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62149.457031 Penalty: 643.203674
	Iteration 26Q: 3 clusters Score -62149.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -62149.765625 Penalty: 643.203674
	Iteration 27Q: 3 clusters Score -62149.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62150.257812 Penalty: 643.203674
	Iteration 28Q: 3 clusters Score -62150.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62150.257812 Penalty: 643.203674
	Iteration 29F: 3 clusters Score -62150.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -29935.750000 Penalty: 294.772186
	Iteration 0F: 2 clusters Score -29935.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29355.287109 Penalty: 589.544373
	Iteration 0F: 3 clusters Score -29355.29 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29521.349609 Penalty: 589.544373
	Iteration 1F: 3 clusters Score -29521.35 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29572.125000 Penalty: 589.544373
	Iteration 2F: 3 clusters Score -29572.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29631.279297 Penalty: 589.544373
	Iteration 3F: 3 clusters Score -29631.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29663.039062 Penalty: 589.544373
	Iteration 4F: 3 clusters Score -29663.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29687.460938 Penalty: 589.544373
	Iteration 5Q: 3 clusters Score -29687.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29703.066406 Penalty: 589.544373
	Iteration 6Q: 3 clusters Score -29703.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29710.976562 Penalty: 589.544373
	Iteration 7Q: 3 clusters Score -29710.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29717.474609 Penalty: 589.544373
	Iteration 8Q: 3 clusters Score -29717.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29721.914062 Penalty: 589.544373
	Iteration 9Q: 3 clusters Score -29721.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29725.501953 Penalty: 589.544373
	Iteration 10Q: 3 clusters Score -29725.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29728.708984 Penalty: 589.544373
	Iteration 11Q: 3 clusters Score -29728.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29732.609375 Penalty: 589.544373
	Iteration 12Q: 3 clusters Score -29732.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29739.232422 Penalty: 589.544373
	Iteration 13Q: 3 clusters Score -29739.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29741.521484 Penalty: 589.544373
	Iteration 14Q: 3 clusters Score -29741.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29743.664062 Penalty: 589.544373
	Iteration 15Q: 3 clusters Score -29743.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -29745.250000 Penalty: 589.544373
	Iteration 16Q: 3 clusters Score -29745.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29746.164062 Penalty: 589.544373
	Iteration 17Q: 3 clusters Score -29746.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -29746.783203 Penalty: 589.544373
	Iteration 18Q: 3 clusters Score -29746.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29747.246094 Penalty: 589.544373
	Iteration 19Q: 3 clusters Score -29747.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -29748.070312 Penalty: 589.544373
	Iteration 20F: 3 clusters Score -29748.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -29748.498047 Penalty: 589.544373
	Iteration 21Q: 3 clusters Score -29748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29749.001953 Penalty: 589.544373
	Iteration 22Q: 3 clusters Score -29749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -29749.822266 Penalty: 589.544373
	Iteration 23Q: 3 clusters Score -29749.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29749.892578 Penalty: 589.544373
	Iteration 24Q: 3 clusters Score -29749.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29749.892578 Penalty: 589.544373
	Iteration 25F: 3 clusters Score -29749.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -4510.853027 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -4510.853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4343.972656 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -4343.973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4440.911133 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -4440.911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4561.285645 Penalty: 406.397644
	Iteration 2Q: 3 clusters Score -4561.286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4564.046875 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -4564.047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4564.046875 Penalty: 406.397644
	Iteration 4F: 3 clusters Score -4564.047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 35 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 52 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2205 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5171 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10139653.000000 Penalty: 34269.398438
Splitting cluster 11 changes total score from -10139940.000000 to -10139653.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -35084.562500 Penalty: 302.997894
	Iteration 0F: 2 clusters Score -35084.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -34445.269531 Penalty: 605.995789
	Iteration 0F: 3 clusters Score -34445.27 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -34794.960938 Penalty: 605.995789
	Iteration 1F: 3 clusters Score -34794.96 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -34900.480469 Penalty: 605.995789
	Iteration 2F: 3 clusters Score -34900.48 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -35000.519531 Penalty: 605.995789
	Iteration 3F: 3 clusters Score -35000.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -35087.003906 Penalty: 605.995789
	Iteration 4F: 3 clusters Score -35087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35120.468750 Penalty: 605.995789
	Iteration 5Q: 3 clusters Score -35120.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35144.285156 Penalty: 605.995789
	Iteration 6Q: 3 clusters Score -35144.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -35167.207031 Penalty: 605.995789
	Iteration 7Q: 3 clusters Score -35167.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35184.265625 Penalty: 605.995789
	Iteration 8Q: 3 clusters Score -35184.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35196.507812 Penalty: 605.995789
	Iteration 9Q: 3 clusters Score -35196.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35208.957031 Penalty: 605.995789
	Iteration 10Q: 3 clusters Score -35208.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35214.308594 Penalty: 605.995789
	Iteration 11Q: 3 clusters Score -35214.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -35222.281250 Penalty: 605.995789
	Iteration 12Q: 3 clusters Score -35222.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -35231.578125 Penalty: 605.995789
	Iteration 13Q: 3 clusters Score -35231.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35241.964844 Penalty: 605.995789
	Iteration 14Q: 3 clusters Score -35241.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -35243.773438 Penalty: 605.995789
	Iteration 15Q: 3 clusters Score -35243.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35244.054688 Penalty: 605.995789
	Iteration 16Q: 3 clusters Score -35244.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35244.054688 Penalty: 605.995789
	Iteration 17F: 3 clusters Score -35244.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 496 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2205 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5171 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10139848.000000 Penalty: 34269.398438
Splitting cluster 12 changes total score from -10139940.000000 to -10139848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -48675.953125 Penalty: 311.535889
	Iteration 0F: 2 clusters Score -48675.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -47917.593750 Penalty: 623.071777
	Iteration 0F: 3 clusters Score -47917.59 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -48134.343750 Penalty: 623.071777
	Iteration 1F: 3 clusters Score -48134.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -48177.242188 Penalty: 623.071777
	Iteration 2F: 3 clusters Score -48177.24 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -48213.699219 Penalty: 623.071777
	Iteration 3F: 3 clusters Score -48213.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48240.203125 Penalty: 623.071777
	Iteration 4Q: 3 clusters Score -48240.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -48257.667969 Penalty: 623.071777
	Iteration 5Q: 3 clusters Score -48257.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -48274.156250 Penalty: 623.071777
	Iteration 6Q: 3 clusters Score -48274.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -48289.640625 Penalty: 623.071777
	Iteration 7Q: 3 clusters Score -48289.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -48300.175781 Penalty: 623.071777
	Iteration 8Q: 3 clusters Score -48300.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -48311.726562 Penalty: 623.071777
	Iteration 9Q: 3 clusters Score -48311.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -48317.289062 Penalty: 623.071777
	Iteration 10Q: 3 clusters Score -48317.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -48322.242188 Penalty: 623.071777
	Iteration 11Q: 3 clusters Score -48322.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -48326.757812 Penalty: 623.071777
	Iteration 12Q: 3 clusters Score -48326.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -48330.835938 Penalty: 623.071777
	Iteration 13Q: 3 clusters Score -48330.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -48333.984375 Penalty: 623.071777
	Iteration 14Q: 3 clusters Score -48333.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -48337.289062 Penalty: 623.071777
	Iteration 15Q: 3 clusters Score -48337.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -48339.625000 Penalty: 623.071777
	Iteration 16Q: 3 clusters Score -48339.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -48341.070312 Penalty: 623.071777
	Iteration 17Q: 3 clusters Score -48341.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -48342.820312 Penalty: 623.071777
	Iteration 18Q: 3 clusters Score -48342.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -48348.492188 Penalty: 623.071777
	Iteration 19Q: 3 clusters Score -48348.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -48362.960938 Penalty: 623.071777
	Iteration 20F: 3 clusters Score -48362.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -48377.652344 Penalty: 623.071777
	Iteration 21Q: 3 clusters Score -48377.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -48390.269531 Penalty: 623.071777
	Iteration 22Q: 3 clusters Score -48390.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -48398.578125 Penalty: 623.071777
	Iteration 23Q: 3 clusters Score -48398.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -48401.753906 Penalty: 623.071777
	Iteration 24Q: 3 clusters Score -48401.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -48405.605469 Penalty: 623.071777
	Iteration 25Q: 3 clusters Score -48405.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -48419.488281 Penalty: 623.071777
	Iteration 26Q: 3 clusters Score -48419.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -48437.261719 Penalty: 623.071777
	Iteration 27Q: 3 clusters Score -48437.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -48445.214844 Penalty: 623.071777
	Iteration 28Q: 3 clusters Score -48445.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -48446.859375 Penalty: 623.071777
	Iteration 29Q: 3 clusters Score -48446.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -48447.847656 Penalty: 623.071777
	Iteration 30Q: 3 clusters Score -48447.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -48449.246094 Penalty: 623.071777
	Iteration 31Q: 3 clusters Score -48449.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -48451.132812 Penalty: 623.071777
	Iteration 32Q: 3 clusters Score -48451.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -48452.062500 Penalty: 623.071777
	Iteration 33Q: 3 clusters Score -48452.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48453.191406 Penalty: 623.071777
	Iteration 34Q: 3 clusters Score -48453.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -48455.480469 Penalty: 623.071777
	Iteration 35Q: 3 clusters Score -48455.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -48456.414062 Penalty: 623.071777
	Iteration 36Q: 3 clusters Score -48456.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48457.601562 Penalty: 623.071777
	Iteration 37Q: 3 clusters Score -48457.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -48458.589844 Penalty: 623.071777
	Iteration 38Q: 3 clusters Score -48458.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48458.851562 Penalty: 623.071777
	Iteration 39Q: 3 clusters Score -48458.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48459.085938 Penalty: 623.071777
	Iteration 40F: 3 clusters Score -48459.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48459.328125 Penalty: 623.071777
	Iteration 41Q: 3 clusters Score -48459.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48459.328125 Penalty: 623.071777
	Iteration 42F: 3 clusters Score -48459.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -7345.249023 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -7345.249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7007.628906 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -7007.629 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7164.836914 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -7164.837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7215.486816 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -7215.487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7254.723633 Penalty: 507.755432
	Iteration 3F: 3 clusters Score -7254.724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7279.042969 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -7279.043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7285.111816 Penalty: 507.755432
	Iteration 5Q: 3 clusters Score -7285.112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7291.173340 Penalty: 507.755432
	Iteration 6Q: 3 clusters Score -7291.173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7292.508301 Penalty: 507.755432
	Iteration 7Q: 3 clusters Score -7292.508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7293.461426 Penalty: 507.755432
	Iteration 8Q: 3 clusters Score -7293.461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7293.461426 Penalty: 507.755432
	Iteration 9F: 3 clusters Score -7293.461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -50731.148438 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -50731.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -49968.605469 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -49968.61 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -50184.722656 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -50184.72 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -50239.980469 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -50239.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -50299.339844 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -50299.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -50343.597656 Penalty: 618.205444
	Iteration 4F: 3 clusters Score -50343.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -50387.742188 Penalty: 618.205444
	Iteration 5F: 3 clusters Score -50387.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -50420.769531 Penalty: 618.205444
	Iteration 6Q: 3 clusters Score -50420.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -50441.781250 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -50441.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -50476.746094 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -50476.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -50490.257812 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -50490.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -50498.246094 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -50498.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -50505.582031 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -50505.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -50513.078125 Penalty: 618.205444
	Iteration 12Q: 3 clusters Score -50513.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -50520.742188 Penalty: 618.205444
	Iteration 13Q: 3 clusters Score -50520.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -50524.675781 Penalty: 618.205444
	Iteration 14Q: 3 clusters Score -50524.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -50526.101562 Penalty: 618.205444
	Iteration 15Q: 3 clusters Score -50526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -50527.136719 Penalty: 618.205444
	Iteration 16Q: 3 clusters Score -50527.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -50528.820312 Penalty: 618.205444
	Iteration 17Q: 3 clusters Score -50528.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -50529.234375 Penalty: 618.205444
	Iteration 18Q: 3 clusters Score -50529.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -50530.136719 Penalty: 618.205444
	Iteration 19Q: 3 clusters Score -50530.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -50531.218750 Penalty: 618.205444
	Iteration 20F: 3 clusters Score -50531.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -50533.816406 Penalty: 618.205444
	Iteration 21Q: 3 clusters Score -50533.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -50535.230469 Penalty: 618.205444
	Iteration 22Q: 3 clusters Score -50535.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -50536.687500 Penalty: 618.205444
	Iteration 23Q: 3 clusters Score -50536.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -50537.867188 Penalty: 618.205444
	Iteration 24Q: 3 clusters Score -50537.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -50538.398438 Penalty: 618.205444
	Iteration 25Q: 3 clusters Score -50538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -50538.460938 Penalty: 618.205444
	Iteration 26Q: 3 clusters Score -50538.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -50538.460938 Penalty: 618.205444
	Iteration 27F: 3 clusters Score -50538.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -8121.481934 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -8121.482 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 86 members 
Entering Unmasked Estep 
Score: -7869.171875 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -7869.172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7950.526367 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -7950.526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7975.414062 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -7975.414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7994.481445 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -7994.481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8004.916016 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -8004.916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8005.567871 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -8005.568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8005.567871 Penalty: 468.949554
	Iteration 6F: 3 clusters Score -8005.568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -148712.187500 Penalty: 362.997559
	Iteration 0F: 2 clusters Score -148712.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -146691.890625 Penalty: 725.995117
	Iteration 0F: 3 clusters Score -146691.9 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -147499.406250 Penalty: 725.995117
	Iteration 1F: 3 clusters Score -147499.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -147696.906250 Penalty: 725.995117
	Iteration 2F: 3 clusters Score -147696.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -147879.750000 Penalty: 725.995117
	Iteration 3F: 3 clusters Score -147879.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -148018.203125 Penalty: 725.995117
	Iteration 4F: 3 clusters Score -148018.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -148123.296875 Penalty: 725.995117
	Iteration 5F: 3 clusters Score -148123.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -148184.406250 Penalty: 725.995117
	Iteration 6Q: 3 clusters Score -148184.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -148215.328125 Penalty: 725.995117
	Iteration 7Q: 3 clusters Score -148215.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -148225.859375 Penalty: 725.995117
	Iteration 8Q: 3 clusters Score -148225.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -148232.453125 Penalty: 725.995117
	Iteration 9Q: 3 clusters Score -148232.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -148239.625000 Penalty: 725.995117
	Iteration 10Q: 3 clusters Score -148239.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -148246.562500 Penalty: 725.995117
	Iteration 11Q: 3 clusters Score -148246.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -148252.375000 Penalty: 725.995117
	Iteration 12Q: 3 clusters Score -148252.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -148258.421875 Penalty: 725.995117
	Iteration 13Q: 3 clusters Score -148258.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -148268.562500 Penalty: 725.995117
	Iteration 14Q: 3 clusters Score -148268.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -148276.546875 Penalty: 725.995117
	Iteration 15Q: 3 clusters Score -148276.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -148281.968750 Penalty: 725.995117
	Iteration 16Q: 3 clusters Score -148282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -148284.921875 Penalty: 725.995117
	Iteration 17Q: 3 clusters Score -148284.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -148286.421875 Penalty: 725.995117
	Iteration 18Q: 3 clusters Score -148286.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -148287.140625 Penalty: 725.995117
	Iteration 19Q: 3 clusters Score -148287.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -148287.578125 Penalty: 725.995117
	Iteration 20F: 3 clusters Score -148287.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -148288.281250 Penalty: 725.995117
	Iteration 21Q: 3 clusters Score -148288.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -148288.437500 Penalty: 725.995117
	Iteration 22Q: 3 clusters Score -148288.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -148288.812500 Penalty: 725.995117
	Iteration 23Q: 3 clusters Score -148288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -148288.937500 Penalty: 725.995117
	Iteration 24Q: 3 clusters Score -148288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -148289.250000 Penalty: 725.995117
	Iteration 25Q: 3 clusters Score -148289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -148289.015625 Penalty: 725.995117
	Iteration 26Q: 3 clusters Score -148289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -148289.468750 Penalty: 725.995117
	Iteration 27Q: 3 clusters Score -148289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -148289.828125 Penalty: 725.995117
	Iteration 28Q: 3 clusters Score -148289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -148289.937500 Penalty: 725.995117
	Iteration 29Q: 3 clusters Score -148289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -148290.218750 Penalty: 725.995117
	Iteration 30Q: 3 clusters Score -148290.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -148290.218750 Penalty: 725.995117
	Iteration 31F: 3 clusters Score -148290.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9338.147461 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9338.147 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 106 members 
Entering Unmasked Estep 
Score: -9047.784180 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9047.784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9141.116211 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9141.116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9162.831055 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -9162.831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9177.082031 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -9177.082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9188.147461 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -9188.147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9192.256836 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -9192.257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9193.197266 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -9193.197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9194.934570 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -9194.935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9199.195312 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -9199.195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9219.570312 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -9219.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9221.518555 Penalty: 482.600739
	Iteration 10Q: 3 clusters Score -9221.519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9223.629883 Penalty: 482.600739
	Iteration 11Q: 3 clusters Score -9223.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9223.629883 Penalty: 482.600739
	Iteration 12F: 3 clusters Score -9223.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6642.429199 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6642.429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6419.412598 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6419.413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6507.314453 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6507.314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6540.958496 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6540.958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6552.350098 Penalty: 446.380005
	Iteration 3F: 3 clusters Score -6552.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6558.429199 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6558.429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6561.029785 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -6561.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6564.723633 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -6564.724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6564.723633 Penalty: 446.380005
	Iteration 7F: 3 clusters Score -6564.724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -9084.038086 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -9084.038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8831.973633 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -8831.974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8937.551758 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -8937.552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8996.450195 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -8996.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9030.629883 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -9030.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9051.014648 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -9051.015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9054.487305 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -9054.487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9056.577148 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -9056.577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9056.577148 Penalty: 472.559082
	Iteration 7F: 3 clusters Score -9056.577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -11059.578125 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -11059.58 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 109 members 
Entering Unmasked Estep 
Score: -10759.588867 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -10759.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10825.104492 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -10825.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10848.897461 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -10848.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10865.065430 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -10865.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10881.290039 Penalty: 485.715973
	Iteration 4F: 3 clusters Score -10881.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10886.162109 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -10886.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10888.262695 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -10888.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10888.262695 Penalty: 485.715973
	Iteration 7F: 3 clusters Score -10888.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -3943.318359 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -3943.318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3752.065918 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3752.066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3785.186523 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3785.187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3798.365234 Penalty: 392.891418
	Iteration 2F: 3 clusters Score -3798.365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3800.424805 Penalty: 392.891418
	Iteration 3Q: 3 clusters Score -3800.425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3800.424805 Penalty: 392.891418
	Iteration 4F: 3 clusters Score -3800.425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Entering Unmasked Estep 
Score: -375273.843750 Penalty: 402.939178
	Iteration 0F: 2 clusters Score -375273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -370557.500000 Penalty: 805.878357
	Iteration 0F: 3 clusters Score -370557.5 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -372430.593750 Penalty: 805.878357
	Iteration 1F: 3 clusters Score -372430.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -372759.531250 Penalty: 805.878357
	Iteration 2F: 3 clusters Score -372759.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -373119.062500 Penalty: 805.878357
	Iteration 3F: 3 clusters Score -373119.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -373529.125000 Penalty: 805.878357
	Iteration 4F: 3 clusters Score -373529.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -373955.375000 Penalty: 805.878357
	Iteration 5F: 3 clusters Score -373955.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -374349.812500 Penalty: 805.878357
	Iteration 6F: 3 clusters Score -374349.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -374641.625000 Penalty: 805.878357
	Iteration 7Q: 3 clusters Score -374641.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -374815.437500 Penalty: 805.878357
	Iteration 8Q: 3 clusters Score -374815.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -374911.187500 Penalty: 805.878357
	Iteration 9Q: 3 clusters Score -374911.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -374952.437500 Penalty: 805.878357
	Iteration 10Q: 3 clusters Score -374952.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -374979.062500 Penalty: 805.878357
	Iteration 11Q: 3 clusters Score -374979.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -374993.843750 Penalty: 805.878357
	Iteration 12Q: 3 clusters Score -374993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -374997.781250 Penalty: 805.878357
	Iteration 13Q: 3 clusters Score -374997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -375006.250000 Penalty: 805.878357
	Iteration 14Q: 3 clusters Score -375006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -375007.437500 Penalty: 805.878357
	Iteration 15Q: 3 clusters Score -375007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -375007.437500 Penalty: 805.878357
	Iteration 16F: 3 clusters Score -375007.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (102073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102073 members 
Entering Unmasked Estep 
Score: -5876137.500000 Penalty: 524.771667
	Iteration 0F: 2 clusters Score -5876138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -5811799.000000 Penalty: 1049.543335
	Iteration 0F: 3 clusters Score -5811799 nChanged 50049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -5843913.500000 Penalty: 1049.543335
	Iteration 1F: 3 clusters Score -5843914 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -5846023.500000 Penalty: 1049.543335
	Iteration 2F: 3 clusters Score -5846024 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -5848723.500000 Penalty: 1049.543335
	Iteration 3F: 3 clusters Score -5848724 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -5851740.500000 Penalty: 1049.543335
	Iteration 4F: 3 clusters Score -5851740 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -5854998.000000 Penalty: 1049.543335
	Iteration 5F: 3 clusters Score -5854998 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -5858460.500000 Penalty: 1049.543335
	Iteration 6F: 3 clusters Score -5858460 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5861615 nChanged 4606
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5864074 nChanged 3528
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5865587 nChanged 2491
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5866336 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5866848 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5867277 nChanged 1576
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5867796 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5868370 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5868922 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5869564 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5870180 nChanged 1768
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5870966 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5871634 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5872254 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5872752 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5873102 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5873373 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5873526 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5873620 nChanged 897
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5873707 nChanged 812
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Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5873810 nChanged 806
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5873920 nChanged 744
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Mstep: Class 1 contains 87477 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5874036 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88205 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5874115 nChanged 682
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Mstep: Class 1 contains 88887 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5874171 nChanged 715
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Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5874210 nChanged 654
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Mstep: Class 1 contains 90256 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5874278 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5874386 nChanged 639
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Mstep: Class 1 contains 91558 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5874424 nChanged 610
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Mstep: Class 1 contains 92168 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5874479 nChanged 569
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Mstep: Class 1 contains 92737 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5874538 nChanged 538
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Mstep: Class 1 contains 93275 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5874616 nChanged 512
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Mstep: Class 1 contains 93785 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5874644 nChanged 433
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Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5874712 nChanged 408
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Mstep: Class 1 contains 94626 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5874761 nChanged 397
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Mstep: Class 1 contains 95023 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5874780 nChanged 390
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Mstep: Class 1 contains 95413 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5874816 nChanged 399
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Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5874912 nChanged 363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5875050 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5875110 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97127 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5875113 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97421 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5875153 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5875241 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97950 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5875286 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98167 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5875347 nChanged 212
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Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5875400 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98591 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5875431 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98781 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5875462 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98953 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5875494 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99119 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5875520 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5875560 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5875592 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5875631 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99699 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5875670 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5875661 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99933 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5875704 nChanged 126
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Mstep: Class 1 contains 100059 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5875744 nChanged 114
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Mstep: Class 1 contains 100169 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5875769 nChanged 109
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Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5875799 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100368 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5875846 nChanged 74
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Mstep: Class 1 contains 100442 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5875878 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100506 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5875901 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100564 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5875916 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100631 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5875947 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5875948 nChanged 64
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Mstep: Class 1 contains 100773 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5875954 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100827 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5875972 nChanged 47
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Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5875977 nChanged 38
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Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5875964 nChanged 44
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Mstep: Class 1 contains 100956 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5875972 nChanged 42
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Mstep: Class 1 contains 100996 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5875987 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5875981 nChanged 26
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Mstep: Class 1 contains 101059 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5875974 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101079 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5875966 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101105 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5875972 nChanged 24
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Mstep: Class 1 contains 101127 members 
Mstep: Class 2 contains 946 members 
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	Iteration 83Q: 3 clusters Score -5875966 nChanged 23
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Mstep: Class 1 contains 101150 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5875972 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5875992 nChanged 14
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Mstep: Class 1 contains 101189 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5876003 nChanged 18
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Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5875998 nChanged 18
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Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5876004 nChanged 15
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Mstep: Class 1 contains 101240 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5876010 nChanged 11
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Mstep: Class 1 contains 101251 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5876014 nChanged 8
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Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5876015 nChanged 7
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Mstep: Class 1 contains 101266 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5876006 nChanged 3
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Mstep: Class 1 contains 101269 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5876006 nChanged 6
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Mstep: Class 1 contains 101275 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5876008 nChanged 10
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5876004 nChanged 4
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	Iteration 96Q: 3 clusters Score -5876010 nChanged 2
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5876008 nChanged 1
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	Iteration 98Q: 3 clusters Score -5876009 nChanged 1
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	Iteration 99Q: 3 clusters Score -5876010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5876009.500000 Penalty: 1049.543335
	Iteration 100F: 3 clusters Score -5876010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -5713.367188 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -5713.367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5467.186523 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -5467.187 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5529.952637 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -5529.953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5542.283691 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -5542.284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -23979.667969 Penalty: 277.564514
	Iteration 0F: 2 clusters Score -23979.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23505.880859 Penalty: 555.129028
	Iteration 0F: 3 clusters Score -23505.88 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23685.201172 Penalty: 555.129028
	Iteration 1F: 3 clusters Score -23685.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23753.005859 Penalty: 555.129028
	Iteration 2F: 3 clusters Score -23753.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23803.525391 Penalty: 555.129028
	Iteration 3F: 3 clusters Score -23803.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23839.960938 Penalty: 555.129028
	Iteration 4F: 3 clusters Score -23839.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23871.714844 Penalty: 555.129028
	Iteration 5Q: 3 clusters Score -23871.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23891.671875 Penalty: 555.129028
	Iteration 6Q: 3 clusters Score -23891.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23895.783203 Penalty: 555.129028
	Iteration 7Q: 3 clusters Score -23895.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23899.906250 Penalty: 555.129028
	Iteration 8Q: 3 clusters Score -23899.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23904.449219 Penalty: 555.129028
	Iteration 9Q: 3 clusters Score -23904.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23906.851562 Penalty: 555.129028
	Iteration 10Q: 3 clusters Score -23906.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23906.851562 Penalty: 555.129028
	Iteration 11F: 3 clusters Score -23906.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -14472.181641 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -14472.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14144.552734 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -14144.55 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14240.223633 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -14240.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14260.407227 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -14260.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14268.726562 Penalty: 508.098145
	Iteration 3Q: 3 clusters Score -14268.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14275.667969 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -14275.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14290.424805 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -14290.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14301.982422 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -14301.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14316.247070 Penalty: 508.098145
	Iteration 7Q: 3 clusters Score -14316.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14331.439453 Penalty: 508.098145
	Iteration 8Q: 3 clusters Score -14331.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14352.186523 Penalty: 508.098145
	Iteration 9Q: 3 clusters Score -14352.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14372.455078 Penalty: 508.098145
	Iteration 10Q: 3 clusters Score -14372.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14380.163086 Penalty: 508.098145
	Iteration 11Q: 3 clusters Score -14380.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14383.500977 Penalty: 508.098145
	Iteration 12Q: 3 clusters Score -14383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14390.828125 Penalty: 508.098145
	Iteration 13Q: 3 clusters Score -14390.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14406.164062 Penalty: 508.098145
	Iteration 14Q: 3 clusters Score -14406.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14413.115234 Penalty: 508.098145
	Iteration 15Q: 3 clusters Score -14413.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14420.641602 Penalty: 508.098145
	Iteration 16Q: 3 clusters Score -14420.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14421.357422 Penalty: 508.098145
	Iteration 17Q: 3 clusters Score -14421.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14421.357422 Penalty: 508.098145
	Iteration 18F: 3 clusters Score -14421.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -54486.980469 Penalty: 317.082703
	Iteration 0F: 2 clusters Score -54486.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -53654.058594 Penalty: 634.165405
	Iteration 0F: 3 clusters Score -53654.06 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -53981.925781 Penalty: 634.165405
	Iteration 1F: 3 clusters Score -53981.93 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -54105.250000 Penalty: 634.165405
	Iteration 2F: 3 clusters Score -54105.25 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -54204.539062 Penalty: 634.165405
	Iteration 3F: 3 clusters Score -54204.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -54243.339844 Penalty: 634.165405
	Iteration 4Q: 3 clusters Score -54243.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -54277.875000 Penalty: 634.165405
	Iteration 5Q: 3 clusters Score -54277.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -54299.378906 Penalty: 634.165405
	Iteration 6Q: 3 clusters Score -54299.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -54314.230469 Penalty: 634.165405
	Iteration 7Q: 3 clusters Score -54314.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -54324.406250 Penalty: 634.165405
	Iteration 8Q: 3 clusters Score -54324.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -54327.601562 Penalty: 634.165405
	Iteration 9Q: 3 clusters Score -54327.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -54332.843750 Penalty: 634.165405
	Iteration 10Q: 3 clusters Score -54332.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -54339.449219 Penalty: 634.165405
	Iteration 11Q: 3 clusters Score -54339.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -54350.406250 Penalty: 634.165405
	Iteration 12Q: 3 clusters Score -54350.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -54368.792969 Penalty: 634.165405
	Iteration 13Q: 3 clusters Score -54368.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -54389.992188 Penalty: 634.165405
	Iteration 14Q: 3 clusters Score -54389.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -54402.683594 Penalty: 634.165405
	Iteration 15Q: 3 clusters Score -54402.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -54411.976562 Penalty: 634.165405
	Iteration 16Q: 3 clusters Score -54411.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -54422.398438 Penalty: 634.165405
	Iteration 17Q: 3 clusters Score -54422.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -54429.671875 Penalty: 634.165405
	Iteration 18Q: 3 clusters Score -54429.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -54432.695312 Penalty: 634.165405
	Iteration 19Q: 3 clusters Score -54432.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -54434.316406 Penalty: 634.165405
	Iteration 20F: 3 clusters Score -54434.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -54436.062500 Penalty: 634.165405
	Iteration 21Q: 3 clusters Score -54436.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -54437.273438 Penalty: 634.165405
	Iteration 22Q: 3 clusters Score -54437.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -54437.808594 Penalty: 634.165405
	Iteration 23Q: 3 clusters Score -54437.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -54438.402344 Penalty: 634.165405
	Iteration 24Q: 3 clusters Score -54438.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -54438.402344 Penalty: 634.165405
	Iteration 25F: 3 clusters Score -54438.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -4254.818848 Penalty: 200.505722
	Iteration 0F: 2 clusters Score -4254.819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4071.816162 Penalty: 401.011444
	Iteration 0F: 3 clusters Score -4071.816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4115.890137 Penalty: 401.011444
	Iteration 1F: 3 clusters Score -4115.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4128.157227 Penalty: 401.011444
	Iteration 2Q: 3 clusters Score -4128.157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4136.779785 Penalty: 401.011444
	Iteration 3Q: 3 clusters Score -4136.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4140.962891 Penalty: 401.011444
	Iteration 4Q: 3 clusters Score -4140.963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4145.312500 Penalty: 401.011444
	Iteration 5Q: 3 clusters Score -4145.312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4145.312500 Penalty: 401.011444
	Iteration 6F: 3 clusters Score -4145.312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Entering Unmasked Estep 
Score: -69925.765625 Penalty: 326.693176
	Iteration 0F: 2 clusters Score -69925.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -68940.953125 Penalty: 653.386353
	Iteration 0F: 3 clusters Score -68940.95 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -69223.382812 Penalty: 653.386353
	Iteration 1F: 3 clusters Score -69223.38 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -69272.398438 Penalty: 653.386353
	Iteration 2F: 3 clusters Score -69272.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -69320.062500 Penalty: 653.386353
	Iteration 3F: 3 clusters Score -69320.06 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -69373.328125 Penalty: 653.386353
	Iteration 4Q: 3 clusters Score -69373.33 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -69431.085938 Penalty: 653.386353
	Iteration 5Q: 3 clusters Score -69431.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -69475.125000 Penalty: 653.386353
	Iteration 6Q: 3 clusters Score -69475.12 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -69506.945312 Penalty: 653.386353
	Iteration 7Q: 3 clusters Score -69506.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -69532.367188 Penalty: 653.386353
	Iteration 8Q: 3 clusters Score -69532.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -69558.328125 Penalty: 653.386353
	Iteration 9Q: 3 clusters Score -69558.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69589.523438 Penalty: 653.386353
	Iteration 10Q: 3 clusters Score -69589.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69608.937500 Penalty: 653.386353
	Iteration 11Q: 3 clusters Score -69608.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69626.945312 Penalty: 653.386353
	Iteration 12Q: 3 clusters Score -69626.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69657.617188 Penalty: 653.386353
	Iteration 13Q: 3 clusters Score -69657.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69685.953125 Penalty: 653.386353
	Iteration 14Q: 3 clusters Score -69685.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69702.281250 Penalty: 653.386353
	Iteration 15Q: 3 clusters Score -69702.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69712.500000 Penalty: 653.386353
	Iteration 16Q: 3 clusters Score -69712.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69720.914062 Penalty: 653.386353
	Iteration 17Q: 3 clusters Score -69720.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -69726.929688 Penalty: 653.386353
	Iteration 18Q: 3 clusters Score -69726.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69732.585938 Penalty: 653.386353
	Iteration 19Q: 3 clusters Score -69732.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69739.695312 Penalty: 653.386353
	Iteration 20F: 3 clusters Score -69739.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69742.257812 Penalty: 653.386353
	Iteration 21Q: 3 clusters Score -69742.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69743.695312 Penalty: 653.386353
	Iteration 22Q: 3 clusters Score -69743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69744.460938 Penalty: 653.386353
	Iteration 23Q: 3 clusters Score -69744.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -69745.000000 Penalty: 653.386353
	Iteration 24Q: 3 clusters Score -69745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69745.507812 Penalty: 653.386353
	Iteration 25Q: 3 clusters Score -69745.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -69748.859375 Penalty: 653.386353
	Iteration 26Q: 3 clusters Score -69748.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69754.695312 Penalty: 653.386353
	Iteration 27Q: 3 clusters Score -69754.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69760.312500 Penalty: 653.386353
	Iteration 28Q: 3 clusters Score -69760.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -69767.437500 Penalty: 653.386353
	Iteration 29Q: 3 clusters Score -69767.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -69778.671875 Penalty: 653.386353
	Iteration 30Q: 3 clusters Score -69778.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -69784.546875 Penalty: 653.386353
	Iteration 31Q: 3 clusters Score -69784.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -69801.328125 Penalty: 653.386353
	Iteration 32Q: 3 clusters Score -69801.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -69823.664062 Penalty: 653.386353
	Iteration 33Q: 3 clusters Score -69823.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -69831.320312 Penalty: 653.386353
	Iteration 34Q: 3 clusters Score -69831.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -69836.656250 Penalty: 653.386353
	Iteration 35Q: 3 clusters Score -69836.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -69844.390625 Penalty: 653.386353
	Iteration 36Q: 3 clusters Score -69844.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -69849.125000 Penalty: 653.386353
	Iteration 37Q: 3 clusters Score -69849.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -69850.210938 Penalty: 653.386353
	Iteration 38Q: 3 clusters Score -69850.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -69850.734375 Penalty: 653.386353
	Iteration 39Q: 3 clusters Score -69850.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -69852.273438 Penalty: 653.386353
	Iteration 40F: 3 clusters Score -69852.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -8358.638672 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -8358.639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8020.741211 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -8020.741 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8094.621094 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -8094.621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8136.453125 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -8136.453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8156.521484 Penalty: 517.205750
	Iteration 3F: 3 clusters Score -8156.521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8184.953613 Penalty: 517.205750
	Iteration 4Q: 3 clusters Score -8184.954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8204.587891 Penalty: 517.205750
	Iteration 5Q: 3 clusters Score -8204.588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8218.685547 Penalty: 517.205750
	Iteration 6Q: 3 clusters Score -8218.686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8225.397461 Penalty: 517.205750
	Iteration 7Q: 3 clusters Score -8225.397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8226.527344 Penalty: 517.205750
	Iteration 8Q: 3 clusters Score -8226.527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8226.975586 Penalty: 517.205750
	Iteration 9Q: 3 clusters Score -8226.976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8228.546875 Penalty: 517.205750
	Iteration 10Q: 3 clusters Score -8228.547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8232.136719 Penalty: 517.205750
	Iteration 11Q: 3 clusters Score -8232.137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8232.136719 Penalty: 517.205750
	Iteration 12F: 3 clusters Score -8232.137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Entering Unmasked Estep 
Score: -586388.250000 Penalty: 420.162933
	Iteration 0F: 2 clusters Score -586388.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -579579.375000 Penalty: 840.325867
	Iteration 0F: 3 clusters Score -579579.4 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -582183.312500 Penalty: 840.325867
	Iteration 1F: 3 clusters Score -582183.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -582526.562500 Penalty: 840.325867
	Iteration 2F: 3 clusters Score -582526.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -583049.437500 Penalty: 840.325867
	Iteration 3F: 3 clusters Score -583049.4 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -583735.250000 Penalty: 840.325867
	Iteration 4F: 3 clusters Score -583735.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -584337.937500 Penalty: 840.325867
	Iteration 5F: 3 clusters Score -584337.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -584809.437500 Penalty: 840.325867
	Iteration 6F: 3 clusters Score -584809.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -585166.812500 Penalty: 840.325867
	Iteration 7Q: 3 clusters Score -585166.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -585389.562500 Penalty: 840.325867
	Iteration 8Q: 3 clusters Score -585389.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -585548.500000 Penalty: 840.325867
	Iteration 9Q: 3 clusters Score -585548.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -585672.562500 Penalty: 840.325867
	Iteration 10Q: 3 clusters Score -585672.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -585779.875000 Penalty: 840.325867
	Iteration 11Q: 3 clusters Score -585779.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -585890.937500 Penalty: 840.325867
	Iteration 12Q: 3 clusters Score -585890.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -585988.437500 Penalty: 840.325867
	Iteration 13Q: 3 clusters Score -585988.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -586071.562500 Penalty: 840.325867
	Iteration 14Q: 3 clusters Score -586071.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -586132.687500 Penalty: 840.325867
	Iteration 15Q: 3 clusters Score -586132.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -586178.750000 Penalty: 840.325867
	Iteration 16Q: 3 clusters Score -586178.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -586216.937500 Penalty: 840.325867
	Iteration 17Q: 3 clusters Score -586216.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -586240.312500 Penalty: 840.325867
	Iteration 18Q: 3 clusters Score -586240.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -586258.687500 Penalty: 840.325867
	Iteration 19Q: 3 clusters Score -586258.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -586272.437500 Penalty: 840.325867
	Iteration 20F: 3 clusters Score -586272.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -586283.750000 Penalty: 840.325867
	Iteration 21Q: 3 clusters Score -586283.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -586288.812500 Penalty: 840.325867
	Iteration 22Q: 3 clusters Score -586288.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -586291.187500 Penalty: 840.325867
	Iteration 23Q: 3 clusters Score -586291.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -586292.812500 Penalty: 840.325867
	Iteration 24Q: 3 clusters Score -586292.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -586295.812500 Penalty: 840.325867
	Iteration 25Q: 3 clusters Score -586295.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -586297.062500 Penalty: 840.325867
	Iteration 26Q: 3 clusters Score -586297.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -586298.687500 Penalty: 840.325867
	Iteration 27Q: 3 clusters Score -586298.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -586300.125000 Penalty: 840.325867
	Iteration 28Q: 3 clusters Score -586300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -586299.250000 Penalty: 840.325867
	Iteration 29Q: 3 clusters Score -586299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -586298.937500 Penalty: 840.325867
	Iteration 30Q: 3 clusters Score -586298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -586299.500000 Penalty: 840.325867
	Iteration 31Q: 3 clusters Score -586299.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -586299.500000 Penalty: 840.325867
	Iteration 32F: 3 clusters Score -586299.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -5712.795410 Penalty: 217.830872
	Iteration 0F: 2 clusters Score -5712.795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5512.077148 Penalty: 435.661743
	Iteration 0F: 3 clusters Score -5512.077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5563.051270 Penalty: 435.661743
	Iteration 1F: 3 clusters Score -5563.051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5581.745605 Penalty: 435.661743
	Iteration 2Q: 3 clusters Score -5581.746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5600.208496 Penalty: 435.661743
	Iteration 3Q: 3 clusters Score -5600.208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5603.669922 Penalty: 435.661743
	Iteration 4Q: 3 clusters Score -5603.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5604.844238 Penalty: 435.661743
	Iteration 5Q: 3 clusters Score -5604.844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5607.956543 Penalty: 435.661743
	Iteration 6Q: 3 clusters Score -5607.957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5609.280762 Penalty: 435.661743
	Iteration 7Q: 3 clusters Score -5609.281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5609.280762 Penalty: 435.661743
	Iteration 8F: 3 clusters Score -5609.281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -11348.115234 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -11348.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10978.400391 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -10978.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11065.064453 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -11065.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11100.565430 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -11100.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11114.467773 Penalty: 524.060059
	Iteration 3Q: 3 clusters Score -11114.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11119.712891 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -11119.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11122.694336 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -11122.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11124.911133 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -11124.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11129.197266 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -11129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11129.656250 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -11129.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11129.656250 Penalty: 524.060059
	Iteration 9F: 3 clusters Score -11129.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -2369.397949 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -2369.398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2229.921631 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -2229.922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2246.906982 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -2246.907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -4383.074707 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -4383.075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4206.623047 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -4206.623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4242.739746 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -4242.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4257.357910 Penalty: 395.286285
	Iteration 2F: 3 clusters Score -4257.358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4262.993652 Penalty: 395.286285
	Iteration 3Q: 3 clusters Score -4262.994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4262.993652 Penalty: 395.286285
	Iteration 4F: 3 clusters Score -4262.994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (71 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Entering Unmasked Estep 
Score: -3772.653564 Penalty: 193.951935
	Iteration 0F: 2 clusters Score -3772.654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3608.006592 Penalty: 387.903870
	Iteration 0F: 3 clusters Score -3608.007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3646.299072 Penalty: 387.903870
	Iteration 1F: 3 clusters Score -3646.299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3655.481689 Penalty: 387.903870
	Iteration 2Q: 3 clusters Score -3655.482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3660.135498 Penalty: 387.903870
	Iteration 3Q: 3 clusters Score -3660.135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3660.135498 Penalty: 387.903870
	Iteration 4F: 3 clusters Score -3660.135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -2086.487549 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -2086.488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1888.551636 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -1888.552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1937.996094 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -1937.996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1995.159058 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -1995.159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2006.925293 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -2006.925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2006.925293 Penalty: 442.945648
	Iteration 4F: 3 clusters Score -2006.925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -8142.321777 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -8142.322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7891.375977 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -7891.376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7961.197266 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -7961.197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7981.250488 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -7981.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7995.104980 Penalty: 471.542328
	Iteration 3F: 3 clusters Score -7995.105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7999.216797 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -7999.217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8002.495117 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -8002.495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8002.495117 Penalty: 471.542328
	Iteration 6F: 3 clusters Score -8002.495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3640.156738 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3640.157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3462.433350 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3462.433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3510.411865 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3510.412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -4576.363770 Penalty: 212.613708
	Iteration 0F: 2 clusters Score -4576.364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4392.479492 Penalty: 425.227417
	Iteration 0F: 3 clusters Score -4392.479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4427.802246 Penalty: 425.227417
	Iteration 1F: 3 clusters Score -4427.802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4431.783203 Penalty: 425.227417
	Iteration 2Q: 3 clusters Score -4431.783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4439.743652 Penalty: 425.227417
	Iteration 3Q: 3 clusters Score -4439.744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4442.554688 Penalty: 425.227417
	Iteration 4Q: 3 clusters Score -4442.555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4446.559082 Penalty: 425.227417
	Iteration 5Q: 3 clusters Score -4446.559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4446.559082 Penalty: 425.227417
	Iteration 6F: 3 clusters Score -4446.559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -11653.126953 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -11653.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11355.247070 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -11355.25 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11457.934570 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -11457.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11513.514648 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -11513.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11567.274414 Penalty: 494.865234
	Iteration 3F: 3 clusters Score -11567.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11610.925781 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -11610.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11631.487305 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -11631.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11644.147461 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -11644.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11645.786133 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -11645.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11647.475586 Penalty: 494.865234
	Iteration 8Q: 3 clusters Score -11647.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11648.850586 Penalty: 494.865234
	Iteration 9Q: 3 clusters Score -11648.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11648.850586 Penalty: 494.865234
	Iteration 10F: 3 clusters Score -11648.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Entering Unmasked Estep 
Score: -116076.445312 Penalty: 350.280975
	Iteration 0F: 2 clusters Score -116076.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -114516.289062 Penalty: 700.561951
	Iteration 0F: 3 clusters Score -114516.3 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -115229.414062 Penalty: 700.561951
	Iteration 1F: 3 clusters Score -115229.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -115472.351562 Penalty: 700.561951
	Iteration 2F: 3 clusters Score -115472.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -115620.367188 Penalty: 700.561951
	Iteration 3F: 3 clusters Score -115620.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -115697.312500 Penalty: 700.561951
	Iteration 4F: 3 clusters Score -115697.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -115736.218750 Penalty: 700.561951
	Iteration 5Q: 3 clusters Score -115736.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -115766.281250 Penalty: 700.561951
	Iteration 6Q: 3 clusters Score -115766.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -115785.757812 Penalty: 700.561951
	Iteration 7Q: 3 clusters Score -115785.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -115800.171875 Penalty: 700.561951
	Iteration 8Q: 3 clusters Score -115800.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -115815.726562 Penalty: 700.561951
	Iteration 9Q: 3 clusters Score -115815.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -115832.226562 Penalty: 700.561951
	Iteration 10Q: 3 clusters Score -115832.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -115853.945312 Penalty: 700.561951
	Iteration 11Q: 3 clusters Score -115853.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -115867.539062 Penalty: 700.561951
	Iteration 12Q: 3 clusters Score -115867.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -115875.335938 Penalty: 700.561951
	Iteration 13Q: 3 clusters Score -115875.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -115879.195312 Penalty: 700.561951
	Iteration 14Q: 3 clusters Score -115879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -115880.882812 Penalty: 700.561951
	Iteration 15Q: 3 clusters Score -115880.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -115883.039062 Penalty: 700.561951
	Iteration 16Q: 3 clusters Score -115883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -115886.312500 Penalty: 700.561951
	Iteration 17Q: 3 clusters Score -115886.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -115892.320312 Penalty: 700.561951
	Iteration 18Q: 3 clusters Score -115892.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -115898.578125 Penalty: 700.561951
	Iteration 19Q: 3 clusters Score -115898.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -115902.195312 Penalty: 700.561951
	Iteration 20F: 3 clusters Score -115902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -115906.414062 Penalty: 700.561951
	Iteration 21Q: 3 clusters Score -115906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -115908.390625 Penalty: 700.561951
	Iteration 22Q: 3 clusters Score -115908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -115910.546875 Penalty: 700.561951
	Iteration 23Q: 3 clusters Score -115910.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -115912.765625 Penalty: 700.561951
	Iteration 24Q: 3 clusters Score -115912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -115913.289062 Penalty: 700.561951
	Iteration 25Q: 3 clusters Score -115913.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -115913.585938 Penalty: 700.561951
	Iteration 26Q: 3 clusters Score -115913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -115914.000000 Penalty: 700.561951
	Iteration 27Q: 3 clusters Score -115914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -115914.304688 Penalty: 700.561951
	Iteration 28Q: 3 clusters Score -115914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -115914.203125 Penalty: 700.561951
	Iteration 29Q: 3 clusters Score -115914.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -115914.203125 Penalty: 700.561951
	Iteration 30F: 3 clusters Score -115914.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -10153.921875 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -10153.92 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 109 members 
Entering Unmasked Estep 
Score: -9889.993164 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9889.993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10057.904297 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -10057.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10142.239258 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -10142.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10191.962891 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -10191.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10246.968750 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -10246.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10262.939453 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -10262.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10272.802734 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -10272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10272.802734 Penalty: 479.842987
	Iteration 7F: 3 clusters Score -10272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 98 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2205 members 
Mstep: Class 45 contains 97 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5171 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10139752.000000 Penalty: 34269.398438
Splitting cluster 45 changes total score from -10139940.000000 to -10139752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -19456.695312 Penalty: 274.831573
	Iteration 0F: 2 clusters Score -19456.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19039.542969 Penalty: 549.663147
	Iteration 0F: 3 clusters Score -19039.54 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19291.654297 Penalty: 549.663147
	Iteration 1F: 3 clusters Score -19291.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19357.835938 Penalty: 549.663147
	Iteration 2F: 3 clusters Score -19357.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19399.878906 Penalty: 549.663147
	Iteration 3F: 3 clusters Score -19399.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19416.222656 Penalty: 549.663147
	Iteration 4Q: 3 clusters Score -19416.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19417.470703 Penalty: 549.663147
	Iteration 5Q: 3 clusters Score -19417.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19417.617188 Penalty: 549.663147
	Iteration 6Q: 3 clusters Score -19417.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19417.617188 Penalty: 549.663147
	Iteration 7F: 3 clusters Score -19417.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -35474.703125 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -35474.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -34882.343750 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -34882.34 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -35048.917969 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -35048.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -35085.105469 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -35085.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35110.789062 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -35110.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35124.449219 Penalty: 590.517639
	Iteration 4Q: 3 clusters Score -35124.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -35130.730469 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -35130.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35136.734375 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -35136.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -35143.535156 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -35143.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35148.378906 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -35148.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35153.628906 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -35153.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -35156.515625 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -35156.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -35160.324219 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -35160.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -35164.632812 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -35164.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -35166.617188 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -35166.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -35167.906250 Penalty: 590.517639
	Iteration 14Q: 3 clusters Score -35167.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -35168.765625 Penalty: 590.517639
	Iteration 15Q: 3 clusters Score -35168.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -35169.058594 Penalty: 590.517639
	Iteration 16Q: 3 clusters Score -35169.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -35170.234375 Penalty: 590.517639
	Iteration 17Q: 3 clusters Score -35170.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -35171.804688 Penalty: 590.517639
	Iteration 18Q: 3 clusters Score -35171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -35172.421875 Penalty: 590.517639
	Iteration 19Q: 3 clusters Score -35172.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -35173.914062 Penalty: 590.517639
	Iteration 20F: 3 clusters Score -35173.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -35174.234375 Penalty: 590.517639
	Iteration 21Q: 3 clusters Score -35174.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -35174.417969 Penalty: 590.517639
	Iteration 22Q: 3 clusters Score -35174.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -35174.566406 Penalty: 590.517639
	Iteration 23Q: 3 clusters Score -35174.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -35174.566406 Penalty: 590.517639
	Iteration 24F: 3 clusters Score -35174.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -20823.166016 Penalty: 271.923950
	Iteration 0F: 2 clusters Score -20823.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20418.373047 Penalty: 543.847900
	Iteration 0F: 3 clusters Score -20418.37 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20546.296875 Penalty: 543.847900
	Iteration 1F: 3 clusters Score -20546.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20579.625000 Penalty: 543.847900
	Iteration 2F: 3 clusters Score -20579.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20609.126953 Penalty: 543.847900
	Iteration 3F: 3 clusters Score -20609.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20634.152344 Penalty: 543.847900
	Iteration 4Q: 3 clusters Score -20634.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20648.636719 Penalty: 543.847900
	Iteration 5Q: 3 clusters Score -20648.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20656.757812 Penalty: 543.847900
	Iteration 6Q: 3 clusters Score -20656.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20661.613281 Penalty: 543.847900
	Iteration 7Q: 3 clusters Score -20661.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20662.177734 Penalty: 543.847900
	Iteration 8Q: 3 clusters Score -20662.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20665.376953 Penalty: 543.847900
	Iteration 9Q: 3 clusters Score -20665.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20665.507812 Penalty: 543.847900
	Iteration 10Q: 3 clusters Score -20665.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20665.507812 Penalty: 543.847900
	Iteration 11F: 3 clusters Score -20665.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5860.652344 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5860.652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5645.819824 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -5645.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5698.140625 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5698.141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5710.018066 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -5710.018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5713.352051 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5713.352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5719.154297 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5719.154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5726.547363 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -5726.547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5740.354492 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -5740.354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5755.752441 Penalty: 428.567261
	Iteration 7Q: 3 clusters Score -5755.752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5765.450684 Penalty: 428.567261
	Iteration 8Q: 3 clusters Score -5765.451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5767.817383 Penalty: 428.567261
	Iteration 9Q: 3 clusters Score -5767.817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5770.992676 Penalty: 428.567261
	Iteration 10Q: 3 clusters Score -5770.993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5793.913086 Penalty: 428.567261
	Iteration 11Q: 3 clusters Score -5793.913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5798.087402 Penalty: 428.567261
	Iteration 12Q: 3 clusters Score -5798.087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5809.220703 Penalty: 428.567261
	Iteration 13Q: 3 clusters Score -5809.221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5812.187500 Penalty: 428.567261
	Iteration 14Q: 3 clusters Score -5812.188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5812.187500 Penalty: 428.567261
	Iteration 15F: 3 clusters Score -5812.188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -6454.811523 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -6454.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6171.952148 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -6171.952 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6235.781250 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -6235.781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6257.520020 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -6257.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6271.910645 Penalty: 493.268707
	Iteration 3F: 3 clusters Score -6271.911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6275.643066 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -6275.643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6276.687012 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -6276.687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6277.070801 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -6277.071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6277.070801 Penalty: 493.268707
	Iteration 7F: 3 clusters Score -6277.071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -24543.960938 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -24543.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24085.564453 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -24085.56 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24257.792969 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -24257.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24349.228516 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -24349.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24395.925781 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -24395.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24464.017578 Penalty: 555.332825
	Iteration 4F: 3 clusters Score -24464.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24577.906250 Penalty: 555.332825
	Iteration 5F: 3 clusters Score -24577.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24627.134766 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -24627.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24651.708984 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -24651.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24657.576172 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -24657.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24659.425781 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -24659.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24661.654297 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -24661.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24663.199219 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -24663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24666.750000 Penalty: 555.332825
	Iteration 12Q: 3 clusters Score -24666.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24670.330078 Penalty: 555.332825
	Iteration 13Q: 3 clusters Score -24670.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24681.201172 Penalty: 555.332825
	Iteration 14Q: 3 clusters Score -24681.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24711.667969 Penalty: 555.332825
	Iteration 15Q: 3 clusters Score -24711.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24742.035156 Penalty: 555.332825
	Iteration 16Q: 3 clusters Score -24742.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24763.472656 Penalty: 555.332825
	Iteration 17Q: 3 clusters Score -24763.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24771.667969 Penalty: 555.332825
	Iteration 18Q: 3 clusters Score -24771.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24772.542969 Penalty: 555.332825
	Iteration 19Q: 3 clusters Score -24772.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24772.542969 Penalty: 555.332825
	Iteration 20F: 3 clusters Score -24772.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 193 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2205 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5171 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10139898.000000 Penalty: 34269.398438
Splitting cluster 51 changes total score from -10139940.000000 to -10139898.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -33972.156250 Penalty: 293.925659
	Iteration 0F: 2 clusters Score -33972.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33413.800781 Penalty: 587.851318
	Iteration 0F: 3 clusters Score -33413.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33613.355469 Penalty: 587.851318
	Iteration 1F: 3 clusters Score -33613.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33670.730469 Penalty: 587.851318
	Iteration 2F: 3 clusters Score -33670.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33737.648438 Penalty: 587.851318
	Iteration 3F: 3 clusters Score -33737.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33782.210938 Penalty: 587.851318
	Iteration 4F: 3 clusters Score -33782.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33833.781250 Penalty: 587.851318
	Iteration 5Q: 3 clusters Score -33833.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33857.746094 Penalty: 587.851318
	Iteration 6Q: 3 clusters Score -33857.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33895.218750 Penalty: 587.851318
	Iteration 7Q: 3 clusters Score -33895.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33920.691406 Penalty: 587.851318
	Iteration 8Q: 3 clusters Score -33920.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33932.058594 Penalty: 587.851318
	Iteration 9Q: 3 clusters Score -33932.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33942.386719 Penalty: 587.851318
	Iteration 10Q: 3 clusters Score -33942.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33950.035156 Penalty: 587.851318
	Iteration 11Q: 3 clusters Score -33950.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -33960.023438 Penalty: 587.851318
	Iteration 12Q: 3 clusters Score -33960.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33976.156250 Penalty: 587.851318
	Iteration 13Q: 3 clusters Score -33976.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -33990.464844 Penalty: 587.851318
	Iteration 14Q: 3 clusters Score -33990.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -33998.882812 Penalty: 587.851318
	Iteration 15Q: 3 clusters Score -33998.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -34001.660156 Penalty: 587.851318
	Iteration 16Q: 3 clusters Score -34001.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -34002.351562 Penalty: 587.851318
	Iteration 17Q: 3 clusters Score -34002.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -34002.796875 Penalty: 587.851318
	Iteration 18Q: 3 clusters Score -34002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -34002.796875 Penalty: 587.851318
	Iteration 19F: 3 clusters Score -34002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 347 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2205 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 292 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5171 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10139714.000000 Penalty: 34269.398438
Splitting cluster 52 changes total score from -10139940.000000 to -10139714.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -26145.718750 Penalty: 284.723877
	Iteration 0F: 2 clusters Score -26145.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25652.119141 Penalty: 569.447754
	Iteration 0F: 3 clusters Score -25652.12 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25810.718750 Penalty: 569.447754
	Iteration 1F: 3 clusters Score -25810.72 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25916.900391 Penalty: 569.447754
	Iteration 2F: 3 clusters Score -25916.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -26012.312500 Penalty: 569.447754
	Iteration 3F: 3 clusters Score -26012.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26090.693359 Penalty: 569.447754
	Iteration 4F: 3 clusters Score -26090.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -26187.208984 Penalty: 569.447754
	Iteration 5F: 3 clusters Score -26187.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -26208.916016 Penalty: 569.447754
	Iteration 6Q: 3 clusters Score -26208.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -26212.888672 Penalty: 569.447754
	Iteration 7Q: 3 clusters Score -26212.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -26216.478516 Penalty: 569.447754
	Iteration 8Q: 3 clusters Score -26216.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -26222.703125 Penalty: 569.447754
	Iteration 9Q: 3 clusters Score -26222.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -26226.798828 Penalty: 569.447754
	Iteration 10Q: 3 clusters Score -26226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -26230.970703 Penalty: 569.447754
	Iteration 11Q: 3 clusters Score -26230.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -26230.970703 Penalty: 569.447754
	Iteration 12F: 3 clusters Score -26230.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 416 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2205 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5171 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10139756.000000 Penalty: 34269.398438
Splitting cluster 53 changes total score from -10139940.000000 to -10139756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -16103.542969 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -16103.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15743.903320 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -15743.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15933.953125 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -15933.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16028.683594 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -16028.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16075.052734 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -16075.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16096.934570 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -16096.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16105.427734 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -16105.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16106.599609 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -16106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16106.599609 Penalty: 515.644836
	Iteration 7F: 3 clusters Score -16106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 83 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2205 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 206 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 5171 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10139648.000000 Penalty: 34269.398438
Splitting cluster 54 changes total score from -10139940.000000 to -10139648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -9226.969727 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -9226.97 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 76 members 
Entering Unmasked Estep 
Score: -8953.090820 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8953.091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8999.778320 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8999.778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9024.273438 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -9024.273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9067.431641 Penalty: 461.270294
	Iteration 3F: 3 clusters Score -9067.432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9102.381836 Penalty: 461.270294
	Iteration 4F: 3 clusters Score -9102.382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9155.352539 Penalty: 461.270294
	Iteration 5F: 3 clusters Score -9155.353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9201.355469 Penalty: 461.270294
	Iteration 6F: 3 clusters Score -9201.355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9208.694336 Penalty: 461.270294
	Iteration 7Q: 3 clusters Score -9208.694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9217.190430 Penalty: 461.270294
	Iteration 8Q: 3 clusters Score -9217.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9217.190430 Penalty: 461.270294
	Iteration 9F: 3 clusters Score -9217.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -29344.287109 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -29344.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28846.742188 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -28846.74 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28975.802734 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -28975.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28997.744141 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -28997.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29009.390625 Penalty: 568.395691
	Iteration 3Q: 3 clusters Score -29009.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29018.642578 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -29018.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29027.482422 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -29027.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29034.824219 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -29034.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29038.990234 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -29038.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29042.542969 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -29042.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29045.468750 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -29045.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29047.716797 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -29047.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29048.029297 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -29048.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29048.240234 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -29048.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29048.486328 Penalty: 568.395691
	Iteration 13Q: 3 clusters Score -29048.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29048.486328 Penalty: 568.395691
	Iteration 14F: 3 clusters Score -29048.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -25752.441406 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -25752.44 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 246 members 
Entering Unmasked Estep 
Score: -25285.179688 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -25285.18 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25444.718750 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -25444.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25523.609375 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -25523.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25596.867188 Penalty: 556.947083
	Iteration 3F: 3 clusters Score -25596.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -25661.871094 Penalty: 556.947083
	Iteration 4F: 3 clusters Score -25661.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -25703.796875 Penalty: 556.947083
	Iteration 5Q: 3 clusters Score -25703.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25726.564453 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -25726.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25742.865234 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -25742.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -25756.410156 Penalty: 556.947083
	Iteration 8Q: 3 clusters Score -25756.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25775.404297 Penalty: 556.947083
	Iteration 9Q: 3 clusters Score -25775.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25792.960938 Penalty: 556.947083
	Iteration 10Q: 3 clusters Score -25792.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25798.234375 Penalty: 556.947083
	Iteration 11Q: 3 clusters Score -25798.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25799.765625 Penalty: 556.947083
	Iteration 12Q: 3 clusters Score -25799.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -25801.496094 Penalty: 556.947083
	Iteration 13Q: 3 clusters Score -25801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25808.294922 Penalty: 556.947083
	Iteration 14Q: 3 clusters Score -25808.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25826.714844 Penalty: 556.947083
	Iteration 15Q: 3 clusters Score -25826.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -25839.246094 Penalty: 556.947083
	Iteration 16Q: 3 clusters Score -25839.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25841.166016 Penalty: 556.947083
	Iteration 17Q: 3 clusters Score -25841.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25841.611328 Penalty: 556.947083
	Iteration 18Q: 3 clusters Score -25841.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25841.611328 Penalty: 556.947083
	Iteration 19F: 3 clusters Score -25841.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2205 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 159 members 
Mstep: Class 59 contains 5171 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10139766.000000 Penalty: 34269.398438
Splitting cluster 57 changes total score from -10139940.000000 to -10139766.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (5171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Entering Unmasked Estep 
Score: -273099.281250 Penalty: 389.062378
	Iteration 0F: 2 clusters Score -273099.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -269655.406250 Penalty: 778.124756
	Iteration 0F: 3 clusters Score -269655.4 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -271039.781250 Penalty: 778.124756
	Iteration 1F: 3 clusters Score -271039.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -271217.531250 Penalty: 778.124756
	Iteration 2F: 3 clusters Score -271217.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -271416.000000 Penalty: 778.124756
	Iteration 3F: 3 clusters Score -271416 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -271609.687500 Penalty: 778.124756
	Iteration 4F: 3 clusters Score -271609.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -271800.281250 Penalty: 778.124756
	Iteration 5F: 3 clusters Score -271800.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -271964.500000 Penalty: 778.124756
	Iteration 6F: 3 clusters Score -271964.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -272110.750000 Penalty: 778.124756
	Iteration 7Q: 3 clusters Score -272110.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -272268.500000 Penalty: 778.124756
	Iteration 8Q: 3 clusters Score -272268.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -272425.937500 Penalty: 778.124756
	Iteration 9Q: 3 clusters Score -272425.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -272579.406250 Penalty: 778.124756
	Iteration 10Q: 3 clusters Score -272579.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -272739.250000 Penalty: 778.124756
	Iteration 11Q: 3 clusters Score -272739.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -272928.906250 Penalty: 778.124756
	Iteration 12Q: 3 clusters Score -272928.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -273119.687500 Penalty: 778.124756
	Iteration 13Q: 3 clusters Score -273119.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -273276.312500 Penalty: 778.124756
	Iteration 14Q: 3 clusters Score -273276.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -273435.250000 Penalty: 778.124756
	Iteration 15Q: 3 clusters Score -273435.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -273577.031250 Penalty: 778.124756
	Iteration 16Q: 3 clusters Score -273577 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -273758.625000 Penalty: 778.124756
	Iteration 17Q: 3 clusters Score -273758.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -273882.687500 Penalty: 778.124756
	Iteration 18Q: 3 clusters Score -273882.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -273966.750000 Penalty: 778.124756
	Iteration 19Q: 3 clusters Score -273966.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -273997.656250 Penalty: 778.124756
	Iteration 20F: 3 clusters Score -273997.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -274027.312500 Penalty: 778.124756
	Iteration 21Q: 3 clusters Score -274027.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -274054.156250 Penalty: 778.124756
	Iteration 22Q: 3 clusters Score -274054.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -274073.000000 Penalty: 778.124756
	Iteration 23Q: 3 clusters Score -274073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -274082.156250 Penalty: 778.124756
	Iteration 24Q: 3 clusters Score -274082.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -274093.125000 Penalty: 778.124756
	Iteration 25Q: 3 clusters Score -274093.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -274110.125000 Penalty: 778.124756
	Iteration 26Q: 3 clusters Score -274110.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -274112.218750 Penalty: 778.124756
	Iteration 27Q: 3 clusters Score -274112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -274116.812500 Penalty: 778.124756
	Iteration 28Q: 3 clusters Score -274116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -274121.281250 Penalty: 778.124756
	Iteration 29Q: 3 clusters Score -274121.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -274123.750000 Penalty: 778.124756
	Iteration 30Q: 3 clusters Score -274123.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -274130.031250 Penalty: 778.124756
	Iteration 31Q: 3 clusters Score -274130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -274150.750000 Penalty: 778.124756
	Iteration 32Q: 3 clusters Score -274150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -274171.625000 Penalty: 778.124756
	Iteration 33Q: 3 clusters Score -274171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -274179.562500 Penalty: 778.124756
	Iteration 34Q: 3 clusters Score -274179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -274181.812500 Penalty: 778.124756
	Iteration 35Q: 3 clusters Score -274181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -274182.875000 Penalty: 778.124756
	Iteration 36F: 3 clusters Score -274182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -274183.468750 Penalty: 778.124756
	Iteration 37Q: 3 clusters Score -274183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -274184.531250 Penalty: 778.124756
	Iteration 38Q: 3 clusters Score -274184.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -274184.656250 Penalty: 778.124756
	Iteration 39Q: 3 clusters Score -274184.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -274184.656250 Penalty: 778.124756
	Iteration 40F: 3 clusters Score -274184.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 4819 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2205 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 352 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10140860.000000 Penalty: 34269.398438
Splitting cluster 59 changes total score from -10139940.000000 to -10140860.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 60 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -7303.404785 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -7303.405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7073.943359 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7073.943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7138.442383 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -7138.442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7196.626953 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -7196.627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7204.228516 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -7204.229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7208.983398 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -7208.983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7212.399414 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -7212.399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7214.065430 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -7214.065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7218.353516 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -7218.354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7225.634766 Penalty: 447.051605
	Iteration 8Q: 3 clusters Score -7225.635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7232.852051 Penalty: 447.051605
	Iteration 9Q: 3 clusters Score -7232.852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7242.238281 Penalty: 447.051605
	Iteration 10Q: 3 clusters Score -7242.238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7242.238281 Penalty: 447.051605
	Iteration 11F: 3 clusters Score -7242.238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -4688.210449 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -4688.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4507.441406 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -4507.441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4572.210938 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -4572.211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4589.065430 Penalty: 412.466553
	Iteration 2Q: 3 clusters Score -4589.065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4596.287598 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -4596.288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4596.287598 Penalty: 412.466553
	Iteration 4F: 3 clusters Score -4596.288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -6359.636230 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -6359.636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6135.604004 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -6135.604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6177.784668 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -6177.785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6181.384277 Penalty: 431.788818
	Iteration 2Q: 3 clusters Score -6181.384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6183.998047 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -6183.998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6183.998047 Penalty: 431.788818
	Iteration 4F: 3 clusters Score -6183.998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -14373.551758 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -14373.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14058.916992 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -14058.92 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14125.043945 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -14125.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14149.443359 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -14149.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14159.916016 Penalty: 504.254974
	Iteration 3Q: 3 clusters Score -14159.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14167.777344 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -14167.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14173.149414 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -14173.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14180.502930 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -14180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14186.836914 Penalty: 504.254974
	Iteration 7Q: 3 clusters Score -14186.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14191.916992 Penalty: 504.254974
	Iteration 8Q: 3 clusters Score -14191.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14192.872070 Penalty: 504.254974
	Iteration 9Q: 3 clusters Score -14192.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14195.073242 Penalty: 504.254974
	Iteration 10Q: 3 clusters Score -14195.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14197.396484 Penalty: 504.254974
	Iteration 11Q: 3 clusters Score -14197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14198.722656 Penalty: 504.254974
	Iteration 12Q: 3 clusters Score -14198.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14200.746094 Penalty: 504.254974
	Iteration 13Q: 3 clusters Score -14200.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14200.746094 Penalty: 504.254974
	Iteration 14F: 3 clusters Score -14200.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102073 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2205 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 352 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140952.000000 Penalty: 34269.398438
Iteration 159Q: 63 clusters Score -1.014095e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 416 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37104 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2909 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1064 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 50 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 4776 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2227 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 640 members 
Mstep: Class 53 contains 522 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 455 members 
Mstep: Class 59 contains 374 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141031.000000 Penalty: 34269.398438
Iteration 160F: 63 clusters Score -1.014103e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37106 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2904 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 4795 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2236 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 393 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 639 members 
Mstep: Class 53 contains 514 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 454 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141061.000000 Penalty: 34269.398438
Iteration 161Q: 63 clusters Score -1.014106e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37108 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2902 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 4820 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 393 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 636 members 
Mstep: Class 53 contains 505 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141066.000000 Penalty: 34269.398438
Iteration 162Q: 63 clusters Score -1.014107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1051 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 4831 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2236 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 393 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 501 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141065.000000 Penalty: 34269.398438
Iteration 163Q: 63 clusters Score -1.014106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1052 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4834 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2236 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 499 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141064.000000 Penalty: 34269.398438
Iteration 164Q: 63 clusters Score -1.014106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1051 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4842 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2235 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 496 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141068.000000 Penalty: 34269.398438
Iteration 165Q: 63 clusters Score -1.014107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 120 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4845 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141063.000000 Penalty: 34269.398438
Iteration 166Q: 63 clusters Score -1.014106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 119 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4845 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2235 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141071.000000 Penalty: 34269.398438
Iteration 167Q: 63 clusters Score -1.014107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4847 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2236 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141075.000000 Penalty: 34269.398438
Iteration 168Q: 63 clusters Score -1.014108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 421 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141078.000000 Penalty: 34269.398438
Iteration 169Q: 63 clusters Score -1.014108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141079.000000 Penalty: 34269.398438
Iteration 170Q: 63 clusters Score -1.014108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141079.000000 Penalty: 34269.398438
Iteration 171F: 63 clusters Score -1.014108e+07 nChanged 0
Entering ConstructFrom: 
Score: -10141079.000000 Penalty: 34269.398438
Entering ConstructFrom: 
Trying to split cluster 1 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -5123.477051 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -5123.477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4930.182617 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4930.183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4976.381836 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4976.382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4980.688477 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -4980.688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4981.064941 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4981.065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4982.922852 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4982.923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4990.303223 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4990.303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4994.730469 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -4994.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4996.570801 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -4996.571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4996.570801 Penalty: 437.165894
	Iteration 8F: 3 clusters Score -4996.571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -75734.117188 Penalty: 330.513367
	Iteration 0F: 2 clusters Score -75734.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -74668.875000 Penalty: 661.026733
	Iteration 0F: 3 clusters Score -74668.88 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -75095.289062 Penalty: 661.026733
	Iteration 1F: 3 clusters Score -75095.29 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -75209.484375 Penalty: 661.026733
	Iteration 2F: 3 clusters Score -75209.48 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -75284.273438 Penalty: 661.026733
	Iteration 3F: 3 clusters Score -75284.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -75351.648438 Penalty: 661.026733
	Iteration 4F: 3 clusters Score -75351.65 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -75421.414062 Penalty: 661.026733
	Iteration 5Q: 3 clusters Score -75421.41 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -75489.617188 Penalty: 661.026733
	Iteration 6F: 3 clusters Score -75489.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -75528.921875 Penalty: 661.026733
	Iteration 7Q: 3 clusters Score -75528.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -75547.414062 Penalty: 661.026733
	Iteration 8Q: 3 clusters Score -75547.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -75561.617188 Penalty: 661.026733
	Iteration 9Q: 3 clusters Score -75561.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -75574.328125 Penalty: 661.026733
	Iteration 10Q: 3 clusters Score -75574.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -75583.929688 Penalty: 661.026733
	Iteration 11Q: 3 clusters Score -75583.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -75591.234375 Penalty: 661.026733
	Iteration 12Q: 3 clusters Score -75591.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -75592.914062 Penalty: 661.026733
	Iteration 13Q: 3 clusters Score -75592.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -75594.835938 Penalty: 661.026733
	Iteration 14Q: 3 clusters Score -75594.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -75596.281250 Penalty: 661.026733
	Iteration 15Q: 3 clusters Score -75596.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -75597.320312 Penalty: 661.026733
	Iteration 16Q: 3 clusters Score -75597.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -75599.460938 Penalty: 661.026733
	Iteration 17Q: 3 clusters Score -75599.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -75600.429688 Penalty: 661.026733
	Iteration 18Q: 3 clusters Score -75600.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -75600.882812 Penalty: 661.026733
	Iteration 19Q: 3 clusters Score -75600.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -75601.578125 Penalty: 661.026733
	Iteration 20F: 3 clusters Score -75601.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -75602.078125 Penalty: 661.026733
	Iteration 21Q: 3 clusters Score -75602.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -75602.343750 Penalty: 661.026733
	Iteration 22Q: 3 clusters Score -75602.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -75602.406250 Penalty: 661.026733
	Iteration 23Q: 3 clusters Score -75602.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -75602.406250 Penalty: 661.026733
	Iteration 24F: 3 clusters Score -75602.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -9515.018555 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -9515.019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9239.791016 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -9239.791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9291.547852 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -9291.548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9307.759766 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -9307.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9315.019531 Penalty: 477.956909
	Iteration 3Q: 3 clusters Score -9315.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9316.277344 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -9316.277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9316.277344 Penalty: 477.956909
	Iteration 5F: 3 clusters Score -9316.277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -21442.199219 Penalty: 275.047729
	Iteration 0F: 2 clusters Score -21442.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21038.886719 Penalty: 550.095459
	Iteration 0F: 3 clusters Score -21038.89 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21181.964844 Penalty: 550.095459
	Iteration 1F: 3 clusters Score -21181.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21208.042969 Penalty: 550.095459
	Iteration 2F: 3 clusters Score -21208.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21218.375000 Penalty: 550.095459
	Iteration 3Q: 3 clusters Score -21218.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21222.644531 Penalty: 550.095459
	Iteration 4Q: 3 clusters Score -21222.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21225.080078 Penalty: 550.095459
	Iteration 5Q: 3 clusters Score -21225.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21225.544922 Penalty: 550.095459
	Iteration 6Q: 3 clusters Score -21225.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21225.544922 Penalty: 550.095459
	Iteration 7F: 3 clusters Score -21225.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -177674.390625 Penalty: 364.712402
	Iteration 0F: 2 clusters Score -177674.4 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 1539 members 
Entering Unmasked Estep 
Score: -175558.390625 Penalty: 729.424805
	Iteration 0F: 3 clusters Score -175558.4 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -176256.125000 Penalty: 729.424805
	Iteration 1F: 3 clusters Score -176256.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -176375.265625 Penalty: 729.424805
	Iteration 2F: 3 clusters Score -176375.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -176519.015625 Penalty: 729.424805
	Iteration 3F: 3 clusters Score -176519 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -176690.968750 Penalty: 729.424805
	Iteration 4F: 3 clusters Score -176691 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -176870.515625 Penalty: 729.424805
	Iteration 5F: 3 clusters Score -176870.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -177001.718750 Penalty: 729.424805
	Iteration 6F: 3 clusters Score -177001.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -177083.875000 Penalty: 729.424805
	Iteration 7Q: 3 clusters Score -177083.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -177147.812500 Penalty: 729.424805
	Iteration 8Q: 3 clusters Score -177147.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -177187.671875 Penalty: 729.424805
	Iteration 9Q: 3 clusters Score -177187.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -177214.765625 Penalty: 729.424805
	Iteration 10Q: 3 clusters Score -177214.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -177234.250000 Penalty: 729.424805
	Iteration 11Q: 3 clusters Score -177234.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -177247.625000 Penalty: 729.424805
	Iteration 12Q: 3 clusters Score -177247.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -177255.906250 Penalty: 729.424805
	Iteration 13Q: 3 clusters Score -177255.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -177259.281250 Penalty: 729.424805
	Iteration 14Q: 3 clusters Score -177259.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -177262.140625 Penalty: 729.424805
	Iteration 15Q: 3 clusters Score -177262.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -177265.484375 Penalty: 729.424805
	Iteration 16Q: 3 clusters Score -177265.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -177268.281250 Penalty: 729.424805
	Iteration 17Q: 3 clusters Score -177268.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -177270.546875 Penalty: 729.424805
	Iteration 18Q: 3 clusters Score -177270.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -177272.140625 Penalty: 729.424805
	Iteration 19Q: 3 clusters Score -177272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -177275.000000 Penalty: 729.424805
	Iteration 20F: 3 clusters Score -177275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -177281.203125 Penalty: 729.424805
	Iteration 21Q: 3 clusters Score -177281.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -177285.171875 Penalty: 729.424805
	Iteration 22Q: 3 clusters Score -177285.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -177288.640625 Penalty: 729.424805
	Iteration 23Q: 3 clusters Score -177288.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -177290.109375 Penalty: 729.424805
	Iteration 24Q: 3 clusters Score -177290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -177290.843750 Penalty: 729.424805
	Iteration 25Q: 3 clusters Score -177290.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -177291.640625 Penalty: 729.424805
	Iteration 26Q: 3 clusters Score -177291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -177291.531250 Penalty: 729.424805
	Iteration 27Q: 3 clusters Score -177291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -177292.109375 Penalty: 729.424805
	Iteration 28Q: 3 clusters Score -177292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -177292.218750 Penalty: 729.424805
	Iteration 29Q: 3 clusters Score -177292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -177292.359375 Penalty: 729.424805
	Iteration 30Q: 3 clusters Score -177292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -177292.765625 Penalty: 729.424805
	Iteration 31Q: 3 clusters Score -177292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -177292.796875 Penalty: 729.424805
	Iteration 32Q: 3 clusters Score -177292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -177293.046875 Penalty: 729.424805
	Iteration 33Q: 3 clusters Score -177293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -177293.046875 Penalty: 729.424805
	Iteration 34F: 3 clusters Score -177293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -12154.721680 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -12154.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11886.289062 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11886.29 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11964.134766 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -11964.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11979.776367 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11979.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11989.732422 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -11989.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12002.255859 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -12002.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12015.422852 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -12015.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12016.896484 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -12016.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12016.896484 Penalty: 494.070465
	Iteration 7F: 3 clusters Score -12016.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Entering Unmasked Estep 
Score: -1989500.500000 Penalty: 478.733490
	Iteration 0F: 2 clusters Score -1989500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1964701.500000 Penalty: 957.466980
	Iteration 0F: 3 clusters Score -1964702 nChanged 17821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -1975707.000000 Penalty: 957.466980
	Iteration 1F: 3 clusters Score -1975707 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -1976645.875000 Penalty: 957.466980
	Iteration 2F: 3 clusters Score -1976646 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -1977859.750000 Penalty: 957.466980
	Iteration 3F: 3 clusters Score -1977860 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -1979363.250000 Penalty: 957.466980
	Iteration 4F: 3 clusters Score -1979363 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -1980928.375000 Penalty: 957.466980
	Iteration 5F: 3 clusters Score -1980928 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -1982338.750000 Penalty: 957.466980
	Iteration 6F: 3 clusters Score -1982339 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -1983237.875000 Penalty: 957.466980
	Iteration 7Q: 3 clusters Score -1983238 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -1983664.125000 Penalty: 957.466980
	Iteration 8Q: 3 clusters Score -1983664 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -1983886.750000 Penalty: 957.466980
	Iteration 9Q: 3 clusters Score -1983887 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -1984039.000000 Penalty: 957.466980
	Iteration 10Q: 3 clusters Score -1984039 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -1984195.250000 Penalty: 957.466980
	Iteration 11Q: 3 clusters Score -1984195 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -1984352.375000 Penalty: 957.466980
	Iteration 12Q: 3 clusters Score -1984352 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -1984506.625000 Penalty: 957.466980
	Iteration 13Q: 3 clusters Score -1984507 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -1984624.375000 Penalty: 957.466980
	Iteration 14Q: 3 clusters Score -1984624 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -1984734.000000 Penalty: 957.466980
	Iteration 15Q: 3 clusters Score -1984734 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -1984834.625000 Penalty: 957.466980
	Iteration 16Q: 3 clusters Score -1984835 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -1984906.000000 Penalty: 957.466980
	Iteration 17Q: 3 clusters Score -1984906 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -1984954.375000 Penalty: 957.466980
	Iteration 18Q: 3 clusters Score -1984954 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -1985009.875000 Penalty: 957.466980
	Iteration 19Q: 3 clusters Score -1985010 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -1985055.000000 Penalty: 957.466980
	Iteration 20F: 3 clusters Score -1985055 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -1985090.750000 Penalty: 957.466980
	Iteration 21Q: 3 clusters Score -1985091 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -1985115.750000 Penalty: 957.466980
	Iteration 22Q: 3 clusters Score -1985116 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -1985143.750000 Penalty: 957.466980
	Iteration 23Q: 3 clusters Score -1985144 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -1985164.375000 Penalty: 957.466980
	Iteration 24Q: 3 clusters Score -1985164 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -1985171.500000 Penalty: 957.466980
	Iteration 25Q: 3 clusters Score -1985172 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -1985188.000000 Penalty: 957.466980
	Iteration 26Q: 3 clusters Score -1985188 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -1985205.125000 Penalty: 957.466980
	Iteration 27Q: 3 clusters Score -1985205 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -1985220.625000 Penalty: 957.466980
	Iteration 28Q: 3 clusters Score -1985221 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -1985244.250000 Penalty: 957.466980
	Iteration 29Q: 3 clusters Score -1985244 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -1985265.750000 Penalty: 957.466980
	Iteration 30Q: 3 clusters Score -1985266 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -1985279.250000 Penalty: 957.466980
	Iteration 31Q: 3 clusters Score -1985279 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -1985287.750000 Penalty: 957.466980
	Iteration 32Q: 3 clusters Score -1985288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -1985297.500000 Penalty: 957.466980
	Iteration 33Q: 3 clusters Score -1985298 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -1985313.125000 Penalty: 957.466980
	Iteration 34Q: 3 clusters Score -1985313 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -1985320.250000 Penalty: 957.466980
	Iteration 35Q: 3 clusters Score -1985320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -1985336.000000 Penalty: 957.466980
	Iteration 36Q: 3 clusters Score -1985336 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -1985347.000000 Penalty: 957.466980
	Iteration 37Q: 3 clusters Score -1985347 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -1985358.375000 Penalty: 957.466980
	Iteration 38Q: 3 clusters Score -1985358 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -1985370.000000 Penalty: 957.466980
	Iteration 39Q: 3 clusters Score -1985370 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -1985380.750000 Penalty: 957.466980
	Iteration 40F: 3 clusters Score -1985381 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -1985395.000000 Penalty: 957.466980
	Iteration 41Q: 3 clusters Score -1985395 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -1985412.875000 Penalty: 957.466980
	Iteration 42Q: 3 clusters Score -1985413 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -1985436.750000 Penalty: 957.466980
	Iteration 43Q: 3 clusters Score -1985437 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -1985458.125000 Penalty: 957.466980
	Iteration 44Q: 3 clusters Score -1985458 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -1985474.125000 Penalty: 957.466980
	Iteration 45Q: 3 clusters Score -1985474 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -1985504.125000 Penalty: 957.466980
	Iteration 46Q: 3 clusters Score -1985504 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -1985530.125000 Penalty: 957.466980
	Iteration 47Q: 3 clusters Score -1985530 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -1985559.500000 Penalty: 957.466980
	Iteration 48Q: 3 clusters Score -1985560 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -1985603.000000 Penalty: 957.466980
	Iteration 49Q: 3 clusters Score -1985603 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -1985628.125000 Penalty: 957.466980
	Iteration 50Q: 3 clusters Score -1985628 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -1985682.125000 Penalty: 957.466980
	Iteration 51Q: 3 clusters Score -1985682 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -1985715.125000 Penalty: 957.466980
	Iteration 52Q: 3 clusters Score -1985715 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -1985788.250000 Penalty: 957.466980
	Iteration 53Q: 3 clusters Score -1985788 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -1985858.000000 Penalty: 957.466980
	Iteration 54Q: 3 clusters Score -1985858 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -1985945.875000 Penalty: 957.466980
	Iteration 55Q: 3 clusters Score -1985946 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -1986071.125000 Penalty: 957.466980
	Iteration 56Q: 3 clusters Score -1986071 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -1986215.625000 Penalty: 957.466980
	Iteration 57Q: 3 clusters Score -1986216 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -1986376.875000 Penalty: 957.466980
	Iteration 58Q: 3 clusters Score -1986377 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -1986564.000000 Penalty: 957.466980
	Iteration 59Q: 3 clusters Score -1986564 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -1986758.000000 Penalty: 957.466980
	Iteration 60F: 3 clusters Score -1986758 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -1986948.250000 Penalty: 957.466980
	Iteration 61Q: 3 clusters Score -1986948 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -1987169.000000 Penalty: 957.466980
	Iteration 62Q: 3 clusters Score -1987169 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -1987378.750000 Penalty: 957.466980
	Iteration 63Q: 3 clusters Score -1987379 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -1987586.000000 Penalty: 957.466980
	Iteration 64Q: 3 clusters Score -1987586 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -1987790.000000 Penalty: 957.466980
	Iteration 65Q: 3 clusters Score -1987790 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -1987990.250000 Penalty: 957.466980
	Iteration 66Q: 3 clusters Score -1987990 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -1988182.625000 Penalty: 957.466980
	Iteration 67Q: 3 clusters Score -1988183 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -1988359.500000 Penalty: 957.466980
	Iteration 68Q: 3 clusters Score -1988360 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -1988509.750000 Penalty: 957.466980
	Iteration 69Q: 3 clusters Score -1988510 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -1988692.750000 Penalty: 957.466980
	Iteration 70Q: 3 clusters Score -1988693 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -1988831.875000 Penalty: 957.466980
	Iteration 71Q: 3 clusters Score -1988832 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -1988906.000000 Penalty: 957.466980
	Iteration 72Q: 3 clusters Score -1988906 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -1988977.875000 Penalty: 957.466980
	Iteration 73Q: 3 clusters Score -1988978 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -1989030.125000 Penalty: 957.466980
	Iteration 74Q: 3 clusters Score -1989030 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -1989060.750000 Penalty: 957.466980
	Iteration 75Q: 3 clusters Score -1989061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -1989088.500000 Penalty: 957.466980
	Iteration 76Q: 3 clusters Score -1989088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -1989110.750000 Penalty: 957.466980
	Iteration 77Q: 3 clusters Score -1989111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -1989133.625000 Penalty: 957.466980
	Iteration 78Q: 3 clusters Score -1989134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -1989152.750000 Penalty: 957.466980
	Iteration 79Q: 3 clusters Score -1989153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -1989165.375000 Penalty: 957.466980
	Iteration 80F: 3 clusters Score -1989165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -1989169.375000 Penalty: 957.466980
	Iteration 81Q: 3 clusters Score -1989169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -1989173.250000 Penalty: 957.466980
	Iteration 82Q: 3 clusters Score -1989173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -1989175.875000 Penalty: 957.466980
	Iteration 83Q: 3 clusters Score -1989176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -1989180.750000 Penalty: 957.466980
	Iteration 84Q: 3 clusters Score -1989181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -1989183.750000 Penalty: 957.466980
	Iteration 85Q: 3 clusters Score -1989184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -1989186.125000 Penalty: 957.466980
	Iteration 86Q: 3 clusters Score -1989186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -1989190.375000 Penalty: 957.466980
	Iteration 87Q: 3 clusters Score -1989190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -1989194.375000 Penalty: 957.466980
	Iteration 88Q: 3 clusters Score -1989194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -1989195.000000 Penalty: 957.466980
	Iteration 89Q: 3 clusters Score -1989195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -1989196.625000 Penalty: 957.466980
	Iteration 90Q: 3 clusters Score -1989197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -1989195.625000 Penalty: 957.466980
	Iteration 91Q: 3 clusters Score -1989196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -1989196.875000 Penalty: 957.466980
	Iteration 92Q: 3 clusters Score -1989197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -1989197.000000 Penalty: 957.466980
	Iteration 93Q: 3 clusters Score -1989197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -1989197.000000 Penalty: 957.466980
	Iteration 94F: 3 clusters Score -1989197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -9984.793945 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -9984.794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9716.769531 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -9716.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9779.581055 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -9779.581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9803.145508 Penalty: 475.052399
	Iteration 2Q: 3 clusters Score -9803.146 nChanged 7
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: -9824.471680 Penalty: 475.052399
	Iteration 3Q: 3 clusters Score -9824.472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9837.475586 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -9837.476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9846.206055 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -9846.206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9858.050781 Penalty: 475.052399
	Iteration 6Q: 3 clusters Score -9858.051 nChanged 3
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: -9865.667969 Penalty: 475.052399
	Iteration 7Q: 3 clusters Score -9865.668 nChanged 0
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: -9865.667969 Penalty: 475.052399
	Iteration 8F: 3 clusters Score -9865.668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -62330.886719 Penalty: 321.601837
	Iteration 0F: 2 clusters Score -62330.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61400.910156 Penalty: 643.203674
	Iteration 0F: 3 clusters Score -61400.91 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -61718.757812 Penalty: 643.203674
	Iteration 1F: 3 clusters Score -61718.76 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -61799.062500 Penalty: 643.203674
	Iteration 2F: 3 clusters Score -61799.06 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -61873.394531 Penalty: 643.203674
	Iteration 3F: 3 clusters Score -61873.39 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -61970.640625 Penalty: 643.203674
	Iteration 4F: 3 clusters Score -61970.64 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -62024.164062 Penalty: 643.203674
	Iteration 5F: 3 clusters Score -62024.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -62045.250000 Penalty: 643.203674
	Iteration 6Q: 3 clusters Score -62045.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -62059.441406 Penalty: 643.203674
	Iteration 7Q: 3 clusters Score -62059.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -62069.964844 Penalty: 643.203674
	Iteration 8Q: 3 clusters Score -62069.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -62077.742188 Penalty: 643.203674
	Iteration 9Q: 3 clusters Score -62077.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -62082.816406 Penalty: 643.203674
	Iteration 10Q: 3 clusters Score -62082.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -62084.394531 Penalty: 643.203674
	Iteration 11Q: 3 clusters Score -62084.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -62087.152344 Penalty: 643.203674
	Iteration 12Q: 3 clusters Score -62087.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -62091.058594 Penalty: 643.203674
	Iteration 13Q: 3 clusters Score -62091.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -62092.761719 Penalty: 643.203674
	Iteration 14Q: 3 clusters Score -62092.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -62093.609375 Penalty: 643.203674
	Iteration 15Q: 3 clusters Score -62093.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -62094.050781 Penalty: 643.203674
	Iteration 16Q: 3 clusters Score -62094.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -62094.101562 Penalty: 643.203674
	Iteration 17Q: 3 clusters Score -62094.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -62094.101562 Penalty: 643.203674
	Iteration 18F: 3 clusters Score -62094.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -29887.232422 Penalty: 294.702240
	Iteration 0F: 2 clusters Score -29887.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29305.052734 Penalty: 589.404480
	Iteration 0F: 3 clusters Score -29305.05 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29523.826172 Penalty: 589.404480
	Iteration 1F: 3 clusters Score -29523.83 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29587.750000 Penalty: 589.404480
	Iteration 2F: 3 clusters Score -29587.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29619.099609 Penalty: 589.404480
	Iteration 3F: 3 clusters Score -29619.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29641.851562 Penalty: 589.404480
	Iteration 4Q: 3 clusters Score -29641.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29665.496094 Penalty: 589.404480
	Iteration 5Q: 3 clusters Score -29665.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29673.841797 Penalty: 589.404480
	Iteration 6Q: 3 clusters Score -29673.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -29683.476562 Penalty: 589.404480
	Iteration 7Q: 3 clusters Score -29683.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29690.808594 Penalty: 589.404480
	Iteration 8Q: 3 clusters Score -29690.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29695.242188 Penalty: 589.404480
	Iteration 9Q: 3 clusters Score -29695.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -29696.880859 Penalty: 589.404480
	Iteration 10Q: 3 clusters Score -29696.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -29697.923828 Penalty: 589.404480
	Iteration 11Q: 3 clusters Score -29697.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -29698.177734 Penalty: 589.404480
	Iteration 12Q: 3 clusters Score -29698.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -29698.441406 Penalty: 589.404480
	Iteration 13Q: 3 clusters Score -29698.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -29698.601562 Penalty: 589.404480
	Iteration 14Q: 3 clusters Score -29698.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -29698.601562 Penalty: 589.404480
	Iteration 15F: 3 clusters Score -29698.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -4510.853027 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -4510.853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4334.295410 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -4334.295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4367.228516 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -4367.229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4374.670898 Penalty: 406.397644
	Iteration 2Q: 3 clusters Score -4374.671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4380.533691 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -4380.534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4387.938477 Penalty: 406.397644
	Iteration 4Q: 3 clusters Score -4387.938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4387.938477 Penalty: 406.397644
	Iteration 5F: 3 clusters Score -4387.938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -34530.605469 Penalty: 302.292419
	Iteration 0F: 2 clusters Score -34530.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -33880.074219 Penalty: 604.584839
	Iteration 0F: 3 clusters Score -33880.07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -34132.144531 Penalty: 604.584839
	Iteration 1F: 3 clusters Score -34132.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34219.753906 Penalty: 604.584839
	Iteration 2F: 3 clusters Score -34219.75 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34279.429688 Penalty: 604.584839
	Iteration 3F: 3 clusters Score -34279.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -34331.945312 Penalty: 604.584839
	Iteration 4F: 3 clusters Score -34331.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -34381.589844 Penalty: 604.584839
	Iteration 5Q: 3 clusters Score -34381.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -34409.472656 Penalty: 604.584839
	Iteration 6Q: 3 clusters Score -34409.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34438.917969 Penalty: 604.584839
	Iteration 7Q: 3 clusters Score -34438.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34468.890625 Penalty: 604.584839
	Iteration 8Q: 3 clusters Score -34468.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34491.003906 Penalty: 604.584839
	Iteration 9Q: 3 clusters Score -34491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34504.160156 Penalty: 604.584839
	Iteration 10Q: 3 clusters Score -34504.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34518.714844 Penalty: 604.584839
	Iteration 11Q: 3 clusters Score -34518.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34535.476562 Penalty: 604.584839
	Iteration 12Q: 3 clusters Score -34535.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34557.417969 Penalty: 604.584839
	Iteration 13Q: 3 clusters Score -34557.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34570.062500 Penalty: 604.584839
	Iteration 14Q: 3 clusters Score -34570.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34576.917969 Penalty: 604.584839
	Iteration 15Q: 3 clusters Score -34576.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34581.089844 Penalty: 604.584839
	Iteration 16Q: 3 clusters Score -34581.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34582.722656 Penalty: 604.584839
	Iteration 17Q: 3 clusters Score -34582.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34582.996094 Penalty: 604.584839
	Iteration 18Q: 3 clusters Score -34583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34583.953125 Penalty: 604.584839
	Iteration 19Q: 3 clusters Score -34583.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34586.394531 Penalty: 604.584839
	Iteration 20F: 3 clusters Score -34586.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34587.562500 Penalty: 604.584839
	Iteration 21Q: 3 clusters Score -34587.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34587.953125 Penalty: 604.584839
	Iteration 22Q: 3 clusters Score -34587.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34587.953125 Penalty: 604.584839
	Iteration 23F: 3 clusters Score -34587.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 567 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10140892.000000 Penalty: 34822.132812
Splitting cluster 12 changes total score from -10141079.000000 to -10140892.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -48675.953125 Penalty: 311.535889
	Iteration 0F: 2 clusters Score -48675.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -47937.757812 Penalty: 623.071777
	Iteration 0F: 3 clusters Score -47937.76 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48179.738281 Penalty: 623.071777
	Iteration 1F: 3 clusters Score -48179.74 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48284.410156 Penalty: 623.071777
	Iteration 2F: 3 clusters Score -48284.41 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -48388.585938 Penalty: 623.071777
	Iteration 3F: 3 clusters Score -48388.59 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -48444.253906 Penalty: 623.071777
	Iteration 4F: 3 clusters Score -48444.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -48470.648438 Penalty: 623.071777
	Iteration 5Q: 3 clusters Score -48470.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -48486.183594 Penalty: 623.071777
	Iteration 6Q: 3 clusters Score -48486.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -48498.535156 Penalty: 623.071777
	Iteration 7Q: 3 clusters Score -48498.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -48505.878906 Penalty: 623.071777
	Iteration 8Q: 3 clusters Score -48505.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -48514.082031 Penalty: 623.071777
	Iteration 9Q: 3 clusters Score -48514.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -48531.464844 Penalty: 623.071777
	Iteration 10Q: 3 clusters Score -48531.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48544.914062 Penalty: 623.071777
	Iteration 11Q: 3 clusters Score -48544.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -48552.210938 Penalty: 623.071777
	Iteration 12Q: 3 clusters Score -48552.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -48557.585938 Penalty: 623.071777
	Iteration 13Q: 3 clusters Score -48557.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -48560.375000 Penalty: 623.071777
	Iteration 14Q: 3 clusters Score -48560.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48561.218750 Penalty: 623.071777
	Iteration 15Q: 3 clusters Score -48561.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -48561.562500 Penalty: 623.071777
	Iteration 16Q: 3 clusters Score -48561.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -48562.183594 Penalty: 623.071777
	Iteration 17Q: 3 clusters Score -48562.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -48562.183594 Penalty: 623.071777
	Iteration 18F: 3 clusters Score -48562.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -7293.654785 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -7293.655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6975.944336 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -6975.944 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7096.145996 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -7096.146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7124.100098 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -7124.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7153.193848 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -7153.194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7180.748047 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -7180.748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7202.453613 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -7202.454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7216.439453 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -7216.439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7225.716797 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -7225.717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7237.163574 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -7237.164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7246.714355 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -7246.714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7252.159180 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -7252.159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7252.693359 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -7252.693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7252.954102 Penalty: 507.066010
	Iteration 12Q: 3 clusters Score -7252.954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7252.954102 Penalty: 507.066010
	Iteration 13F: 3 clusters Score -7252.954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -50731.148438 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -50731.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -49976.996094 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -49977 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50208.890625 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -50208.89 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50270.203125 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -50270.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50309.015625 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -50309.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50330.562500 Penalty: 618.205444
	Iteration 4Q: 3 clusters Score -50330.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50348.375000 Penalty: 618.205444
	Iteration 5Q: 3 clusters Score -50348.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50369.902344 Penalty: 618.205444
	Iteration 6Q: 3 clusters Score -50369.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50383.832031 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -50383.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50391.769531 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -50391.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50398.042969 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -50398.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50408.328125 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -50408.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50413.343750 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -50413.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50414.988281 Penalty: 618.205444
	Iteration 12Q: 3 clusters Score -50414.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50421.875000 Penalty: 618.205444
	Iteration 13Q: 3 clusters Score -50421.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50425.769531 Penalty: 618.205444
	Iteration 14Q: 3 clusters Score -50425.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50430.671875 Penalty: 618.205444
	Iteration 15Q: 3 clusters Score -50430.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50433.480469 Penalty: 618.205444
	Iteration 16Q: 3 clusters Score -50433.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50436.609375 Penalty: 618.205444
	Iteration 17Q: 3 clusters Score -50436.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50437.910156 Penalty: 618.205444
	Iteration 18Q: 3 clusters Score -50437.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50441.488281 Penalty: 618.205444
	Iteration 19Q: 3 clusters Score -50441.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -50444.175781 Penalty: 618.205444
	Iteration 20F: 3 clusters Score -50444.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50446.812500 Penalty: 618.205444
	Iteration 21Q: 3 clusters Score -50446.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50448.714844 Penalty: 618.205444
	Iteration 22Q: 3 clusters Score -50448.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50449.414062 Penalty: 618.205444
	Iteration 23Q: 3 clusters Score -50449.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50449.414062 Penalty: 618.205444
	Iteration 24F: 3 clusters Score -50449.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -8070.231445 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -8070.231 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 75 members 
Entering Unmasked Estep 
Score: -7812.511719 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -7812.512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7891.091309 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -7891.091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7903.090332 Penalty: 468.421997
	Iteration 2Q: 3 clusters Score -7903.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7913.391113 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -7913.391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7928.791504 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -7928.792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7936.006348 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -7936.006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7941.560547 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -7941.561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7944.805664 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -7944.806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7953.827148 Penalty: 468.421997
	Iteration 8Q: 3 clusters Score -7953.827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7970.729492 Penalty: 468.421997
	Iteration 9Q: 3 clusters Score -7970.729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8022.858398 Penalty: 468.421997
	Iteration 10Q: 3 clusters Score -8022.858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8117.765137 Penalty: 468.421997
	Iteration 11Q: 3 clusters Score -8117.765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8136.611816 Penalty: 468.421997
	Iteration 12Q: 3 clusters Score -8136.612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8138.550781 Penalty: 468.421997
	Iteration 13Q: 3 clusters Score -8138.551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8141.569824 Penalty: 468.421997
	Iteration 14Q: 3 clusters Score -8141.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8144.433105 Penalty: 468.421997
	Iteration 15Q: 3 clusters Score -8144.433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8145.695801 Penalty: 468.421997
	Iteration 16Q: 3 clusters Score -8145.696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8152.502441 Penalty: 468.421997
	Iteration 17Q: 3 clusters Score -8152.502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8153.842773 Penalty: 468.421997
	Iteration 18Q: 3 clusters Score -8153.843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8153.842773 Penalty: 468.421997
	Iteration 19F: 3 clusters Score -8153.843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 118 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 54 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10140847.000000 Penalty: 34822.132812
Splitting cluster 16 changes total score from -10141079.000000 to -10140847.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Entering Unmasked Estep 
Score: -147924.359375 Penalty: 362.762878
	Iteration 0F: 2 clusters Score -147924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -145896.390625 Penalty: 725.525757
	Iteration 0F: 3 clusters Score -145896.4 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -146637.187500 Penalty: 725.525757
	Iteration 1F: 3 clusters Score -146637.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -146792.468750 Penalty: 725.525757
	Iteration 2F: 3 clusters Score -146792.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -146936.859375 Penalty: 725.525757
	Iteration 3F: 3 clusters Score -146936.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -147064.937500 Penalty: 725.525757
	Iteration 4F: 3 clusters Score -147064.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -147148.562500 Penalty: 725.525757
	Iteration 5F: 3 clusters Score -147148.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -147216.921875 Penalty: 725.525757
	Iteration 6Q: 3 clusters Score -147216.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -147276.296875 Penalty: 725.525757
	Iteration 7Q: 3 clusters Score -147276.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -147333.796875 Penalty: 725.525757
	Iteration 8Q: 3 clusters Score -147333.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -147365.031250 Penalty: 725.525757
	Iteration 9Q: 3 clusters Score -147365 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -147398.265625 Penalty: 725.525757
	Iteration 10Q: 3 clusters Score -147398.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -147433.937500 Penalty: 725.525757
	Iteration 11Q: 3 clusters Score -147433.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -147465.718750 Penalty: 725.525757
	Iteration 12Q: 3 clusters Score -147465.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -147489.906250 Penalty: 725.525757
	Iteration 13Q: 3 clusters Score -147489.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -147511.765625 Penalty: 725.525757
	Iteration 14Q: 3 clusters Score -147511.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -147528.781250 Penalty: 725.525757
	Iteration 15Q: 3 clusters Score -147528.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -147538.609375 Penalty: 725.525757
	Iteration 16Q: 3 clusters Score -147538.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -147549.531250 Penalty: 725.525757
	Iteration 17Q: 3 clusters Score -147549.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -147557.703125 Penalty: 725.525757
	Iteration 18Q: 3 clusters Score -147557.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -147562.828125 Penalty: 725.525757
	Iteration 19Q: 3 clusters Score -147562.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -147568.156250 Penalty: 725.525757
	Iteration 20F: 3 clusters Score -147568.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -147573.890625 Penalty: 725.525757
	Iteration 21Q: 3 clusters Score -147573.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -147581.421875 Penalty: 725.525757
	Iteration 22Q: 3 clusters Score -147581.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -147590.093750 Penalty: 725.525757
	Iteration 23Q: 3 clusters Score -147590.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -147594.859375 Penalty: 725.525757
	Iteration 24Q: 3 clusters Score -147594.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -147598.828125 Penalty: 725.525757
	Iteration 25Q: 3 clusters Score -147598.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -147602.000000 Penalty: 725.525757
	Iteration 26Q: 3 clusters Score -147602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -147605.265625 Penalty: 725.525757
	Iteration 27Q: 3 clusters Score -147605.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -147613.828125 Penalty: 725.525757
	Iteration 28Q: 3 clusters Score -147613.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -147619.671875 Penalty: 725.525757
	Iteration 29Q: 3 clusters Score -147619.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -147628.171875 Penalty: 725.525757
	Iteration 30Q: 3 clusters Score -147628.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -147634.546875 Penalty: 725.525757
	Iteration 31Q: 3 clusters Score -147634.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -147637.109375 Penalty: 725.525757
	Iteration 32Q: 3 clusters Score -147637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -147638.843750 Penalty: 725.525757
	Iteration 33Q: 3 clusters Score -147638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -147638.968750 Penalty: 725.525757
	Iteration 34Q: 3 clusters Score -147639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -147639.453125 Penalty: 725.525757
	Iteration 35Q: 3 clusters Score -147639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -147640.015625 Penalty: 725.525757
	Iteration 36Q: 3 clusters Score -147640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -147640.015625 Penalty: 725.525757
	Iteration 37F: 3 clusters Score -147640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9338.147461 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9338.147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9094.143555 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9094.144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9172.882812 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9172.883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9201.826172 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -9201.826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9213.236328 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -9213.236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9216.552734 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -9216.553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9217.129883 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -9217.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9218.179688 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -9218.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9219.411133 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -9219.411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9220.376953 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -9220.377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9220.865234 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -9220.865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9220.865234 Penalty: 482.600739
	Iteration 10F: 3 clusters Score -9220.865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6642.429199 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6642.429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6422.014160 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6422.014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6491.925781 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6491.926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6515.166504 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -6515.167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6528.033691 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6528.034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6529.179199 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6529.179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6530.476074 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -6530.476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6531.235840 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -6531.236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6531.235840 Penalty: 446.380005
	Iteration 7F: 3 clusters Score -6531.236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -9158.686523 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9158.687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -8894.965820 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -8894.966 nChanged 55
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: -9015.522461 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -9015.522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9059.609375 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -9059.609 nChanged 6
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: -9083.419922 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -9083.42 nChanged 2
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: -9087.815430 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -9087.815 nChanged 2
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: -9090.180664 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9090.181 nChanged 0
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: -9090.180664 Penalty: 473.564606
	Iteration 6F: 3 clusters Score -9090.181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -11059.578125 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -11059.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10773.961914 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -10773.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10855.359375 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -10855.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10888.926758 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -10888.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10901.592773 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -10901.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10905.080078 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -10905.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10912.144531 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -10912.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10916.720703 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -10916.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10923.833008 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -10923.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10935.005859 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -10935.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10983.184570 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -10983.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10991.158203 Penalty: 485.715973
	Iteration 10Q: 3 clusters Score -10991.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10994.850586 Penalty: 485.715973
	Iteration 11Q: 3 clusters Score -10994.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10997.884766 Penalty: 485.715973
	Iteration 12Q: 3 clusters Score -10997.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11002.295898 Penalty: 485.715973
	Iteration 13Q: 3 clusters Score -11002.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11016.229492 Penalty: 485.715973
	Iteration 14Q: 3 clusters Score -11016.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11022.559570 Penalty: 485.715973
	Iteration 15Q: 3 clusters Score -11022.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11026.877930 Penalty: 485.715973
	Iteration 16Q: 3 clusters Score -11026.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11026.877930 Penalty: 485.715973
	Iteration 17F: 3 clusters Score -11026.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -3943.318359 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -3943.318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3768.228760 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3768.229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3821.010254 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3821.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Entering Unmasked Estep 
Score: -375273.843750 Penalty: 402.939178
	Iteration 0F: 2 clusters Score -375273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -370633.000000 Penalty: 805.878357
	Iteration 0F: 3 clusters Score -370633 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -372568.875000 Penalty: 805.878357
	Iteration 1F: 3 clusters Score -372568.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -372820.781250 Penalty: 805.878357
	Iteration 2F: 3 clusters Score -372820.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -373107.000000 Penalty: 805.878357
	Iteration 3F: 3 clusters Score -373107 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -373388.187500 Penalty: 805.878357
	Iteration 4F: 3 clusters Score -373388.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -373615.187500 Penalty: 805.878357
	Iteration 5F: 3 clusters Score -373615.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -373762.343750 Penalty: 805.878357
	Iteration 6Q: 3 clusters Score -373762.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -373881.375000 Penalty: 805.878357
	Iteration 7Q: 3 clusters Score -373881.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -373988.281250 Penalty: 805.878357
	Iteration 8Q: 3 clusters Score -373988.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -374089.312500 Penalty: 805.878357
	Iteration 9Q: 3 clusters Score -374089.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -374180.156250 Penalty: 805.878357
	Iteration 10Q: 3 clusters Score -374180.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -374282.843750 Penalty: 805.878357
	Iteration 11Q: 3 clusters Score -374282.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -374407.937500 Penalty: 805.878357
	Iteration 12Q: 3 clusters Score -374407.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -374542.343750 Penalty: 805.878357
	Iteration 13Q: 3 clusters Score -374542.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -374670.906250 Penalty: 805.878357
	Iteration 14Q: 3 clusters Score -374670.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -374798.625000 Penalty: 805.878357
	Iteration 15Q: 3 clusters Score -374798.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -374833.000000 Penalty: 805.878357
	Iteration 16Q: 3 clusters Score -374833 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -374846.000000 Penalty: 805.878357
	Iteration 17Q: 3 clusters Score -374846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -374853.468750 Penalty: 805.878357
	Iteration 18Q: 3 clusters Score -374853.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -374857.187500 Penalty: 805.878357
	Iteration 19Q: 3 clusters Score -374857.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -374860.531250 Penalty: 805.878357
	Iteration 20F: 3 clusters Score -374860.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -374860.750000 Penalty: 805.878357
	Iteration 21Q: 3 clusters Score -374860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -374861.062500 Penalty: 805.878357
	Iteration 22Q: 3 clusters Score -374861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -374860.968750 Penalty: 805.878357
	Iteration 23Q: 3 clusters Score -374861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -374861.125000 Penalty: 805.878357
	Iteration 24Q: 3 clusters Score -374861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -374861.937500 Penalty: 805.878357
	Iteration 25Q: 3 clusters Score -374861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -374861.531250 Penalty: 805.878357
	Iteration 26Q: 3 clusters Score -374861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -374861.531250 Penalty: 805.878357
	Iteration 27Q: 3 clusters Score -374861.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -374861.656250 Penalty: 805.878357
	Iteration 28Q: 3 clusters Score -374861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -374861.593750 Penalty: 805.878357
	Iteration 29Q: 3 clusters Score -374861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -374861.687500 Penalty: 805.878357
	Iteration 30Q: 3 clusters Score -374861.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -374861.687500 Penalty: 805.878357
	Iteration 31F: 3 clusters Score -374861.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (102072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102072 members 
Entering Unmasked Estep 
Score: -5876079.500000 Penalty: 524.771240
	Iteration 0F: 2 clusters Score -5876080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -5811812.500000 Penalty: 1049.542480
	Iteration 0F: 3 clusters Score -5811812 nChanged 49786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -5842328.500000 Penalty: 1049.542480
	Iteration 1F: 3 clusters Score -5842328 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -5844228.000000 Penalty: 1049.542480
	Iteration 2Q: 3 clusters Score -5844228 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -5846965.500000 Penalty: 1049.542480
	Iteration 3F: 3 clusters Score -5846966 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5851225.500000 Penalty: 1049.542480
	Iteration 4F: 3 clusters Score -5851226 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5856689.500000 Penalty: 1049.542480
	Iteration 5F: 3 clusters Score -5856690 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -5861185.500000 Penalty: 1049.542480
	Iteration 6F: 3 clusters Score -5861186 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -5863488.500000 Penalty: 1049.542480
	Iteration 7Q: 3 clusters Score -5863488 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -5864361.000000 Penalty: 1049.542480
	Iteration 8Q: 3 clusters Score -5864361 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -5864894.500000 Penalty: 1049.542480
	Iteration 9Q: 3 clusters Score -5864894 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -5865457.500000 Penalty: 1049.542480
	Iteration 10Q: 3 clusters Score -5865458 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -5866118.000000 Penalty: 1049.542480
	Iteration 11Q: 3 clusters Score -5866118 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76618 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -5866976.000000 Penalty: 1049.542480
	Iteration 12Q: 3 clusters Score -5866976 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5867927.500000 Penalty: 1049.542480
	Iteration 13Q: 3 clusters Score -5867928 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -5869044.500000 Penalty: 1049.542480
	Iteration 14Q: 3 clusters Score -5869044 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -5870412.000000 Penalty: 1049.542480
	Iteration 15Q: 3 clusters Score -5870412 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -5871825.000000 Penalty: 1049.542480
	Iteration 16Q: 3 clusters Score -5871825 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91657 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -5873083.500000 Penalty: 1049.542480
	Iteration 17Q: 3 clusters Score -5873084 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93191 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -5873991.000000 Penalty: 1049.542480
	Iteration 18Q: 3 clusters Score -5873991 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94215 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -5874501.000000 Penalty: 1049.542480
	Iteration 19Q: 3 clusters Score -5874501 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94966 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -5874722.000000 Penalty: 1049.542480
	Iteration 20F: 3 clusters Score -5874722 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95574 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -5874906.000000 Penalty: 1049.542480
	Iteration 21Q: 3 clusters Score -5874906 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -5874990.000000 Penalty: 1049.542480
	Iteration 22Q: 3 clusters Score -5874990 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -5875036.500000 Penalty: 1049.542480
	Iteration 23Q: 3 clusters Score -5875036 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96850 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -5875098.500000 Penalty: 1049.542480
	Iteration 24Q: 3 clusters Score -5875098 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -5875147.500000 Penalty: 1049.542480
	Iteration 25Q: 3 clusters Score -5875148 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97492 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5875171.500000 Penalty: 1049.542480
	Iteration 26Q: 3 clusters Score -5875172 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97759 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -5875189.500000 Penalty: 1049.542480
	Iteration 27Q: 3 clusters Score -5875190 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -5875256.500000 Penalty: 1049.542480
	Iteration 28Q: 3 clusters Score -5875256 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98244 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5875311.000000 Penalty: 1049.542480
	Iteration 29Q: 3 clusters Score -5875311 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98454 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5875359.500000 Penalty: 1049.542480
	Iteration 30Q: 3 clusters Score -5875360 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98644 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -5875375.000000 Penalty: 1049.542480
	Iteration 31Q: 3 clusters Score -5875375 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -5875421.000000 Penalty: 1049.542480
	Iteration 32Q: 3 clusters Score -5875421 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -5875444.000000 Penalty: 1049.542480
	Iteration 33Q: 3 clusters Score -5875444 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99168 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5875469.500000 Penalty: 1049.542480
	Iteration 34Q: 3 clusters Score -5875470 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5875520.500000 Penalty: 1049.542480
	Iteration 35Q: 3 clusters Score -5875520 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99477 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5875537.000000 Penalty: 1049.542480
	Iteration 36Q: 3 clusters Score -5875537 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99617 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5875585.500000 Penalty: 1049.542480
	Iteration 37Q: 3 clusters Score -5875586 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99750 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5875610.500000 Penalty: 1049.542480
	Iteration 38Q: 3 clusters Score -5875610 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99862 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5875616.500000 Penalty: 1049.542480
	Iteration 39Q: 3 clusters Score -5875616 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99977 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5875669.000000 Penalty: 1049.542480
	Iteration 40F: 3 clusters Score -5875669 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100102 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5875697.500000 Penalty: 1049.542480
	Iteration 41Q: 3 clusters Score -5875698 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100213 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5875727.500000 Penalty: 1049.542480
	Iteration 42Q: 3 clusters Score -5875728 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100307 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5875753.500000 Penalty: 1049.542480
	Iteration 43Q: 3 clusters Score -5875754 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100385 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5875780.500000 Penalty: 1049.542480
	Iteration 44Q: 3 clusters Score -5875780 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100461 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5875825.500000 Penalty: 1049.542480
	Iteration 45Q: 3 clusters Score -5875826 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100526 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5875843.500000 Penalty: 1049.542480
	Iteration 46Q: 3 clusters Score -5875844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5875871.000000 Penalty: 1049.542480
	Iteration 47Q: 3 clusters Score -5875871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5875864.000000 Penalty: 1049.542480
	Iteration 48Q: 3 clusters Score -5875864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5875876.500000 Penalty: 1049.542480
	Iteration 49Q: 3 clusters Score -5875876 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5875893.000000 Penalty: 1049.542480
	Iteration 50Q: 3 clusters Score -5875893 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5875903.000000 Penalty: 1049.542480
	Iteration 51Q: 3 clusters Score -5875903 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100894 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5875899.500000 Penalty: 1049.542480
	Iteration 52Q: 3 clusters Score -5875900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100947 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5875899.000000 Penalty: 1049.542480
	Iteration 53Q: 3 clusters Score -5875899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100991 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5875912.500000 Penalty: 1049.542480
	Iteration 54Q: 3 clusters Score -5875912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101024 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5875912.500000 Penalty: 1049.542480
	Iteration 55Q: 3 clusters Score -5875912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101052 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5875916.500000 Penalty: 1049.542480
	Iteration 56Q: 3 clusters Score -5875916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101077 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5875921.000000 Penalty: 1049.542480
	Iteration 57Q: 3 clusters Score -5875921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101100 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5875909.500000 Penalty: 1049.542480
	Iteration 58Q: 3 clusters Score -5875910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5875905.000000 Penalty: 1049.542480
	Iteration 59Q: 3 clusters Score -5875905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101137 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5875905.000000 Penalty: 1049.542480
	Iteration 60F: 3 clusters Score -5875905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101158 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5875926.000000 Penalty: 1049.542480
	Iteration 61Q: 3 clusters Score -5875926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5875930.500000 Penalty: 1049.542480
	Iteration 62Q: 3 clusters Score -5875930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5875939.000000 Penalty: 1049.542480
	Iteration 63Q: 3 clusters Score -5875939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101208 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5875947.000000 Penalty: 1049.542480
	Iteration 64Q: 3 clusters Score -5875947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5875944.000000 Penalty: 1049.542480
	Iteration 65Q: 3 clusters Score -5875944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101245 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5875954.500000 Penalty: 1049.542480
	Iteration 66Q: 3 clusters Score -5875954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101253 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5875957.500000 Penalty: 1049.542480
	Iteration 67Q: 3 clusters Score -5875958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5875952.000000 Penalty: 1049.542480
	Iteration 68Q: 3 clusters Score -5875952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101265 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5875952.000000 Penalty: 1049.542480
	Iteration 69Q: 3 clusters Score -5875952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101271 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5875946.500000 Penalty: 1049.542480
	Iteration 70Q: 3 clusters Score -5875946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5875949.500000 Penalty: 1049.542480
	Iteration 71Q: 3 clusters Score -5875950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5875953.500000 Penalty: 1049.542480
	Iteration 72Q: 3 clusters Score -5875954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101288 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5875949.000000 Penalty: 1049.542480
	Iteration 73Q: 3 clusters Score -5875949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5875947.500000 Penalty: 1049.542480
	Iteration 74Q: 3 clusters Score -5875948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101292 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5875947.000000 Penalty: 1049.542480
	Iteration 75Q: 3 clusters Score -5875947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5875948.000000 Penalty: 1049.542480
	Iteration 76Q: 3 clusters Score -5875948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101292 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5875947.000000 Penalty: 1049.542480
	Iteration 77Q: 3 clusters Score -5875947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5875949.000000 Penalty: 1049.542480
	Iteration 78Q: 3 clusters Score -5875949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5875949.000000 Penalty: 1049.542480
	Iteration 79F: 3 clusters Score -5875949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -5713.367188 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -5713.367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5489.692871 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -5489.693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5545.406250 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -5545.406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5568.975098 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -5568.975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5575.278809 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -5575.279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5579.037109 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -5579.037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5579.037109 Penalty: 455.967834
	Iteration 5F: 3 clusters Score -5579.037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -23874.173828 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -23874.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23425.048828 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -23425.05 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23551.589844 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -23551.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23585.271484 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -23585.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23620.574219 Penalty: 554.720032
	Iteration 3F: 3 clusters Score -23620.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23645.234375 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -23645.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23661.625000 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -23661.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23679.843750 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -23679.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23710.564453 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -23710.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23763.894531 Penalty: 554.720032
	Iteration 8F: 3 clusters Score -23763.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23802.767578 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -23802.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23812.566406 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -23812.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23819.017578 Penalty: 554.720032
	Iteration 11Q: 3 clusters Score -23819.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23824.251953 Penalty: 554.720032
	Iteration 12Q: 3 clusters Score -23824.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23833.027344 Penalty: 554.720032
	Iteration 13Q: 3 clusters Score -23833.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -23861.761719 Penalty: 554.720032
	Iteration 14Q: 3 clusters Score -23861.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23890.201172 Penalty: 554.720032
	Iteration 15Q: 3 clusters Score -23890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -23917.867188 Penalty: 554.720032
	Iteration 16Q: 3 clusters Score -23917.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23927.205078 Penalty: 554.720032
	Iteration 17Q: 3 clusters Score -23927.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23927.205078 Penalty: 554.720032
	Iteration 18F: 3 clusters Score -23927.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 135 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 309 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10140851.000000 Penalty: 34822.132812
Splitting cluster 26 changes total score from -10141079.000000 to -10140851.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -14472.181641 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -14472.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14171.151367 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -14171.15 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14297.400391 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -14297.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14322.752930 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -14322.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14337.678711 Penalty: 508.098145
	Iteration 3Q: 3 clusters Score -14337.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14345.724609 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -14345.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14349.322266 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -14349.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14349.969727 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -14349.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14349.969727 Penalty: 508.098145
	Iteration 7F: 3 clusters Score -14349.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -53723.789062 Penalty: 316.436066
	Iteration 0F: 2 clusters Score -53723.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -52882.214844 Penalty: 632.872131
	Iteration 0F: 3 clusters Score -52882.21 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -53284.425781 Penalty: 632.872131
	Iteration 1F: 3 clusters Score -53284.43 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -53381.410156 Penalty: 632.872131
	Iteration 2F: 3 clusters Score -53381.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -53436.988281 Penalty: 632.872131
	Iteration 3F: 3 clusters Score -53436.99 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -53480.921875 Penalty: 632.872131
	Iteration 4Q: 3 clusters Score -53480.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -53527.519531 Penalty: 632.872131
	Iteration 5Q: 3 clusters Score -53527.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53561.820312 Penalty: 632.872131
	Iteration 6Q: 3 clusters Score -53561.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53582.082031 Penalty: 632.872131
	Iteration 7Q: 3 clusters Score -53582.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -53596.964844 Penalty: 632.872131
	Iteration 8Q: 3 clusters Score -53596.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -53612.175781 Penalty: 632.872131
	Iteration 9Q: 3 clusters Score -53612.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -53624.707031 Penalty: 632.872131
	Iteration 10Q: 3 clusters Score -53624.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -53631.695312 Penalty: 632.872131
	Iteration 11Q: 3 clusters Score -53631.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -53636.214844 Penalty: 632.872131
	Iteration 12Q: 3 clusters Score -53636.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -53638.101562 Penalty: 632.872131
	Iteration 13Q: 3 clusters Score -53638.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -53638.812500 Penalty: 632.872131
	Iteration 14Q: 3 clusters Score -53638.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -53638.812500 Penalty: 632.872131
	Iteration 15F: 3 clusters Score -53638.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -4254.818848 Penalty: 200.505722
	Iteration 0F: 2 clusters Score -4254.819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4061.810791 Penalty: 401.011444
	Iteration 0F: 3 clusters Score -4061.811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4092.600830 Penalty: 401.011444
	Iteration 1F: 3 clusters Score -4092.601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4096.681641 Penalty: 401.011444
	Iteration 2Q: 3 clusters Score -4096.682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4102.252930 Penalty: 401.011444
	Iteration 3Q: 3 clusters Score -4102.253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4102.252930 Penalty: 401.011444
	Iteration 4F: 3 clusters Score -4102.253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Entering Unmasked Estep 
Score: -69925.765625 Penalty: 326.693176
	Iteration 0F: 2 clusters Score -69925.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -68934.070312 Penalty: 653.386353
	Iteration 0F: 3 clusters Score -68934.07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -69257.773438 Penalty: 653.386353
	Iteration 1F: 3 clusters Score -69257.77 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -69310.992188 Penalty: 653.386353
	Iteration 2F: 3 clusters Score -69310.99 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -69358.960938 Penalty: 653.386353
	Iteration 3F: 3 clusters Score -69358.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -69389.257812 Penalty: 653.386353
	Iteration 4Q: 3 clusters Score -69389.26 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -69420.312500 Penalty: 653.386353
	Iteration 5Q: 3 clusters Score -69420.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -69454.554688 Penalty: 653.386353
	Iteration 6Q: 3 clusters Score -69454.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -69480.585938 Penalty: 653.386353
	Iteration 7Q: 3 clusters Score -69480.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -69502.085938 Penalty: 653.386353
	Iteration 8Q: 3 clusters Score -69502.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -69517.984375 Penalty: 653.386353
	Iteration 9Q: 3 clusters Score -69517.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -69529.562500 Penalty: 653.386353
	Iteration 10Q: 3 clusters Score -69529.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -69537.773438 Penalty: 653.386353
	Iteration 11Q: 3 clusters Score -69537.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -69541.546875 Penalty: 653.386353
	Iteration 12Q: 3 clusters Score -69541.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -69549.710938 Penalty: 653.386353
	Iteration 13Q: 3 clusters Score -69549.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -69561.382812 Penalty: 653.386353
	Iteration 14Q: 3 clusters Score -69561.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -69570.906250 Penalty: 653.386353
	Iteration 15Q: 3 clusters Score -69570.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -69579.296875 Penalty: 653.386353
	Iteration 16Q: 3 clusters Score -69579.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -69585.859375 Penalty: 653.386353
	Iteration 17Q: 3 clusters Score -69585.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -69591.726562 Penalty: 653.386353
	Iteration 18Q: 3 clusters Score -69591.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -69593.960938 Penalty: 653.386353
	Iteration 19Q: 3 clusters Score -69593.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -69596.117188 Penalty: 653.386353
	Iteration 20F: 3 clusters Score -69596.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -69599.593750 Penalty: 653.386353
	Iteration 21Q: 3 clusters Score -69599.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -69601.625000 Penalty: 653.386353
	Iteration 22Q: 3 clusters Score -69601.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -69604.375000 Penalty: 653.386353
	Iteration 23Q: 3 clusters Score -69604.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -69609.218750 Penalty: 653.386353
	Iteration 24Q: 3 clusters Score -69609.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -69610.929688 Penalty: 653.386353
	Iteration 25Q: 3 clusters Score -69610.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -69613.484375 Penalty: 653.386353
	Iteration 26Q: 3 clusters Score -69613.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -69615.585938 Penalty: 653.386353
	Iteration 27Q: 3 clusters Score -69615.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -69617.609375 Penalty: 653.386353
	Iteration 28Q: 3 clusters Score -69617.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -69619.007812 Penalty: 653.386353
	Iteration 29Q: 3 clusters Score -69619.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -69620.320312 Penalty: 653.386353
	Iteration 30Q: 3 clusters Score -69620.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -69621.703125 Penalty: 653.386353
	Iteration 31Q: 3 clusters Score -69621.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -69622.039062 Penalty: 653.386353
	Iteration 32Q: 3 clusters Score -69622.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -69622.179688 Penalty: 653.386353
	Iteration 33Q: 3 clusters Score -69622.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -69622.265625 Penalty: 653.386353
	Iteration 34Q: 3 clusters Score -69622.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -69622.265625 Penalty: 653.386353
	Iteration 35F: 3 clusters Score -69622.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -8358.638672 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -8358.639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8021.461914 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -8021.462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8125.244629 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -8125.245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8162.199707 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -8162.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8180.449219 Penalty: 517.205750
	Iteration 3Q: 3 clusters Score -8180.449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8195.375000 Penalty: 517.205750
	Iteration 4Q: 3 clusters Score -8195.375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8201.458008 Penalty: 517.205750
	Iteration 5Q: 3 clusters Score -8201.458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8203.496094 Penalty: 517.205750
	Iteration 6Q: 3 clusters Score -8203.496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8205.895508 Penalty: 517.205750
	Iteration 7Q: 3 clusters Score -8205.896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8207.381836 Penalty: 517.205750
	Iteration 8Q: 3 clusters Score -8207.382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8207.381836 Penalty: 517.205750
	Iteration 9F: 3 clusters Score -8207.382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Entering Unmasked Estep 
Score: -586388.250000 Penalty: 420.162933
	Iteration 0F: 2 clusters Score -586388.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -579589.000000 Penalty: 840.325867
	Iteration 0F: 3 clusters Score -579589 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -582211.062500 Penalty: 840.325867
	Iteration 1F: 3 clusters Score -582211.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -582491.875000 Penalty: 840.325867
	Iteration 2F: 3 clusters Score -582491.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -582912.562500 Penalty: 840.325867
	Iteration 3F: 3 clusters Score -582912.6 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -583545.187500 Penalty: 840.325867
	Iteration 4F: 3 clusters Score -583545.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -584376.750000 Penalty: 840.325867
	Iteration 5F: 3 clusters Score -584376.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -585106.562500 Penalty: 840.325867
	Iteration 6F: 3 clusters Score -585106.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -585573.875000 Penalty: 840.325867
	Iteration 7F: 3 clusters Score -585573.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -585874.500000 Penalty: 840.325867
	Iteration 8Q: 3 clusters Score -585874.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -586039.750000 Penalty: 840.325867
	Iteration 9Q: 3 clusters Score -586039.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -586129.000000 Penalty: 840.325867
	Iteration 10Q: 3 clusters Score -586129 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -586171.187500 Penalty: 840.325867
	Iteration 11Q: 3 clusters Score -586171.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -586201.625000 Penalty: 840.325867
	Iteration 12Q: 3 clusters Score -586201.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -586222.687500 Penalty: 840.325867
	Iteration 13Q: 3 clusters Score -586222.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -586234.187500 Penalty: 840.325867
	Iteration 14Q: 3 clusters Score -586234.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -586246.187500 Penalty: 840.325867
	Iteration 15Q: 3 clusters Score -586246.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -586255.312500 Penalty: 840.325867
	Iteration 16Q: 3 clusters Score -586255.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -586264.687500 Penalty: 840.325867
	Iteration 17Q: 3 clusters Score -586264.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -586270.187500 Penalty: 840.325867
	Iteration 18Q: 3 clusters Score -586270.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -586275.375000 Penalty: 840.325867
	Iteration 19Q: 3 clusters Score -586275.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -586287.000000 Penalty: 840.325867
	Iteration 20F: 3 clusters Score -586287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -586302.187500 Penalty: 840.325867
	Iteration 21Q: 3 clusters Score -586302.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -586310.250000 Penalty: 840.325867
	Iteration 22Q: 3 clusters Score -586310.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -586318.125000 Penalty: 840.325867
	Iteration 23Q: 3 clusters Score -586318.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -586321.750000 Penalty: 840.325867
	Iteration 24Q: 3 clusters Score -586321.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -586323.625000 Penalty: 840.325867
	Iteration 25Q: 3 clusters Score -586323.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -586325.875000 Penalty: 840.325867
	Iteration 26Q: 3 clusters Score -586325.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -586327.187500 Penalty: 840.325867
	Iteration 27Q: 3 clusters Score -586327.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -586328.125000 Penalty: 840.325867
	Iteration 28Q: 3 clusters Score -586328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -586328.375000 Penalty: 840.325867
	Iteration 29Q: 3 clusters Score -586328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -586328.125000 Penalty: 840.325867
	Iteration 30Q: 3 clusters Score -586328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -586328.125000 Penalty: 840.325867
	Iteration 31F: 3 clusters Score -586328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -5615.163086 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -5615.163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5402.571777 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -5402.572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5470.311523 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -5470.312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5491.589844 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -5491.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5495.224121 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -5495.224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5495.224121 Penalty: 434.132324
	Iteration 4F: 3 clusters Score -5495.224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -11389.758789 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -11389.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11014.977539 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -11014.98 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11100.936523 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -11100.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11140.986328 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -11140.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11160.747070 Penalty: 524.346680
	Iteration 3F: 3 clusters Score -11160.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11175.426758 Penalty: 524.346680
	Iteration 4Q: 3 clusters Score -11175.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11177.726562 Penalty: 524.346680
	Iteration 5Q: 3 clusters Score -11177.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11177.726562 Penalty: 524.346680
	Iteration 6F: 3 clusters Score -11177.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2320.333008 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2320.333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2195.267578 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2195.268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -4383.074707 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -4383.075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4210.402344 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -4210.402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4240.431152 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -4240.431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4242.746582 Penalty: 395.286285
	Iteration 2Q: 3 clusters Score -4242.747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4242.746582 Penalty: 395.286285
	Iteration 3F: 3 clusters Score -4242.747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (71 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Entering Unmasked Estep 
Score: -3772.653564 Penalty: 193.951935
	Iteration 0F: 2 clusters Score -3772.654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3581.839355 Penalty: 387.903870
	Iteration 0F: 3 clusters Score -3581.839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3610.827881 Penalty: 387.903870
	Iteration 1F: 3 clusters Score -3610.828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3615.849365 Penalty: 387.903870
	Iteration 2Q: 3 clusters Score -3615.849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3624.229492 Penalty: 387.903870
	Iteration 3Q: 3 clusters Score -3624.229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3624.229492 Penalty: 387.903870
	Iteration 4F: 3 clusters Score -3624.229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -2086.487549 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -2086.488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1871.686035 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -1871.686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1955.198242 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -1955.198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1995.196533 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -1995.197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2001.409668 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -2001.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2001.409668 Penalty: 442.945648
	Iteration 4F: 3 clusters Score -2001.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -8142.321777 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -8142.322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7883.356934 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -7883.357 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7937.908203 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -7937.908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7951.236328 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -7951.236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7959.565918 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -7959.566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7963.420410 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -7963.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7967.988281 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -7967.988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7968.539551 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -7968.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7968.539551 Penalty: 471.542328
	Iteration 7F: 3 clusters Score -7968.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3585.725586 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3585.726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3412.821045 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3412.821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3445.438232 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3445.438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3461.784424 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3461.784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3462.791260 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3462.791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3462.791260 Penalty: 389.176636
	Iteration 4F: 3 clusters Score -3462.791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Entering Unmasked Estep 
Score: -255444.890625 Penalty: 386.127625
	Iteration 0F: 2 clusters Score -255444.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -252153.046875 Penalty: 772.255249
	Iteration 0F: 3 clusters Score -252153 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -253686.078125 Penalty: 772.255249
	Iteration 1F: 3 clusters Score -253686.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -253931.343750 Penalty: 772.255249
	Iteration 2F: 3 clusters Score -253931.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -254097.015625 Penalty: 772.255249
	Iteration 3F: 3 clusters Score -254097 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -254217.984375 Penalty: 772.255249
	Iteration 4Q: 3 clusters Score -254218 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -254311.281250 Penalty: 772.255249
	Iteration 5Q: 3 clusters Score -254311.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -254380.609375 Penalty: 772.255249
	Iteration 6Q: 3 clusters Score -254380.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -254426.234375 Penalty: 772.255249
	Iteration 7Q: 3 clusters Score -254426.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -254456.312500 Penalty: 772.255249
	Iteration 8Q: 3 clusters Score -254456.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -254478.812500 Penalty: 772.255249
	Iteration 9Q: 3 clusters Score -254478.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -254506.359375 Penalty: 772.255249
	Iteration 10Q: 3 clusters Score -254506.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -254538.140625 Penalty: 772.255249
	Iteration 11Q: 3 clusters Score -254538.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -254581.406250 Penalty: 772.255249
	Iteration 12Q: 3 clusters Score -254581.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -254629.296875 Penalty: 772.255249
	Iteration 13Q: 3 clusters Score -254629.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -254671.765625 Penalty: 772.255249
	Iteration 14Q: 3 clusters Score -254671.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -254704.546875 Penalty: 772.255249
	Iteration 15Q: 3 clusters Score -254704.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -254728.593750 Penalty: 772.255249
	Iteration 16Q: 3 clusters Score -254728.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -254742.000000 Penalty: 772.255249
	Iteration 17Q: 3 clusters Score -254742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -254752.468750 Penalty: 772.255249
	Iteration 18Q: 3 clusters Score -254752.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -254759.531250 Penalty: 772.255249
	Iteration 19Q: 3 clusters Score -254759.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -254767.984375 Penalty: 772.255249
	Iteration 20F: 3 clusters Score -254768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -254775.484375 Penalty: 772.255249
	Iteration 21Q: 3 clusters Score -254775.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -254784.593750 Penalty: 772.255249
	Iteration 22Q: 3 clusters Score -254784.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -254794.687500 Penalty: 772.255249
	Iteration 23Q: 3 clusters Score -254794.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -254803.703125 Penalty: 772.255249
	Iteration 24Q: 3 clusters Score -254803.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -254811.125000 Penalty: 772.255249
	Iteration 25Q: 3 clusters Score -254811.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -254816.125000 Penalty: 772.255249
	Iteration 26Q: 3 clusters Score -254816.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -254820.437500 Penalty: 772.255249
	Iteration 27Q: 3 clusters Score -254820.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -254822.671875 Penalty: 772.255249
	Iteration 28Q: 3 clusters Score -254822.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -254826.218750 Penalty: 772.255249
	Iteration 29Q: 3 clusters Score -254826.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -254828.796875 Penalty: 772.255249
	Iteration 30Q: 3 clusters Score -254828.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -254833.546875 Penalty: 772.255249
	Iteration 31Q: 3 clusters Score -254833.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -254837.000000 Penalty: 772.255249
	Iteration 32Q: 3 clusters Score -254837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -254838.781250 Penalty: 772.255249
	Iteration 33Q: 3 clusters Score -254838.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -254839.921875 Penalty: 772.255249
	Iteration 34Q: 3 clusters Score -254839.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -254840.578125 Penalty: 772.255249
	Iteration 35Q: 3 clusters Score -254840.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -254841.640625 Penalty: 772.255249
	Iteration 36Q: 3 clusters Score -254841.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -254844.062500 Penalty: 772.255249
	Iteration 37Q: 3 clusters Score -254844.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -254845.859375 Penalty: 772.255249
	Iteration 38Q: 3 clusters Score -254845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -254846.703125 Penalty: 772.255249
	Iteration 39Q: 3 clusters Score -254846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -254846.859375 Penalty: 772.255249
	Iteration 40F: 3 clusters Score -254846.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -254847.250000 Penalty: 772.255249
	Iteration 41Q: 3 clusters Score -254847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -254847.250000 Penalty: 772.255249
	Iteration 42Q: 3 clusters Score -254847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -254847.187500 Penalty: 772.255249
	Iteration 43Q: 3 clusters Score -254847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -254847.562500 Penalty: 772.255249
	Iteration 44Q: 3 clusters Score -254847.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -254847.562500 Penalty: 772.255249
	Iteration 45F: 3 clusters Score -254847.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -4576.363770 Penalty: 212.613708
	Iteration 0F: 2 clusters Score -4576.364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4398.026367 Penalty: 425.227417
	Iteration 0F: 3 clusters Score -4398.026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4451.370605 Penalty: 425.227417
	Iteration 1F: 3 clusters Score -4451.371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4453.403809 Penalty: 425.227417
	Iteration 2Q: 3 clusters Score -4453.404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4453.403809 Penalty: 425.227417
	Iteration 3F: 3 clusters Score -4453.404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -11653.126953 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -11653.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11374.571289 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -11374.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11475.893555 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -11475.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11500.303711 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -11500.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11509.058594 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -11509.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11513.826172 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -11513.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11516.047852 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -11516.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11518.141602 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -11518.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11518.141602 Penalty: 494.865234
	Iteration 7F: 3 clusters Score -11518.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -117615.820312 Penalty: 350.855103
	Iteration 0F: 2 clusters Score -117615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -116061.976562 Penalty: 701.710205
	Iteration 0F: 3 clusters Score -116062 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -116987.843750 Penalty: 701.710205
	Iteration 1F: 3 clusters Score -116987.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -117155.367188 Penalty: 701.710205
	Iteration 2F: 3 clusters Score -117155.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -117258.101562 Penalty: 701.710205
	Iteration 3F: 3 clusters Score -117258.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -117331.992188 Penalty: 701.710205
	Iteration 4Q: 3 clusters Score -117332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -117389.398438 Penalty: 701.710205
	Iteration 5Q: 3 clusters Score -117389.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -117422.765625 Penalty: 701.710205
	Iteration 6Q: 3 clusters Score -117422.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -117438.750000 Penalty: 701.710205
	Iteration 7Q: 3 clusters Score -117438.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -117448.546875 Penalty: 701.710205
	Iteration 8Q: 3 clusters Score -117448.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -117456.414062 Penalty: 701.710205
	Iteration 9Q: 3 clusters Score -117456.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -117465.421875 Penalty: 701.710205
	Iteration 10Q: 3 clusters Score -117465.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -117475.406250 Penalty: 701.710205
	Iteration 11Q: 3 clusters Score -117475.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -117483.843750 Penalty: 701.710205
	Iteration 12Q: 3 clusters Score -117483.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -117494.453125 Penalty: 701.710205
	Iteration 13Q: 3 clusters Score -117494.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -117501.367188 Penalty: 701.710205
	Iteration 14Q: 3 clusters Score -117501.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117507.929688 Penalty: 701.710205
	Iteration 15Q: 3 clusters Score -117507.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117511.101562 Penalty: 701.710205
	Iteration 16Q: 3 clusters Score -117511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117512.203125 Penalty: 701.710205
	Iteration 17Q: 3 clusters Score -117512.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117514.648438 Penalty: 701.710205
	Iteration 18Q: 3 clusters Score -117514.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117518.585938 Penalty: 701.710205
	Iteration 19Q: 3 clusters Score -117518.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117521.695312 Penalty: 701.710205
	Iteration 20F: 3 clusters Score -117521.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117523.039062 Penalty: 701.710205
	Iteration 21Q: 3 clusters Score -117523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -117525.203125 Penalty: 701.710205
	Iteration 22Q: 3 clusters Score -117525.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117530.257812 Penalty: 701.710205
	Iteration 23Q: 3 clusters Score -117530.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -117539.640625 Penalty: 701.710205
	Iteration 24Q: 3 clusters Score -117539.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -117546.000000 Penalty: 701.710205
	Iteration 25Q: 3 clusters Score -117546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117551.046875 Penalty: 701.710205
	Iteration 26Q: 3 clusters Score -117551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -117554.312500 Penalty: 701.710205
	Iteration 27Q: 3 clusters Score -117554.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117560.296875 Penalty: 701.710205
	Iteration 28Q: 3 clusters Score -117560.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -117579.523438 Penalty: 701.710205
	Iteration 29Q: 3 clusters Score -117579.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -117627.601562 Penalty: 701.710205
	Iteration 30Q: 3 clusters Score -117627.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117669.578125 Penalty: 701.710205
	Iteration 31Q: 3 clusters Score -117669.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -117702.343750 Penalty: 701.710205
	Iteration 32Q: 3 clusters Score -117702.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -117728.914062 Penalty: 701.710205
	Iteration 33Q: 3 clusters Score -117728.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -117744.218750 Penalty: 701.710205
	Iteration 34Q: 3 clusters Score -117744.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -117750.195312 Penalty: 701.710205
	Iteration 35Q: 3 clusters Score -117750.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -117752.695312 Penalty: 701.710205
	Iteration 36Q: 3 clusters Score -117752.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -117753.906250 Penalty: 701.710205
	Iteration 37Q: 3 clusters Score -117753.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -117754.031250 Penalty: 701.710205
	Iteration 38Q: 3 clusters Score -117754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -117754.031250 Penalty: 701.710205
	Iteration 39F: 3 clusters Score -117754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 1903 members 
Mstep: Class 45 contains 195 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 330 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10141026.000000 Penalty: 34822.132812
Splitting cluster 44 changes total score from -10141079.000000 to -10141026.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -10153.921875 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -10153.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9867.370117 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9867.37 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9998.513672 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9998.514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10131.567383 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -10131.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10232.437500 Penalty: 479.842987
	Iteration 3F: 3 clusters Score -10232.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10386.457031 Penalty: 479.842987
	Iteration 4F: 3 clusters Score -10386.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10411.278320 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -10411.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10458.319336 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -10458.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10468.566406 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -10468.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10475.791992 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -10475.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10475.791992 Penalty: 479.842987
	Iteration 9F: 3 clusters Score -10475.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 111 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 84 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
Score: -10141093.000000 Penalty: 34822.132812
Splitting cluster 45 changes total score from -10141079.000000 to -10141093.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 46 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -19503.929688 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -19503.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19088.302734 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -19088.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19340.748047 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -19340.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19418.566406 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -19418.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19446.621094 Penalty: 549.879639
	Iteration 3Q: 3 clusters Score -19446.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19476.191406 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -19476.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19485.173828 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -19485.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19491.890625 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -19491.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19494.996094 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -19495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19501.468750 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -19501.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19504.423828 Penalty: 549.879639
	Iteration 9Q: 3 clusters Score -19504.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19504.933594 Penalty: 549.879639
	Iteration 10Q: 3 clusters Score -19504.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19506.945312 Penalty: 549.879639
	Iteration 11Q: 3 clusters Score -19506.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19507.796875 Penalty: 549.879639
	Iteration 12Q: 3 clusters Score -19507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19507.796875 Penalty: 549.879639
	Iteration 13F: 3 clusters Score -19507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 111 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 84 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 220 members 
Entering Unmasked Estep 
Score: -10140826.000000 Penalty: 35374.863281
Splitting cluster 46 changes total score from -10141079.000000 to -10140826.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -35474.703125 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -35474.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34885.300781 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -34885.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35014.933594 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -35014.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35040.597656 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -35040.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35057.992188 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -35057.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -35074.902344 Penalty: 590.517639
	Iteration 4Q: 3 clusters Score -35074.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35087.000000 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -35087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35095.636719 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -35095.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35103.222656 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -35103.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35108.234375 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -35108.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35112.269531 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -35112.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35115.246094 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -35115.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35121.828125 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -35121.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35124.187500 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -35124.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35125.324219 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -35125.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35127.273438 Penalty: 590.517639
	Iteration 14Q: 3 clusters Score -35127.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35128.273438 Penalty: 590.517639
	Iteration 15Q: 3 clusters Score -35128.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35128.667969 Penalty: 590.517639
	Iteration 16Q: 3 clusters Score -35128.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35129.406250 Penalty: 590.517639
	Iteration 17Q: 3 clusters Score -35129.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35131.121094 Penalty: 590.517639
	Iteration 18Q: 3 clusters Score -35131.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35131.949219 Penalty: 590.517639
	Iteration 19Q: 3 clusters Score -35131.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35132.203125 Penalty: 590.517639
	Iteration 20F: 3 clusters Score -35132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35132.398438 Penalty: 590.517639
	Iteration 21Q: 3 clusters Score -35132.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35133.085938 Penalty: 590.517639
	Iteration 22Q: 3 clusters Score -35133.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35133.542969 Penalty: 590.517639
	Iteration 23Q: 3 clusters Score -35133.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35133.843750 Penalty: 590.517639
	Iteration 24Q: 3 clusters Score -35133.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35133.933594 Penalty: 590.517639
	Iteration 25Q: 3 clusters Score -35133.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35133.933594 Penalty: 590.517639
	Iteration 26F: 3 clusters Score -35133.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -20718.837891 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -20718.84 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 204 members 
Entering Unmasked Estep 
Score: -20304.054688 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -20304.05 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20424.037109 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -20424.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20465.320312 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -20465.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20494.429688 Penalty: 543.384827
	Iteration 3F: 3 clusters Score -20494.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20505.935547 Penalty: 543.384827
	Iteration 4Q: 3 clusters Score -20505.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20515.800781 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -20515.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20528.894531 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -20528.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20540.720703 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -20540.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20558.269531 Penalty: 543.384827
	Iteration 8Q: 3 clusters Score -20558.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20586.839844 Penalty: 543.384827
	Iteration 9Q: 3 clusters Score -20586.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20619.236328 Penalty: 543.384827
	Iteration 10Q: 3 clusters Score -20619.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20636.884766 Penalty: 543.384827
	Iteration 11Q: 3 clusters Score -20636.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20662.757812 Penalty: 543.384827
	Iteration 12Q: 3 clusters Score -20662.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20684.882812 Penalty: 543.384827
	Iteration 13Q: 3 clusters Score -20684.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20693.408203 Penalty: 543.384827
	Iteration 14Q: 3 clusters Score -20693.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20694.566406 Penalty: 543.384827
	Iteration 15Q: 3 clusters Score -20694.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20694.566406 Penalty: 543.384827
	Iteration 16F: 3 clusters Score -20694.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5860.652344 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5860.652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5653.566406 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -5653.566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5684.670898 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5684.671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5695.731934 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -5695.732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5696.654297 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5696.654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5696.654297 Penalty: 428.567261
	Iteration 4F: 3 clusters Score -5696.654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -6454.811523 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -6454.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6148.514160 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -6148.514 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6212.873535 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -6212.874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6244.901855 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -6244.902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6258.621094 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -6258.621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6271.849121 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -6271.849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6276.395020 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -6276.395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6280.202637 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -6280.203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6281.926270 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -6281.926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6284.550293 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -6284.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6284.550293 Penalty: 493.268707
	Iteration 9F: 3 clusters Score -6284.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -24543.960938 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -24543.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24086.277344 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -24086.28 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24267.406250 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -24267.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24321.156250 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -24321.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24357.185547 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -24357.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24384.876953 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -24384.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24404.322266 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -24404.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24419.009766 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -24419.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24435.640625 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -24435.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24446.669922 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -24446.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24462.882812 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -24462.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24498.824219 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -24498.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24544.244141 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -24544.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24626.947266 Penalty: 555.332825
	Iteration 12Q: 3 clusters Score -24626.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24694.550781 Penalty: 555.332825
	Iteration 13Q: 3 clusters Score -24694.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24753.402344 Penalty: 555.332825
	Iteration 14Q: 3 clusters Score -24753.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24774.388672 Penalty: 555.332825
	Iteration 15Q: 3 clusters Score -24774.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24777.812500 Penalty: 555.332825
	Iteration 16Q: 3 clusters Score -24777.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24777.812500 Penalty: 555.332825
	Iteration 17F: 3 clusters Score -24777.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 111 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 84 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 193 members 
Entering Unmasked Estep 
Score: -10141051.000000 Penalty: 35374.863281
Splitting cluster 51 changes total score from -10141079.000000 to -10141051.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -33495.886719 Penalty: 293.280243
	Iteration 0F: 2 clusters Score -33495.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -32916.335938 Penalty: 586.560486
	Iteration 0F: 3 clusters Score -32916.34 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -33103.082031 Penalty: 586.560486
	Iteration 1F: 3 clusters Score -33103.08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -33160.226562 Penalty: 586.560486
	Iteration 2F: 3 clusters Score -33160.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33191.253906 Penalty: 586.560486
	Iteration 3F: 3 clusters Score -33191.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33219.140625 Penalty: 586.560486
	Iteration 4Q: 3 clusters Score -33219.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33247.695312 Penalty: 586.560486
	Iteration 5Q: 3 clusters Score -33247.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33286.953125 Penalty: 586.560486
	Iteration 6Q: 3 clusters Score -33286.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33331.812500 Penalty: 586.560486
	Iteration 7Q: 3 clusters Score -33331.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33383.640625 Penalty: 586.560486
	Iteration 8Q: 3 clusters Score -33383.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33423.839844 Penalty: 586.560486
	Iteration 9Q: 3 clusters Score -33423.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33471.855469 Penalty: 586.560486
	Iteration 10Q: 3 clusters Score -33471.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33506.582031 Penalty: 586.560486
	Iteration 11Q: 3 clusters Score -33506.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33521.253906 Penalty: 586.560486
	Iteration 12Q: 3 clusters Score -33521.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -33531.289062 Penalty: 586.560486
	Iteration 13Q: 3 clusters Score -33531.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -33534.695312 Penalty: 586.560486
	Iteration 14Q: 3 clusters Score -33534.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -33535.976562 Penalty: 586.560486
	Iteration 15Q: 3 clusters Score -33535.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33536.558594 Penalty: 586.560486
	Iteration 16Q: 3 clusters Score -33536.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33537.964844 Penalty: 586.560486
	Iteration 17Q: 3 clusters Score -33537.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33539.726562 Penalty: 586.560486
	Iteration 18Q: 3 clusters Score -33539.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -33541.414062 Penalty: 586.560486
	Iteration 19Q: 3 clusters Score -33541.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33544.816406 Penalty: 586.560486
	Iteration 20F: 3 clusters Score -33544.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -33549.335938 Penalty: 586.560486
	Iteration 21Q: 3 clusters Score -33549.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -33550.921875 Penalty: 586.560486
	Iteration 22Q: 3 clusters Score -33550.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -33551.945312 Penalty: 586.560486
	Iteration 23Q: 3 clusters Score -33551.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -33551.945312 Penalty: 586.560486
	Iteration 24F: 3 clusters Score -33551.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 111 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 288 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 84 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 342 members 
Entering Unmasked Estep 
Score: -10140887.000000 Penalty: 35374.863281
Splitting cluster 52 changes total score from -10141079.000000 to -10140887.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -24693.054688 Penalty: 282.215363
	Iteration 0F: 2 clusters Score -24693.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24258.048828 Penalty: 564.430725
	Iteration 0F: 3 clusters Score -24258.05 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24426.126953 Penalty: 564.430725
	Iteration 1F: 3 clusters Score -24426.13 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24489.689453 Penalty: 564.430725
	Iteration 2F: 3 clusters Score -24489.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24529.089844 Penalty: 564.430725
	Iteration 3F: 3 clusters Score -24529.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24553.060547 Penalty: 564.430725
	Iteration 4Q: 3 clusters Score -24553.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -24580.578125 Penalty: 564.430725
	Iteration 5Q: 3 clusters Score -24580.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -24609.751953 Penalty: 564.430725
	Iteration 6Q: 3 clusters Score -24609.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -24633.804688 Penalty: 564.430725
	Iteration 7Q: 3 clusters Score -24633.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -24652.925781 Penalty: 564.430725
	Iteration 8Q: 3 clusters Score -24652.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -24666.929688 Penalty: 564.430725
	Iteration 9Q: 3 clusters Score -24666.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -24676.158203 Penalty: 564.430725
	Iteration 10Q: 3 clusters Score -24676.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -24683.187500 Penalty: 564.430725
	Iteration 11Q: 3 clusters Score -24683.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -24686.158203 Penalty: 564.430725
	Iteration 12Q: 3 clusters Score -24686.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -24686.664062 Penalty: 564.430725
	Iteration 13Q: 3 clusters Score -24686.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -24686.664062 Penalty: 564.430725
	Iteration 14F: 3 clusters Score -24686.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -16103.542969 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -16103.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15744.664062 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -15744.66 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15843.784180 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -15843.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15912.490234 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -15912.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15988.914062 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -15988.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16045.666016 Penalty: 515.644836
	Iteration 4F: 3 clusters Score -16045.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16076.491211 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -16076.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16096.181641 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -16096.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16104.443359 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -16104.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16107.372070 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -16107.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16107.372070 Penalty: 515.644836
	Iteration 9F: 3 clusters Score -16107.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 111 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 65 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 84 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 224 members 
Entering Unmasked Estep 
Score: -10140800.000000 Penalty: 35374.863281
Splitting cluster 54 changes total score from -10141079.000000 to -10140800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -9226.969727 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -9226.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8985.613281 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8985.613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9039.438477 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -9039.438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9055.714844 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -9055.715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9064.437500 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -9064.438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9067.017578 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -9067.018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9071.696289 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -9071.696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9072.862305 Penalty: 461.270294
	Iteration 6Q: 3 clusters Score -9072.862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9072.862305 Penalty: 461.270294
	Iteration 7F: 3 clusters Score -9072.862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -29344.287109 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -29344.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28844.687500 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -28844.69 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28960.578125 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -28960.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28987.628906 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -28987.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29006.175781 Penalty: 568.395691
	Iteration 3Q: 3 clusters Score -29006.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29029.767578 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -29029.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29052.023438 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -29052.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29061.248047 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -29061.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29072.570312 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -29072.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29079.591797 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -29079.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29083.003906 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -29083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29084.601562 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -29084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29085.437500 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -29085.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29086.398438 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -29086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29086.597656 Penalty: 568.395691
	Iteration 13Q: 3 clusters Score -29086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29086.597656 Penalty: 568.395691
	Iteration 14F: 3 clusters Score -29086.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -25646.849609 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -25646.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25188.138672 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -25188.14 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25357.117188 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -25357.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25503.058594 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -25503.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25596.824219 Penalty: 556.546143
	Iteration 3F: 3 clusters Score -25596.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25654.992188 Penalty: 556.546143
	Iteration 4F: 3 clusters Score -25654.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25674.164062 Penalty: 556.546143
	Iteration 5Q: 3 clusters Score -25674.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25678.738281 Penalty: 556.546143
	Iteration 6Q: 3 clusters Score -25678.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25680.716797 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -25680.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25683.072266 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -25683.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25684.292969 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -25684.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25684.292969 Penalty: 556.546143
	Iteration 10F: 3 clusters Score -25684.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 111 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 84 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 254 members 
Entering Unmasked Estep 
Score: -10140860.000000 Penalty: 35374.863281
Splitting cluster 57 changes total score from -10141079.000000 to -10140860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -23118.406250 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -23118.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22740.062500 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -22740.06 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22953.828125 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -22953.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23055.029297 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -23055.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23082.972656 Penalty: 540.555603
	Iteration 3F: 3 clusters Score -23082.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23105.707031 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -23105.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23121.718750 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -23121.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23147.769531 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -23147.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23153.568359 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -23153.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23154.689453 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -23154.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23155.660156 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -23155.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23155.660156 Penalty: 540.555603
	Iteration 10F: 3 clusters Score -23155.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 111 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 84 members 
Mstep: Class 59 contains 142 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 238 members 
Entering Unmasked Estep 
Score: -10140843.000000 Penalty: 35374.863281
Splitting cluster 59 changes total score from -10141079.000000 to -10140843.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -7303.404785 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -7303.405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7081.869629 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7081.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7128.574219 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -7128.574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7139.079102 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -7139.079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7141.725098 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -7141.725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7143.539062 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -7143.539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7144.939453 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -7144.939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7144.939453 Penalty: 447.051605
	Iteration 6F: 3 clusters Score -7144.939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -4688.210449 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -4688.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4518.908691 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -4518.909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4548.868164 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -4548.868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4563.739258 Penalty: 412.466553
	Iteration 2Q: 3 clusters Score -4563.739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4568.841797 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -4568.842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4572.161621 Penalty: 412.466553
	Iteration 4Q: 3 clusters Score -4572.162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4572.161621 Penalty: 412.466553
	Iteration 5F: 3 clusters Score -4572.162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -6359.636230 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -6359.636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6146.579590 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -6146.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6203.431152 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -6203.431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6206.174805 Penalty: 431.788818
	Iteration 2Q: 3 clusters Score -6206.175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6211.209473 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -6211.209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6212.185547 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -6212.186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6212.185547 Penalty: 431.788818
	Iteration 5F: 3 clusters Score -6212.186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -14373.551758 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -14373.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14029.719727 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -14029.72 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14106.565430 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -14106.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14138.058594 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -14138.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14149.136719 Penalty: 504.254974
	Iteration 3Q: 3 clusters Score -14149.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14162.149414 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -14162.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14171.326172 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -14171.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14187.144531 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -14187.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14189.933594 Penalty: 504.254974
	Iteration 7Q: 3 clusters Score -14189.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14190.644531 Penalty: 504.254974
	Iteration 8Q: 3 clusters Score -14190.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14190.644531 Penalty: 504.254974
	Iteration 9F: 3 clusters Score -14190.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4848 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 111 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 494 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141108.000000 Penalty: 34822.132812
Iteration 172F: 64 clusters Score -1.014111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 87 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1047 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4846 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 113 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 94 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141122.000000 Penalty: 34822.132812
Iteration 173Q: 64 clusters Score -1.014112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 86 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4844 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 113 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 628 members 
Mstep: Class 53 contains 490 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 99 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141136.000000 Penalty: 34822.132812
Iteration 174Q: 64 clusters Score -1.014114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 86 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4844 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 113 members 
Mstep: Class 46 contains 422 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 490 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 100 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141145.000000 Penalty: 34822.132812
Iteration 175Q: 64 clusters Score -1.014114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 86 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4844 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 113 members 
Mstep: Class 46 contains 422 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 490 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 100 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141145.000000 Penalty: 34822.132812
Iteration 176F: 64 clusters Score -1.014114e+07 nChanged 0
Entering ConstructFrom: 
Score: -10141145.000000 Penalty: 34822.132812
Entering ConstructFrom: 
Trying to split cluster 1 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -5123.477051 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -5123.477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4924.409668 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4924.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5059.382324 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -5059.382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5092.681152 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -5092.681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5112.303711 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -5112.304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5112.303711 Penalty: 437.165894
	Iteration 4F: 3 clusters Score -5112.304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -75682.992188 Penalty: 330.481506
	Iteration 0F: 2 clusters Score -75682.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -74609.773438 Penalty: 660.963013
	Iteration 0F: 3 clusters Score -74609.77 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -75060.593750 Penalty: 660.963013
	Iteration 1F: 3 clusters Score -75060.59 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -75135.359375 Penalty: 660.963013
	Iteration 2F: 3 clusters Score -75135.36 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -75181.664062 Penalty: 660.963013
	Iteration 3F: 3 clusters Score -75181.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -75214.750000 Penalty: 660.963013
	Iteration 4Q: 3 clusters Score -75214.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -75239.398438 Penalty: 660.963013
	Iteration 5Q: 3 clusters Score -75239.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -75258.882812 Penalty: 660.963013
	Iteration 6Q: 3 clusters Score -75258.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -75272.781250 Penalty: 660.963013
	Iteration 7Q: 3 clusters Score -75272.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -75283.242188 Penalty: 660.963013
	Iteration 8Q: 3 clusters Score -75283.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -75289.273438 Penalty: 660.963013
	Iteration 9Q: 3 clusters Score -75289.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -75296.070312 Penalty: 660.963013
	Iteration 10Q: 3 clusters Score -75296.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -75304.546875 Penalty: 660.963013
	Iteration 11Q: 3 clusters Score -75304.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -75314.195312 Penalty: 660.963013
	Iteration 12Q: 3 clusters Score -75314.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -75321.476562 Penalty: 660.963013
	Iteration 13Q: 3 clusters Score -75321.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -75329.007812 Penalty: 660.963013
	Iteration 14Q: 3 clusters Score -75329.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -75335.023438 Penalty: 660.963013
	Iteration 15Q: 3 clusters Score -75335.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -75346.289062 Penalty: 660.963013
	Iteration 16Q: 3 clusters Score -75346.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -75357.796875 Penalty: 660.963013
	Iteration 17Q: 3 clusters Score -75357.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -75367.679688 Penalty: 660.963013
	Iteration 18Q: 3 clusters Score -75367.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -75388.460938 Penalty: 660.963013
	Iteration 19Q: 3 clusters Score -75388.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -75415.257812 Penalty: 660.963013
	Iteration 20F: 3 clusters Score -75415.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -75430.625000 Penalty: 660.963013
	Iteration 21Q: 3 clusters Score -75430.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -75439.968750 Penalty: 660.963013
	Iteration 22Q: 3 clusters Score -75439.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -75445.640625 Penalty: 660.963013
	Iteration 23Q: 3 clusters Score -75445.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75450.140625 Penalty: 660.963013
	Iteration 24Q: 3 clusters Score -75450.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -75451.351562 Penalty: 660.963013
	Iteration 25Q: 3 clusters Score -75451.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -75452.953125 Penalty: 660.963013
	Iteration 26Q: 3 clusters Score -75452.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -75455.203125 Penalty: 660.963013
	Iteration 27Q: 3 clusters Score -75455.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75458.679688 Penalty: 660.963013
	Iteration 28Q: 3 clusters Score -75458.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -75460.367188 Penalty: 660.963013
	Iteration 29Q: 3 clusters Score -75460.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75461.960938 Penalty: 660.963013
	Iteration 30Q: 3 clusters Score -75461.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75462.757812 Penalty: 660.963013
	Iteration 31Q: 3 clusters Score -75462.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75463.742188 Penalty: 660.963013
	Iteration 32Q: 3 clusters Score -75463.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75464.765625 Penalty: 660.963013
	Iteration 33Q: 3 clusters Score -75464.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75464.765625 Penalty: 660.963013
	Iteration 34F: 3 clusters Score -75464.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -9515.018555 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -9515.019 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 96 members 
Entering Unmasked Estep 
Score: -9241.066406 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -9241.066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9318.740234 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -9318.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9337.698242 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -9337.698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9356.619141 Penalty: 477.956909
	Iteration 3Q: 3 clusters Score -9356.619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9358.591797 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -9358.592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9359.489258 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -9359.489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9359.489258 Penalty: 477.956909
	Iteration 6F: 3 clusters Score -9359.489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -21442.199219 Penalty: 275.047729
	Iteration 0F: 2 clusters Score -21442.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21028.650391 Penalty: 550.095459
	Iteration 0F: 3 clusters Score -21028.65 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21172.324219 Penalty: 550.095459
	Iteration 1F: 3 clusters Score -21172.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21211.343750 Penalty: 550.095459
	Iteration 2F: 3 clusters Score -21211.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21245.480469 Penalty: 550.095459
	Iteration 3Q: 3 clusters Score -21245.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21259.675781 Penalty: 550.095459
	Iteration 4Q: 3 clusters Score -21259.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21272.060547 Penalty: 550.095459
	Iteration 5Q: 3 clusters Score -21272.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21280.396484 Penalty: 550.095459
	Iteration 6Q: 3 clusters Score -21280.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21290.667969 Penalty: 550.095459
	Iteration 7Q: 3 clusters Score -21290.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21292.367188 Penalty: 550.095459
	Iteration 8Q: 3 clusters Score -21292.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21294.419922 Penalty: 550.095459
	Iteration 9Q: 3 clusters Score -21294.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21298.708984 Penalty: 550.095459
	Iteration 10Q: 3 clusters Score -21298.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21303.191406 Penalty: 550.095459
	Iteration 11Q: 3 clusters Score -21303.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21307.656250 Penalty: 550.095459
	Iteration 12Q: 3 clusters Score -21307.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21313.140625 Penalty: 550.095459
	Iteration 13Q: 3 clusters Score -21313.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21320.240234 Penalty: 550.095459
	Iteration 14Q: 3 clusters Score -21320.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21324.384766 Penalty: 550.095459
	Iteration 15Q: 3 clusters Score -21324.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21330.642578 Penalty: 550.095459
	Iteration 16Q: 3 clusters Score -21330.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21352.302734 Penalty: 550.095459
	Iteration 17Q: 3 clusters Score -21352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21368.068359 Penalty: 550.095459
	Iteration 18Q: 3 clusters Score -21368.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21379.525391 Penalty: 550.095459
	Iteration 19Q: 3 clusters Score -21379.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21395.878906 Penalty: 550.095459
	Iteration 20F: 3 clusters Score -21395.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21415.314453 Penalty: 550.095459
	Iteration 21Q: 3 clusters Score -21415.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21425.603516 Penalty: 550.095459
	Iteration 22Q: 3 clusters Score -21425.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21427.648438 Penalty: 550.095459
	Iteration 23Q: 3 clusters Score -21427.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21432.214844 Penalty: 550.095459
	Iteration 24Q: 3 clusters Score -21432.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21435.355469 Penalty: 550.095459
	Iteration 25Q: 3 clusters Score -21435.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21438.212891 Penalty: 550.095459
	Iteration 26Q: 3 clusters Score -21438.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21444.718750 Penalty: 550.095459
	Iteration 27Q: 3 clusters Score -21444.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21445.574219 Penalty: 550.095459
	Iteration 28Q: 3 clusters Score -21445.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21445.574219 Penalty: 550.095459
	Iteration 29F: 3 clusters Score -21445.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 86 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4844 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 113 members 
Mstep: Class 46 contains 422 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 490 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 100 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 134 members 
Entering Unmasked Estep 
Score: -10140871.000000 Penalty: 35374.863281
Splitting cluster 4 changes total score from -10141145.000000 to -10140871.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -177674.390625 Penalty: 364.712402
	Iteration 0F: 2 clusters Score -177674.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -175583.640625 Penalty: 729.424805
	Iteration 0F: 3 clusters Score -175583.6 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -176301.406250 Penalty: 729.424805
	Iteration 1F: 3 clusters Score -176301.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -176425.812500 Penalty: 729.424805
	Iteration 2F: 3 clusters Score -176425.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -176532.812500 Penalty: 729.424805
	Iteration 3F: 3 clusters Score -176532.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -176671.953125 Penalty: 729.424805
	Iteration 4F: 3 clusters Score -176672 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -176801.515625 Penalty: 729.424805
	Iteration 5F: 3 clusters Score -176801.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -176949.218750 Penalty: 729.424805
	Iteration 6F: 3 clusters Score -176949.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -177083.203125 Penalty: 729.424805
	Iteration 7Q: 3 clusters Score -177083.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -177181.578125 Penalty: 729.424805
	Iteration 8Q: 3 clusters Score -177181.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -177232.125000 Penalty: 729.424805
	Iteration 9Q: 3 clusters Score -177232.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -177278.156250 Penalty: 729.424805
	Iteration 10Q: 3 clusters Score -177278.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -177312.984375 Penalty: 729.424805
	Iteration 11Q: 3 clusters Score -177313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -177327.593750 Penalty: 729.424805
	Iteration 12Q: 3 clusters Score -177327.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -177333.796875 Penalty: 729.424805
	Iteration 13Q: 3 clusters Score -177333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -177334.250000 Penalty: 729.424805
	Iteration 14Q: 3 clusters Score -177334.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -177334.250000 Penalty: 729.424805
	Iteration 15F: 3 clusters Score -177334.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -12154.721680 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -12154.72 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 118 members 
Entering Unmasked Estep 
Score: -11862.521484 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11862.52 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11942.118164 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -11942.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11978.582031 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11978.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11995.062500 Penalty: 494.070465
	Iteration 3F: 3 clusters Score -11995.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12020.754883 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -12020.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12053.321289 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -12053.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12104.847656 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -12104.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12123.363281 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -12123.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12137.700195 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -12137.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12142.160156 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -12142.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12144.014648 Penalty: 494.070465
	Iteration 10Q: 3 clusters Score -12144.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12148.440430 Penalty: 494.070465
	Iteration 11Q: 3 clusters Score -12148.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12151.840820 Penalty: 494.070465
	Iteration 12Q: 3 clusters Score -12151.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12155.685547 Penalty: 494.070465
	Iteration 13Q: 3 clusters Score -12155.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12156.616211 Penalty: 494.070465
	Iteration 14F: 3 clusters Score -12156.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12158.984375 Penalty: 494.070465
	Iteration 15Q: 3 clusters Score -12158.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12158.984375 Penalty: 494.070465
	Iteration 16F: 3 clusters Score -12158.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 111 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 86 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4844 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 113 members 
Mstep: Class 46 contains 422 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 490 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 100 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 117 members 
Entering Unmasked Estep 
Score: -10140844.000000 Penalty: 35374.863281
Splitting cluster 6 changes total score from -10141145.000000 to -10140844.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (37109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Entering Unmasked Estep 
Score: -1989500.500000 Penalty: 478.733490
	Iteration 0F: 2 clusters Score -1989500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -1964640.000000 Penalty: 957.466980
	Iteration 0F: 3 clusters Score -1964640 nChanged 17884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -1975545.625000 Penalty: 957.466980
	Iteration 1F: 3 clusters Score -1975546 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -1976447.375000 Penalty: 957.466980
	Iteration 2F: 3 clusters Score -1976447 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -1977465.000000 Penalty: 957.466980
	Iteration 3F: 3 clusters Score -1977465 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -1978754.375000 Penalty: 957.466980
	Iteration 4F: 3 clusters Score -1978754 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -1980265.250000 Penalty: 957.466980
	Iteration 5F: 3 clusters Score -1980265 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -1982057.250000 Penalty: 957.466980
	Iteration 6F: 3 clusters Score -1982057 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -1983928.500000 Penalty: 957.466980
	Iteration 7F: 3 clusters Score -1983928 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -1985556.750000 Penalty: 957.466980
	Iteration 8Q: 3 clusters Score -1985557 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -1986565.250000 Penalty: 957.466980
	Iteration 9Q: 3 clusters Score -1986565 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -1987227.125000 Penalty: 957.466980
	Iteration 10Q: 3 clusters Score -1987227 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -1987744.125000 Penalty: 957.466980
	Iteration 11Q: 3 clusters Score -1987744 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -1988152.875000 Penalty: 957.466980
	Iteration 12Q: 3 clusters Score -1988153 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -1988431.500000 Penalty: 957.466980
	Iteration 13Q: 3 clusters Score -1988432 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -1988620.625000 Penalty: 957.466980
	Iteration 14Q: 3 clusters Score -1988621 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -1988740.500000 Penalty: 957.466980
	Iteration 15Q: 3 clusters Score -1988740 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -1988830.000000 Penalty: 957.466980
	Iteration 16Q: 3 clusters Score -1988830 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -1988889.750000 Penalty: 957.466980
	Iteration 17Q: 3 clusters Score -1988890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -1988931.250000 Penalty: 957.466980
	Iteration 18Q: 3 clusters Score -1988931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -1988961.625000 Penalty: 957.466980
	Iteration 19Q: 3 clusters Score -1988962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -1988991.000000 Penalty: 957.466980
	Iteration 20F: 3 clusters Score -1988991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -1989015.625000 Penalty: 957.466980
	Iteration 21Q: 3 clusters Score -1989016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -1989028.375000 Penalty: 957.466980
	Iteration 22Q: 3 clusters Score -1989028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -1989050.875000 Penalty: 957.466980
	Iteration 23Q: 3 clusters Score -1989051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -1989055.375000 Penalty: 957.466980
	Iteration 24Q: 3 clusters Score -1989055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -1989059.250000 Penalty: 957.466980
	Iteration 25Q: 3 clusters Score -1989059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -1989061.250000 Penalty: 957.466980
	Iteration 26Q: 3 clusters Score -1989061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -1989065.000000 Penalty: 957.466980
	Iteration 27Q: 3 clusters Score -1989065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -1989071.375000 Penalty: 957.466980
	Iteration 28Q: 3 clusters Score -1989071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -1989072.625000 Penalty: 957.466980
	Iteration 29Q: 3 clusters Score -1989073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -1989073.875000 Penalty: 957.466980
	Iteration 30Q: 3 clusters Score -1989074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -1989078.250000 Penalty: 957.466980
	Iteration 31Q: 3 clusters Score -1989078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -1989077.625000 Penalty: 957.466980
	Iteration 32Q: 3 clusters Score -1989078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -1989077.750000 Penalty: 957.466980
	Iteration 33Q: 3 clusters Score -1989078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -1989077.750000 Penalty: 957.466980
	Iteration 34F: 3 clusters Score -1989078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -9984.793945 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -9984.794 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 94 members 
Entering Unmasked Estep 
Score: -9709.774414 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -9709.774 nChanged 44
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: -9758.075195 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -9758.075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9777.520508 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -9777.521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9794.783203 Penalty: 475.052399
	Iteration 3Q: 3 clusters Score -9794.783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9802.708008 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -9802.708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9814.521484 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -9814.521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9822.097656 Penalty: 475.052399
	Iteration 6Q: 3 clusters Score -9822.098 nChanged 6
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: -9837.373047 Penalty: 475.052399
	Iteration 7Q: 3 clusters Score -9837.373 nChanged 3
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: -9847.981445 Penalty: 475.052399
	Iteration 8Q: 3 clusters Score -9847.981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9865.120117 Penalty: 475.052399
	Iteration 9Q: 3 clusters Score -9865.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9881.914062 Penalty: 475.052399
	Iteration 10Q: 3 clusters Score -9881.914 nChanged 4
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: -9897.073242 Penalty: 475.052399
	Iteration 11Q: 3 clusters Score -9897.073 nChanged 3
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: -9906.446289 Penalty: 475.052399
	Iteration 12Q: 3 clusters Score -9906.446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9911.459961 Penalty: 475.052399
	Iteration 13Q: 3 clusters Score -9911.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9913.244141 Penalty: 475.052399
	Iteration 14Q: 3 clusters Score -9913.244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9913.244141 Penalty: 475.052399
	Iteration 15F: 3 clusters Score -9913.244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -62330.886719 Penalty: 321.601837
	Iteration 0F: 2 clusters Score -62330.89 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 578 members 
Entering Unmasked Estep 
Score: -61432.496094 Penalty: 643.203674
	Iteration 0F: 3 clusters Score -61432.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -61754.664062 Penalty: 643.203674
	Iteration 1F: 3 clusters Score -61754.66 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -61809.800781 Penalty: 643.203674
	Iteration 2F: 3 clusters Score -61809.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -61838.371094 Penalty: 643.203674
	Iteration 3Q: 3 clusters Score -61838.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61857.445312 Penalty: 643.203674
	Iteration 4Q: 3 clusters Score -61857.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -61881.574219 Penalty: 643.203674
	Iteration 5Q: 3 clusters Score -61881.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -61904.804688 Penalty: 643.203674
	Iteration 6Q: 3 clusters Score -61904.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -61931.285156 Penalty: 643.203674
	Iteration 7Q: 3 clusters Score -61931.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -61945.027344 Penalty: 643.203674
	Iteration 8Q: 3 clusters Score -61945.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -61959.890625 Penalty: 643.203674
	Iteration 9Q: 3 clusters Score -61959.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -61976.152344 Penalty: 643.203674
	Iteration 10Q: 3 clusters Score -61976.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -61990.644531 Penalty: 643.203674
	Iteration 11Q: 3 clusters Score -61990.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -62002.023438 Penalty: 643.203674
	Iteration 12Q: 3 clusters Score -62002.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -62007.378906 Penalty: 643.203674
	Iteration 13Q: 3 clusters Score -62007.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -62012.800781 Penalty: 643.203674
	Iteration 14Q: 3 clusters Score -62012.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -62020.300781 Penalty: 643.203674
	Iteration 15Q: 3 clusters Score -62020.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -62029.359375 Penalty: 643.203674
	Iteration 16Q: 3 clusters Score -62029.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -62035.757812 Penalty: 643.203674
	Iteration 17Q: 3 clusters Score -62035.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -62040.152344 Penalty: 643.203674
	Iteration 18Q: 3 clusters Score -62040.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -62047.019531 Penalty: 643.203674
	Iteration 19Q: 3 clusters Score -62047.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -62060.597656 Penalty: 643.203674
	Iteration 20F: 3 clusters Score -62060.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -62066.277344 Penalty: 643.203674
	Iteration 21Q: 3 clusters Score -62066.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -62067.507812 Penalty: 643.203674
	Iteration 22Q: 3 clusters Score -62067.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -62068.082031 Penalty: 643.203674
	Iteration 23Q: 3 clusters Score -62068.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -62068.589844 Penalty: 643.203674
	Iteration 24Q: 3 clusters Score -62068.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -62068.921875 Penalty: 643.203674
	Iteration 25Q: 3 clusters Score -62068.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -62070.335938 Penalty: 643.203674
	Iteration 26Q: 3 clusters Score -62070.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -62071.390625 Penalty: 643.203674
	Iteration 27Q: 3 clusters Score -62071.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -62071.535156 Penalty: 643.203674
	Iteration 28Q: 3 clusters Score -62071.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -62072.164062 Penalty: 643.203674
	Iteration 29Q: 3 clusters Score -62072.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -62073.507812 Penalty: 643.203674
	Iteration 30Q: 3 clusters Score -62073.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -62073.507812 Penalty: 643.203674
	Iteration 31F: 3 clusters Score -62073.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -29887.232422 Penalty: 294.702240
	Iteration 0F: 2 clusters Score -29887.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -29321.515625 Penalty: 589.404480
	Iteration 0F: 3 clusters Score -29321.52 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -29504.867188 Penalty: 589.404480
	Iteration 1F: 3 clusters Score -29504.87 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -29567.335938 Penalty: 589.404480
	Iteration 2F: 3 clusters Score -29567.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -29625.058594 Penalty: 589.404480
	Iteration 3F: 3 clusters Score -29625.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -29653.111328 Penalty: 589.404480
	Iteration 4F: 3 clusters Score -29653.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -29675.769531 Penalty: 589.404480
	Iteration 5Q: 3 clusters Score -29675.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -29688.421875 Penalty: 589.404480
	Iteration 6Q: 3 clusters Score -29688.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -29692.945312 Penalty: 589.404480
	Iteration 7Q: 3 clusters Score -29692.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -29698.328125 Penalty: 589.404480
	Iteration 8Q: 3 clusters Score -29698.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -29703.402344 Penalty: 589.404480
	Iteration 9Q: 3 clusters Score -29703.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -29711.884766 Penalty: 589.404480
	Iteration 10Q: 3 clusters Score -29711.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -29714.894531 Penalty: 589.404480
	Iteration 11Q: 3 clusters Score -29714.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -29718.359375 Penalty: 589.404480
	Iteration 12Q: 3 clusters Score -29718.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -29720.429688 Penalty: 589.404480
	Iteration 13Q: 3 clusters Score -29720.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -29722.224609 Penalty: 589.404480
	Iteration 14Q: 3 clusters Score -29722.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -29724.781250 Penalty: 589.404480
	Iteration 15Q: 3 clusters Score -29724.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -29731.830078 Penalty: 589.404480
	Iteration 16Q: 3 clusters Score -29731.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -29742.582031 Penalty: 589.404480
	Iteration 17Q: 3 clusters Score -29742.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -29752.962891 Penalty: 589.404480
	Iteration 18Q: 3 clusters Score -29752.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -29760.054688 Penalty: 589.404480
	Iteration 19Q: 3 clusters Score -29760.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -29764.562500 Penalty: 589.404480
	Iteration 20F: 3 clusters Score -29764.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -29765.789062 Penalty: 589.404480
	Iteration 21Q: 3 clusters Score -29765.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -29765.789062 Penalty: 589.404480
	Iteration 22F: 3 clusters Score -29765.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (86 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Entering Unmasked Estep 
Score: -4462.084473 Penalty: 202.672791
	Iteration 0F: 2 clusters Score -4462.084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4300.099609 Penalty: 405.345581
	Iteration 0F: 3 clusters Score -4300.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4335.092285 Penalty: 405.345581
	Iteration 1F: 3 clusters Score -4335.092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4339.787598 Penalty: 405.345581
	Iteration 2Q: 3 clusters Score -4339.788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4341.611816 Penalty: 405.345581
	Iteration 3Q: 3 clusters Score -4341.612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4341.611816 Penalty: 405.345581
	Iteration 4F: 3 clusters Score -4341.612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -34345.406250 Penalty: 302.054840
	Iteration 0F: 2 clusters Score -34345.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -33707.917969 Penalty: 604.109680
	Iteration 0F: 3 clusters Score -33707.92 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -34112.074219 Penalty: 604.109680
	Iteration 1F: 3 clusters Score -34112.07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -34204.128906 Penalty: 604.109680
	Iteration 2F: 3 clusters Score -34204.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -34227.953125 Penalty: 604.109680
	Iteration 3Q: 3 clusters Score -34227.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -34243.613281 Penalty: 604.109680
	Iteration 4Q: 3 clusters Score -34243.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -34256.886719 Penalty: 604.109680
	Iteration 5Q: 3 clusters Score -34256.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -34268.320312 Penalty: 604.109680
	Iteration 6Q: 3 clusters Score -34268.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -34283.484375 Penalty: 604.109680
	Iteration 7Q: 3 clusters Score -34283.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -34297.800781 Penalty: 604.109680
	Iteration 8Q: 3 clusters Score -34297.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -34313.011719 Penalty: 604.109680
	Iteration 9Q: 3 clusters Score -34313.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -34326.007812 Penalty: 604.109680
	Iteration 10Q: 3 clusters Score -34326.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -34330.050781 Penalty: 604.109680
	Iteration 11Q: 3 clusters Score -34330.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -34333.441406 Penalty: 604.109680
	Iteration 12Q: 3 clusters Score -34333.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -34336.152344 Penalty: 604.109680
	Iteration 13Q: 3 clusters Score -34336.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -34337.652344 Penalty: 604.109680
	Iteration 14Q: 3 clusters Score -34337.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34340.316406 Penalty: 604.109680
	Iteration 15Q: 3 clusters Score -34340.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34342.226562 Penalty: 604.109680
	Iteration 16Q: 3 clusters Score -34342.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -34343.121094 Penalty: 604.109680
	Iteration 17Q: 3 clusters Score -34343.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -34343.679688 Penalty: 604.109680
	Iteration 18Q: 3 clusters Score -34343.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34344.562500 Penalty: 604.109680
	Iteration 19Q: 3 clusters Score -34344.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34345.246094 Penalty: 604.109680
	Iteration 20F: 3 clusters Score -34345.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34346.523438 Penalty: 604.109680
	Iteration 21Q: 3 clusters Score -34346.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -34349.074219 Penalty: 604.109680
	Iteration 22Q: 3 clusters Score -34349.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -34349.804688 Penalty: 604.109680
	Iteration 23Q: 3 clusters Score -34349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -34349.804688 Penalty: 604.109680
	Iteration 24F: 3 clusters Score -34349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 86 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4844 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 113 members 
Mstep: Class 46 contains 422 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 490 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 100 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 394 members 
Entering Unmasked Estep 
Score: -10140904.000000 Penalty: 35374.863281
Splitting cluster 12 changes total score from -10141145.000000 to -10140904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -48675.953125 Penalty: 311.535889
	Iteration 0F: 2 clusters Score -48675.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -47904.988281 Penalty: 623.071777
	Iteration 0F: 3 clusters Score -47904.99 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -48160.125000 Penalty: 623.071777
	Iteration 1F: 3 clusters Score -48160.12 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -48278.339844 Penalty: 623.071777
	Iteration 2F: 3 clusters Score -48278.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -48376.402344 Penalty: 623.071777
	Iteration 3F: 3 clusters Score -48376.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -48448.714844 Penalty: 623.071777
	Iteration 4F: 3 clusters Score -48448.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48479.339844 Penalty: 623.071777
	Iteration 5Q: 3 clusters Score -48479.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48495.050781 Penalty: 623.071777
	Iteration 6Q: 3 clusters Score -48495.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48502.289062 Penalty: 623.071777
	Iteration 7Q: 3 clusters Score -48502.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48510.222656 Penalty: 623.071777
	Iteration 8Q: 3 clusters Score -48510.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48513.378906 Penalty: 623.071777
	Iteration 9Q: 3 clusters Score -48513.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48514.460938 Penalty: 623.071777
	Iteration 10Q: 3 clusters Score -48514.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48514.992188 Penalty: 623.071777
	Iteration 11Q: 3 clusters Score -48514.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48515.046875 Penalty: 623.071777
	Iteration 12Q: 3 clusters Score -48515.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48515.324219 Penalty: 623.071777
	Iteration 13Q: 3 clusters Score -48515.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48515.324219 Penalty: 623.071777
	Iteration 14F: 3 clusters Score -48515.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -7293.654785 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -7293.655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6988.783203 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -6988.783 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7143.648926 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -7143.649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7199.749023 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -7199.749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7210.220703 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -7210.221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7215.705566 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -7215.706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7218.782715 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -7218.783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7224.465332 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -7224.465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7231.493164 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -7231.493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7237.500488 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -7237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7239.270996 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -7239.271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7241.427246 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -7241.427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7242.185547 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -7242.186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7242.185547 Penalty: 507.066010
	Iteration 12F: 3 clusters Score -7242.186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -50731.148438 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -50731.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -49984.730469 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -49984.73 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -50184.390625 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -50184.39 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -50236.203125 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -50236.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -50279.757812 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -50279.76 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -50325.328125 Penalty: 618.205444
	Iteration 4F: 3 clusters Score -50325.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -50358.679688 Penalty: 618.205444
	Iteration 5F: 3 clusters Score -50358.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -50380.750000 Penalty: 618.205444
	Iteration 6Q: 3 clusters Score -50380.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -50404.316406 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -50404.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -50437.968750 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -50437.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -50467.230469 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -50467.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -50499.054688 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -50499.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -50530.476562 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -50530.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -50549.500000 Penalty: 618.205444
	Iteration 12Q: 3 clusters Score -50549.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -50557.410156 Penalty: 618.205444
	Iteration 13Q: 3 clusters Score -50557.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -50560.695312 Penalty: 618.205444
	Iteration 14Q: 3 clusters Score -50560.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -50562.027344 Penalty: 618.205444
	Iteration 15Q: 3 clusters Score -50562.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -50563.078125 Penalty: 618.205444
	Iteration 16Q: 3 clusters Score -50563.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -50563.488281 Penalty: 618.205444
	Iteration 17Q: 3 clusters Score -50563.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -50564.179688 Penalty: 618.205444
	Iteration 18Q: 3 clusters Score -50564.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -50567.566406 Penalty: 618.205444
	Iteration 19Q: 3 clusters Score -50567.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -50570.968750 Penalty: 618.205444
	Iteration 20F: 3 clusters Score -50570.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -50573.742188 Penalty: 618.205444
	Iteration 21Q: 3 clusters Score -50573.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -50574.640625 Penalty: 618.205444
	Iteration 22Q: 3 clusters Score -50574.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -50576.519531 Penalty: 618.205444
	Iteration 23Q: 3 clusters Score -50576.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -50584.808594 Penalty: 618.205444
	Iteration 24Q: 3 clusters Score -50584.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -50592.453125 Penalty: 618.205444
	Iteration 25Q: 3 clusters Score -50592.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -50606.761719 Penalty: 618.205444
	Iteration 26Q: 3 clusters Score -50606.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -50622.671875 Penalty: 618.205444
	Iteration 27Q: 3 clusters Score -50622.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -50628.050781 Penalty: 618.205444
	Iteration 28Q: 3 clusters Score -50628.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -50632.488281 Penalty: 618.205444
	Iteration 29Q: 3 clusters Score -50632.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -50637.457031 Penalty: 618.205444
	Iteration 30Q: 3 clusters Score -50637.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -50638.589844 Penalty: 618.205444
	Iteration 31Q: 3 clusters Score -50638.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -50638.589844 Penalty: 618.205444
	Iteration 32F: 3 clusters Score -50638.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -8070.231445 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -8070.231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7801.225098 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -7801.225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7861.103027 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -7861.103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7893.266113 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -7893.266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7907.079590 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -7907.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7907.529297 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -7907.529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7909.979980 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -7909.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7912.108398 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -7912.108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7914.743164 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -7914.743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7924.000488 Penalty: 468.421997
	Iteration 8Q: 3 clusters Score -7924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7928.273438 Penalty: 468.421997
	Iteration 9Q: 3 clusters Score -7928.273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7933.300781 Penalty: 468.421997
	Iteration 10Q: 3 clusters Score -7933.301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7936.588379 Penalty: 468.421997
	Iteration 11Q: 3 clusters Score -7936.588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7937.777344 Penalty: 468.421997
	Iteration 12Q: 3 clusters Score -7937.777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7937.777344 Penalty: 468.421997
	Iteration 13F: 3 clusters Score -7937.777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Entering Unmasked Estep 
Score: -147924.359375 Penalty: 362.762878
	Iteration 0F: 2 clusters Score -147924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -145963.000000 Penalty: 725.525757
	Iteration 0F: 3 clusters Score -145963 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -146800.640625 Penalty: 725.525757
	Iteration 1F: 3 clusters Score -146800.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -146987.328125 Penalty: 725.525757
	Iteration 2F: 3 clusters Score -146987.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -147132.421875 Penalty: 725.525757
	Iteration 3F: 3 clusters Score -147132.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -147224.718750 Penalty: 725.525757
	Iteration 4Q: 3 clusters Score -147224.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -147314.875000 Penalty: 725.525757
	Iteration 5Q: 3 clusters Score -147314.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -147399.812500 Penalty: 725.525757
	Iteration 6Q: 3 clusters Score -147399.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -147459.718750 Penalty: 725.525757
	Iteration 7Q: 3 clusters Score -147459.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -147510.468750 Penalty: 725.525757
	Iteration 8Q: 3 clusters Score -147510.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -147537.140625 Penalty: 725.525757
	Iteration 9Q: 3 clusters Score -147537.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -147558.218750 Penalty: 725.525757
	Iteration 10Q: 3 clusters Score -147558.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -147578.187500 Penalty: 725.525757
	Iteration 11Q: 3 clusters Score -147578.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -147590.796875 Penalty: 725.525757
	Iteration 12Q: 3 clusters Score -147590.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -147601.640625 Penalty: 725.525757
	Iteration 13Q: 3 clusters Score -147601.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -147610.875000 Penalty: 725.525757
	Iteration 14Q: 3 clusters Score -147610.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -147624.343750 Penalty: 725.525757
	Iteration 15Q: 3 clusters Score -147624.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -147639.828125 Penalty: 725.525757
	Iteration 16Q: 3 clusters Score -147639.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -147647.484375 Penalty: 725.525757
	Iteration 17Q: 3 clusters Score -147647.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -147651.484375 Penalty: 725.525757
	Iteration 18Q: 3 clusters Score -147651.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -147653.703125 Penalty: 725.525757
	Iteration 19Q: 3 clusters Score -147653.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -147655.656250 Penalty: 725.525757
	Iteration 20F: 3 clusters Score -147655.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -147659.046875 Penalty: 725.525757
	Iteration 21Q: 3 clusters Score -147659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -147662.843750 Penalty: 725.525757
	Iteration 22Q: 3 clusters Score -147662.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -147668.375000 Penalty: 725.525757
	Iteration 23Q: 3 clusters Score -147668.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -147673.906250 Penalty: 725.525757
	Iteration 24Q: 3 clusters Score -147673.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -147680.984375 Penalty: 725.525757
	Iteration 25Q: 3 clusters Score -147681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -147684.718750 Penalty: 725.525757
	Iteration 26Q: 3 clusters Score -147684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -147685.328125 Penalty: 725.525757
	Iteration 27Q: 3 clusters Score -147685.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -147685.750000 Penalty: 725.525757
	Iteration 28Q: 3 clusters Score -147685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -147688.125000 Penalty: 725.525757
	Iteration 29Q: 3 clusters Score -147688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -147691.015625 Penalty: 725.525757
	Iteration 30Q: 3 clusters Score -147691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -147691.015625 Penalty: 725.525757
	Iteration 31F: 3 clusters Score -147691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9338.147461 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9338.147 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 106 members 
Entering Unmasked Estep 
Score: -9063.107422 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9063.107 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9125.411133 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9125.411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9139.935547 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -9139.936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9151.130859 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -9151.131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9159.219727 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -9159.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9159.771484 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -9159.771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9164.726562 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -9164.727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9166.242188 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -9166.242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9166.242188 Penalty: 482.600739
	Iteration 8F: 3 clusters Score -9166.242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6642.429199 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6642.429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6405.406250 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6405.406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6516.302246 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6516.302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6543.354004 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -6543.354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6555.827148 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6555.827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6560.673340 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6560.673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6570.155762 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -6570.156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6576.548828 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -6576.549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6580.982422 Penalty: 446.380005
	Iteration 7Q: 3 clusters Score -6580.982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6580.982422 Penalty: 446.380005
	Iteration 8F: 3 clusters Score -6580.982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -9158.686523 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9158.687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8920.269531 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -8920.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9017.488281 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -9017.488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9055.357422 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -9055.357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9088.181641 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -9088.182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9109.434570 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -9109.435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9115.186523 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9115.187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9122.419922 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -9122.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9125.409180 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -9125.409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9125.409180 Penalty: 473.564606
	Iteration 8F: 3 clusters Score -9125.409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -11059.578125 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -11059.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10767.115234 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -10767.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10838.217773 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -10838.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10863.927734 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -10863.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10876.418945 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -10876.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10885.347656 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -10885.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10889.626953 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -10889.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10903.424805 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -10903.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10932.405273 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -10932.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10994.646484 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -10994.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11070.415039 Penalty: 485.715973
	Iteration 9F: 3 clusters Score -11070.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11133.247070 Penalty: 485.715973
	Iteration 10F: 3 clusters Score -11133.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11173.232422 Penalty: 485.715973
	Iteration 11F: 3 clusters Score -11173.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11186.923828 Penalty: 485.715973
	Iteration 12Q: 3 clusters Score -11186.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11190.066406 Penalty: 485.715973
	Iteration 13Q: 3 clusters Score -11190.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11190.066406 Penalty: 485.715973
	Iteration 14F: 3 clusters Score -11190.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 86 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4844 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 113 members 
Mstep: Class 46 contains 422 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 490 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 100 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 71 members 
Entering Unmasked Estep 
Score: -10140965.000000 Penalty: 35374.863281
Splitting cluster 21 changes total score from -10141145.000000 to -10140965.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -3943.318359 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -3943.318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3767.757812 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3767.758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3840.074463 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3840.074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3845.107666 Penalty: 392.891418
	Iteration 2Q: 3 clusters Score -3845.108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3845.107666 Penalty: 392.891418
	Iteration 3F: 3 clusters Score -3845.108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Entering Unmasked Estep 
Score: -375273.843750 Penalty: 402.939178
	Iteration 0F: 2 clusters Score -375273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -370591.062500 Penalty: 805.878357
	Iteration 0F: 3 clusters Score -370591.1 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -372570.937500 Penalty: 805.878357
	Iteration 1F: 3 clusters Score -372570.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -372879.031250 Penalty: 805.878357
	Iteration 2F: 3 clusters Score -372879 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -373160.000000 Penalty: 805.878357
	Iteration 3F: 3 clusters Score -373160 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -373367.593750 Penalty: 805.878357
	Iteration 4F: 3 clusters Score -373367.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -373549.156250 Penalty: 805.878357
	Iteration 5Q: 3 clusters Score -373549.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -373703.406250 Penalty: 805.878357
	Iteration 6Q: 3 clusters Score -373703.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -373830.312500 Penalty: 805.878357
	Iteration 7Q: 3 clusters Score -373830.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -373926.656250 Penalty: 805.878357
	Iteration 8Q: 3 clusters Score -373926.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -373990.062500 Penalty: 805.878357
	Iteration 9Q: 3 clusters Score -373990.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -374041.843750 Penalty: 805.878357
	Iteration 10Q: 3 clusters Score -374041.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -374080.156250 Penalty: 805.878357
	Iteration 11Q: 3 clusters Score -374080.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -374110.312500 Penalty: 805.878357
	Iteration 12Q: 3 clusters Score -374110.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -374146.312500 Penalty: 805.878357
	Iteration 13Q: 3 clusters Score -374146.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -374187.156250 Penalty: 805.878357
	Iteration 14Q: 3 clusters Score -374187.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -374229.687500 Penalty: 805.878357
	Iteration 15Q: 3 clusters Score -374229.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -374288.531250 Penalty: 805.878357
	Iteration 16Q: 3 clusters Score -374288.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -374347.750000 Penalty: 805.878357
	Iteration 17Q: 3 clusters Score -374347.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -374406.593750 Penalty: 805.878357
	Iteration 18Q: 3 clusters Score -374406.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -374460.562500 Penalty: 805.878357
	Iteration 19Q: 3 clusters Score -374460.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -374507.500000 Penalty: 805.878357
	Iteration 20F: 3 clusters Score -374507.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -374559.906250 Penalty: 805.878357
	Iteration 21Q: 3 clusters Score -374559.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -374605.593750 Penalty: 805.878357
	Iteration 22Q: 3 clusters Score -374605.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -374655.781250 Penalty: 805.878357
	Iteration 23Q: 3 clusters Score -374655.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -374706.906250 Penalty: 805.878357
	Iteration 24Q: 3 clusters Score -374706.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -374744.000000 Penalty: 805.878357
	Iteration 25Q: 3 clusters Score -374744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -374776.625000 Penalty: 805.878357
	Iteration 26Q: 3 clusters Score -374776.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -374807.625000 Penalty: 805.878357
	Iteration 27Q: 3 clusters Score -374807.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -374831.937500 Penalty: 805.878357
	Iteration 28Q: 3 clusters Score -374831.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -374850.937500 Penalty: 805.878357
	Iteration 29Q: 3 clusters Score -374850.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -374873.843750 Penalty: 805.878357
	Iteration 30Q: 3 clusters Score -374873.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -374895.781250 Penalty: 805.878357
	Iteration 31Q: 3 clusters Score -374895.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -374919.500000 Penalty: 805.878357
	Iteration 32Q: 3 clusters Score -374919.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -374950.375000 Penalty: 805.878357
	Iteration 33Q: 3 clusters Score -374950.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -374974.500000 Penalty: 805.878357
	Iteration 34Q: 3 clusters Score -374974.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -374992.843750 Penalty: 805.878357
	Iteration 35Q: 3 clusters Score -374992.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -375003.031250 Penalty: 805.878357
	Iteration 36Q: 3 clusters Score -375003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -375011.531250 Penalty: 805.878357
	Iteration 37Q: 3 clusters Score -375011.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -375017.000000 Penalty: 805.878357
	Iteration 38Q: 3 clusters Score -375017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -375020.781250 Penalty: 805.878357
	Iteration 39Q: 3 clusters Score -375020.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -375024.031250 Penalty: 805.878357
	Iteration 40F: 3 clusters Score -375024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -375026.593750 Penalty: 805.878357
	Iteration 41Q: 3 clusters Score -375026.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -375033.187500 Penalty: 805.878357
	Iteration 42Q: 3 clusters Score -375033.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -375038.843750 Penalty: 805.878357
	Iteration 43Q: 3 clusters Score -375038.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -375041.218750 Penalty: 805.878357
	Iteration 44Q: 3 clusters Score -375041.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -375043.906250 Penalty: 805.878357
	Iteration 45Q: 3 clusters Score -375043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -375046.312500 Penalty: 805.878357
	Iteration 46Q: 3 clusters Score -375046.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -375048.062500 Penalty: 805.878357
	Iteration 47Q: 3 clusters Score -375048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -375050.281250 Penalty: 805.878357
	Iteration 48Q: 3 clusters Score -375050.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -375052.375000 Penalty: 805.878357
	Iteration 49Q: 3 clusters Score -375052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -375057.468750 Penalty: 805.878357
	Iteration 50Q: 3 clusters Score -375057.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -375058.687500 Penalty: 805.878357
	Iteration 51Q: 3 clusters Score -375058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -375059.250000 Penalty: 805.878357
	Iteration 52Q: 3 clusters Score -375059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -375060.343750 Penalty: 805.878357
	Iteration 53Q: 3 clusters Score -375060.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -375061.093750 Penalty: 805.878357
	Iteration 54Q: 3 clusters Score -375061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -375062.062500 Penalty: 805.878357
	Iteration 55Q: 3 clusters Score -375062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -375062.500000 Penalty: 805.878357
	Iteration 56Q: 3 clusters Score -375062.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -375063.687500 Penalty: 805.878357
	Iteration 57Q: 3 clusters Score -375063.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -375065.437500 Penalty: 805.878357
	Iteration 58Q: 3 clusters Score -375065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -375065.062500 Penalty: 805.878357
	Iteration 59Q: 3 clusters Score -375065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -375065.250000 Penalty: 805.878357
	Iteration 60F: 3 clusters Score -375065.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -375065.312500 Penalty: 805.878357
	Iteration 61Q: 3 clusters Score -375065.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -375065.312500 Penalty: 805.878357
	Iteration 62F: 3 clusters Score -375065.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (102072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102072 members 
Entering Unmasked Estep 
Score: -5876079.500000 Penalty: 524.771240
	Iteration 0F: 2 clusters Score -5876080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -5811686.500000 Penalty: 1049.542480
	Iteration 0F: 3 clusters Score -5811686 nChanged 49890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -5841997.000000 Penalty: 1049.542480
	Iteration 1F: 3 clusters Score -5841997 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -5844604.500000 Penalty: 1049.542480
	Iteration 2F: 3 clusters Score -5844604 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -5848732.500000 Penalty: 1049.542480
	Iteration 3F: 3 clusters Score -5848732 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -5854010.500000 Penalty: 1049.542480
	Iteration 4F: 3 clusters Score -5854010 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -5859171.000000 Penalty: 1049.542480
	Iteration 5F: 3 clusters Score -5859171 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85071 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -5862935.500000 Penalty: 1049.542480
	Iteration 6F: 3 clusters Score -5862936 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -5865249.000000 Penalty: 1049.542480
	Iteration 7Q: 3 clusters Score -5865249 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -5866331.000000 Penalty: 1049.542480
	Iteration 8Q: 3 clusters Score -5866331 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -5866944.000000 Penalty: 1049.542480
	Iteration 9Q: 3 clusters Score -5866944 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -5867315.500000 Penalty: 1049.542480
	Iteration 10Q: 3 clusters Score -5867316 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -5867692.000000 Penalty: 1049.542480
	Iteration 11Q: 3 clusters Score -5867692 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92336 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -5868073.500000 Penalty: 1049.542480
	Iteration 12Q: 3 clusters Score -5868074 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -5868485.000000 Penalty: 1049.542480
	Iteration 13Q: 3 clusters Score -5868485 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94046 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -5869061.000000 Penalty: 1049.542480
	Iteration 14Q: 3 clusters Score -5869061 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -5869510.500000 Penalty: 1049.542480
	Iteration 15Q: 3 clusters Score -5869510 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95628 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -5869989.500000 Penalty: 1049.542480
	Iteration 16Q: 3 clusters Score -5869990 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96338 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -5870534.500000 Penalty: 1049.542480
	Iteration 17Q: 3 clusters Score -5870534 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96998 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -5871069.500000 Penalty: 1049.542480
	Iteration 18Q: 3 clusters Score -5871070 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97599 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -5871510.500000 Penalty: 1049.542480
	Iteration 19Q: 3 clusters Score -5871510 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98146 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5872019.500000 Penalty: 1049.542480
	Iteration 20F: 3 clusters Score -5872020 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98639 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -5872500.500000 Penalty: 1049.542480
	Iteration 21Q: 3 clusters Score -5872500 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99098 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5872950.500000 Penalty: 1049.542480
	Iteration 22Q: 3 clusters Score -5872950 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99514 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5873421.000000 Penalty: 1049.542480
	Iteration 23Q: 3 clusters Score -5873421 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99867 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5873769.500000 Penalty: 1049.542480
	Iteration 24Q: 3 clusters Score -5873770 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100189 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5874053.000000 Penalty: 1049.542480
	Iteration 25Q: 3 clusters Score -5874053 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100448 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5874298.500000 Penalty: 1049.542480
	Iteration 26Q: 3 clusters Score -5874298 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100667 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5874475.000000 Penalty: 1049.542480
	Iteration 27Q: 3 clusters Score -5874475 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5874642.000000 Penalty: 1049.542480
	Iteration 28Q: 3 clusters Score -5874642 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101001 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5874805.000000 Penalty: 1049.542480
	Iteration 29Q: 3 clusters Score -5874805 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5874941.000000 Penalty: 1049.542480
	Iteration 30Q: 3 clusters Score -5874941 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101245 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5875072.500000 Penalty: 1049.542480
	Iteration 31Q: 3 clusters Score -5875072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101351 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5875187.000000 Penalty: 1049.542480
	Iteration 32Q: 3 clusters Score -5875187 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101413 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5875247.000000 Penalty: 1049.542480
	Iteration 33Q: 3 clusters Score -5875247 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101458 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5875297.000000 Penalty: 1049.542480
	Iteration 34Q: 3 clusters Score -5875297 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5875353.500000 Penalty: 1049.542480
	Iteration 35Q: 3 clusters Score -5875354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101530 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5875384.500000 Penalty: 1049.542480
	Iteration 36Q: 3 clusters Score -5875384 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101557 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5875418.500000 Penalty: 1049.542480
	Iteration 37Q: 3 clusters Score -5875418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101587 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5875454.000000 Penalty: 1049.542480
	Iteration 38Q: 3 clusters Score -5875454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5875474.500000 Penalty: 1049.542480
	Iteration 39Q: 3 clusters Score -5875474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5875494.500000 Penalty: 1049.542480
	Iteration 40F: 3 clusters Score -5875494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101657 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5875522.000000 Penalty: 1049.542480
	Iteration 41Q: 3 clusters Score -5875522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101678 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5875545.000000 Penalty: 1049.542480
	Iteration 42Q: 3 clusters Score -5875545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101694 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5875567.500000 Penalty: 1049.542480
	Iteration 43Q: 3 clusters Score -5875568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101707 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5875588.500000 Penalty: 1049.542480
	Iteration 44Q: 3 clusters Score -5875588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101716 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5875593.000000 Penalty: 1049.542480
	Iteration 45Q: 3 clusters Score -5875593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5875609.000000 Penalty: 1049.542480
	Iteration 46Q: 3 clusters Score -5875609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101739 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5875618.000000 Penalty: 1049.542480
	Iteration 47Q: 3 clusters Score -5875618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101745 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5875625.000000 Penalty: 1049.542480
	Iteration 48Q: 3 clusters Score -5875625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5875630.500000 Penalty: 1049.542480
	Iteration 49Q: 3 clusters Score -5875630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5875635.000000 Penalty: 1049.542480
	Iteration 50Q: 3 clusters Score -5875635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5875641.500000 Penalty: 1049.542480
	Iteration 51Q: 3 clusters Score -5875642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101759 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5875653.000000 Penalty: 1049.542480
	Iteration 52Q: 3 clusters Score -5875653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101761 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5875655.000000 Penalty: 1049.542480
	Iteration 53Q: 3 clusters Score -5875655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5875659.000000 Penalty: 1049.542480
	Iteration 54Q: 3 clusters Score -5875659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101765 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5875663.500000 Penalty: 1049.542480
	Iteration 55Q: 3 clusters Score -5875664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5875662.500000 Penalty: 1049.542480
	Iteration 56Q: 3 clusters Score -5875662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101766 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5875664.000000 Penalty: 1049.542480
	Iteration 57Q: 3 clusters Score -5875664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101766 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5875671.500000 Penalty: 1049.542480
	Iteration 58Q: 3 clusters Score -5875672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5875665.500000 Penalty: 1049.542480
	Iteration 59Q: 3 clusters Score -5875666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5875668.500000 Penalty: 1049.542480
	Iteration 60F: 3 clusters Score -5875668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5875670.500000 Penalty: 1049.542480
	Iteration 61Q: 3 clusters Score -5875670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101770 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5875665.000000 Penalty: 1049.542480
	Iteration 62Q: 3 clusters Score -5875665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101771 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5875666.500000 Penalty: 1049.542480
	Iteration 63Q: 3 clusters Score -5875666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101771 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5875666.000000 Penalty: 1049.542480
	Iteration 64Q: 3 clusters Score -5875666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101771 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5875667.500000 Penalty: 1049.542480
	Iteration 65Q: 3 clusters Score -5875668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101771 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5875667.500000 Penalty: 1049.542480
	Iteration 66F: 3 clusters Score -5875668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -5713.367188 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -5713.367 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 68 members 
Entering Unmasked Estep 
Score: -5463.570801 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -5463.571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5520.351074 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -5520.351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5540.837402 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -5540.837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5554.193359 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -5554.193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5563.505371 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -5563.505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5566.161621 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -5566.162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5566.161621 Penalty: 455.967834
	Iteration 6F: 3 clusters Score -5566.162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -23874.173828 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -23874.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23437.476562 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -23437.48 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23611.279297 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -23611.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23652.732422 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -23652.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23676.578125 Penalty: 554.720032
	Iteration 3Q: 3 clusters Score -23676.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23719.298828 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -23719.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23767.373047 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -23767.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23807.531250 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -23807.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23820.230469 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -23820.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23827.937500 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -23827.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23835.062500 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -23835.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23836.574219 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -23836.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23836.574219 Penalty: 554.720032
	Iteration 11F: 3 clusters Score -23836.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -14472.181641 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -14472.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14150.230469 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -14150.23 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14253.783203 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -14253.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14273.189453 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -14273.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14291.443359 Penalty: 508.098145
	Iteration 3Q: 3 clusters Score -14291.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14306.471680 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -14306.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14314.905273 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -14314.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14323.715820 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -14323.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14338.858398 Penalty: 508.098145
	Iteration 7Q: 3 clusters Score -14338.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14356.643555 Penalty: 508.098145
	Iteration 8Q: 3 clusters Score -14356.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14363.902344 Penalty: 508.098145
	Iteration 9Q: 3 clusters Score -14363.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14371.727539 Penalty: 508.098145
	Iteration 10Q: 3 clusters Score -14371.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14384.887695 Penalty: 508.098145
	Iteration 11Q: 3 clusters Score -14384.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14416.306641 Penalty: 508.098145
	Iteration 12Q: 3 clusters Score -14416.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14447.965820 Penalty: 508.098145
	Iteration 13Q: 3 clusters Score -14447.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14468.655273 Penalty: 508.098145
	Iteration 14Q: 3 clusters Score -14468.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14471.161133 Penalty: 508.098145
	Iteration 15Q: 3 clusters Score -14471.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14472.098633 Penalty: 508.098145
	Iteration 16Q: 3 clusters Score -14472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14474.786133 Penalty: 508.098145
	Iteration 17Q: 3 clusters Score -14474.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14478.959961 Penalty: 508.098145
	Iteration 18Q: 3 clusters Score -14478.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14486.741211 Penalty: 508.098145
	Iteration 19Q: 3 clusters Score -14486.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14510.407227 Penalty: 508.098145
	Iteration 20F: 3 clusters Score -14510.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14515.503906 Penalty: 508.098145
	Iteration 21Q: 3 clusters Score -14515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14516.094727 Penalty: 508.098145
	Iteration 22Q: 3 clusters Score -14516.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14516.580078 Penalty: 508.098145
	Iteration 23Q: 3 clusters Score -14516.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14518.603516 Penalty: 508.098145
	Iteration 24Q: 3 clusters Score -14518.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14518.864258 Penalty: 508.098145
	Iteration 25Q: 3 clusters Score -14518.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14518.864258 Penalty: 508.098145
	Iteration 26F: 3 clusters Score -14518.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 86 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 109 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4844 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 113 members 
Mstep: Class 46 contains 422 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 490 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 100 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 157 members 
Entering Unmasked Estep 
Score: -10140894.000000 Penalty: 35374.863281
Splitting cluster 27 changes total score from -10141145.000000 to -10140894.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -53579.136719 Penalty: 316.305634
	Iteration 0F: 2 clusters Score -53579.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -52735.433594 Penalty: 632.611267
	Iteration 0F: 3 clusters Score -52735.43 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -53100.371094 Penalty: 632.611267
	Iteration 1F: 3 clusters Score -53100.37 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -53246.250000 Penalty: 632.611267
	Iteration 2F: 3 clusters Score -53246.25 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -53340.554688 Penalty: 632.611267
	Iteration 3F: 3 clusters Score -53340.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -53404.003906 Penalty: 632.611267
	Iteration 4F: 3 clusters Score -53404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -53429.886719 Penalty: 632.611267
	Iteration 5Q: 3 clusters Score -53429.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -53440.085938 Penalty: 632.611267
	Iteration 6Q: 3 clusters Score -53440.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -53447.375000 Penalty: 632.611267
	Iteration 7Q: 3 clusters Score -53447.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -53456.921875 Penalty: 632.611267
	Iteration 8Q: 3 clusters Score -53456.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -53459.855469 Penalty: 632.611267
	Iteration 9Q: 3 clusters Score -53459.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -53460.125000 Penalty: 632.611267
	Iteration 10Q: 3 clusters Score -53460.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -53460.382812 Penalty: 632.611267
	Iteration 11Q: 3 clusters Score -53460.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -53460.550781 Penalty: 632.611267
	Iteration 12Q: 3 clusters Score -53460.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -53460.839844 Penalty: 632.611267
	Iteration 13Q: 3 clusters Score -53460.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53460.957031 Penalty: 632.611267
	Iteration 14Q: 3 clusters Score -53460.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53460.957031 Penalty: 632.611267
	Iteration 15F: 3 clusters Score -53460.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -4254.818848 Penalty: 200.505722
	Iteration 0F: 2 clusters Score -4254.819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4051.024170 Penalty: 401.011444
	Iteration 0F: 3 clusters Score -4051.024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4109.778320 Penalty: 401.011444
	Iteration 1F: 3 clusters Score -4109.778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4144.370605 Penalty: 401.011444
	Iteration 2F: 3 clusters Score -4144.371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4158.236328 Penalty: 401.011444
	Iteration 3Q: 3 clusters Score -4158.236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4160.810059 Penalty: 401.011444
	Iteration 4Q: 3 clusters Score -4160.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4160.810059 Penalty: 401.011444
	Iteration 5F: 3 clusters Score -4160.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Entering Unmasked Estep 
Score: -69925.765625 Penalty: 326.693176
	Iteration 0F: 2 clusters Score -69925.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -68903.000000 Penalty: 653.386353
	Iteration 0F: 3 clusters Score -68903 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -69201.570312 Penalty: 653.386353
	Iteration 1F: 3 clusters Score -69201.57 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -69233.734375 Penalty: 653.386353
	Iteration 2F: 3 clusters Score -69233.73 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -69272.742188 Penalty: 653.386353
	Iteration 3F: 3 clusters Score -69272.74 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -69304.062500 Penalty: 653.386353
	Iteration 4Q: 3 clusters Score -69304.06 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -69333.421875 Penalty: 653.386353
	Iteration 5Q: 3 clusters Score -69333.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -69368.203125 Penalty: 653.386353
	Iteration 6Q: 3 clusters Score -69368.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -69400.140625 Penalty: 653.386353
	Iteration 7Q: 3 clusters Score -69400.14 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -69437.023438 Penalty: 653.386353
	Iteration 8Q: 3 clusters Score -69437.02 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -69499.648438 Penalty: 653.386353
	Iteration 9Q: 3 clusters Score -69499.65 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -69590.203125 Penalty: 653.386353
	Iteration 10F: 3 clusters Score -69590.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -69661.390625 Penalty: 653.386353
	Iteration 11Q: 3 clusters Score -69661.39 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -69711.007812 Penalty: 653.386353
	Iteration 12Q: 3 clusters Score -69711.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -69734.539062 Penalty: 653.386353
	Iteration 13Q: 3 clusters Score -69734.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -69742.890625 Penalty: 653.386353
	Iteration 14Q: 3 clusters Score -69742.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -69753.179688 Penalty: 653.386353
	Iteration 15Q: 3 clusters Score -69753.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -69767.554688 Penalty: 653.386353
	Iteration 16Q: 3 clusters Score -69767.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -69772.367188 Penalty: 653.386353
	Iteration 17Q: 3 clusters Score -69772.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -69774.546875 Penalty: 653.386353
	Iteration 18Q: 3 clusters Score -69774.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -69775.070312 Penalty: 653.386353
	Iteration 19Q: 3 clusters Score -69775.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -69776.164062 Penalty: 653.386353
	Iteration 20F: 3 clusters Score -69776.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -8358.638672 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -8358.639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7999.808594 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -7999.809 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8085.886230 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -8085.886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8120.715820 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -8120.716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8140.634766 Penalty: 517.205750
	Iteration 3F: 3 clusters Score -8140.635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8158.413574 Penalty: 517.205750
	Iteration 4F: 3 clusters Score -8158.414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8162.657227 Penalty: 517.205750
	Iteration 5Q: 3 clusters Score -8162.657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8166.331543 Penalty: 517.205750
	Iteration 6Q: 3 clusters Score -8166.332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8171.032227 Penalty: 517.205750
	Iteration 7Q: 3 clusters Score -8171.032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8171.860840 Penalty: 517.205750
	Iteration 8Q: 3 clusters Score -8171.861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8171.860840 Penalty: 517.205750
	Iteration 9F: 3 clusters Score -8171.861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Entering Unmasked Estep 
Score: -586388.250000 Penalty: 420.162933
	Iteration 0F: 2 clusters Score -586388.2 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 5166 members 
Entering Unmasked Estep 
Score: -579439.562500 Penalty: 840.325867
	Iteration 0F: 3 clusters Score -579439.6 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -582234.250000 Penalty: 840.325867
	Iteration 1F: 3 clusters Score -582234.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -582636.937500 Penalty: 840.325867
	Iteration 2F: 3 clusters Score -582636.9 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -583198.000000 Penalty: 840.325867
	Iteration 3F: 3 clusters Score -583198 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -583925.750000 Penalty: 840.325867
	Iteration 4F: 3 clusters Score -583925.8 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -584821.625000 Penalty: 840.325867
	Iteration 5F: 3 clusters Score -584821.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -585606.187500 Penalty: 840.325867
	Iteration 6F: 3 clusters Score -585606.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -586012.250000 Penalty: 840.325867
	Iteration 7Q: 3 clusters Score -586012.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -586156.312500 Penalty: 840.325867
	Iteration 8Q: 3 clusters Score -586156.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -586211.250000 Penalty: 840.325867
	Iteration 9Q: 3 clusters Score -586211.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -586232.375000 Penalty: 840.325867
	Iteration 10Q: 3 clusters Score -586232.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -586250.312500 Penalty: 840.325867
	Iteration 11Q: 3 clusters Score -586250.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -586258.437500 Penalty: 840.325867
	Iteration 12Q: 3 clusters Score -586258.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -586264.562500 Penalty: 840.325867
	Iteration 13Q: 3 clusters Score -586264.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -586266.562500 Penalty: 840.325867
	Iteration 14Q: 3 clusters Score -586266.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -586267.812500 Penalty: 840.325867
	Iteration 15Q: 3 clusters Score -586267.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -586268.625000 Penalty: 840.325867
	Iteration 16Q: 3 clusters Score -586268.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -586269.312500 Penalty: 840.325867
	Iteration 17Q: 3 clusters Score -586269.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -586271.562500 Penalty: 840.325867
	Iteration 18Q: 3 clusters Score -586271.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -586272.312500 Penalty: 840.325867
	Iteration 19Q: 3 clusters Score -586272.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -586274.750000 Penalty: 840.325867
	Iteration 20F: 3 clusters Score -586274.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -586276.125000 Penalty: 840.325867
	Iteration 21Q: 3 clusters Score -586276.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -586280.625000 Penalty: 840.325867
	Iteration 22Q: 3 clusters Score -586280.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -586283.375000 Penalty: 840.325867
	Iteration 23Q: 3 clusters Score -586283.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -586285.937500 Penalty: 840.325867
	Iteration 24Q: 3 clusters Score -586285.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -586288.375000 Penalty: 840.325867
	Iteration 25Q: 3 clusters Score -586288.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -586291.687500 Penalty: 840.325867
	Iteration 26Q: 3 clusters Score -586291.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -586295.000000 Penalty: 840.325867
	Iteration 27Q: 3 clusters Score -586295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -586298.062500 Penalty: 840.325867
	Iteration 28Q: 3 clusters Score -586298.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -586299.937500 Penalty: 840.325867
	Iteration 29Q: 3 clusters Score -586299.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -586302.062500 Penalty: 840.325867
	Iteration 30Q: 3 clusters Score -586302.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -586303.750000 Penalty: 840.325867
	Iteration 31Q: 3 clusters Score -586303.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -586305.562500 Penalty: 840.325867
	Iteration 32Q: 3 clusters Score -586305.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -586305.625000 Penalty: 840.325867
	Iteration 33Q: 3 clusters Score -586305.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -586306.937500 Penalty: 840.325867
	Iteration 34Q: 3 clusters Score -586306.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -586308.875000 Penalty: 840.325867
	Iteration 35Q: 3 clusters Score -586308.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -586313.062500 Penalty: 840.325867
	Iteration 36Q: 3 clusters Score -586313.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -586319.500000 Penalty: 840.325867
	Iteration 37Q: 3 clusters Score -586319.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -586322.000000 Penalty: 840.325867
	Iteration 38Q: 3 clusters Score -586322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -586325.750000 Penalty: 840.325867
	Iteration 39Q: 3 clusters Score -586325.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -586328.812500 Penalty: 840.325867
	Iteration 40F: 3 clusters Score -586328.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -586332.250000 Penalty: 840.325867
	Iteration 41Q: 3 clusters Score -586332.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -586333.250000 Penalty: 840.325867
	Iteration 42Q: 3 clusters Score -586333.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -586335.562500 Penalty: 840.325867
	Iteration 43Q: 3 clusters Score -586335.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -586337.312500 Penalty: 840.325867
	Iteration 44Q: 3 clusters Score -586337.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -586336.000000 Penalty: 840.325867
	Iteration 45Q: 3 clusters Score -586336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -586336.625000 Penalty: 840.325867
	Iteration 46Q: 3 clusters Score -586336.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -586337.437500 Penalty: 840.325867
	Iteration 47Q: 3 clusters Score -586337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -586338.000000 Penalty: 840.325867
	Iteration 48Q: 3 clusters Score -586338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -586337.062500 Penalty: 840.325867
	Iteration 49Q: 3 clusters Score -586337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -586338.687500 Penalty: 840.325867
	Iteration 50Q: 3 clusters Score -586338.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -586339.562500 Penalty: 840.325867
	Iteration 51Q: 3 clusters Score -586339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -586339.125000 Penalty: 840.325867
	Iteration 52Q: 3 clusters Score -586339.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -586339.250000 Penalty: 840.325867
	Iteration 53Q: 3 clusters Score -586339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -586339.125000 Penalty: 840.325867
	Iteration 54Q: 3 clusters Score -586339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -586338.500000 Penalty: 840.325867
	Iteration 55Q: 3 clusters Score -586338.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -586340.250000 Penalty: 840.325867
	Iteration 56Q: 3 clusters Score -586340.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -586340.750000 Penalty: 840.325867
	Iteration 57Q: 3 clusters Score -586340.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -586340.437500 Penalty: 840.325867
	Iteration 58Q: 3 clusters Score -586340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -586339.687500 Penalty: 840.325867
	Iteration 59Q: 3 clusters Score -586339.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -586340.250000 Penalty: 840.325867
	Iteration 60F: 3 clusters Score -586340.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -5615.163086 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -5615.163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5396.873535 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -5396.874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5477.907715 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -5477.908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5498.308594 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -5498.309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5507.443359 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -5507.443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5513.985352 Penalty: 434.132324
	Iteration 4Q: 3 clusters Score -5513.985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5517.910156 Penalty: 434.132324
	Iteration 5Q: 3 clusters Score -5517.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5517.910156 Penalty: 434.132324
	Iteration 6F: 3 clusters Score -5517.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -11389.758789 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -11389.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11025.443359 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -11025.44 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11160.585938 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -11160.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11190.145508 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -11190.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11204.181641 Penalty: 524.346680
	Iteration 3Q: 3 clusters Score -11204.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11221.331055 Penalty: 524.346680
	Iteration 4Q: 3 clusters Score -11221.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11230.998047 Penalty: 524.346680
	Iteration 5Q: 3 clusters Score -11231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11239.035156 Penalty: 524.346680
	Iteration 6Q: 3 clusters Score -11239.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11244.434570 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -11244.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11251.839844 Penalty: 524.346680
	Iteration 8Q: 3 clusters Score -11251.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11270.972656 Penalty: 524.346680
	Iteration 9Q: 3 clusters Score -11270.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11296.136719 Penalty: 524.346680
	Iteration 10Q: 3 clusters Score -11296.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11307.146484 Penalty: 524.346680
	Iteration 11Q: 3 clusters Score -11307.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11308.409180 Penalty: 524.346680
	Iteration 12Q: 3 clusters Score -11308.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11308.674805 Penalty: 524.346680
	Iteration 13Q: 3 clusters Score -11308.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11308.674805 Penalty: 524.346680
	Iteration 14F: 3 clusters Score -11308.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2320.333008 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2320.333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2179.854980 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2179.855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2204.470703 Penalty: 354.155670
	Iteration 1F: 3 clusters Score -2204.471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2219.484375 Penalty: 354.155670
	Iteration 2Q: 3 clusters Score -2219.484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2219.484375 Penalty: 354.155670
	Iteration 3F: 3 clusters Score -2219.484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -4383.074707 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -4383.075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4190.309570 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -4190.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4217.421875 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -4217.422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4229.636719 Penalty: 395.286285
	Iteration 2Q: 3 clusters Score -4229.637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4239.291016 Penalty: 395.286285
	Iteration 3Q: 3 clusters Score -4239.291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4244.425293 Penalty: 395.286285
	Iteration 4Q: 3 clusters Score -4244.425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4244.425293 Penalty: 395.286285
	Iteration 5F: 3 clusters Score -4244.425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (71 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Entering Unmasked Estep 
Score: -3772.653564 Penalty: 193.951935
	Iteration 0F: 2 clusters Score -3772.654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3625.397949 Penalty: 387.903870
	Iteration 0F: 3 clusters Score -3625.398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3641.248047 Penalty: 387.903870
	Iteration 1F: 3 clusters Score -3641.248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -2086.487549 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -2086.488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1859.080200 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -1859.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1915.123535 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -1915.124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1945.042358 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -1945.042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1975.410889 Penalty: 442.945648
	Iteration 3F: 3 clusters Score -1975.411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1994.146118 Penalty: 442.945648
	Iteration 4F: 3 clusters Score -1994.146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1999.503784 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -1999.504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1999.503784 Penalty: 442.945648
	Iteration 6F: 3 clusters Score -1999.504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -8142.321777 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -8142.322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7875.479980 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -7875.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7939.407715 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -7939.408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7966.156250 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -7966.156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7979.659668 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -7979.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7985.380859 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -7985.381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7989.724609 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -7989.725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7995.483398 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -7995.483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7999.758789 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -7999.759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8004.143555 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -8004.144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8004.143555 Penalty: 471.542328
	Iteration 9F: 3 clusters Score -8004.144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3585.725586 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3585.726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3424.638184 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3424.638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3465.931885 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3465.932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3484.422852 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -3484.423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3499.232666 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3499.233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3499.232666 Penalty: 389.176636
	Iteration 4F: 3 clusters Score -3499.233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -255267.312500 Penalty: 386.090088
	Iteration 0F: 2 clusters Score -255267.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -251933.625000 Penalty: 772.180176
	Iteration 0F: 3 clusters Score -251933.6 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -253356.859375 Penalty: 772.180176
	Iteration 1F: 3 clusters Score -253356.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -253603.078125 Penalty: 772.180176
	Iteration 2F: 3 clusters Score -253603.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -253781.203125 Penalty: 772.180176
	Iteration 3F: 3 clusters Score -253781.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -253899.765625 Penalty: 772.180176
	Iteration 4F: 3 clusters Score -253899.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -254002.265625 Penalty: 772.180176
	Iteration 5Q: 3 clusters Score -254002.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -254087.359375 Penalty: 772.180176
	Iteration 6Q: 3 clusters Score -254087.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -254158.046875 Penalty: 772.180176
	Iteration 7Q: 3 clusters Score -254158 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -254223.265625 Penalty: 772.180176
	Iteration 8Q: 3 clusters Score -254223.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -254286.828125 Penalty: 772.180176
	Iteration 9Q: 3 clusters Score -254286.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -254333.906250 Penalty: 772.180176
	Iteration 10Q: 3 clusters Score -254333.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -254376.359375 Penalty: 772.180176
	Iteration 11Q: 3 clusters Score -254376.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -254415.187500 Penalty: 772.180176
	Iteration 12Q: 3 clusters Score -254415.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -254456.750000 Penalty: 772.180176
	Iteration 13Q: 3 clusters Score -254456.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -254495.109375 Penalty: 772.180176
	Iteration 14Q: 3 clusters Score -254495.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -254526.687500 Penalty: 772.180176
	Iteration 15Q: 3 clusters Score -254526.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -254561.765625 Penalty: 772.180176
	Iteration 16Q: 3 clusters Score -254561.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -254604.953125 Penalty: 772.180176
	Iteration 17Q: 3 clusters Score -254605 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -254642.781250 Penalty: 772.180176
	Iteration 18Q: 3 clusters Score -254642.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -254686.671875 Penalty: 772.180176
	Iteration 19Q: 3 clusters Score -254686.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -254736.875000 Penalty: 772.180176
	Iteration 20F: 3 clusters Score -254736.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -254789.968750 Penalty: 772.180176
	Iteration 21Q: 3 clusters Score -254790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -254835.765625 Penalty: 772.180176
	Iteration 22Q: 3 clusters Score -254835.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -254885.109375 Penalty: 772.180176
	Iteration 23Q: 3 clusters Score -254885.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -254922.578125 Penalty: 772.180176
	Iteration 24Q: 3 clusters Score -254922.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -254948.578125 Penalty: 772.180176
	Iteration 25Q: 3 clusters Score -254948.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -254977.609375 Penalty: 772.180176
	Iteration 26Q: 3 clusters Score -254977.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -255002.687500 Penalty: 772.180176
	Iteration 27Q: 3 clusters Score -255002.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -255023.421875 Penalty: 772.180176
	Iteration 28Q: 3 clusters Score -255023.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -255053.796875 Penalty: 772.180176
	Iteration 29Q: 3 clusters Score -255053.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -255080.062500 Penalty: 772.180176
	Iteration 30Q: 3 clusters Score -255080.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -255099.578125 Penalty: 772.180176
	Iteration 31Q: 3 clusters Score -255099.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -255114.531250 Penalty: 772.180176
	Iteration 32Q: 3 clusters Score -255114.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -255130.828125 Penalty: 772.180176
	Iteration 33Q: 3 clusters Score -255130.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -255148.218750 Penalty: 772.180176
	Iteration 34Q: 3 clusters Score -255148.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -255167.140625 Penalty: 772.180176
	Iteration 35Q: 3 clusters Score -255167.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -255176.078125 Penalty: 772.180176
	Iteration 36Q: 3 clusters Score -255176.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -255181.453125 Penalty: 772.180176
	Iteration 37Q: 3 clusters Score -255181.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -255188.218750 Penalty: 772.180176
	Iteration 38Q: 3 clusters Score -255188.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -255192.500000 Penalty: 772.180176
	Iteration 39Q: 3 clusters Score -255192.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -255195.734375 Penalty: 772.180176
	Iteration 40F: 3 clusters Score -255195.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -255199.937500 Penalty: 772.180176
	Iteration 41Q: 3 clusters Score -255199.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -255203.281250 Penalty: 772.180176
	Iteration 42Q: 3 clusters Score -255203.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -255208.265625 Penalty: 772.180176
	Iteration 43Q: 3 clusters Score -255208.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -255212.484375 Penalty: 772.180176
	Iteration 44Q: 3 clusters Score -255212.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -255217.687500 Penalty: 772.180176
	Iteration 45Q: 3 clusters Score -255217.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -255219.062500 Penalty: 772.180176
	Iteration 46Q: 3 clusters Score -255219.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -255220.625000 Penalty: 772.180176
	Iteration 47Q: 3 clusters Score -255220.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -255224.203125 Penalty: 772.180176
	Iteration 48Q: 3 clusters Score -255224.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -255224.812500 Penalty: 772.180176
	Iteration 49Q: 3 clusters Score -255224.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -255226.703125 Penalty: 772.180176
	Iteration 50Q: 3 clusters Score -255226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -255227.562500 Penalty: 772.180176
	Iteration 51Q: 3 clusters Score -255227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -255227.671875 Penalty: 772.180176
	Iteration 52Q: 3 clusters Score -255227.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -255227.671875 Penalty: 772.180176
	Iteration 53F: 3 clusters Score -255227.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -4576.363770 Penalty: 212.613708
	Iteration 0F: 2 clusters Score -4576.364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4365.553223 Penalty: 425.227417
	Iteration 0F: 3 clusters Score -4365.553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4404.107422 Penalty: 425.227417
	Iteration 1F: 3 clusters Score -4404.107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4409.562988 Penalty: 425.227417
	Iteration 2Q: 3 clusters Score -4409.563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4422.641602 Penalty: 425.227417
	Iteration 3F: 3 clusters Score -4422.642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4424.725098 Penalty: 425.227417
	Iteration 4Q: 3 clusters Score -4424.725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4424.725098 Penalty: 425.227417
	Iteration 5F: 3 clusters Score -4424.725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -11653.126953 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -11653.13 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 127 members 
Entering Unmasked Estep 
Score: -11338.055664 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -11338.06 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11422.386719 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -11422.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11462.309570 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -11462.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11480.251953 Penalty: 494.865234
	Iteration 3F: 3 clusters Score -11480.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11488.578125 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -11488.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11489.963867 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -11489.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11492.529297 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -11492.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11493.500000 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -11493.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11493.500000 Penalty: 494.865234
	Iteration 8F: 3 clusters Score -11493.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -117667.664062 Penalty: 350.875458
	Iteration 0F: 2 clusters Score -117667.7 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 1128 members 
Entering Unmasked Estep 
Score: -116068.734375 Penalty: 701.750916
	Iteration 0F: 3 clusters Score -116068.7 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -116656.890625 Penalty: 701.750916
	Iteration 1F: 3 clusters Score -116656.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -116773.890625 Penalty: 701.750916
	Iteration 2F: 3 clusters Score -116773.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -116906.726562 Penalty: 701.750916
	Iteration 3F: 3 clusters Score -116906.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -117015.882812 Penalty: 701.750916
	Iteration 4F: 3 clusters Score -117015.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -117108.875000 Penalty: 701.750916
	Iteration 5F: 3 clusters Score -117108.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -117174.820312 Penalty: 701.750916
	Iteration 6Q: 3 clusters Score -117174.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -117242.640625 Penalty: 701.750916
	Iteration 7Q: 3 clusters Score -117242.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -117296.093750 Penalty: 701.750916
	Iteration 8Q: 3 clusters Score -117296.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -117345.132812 Penalty: 701.750916
	Iteration 9Q: 3 clusters Score -117345.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -117392.671875 Penalty: 701.750916
	Iteration 10Q: 3 clusters Score -117392.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -117437.046875 Penalty: 701.750916
	Iteration 11Q: 3 clusters Score -117437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -117455.671875 Penalty: 701.750916
	Iteration 12Q: 3 clusters Score -117455.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -117469.289062 Penalty: 701.750916
	Iteration 13Q: 3 clusters Score -117469.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -117480.742188 Penalty: 701.750916
	Iteration 14Q: 3 clusters Score -117480.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -117495.328125 Penalty: 701.750916
	Iteration 15Q: 3 clusters Score -117495.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -117514.375000 Penalty: 701.750916
	Iteration 16Q: 3 clusters Score -117514.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -117540.046875 Penalty: 701.750916
	Iteration 17Q: 3 clusters Score -117540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -117562.117188 Penalty: 701.750916
	Iteration 18Q: 3 clusters Score -117562.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -117577.046875 Penalty: 701.750916
	Iteration 19Q: 3 clusters Score -117577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -117581.992188 Penalty: 701.750916
	Iteration 20F: 3 clusters Score -117582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -117587.742188 Penalty: 701.750916
	Iteration 21Q: 3 clusters Score -117587.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -117594.617188 Penalty: 701.750916
	Iteration 22Q: 3 clusters Score -117594.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -117601.234375 Penalty: 701.750916
	Iteration 23Q: 3 clusters Score -117601.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -117614.609375 Penalty: 701.750916
	Iteration 24Q: 3 clusters Score -117614.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -117620.289062 Penalty: 701.750916
	Iteration 25Q: 3 clusters Score -117620.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -117624.460938 Penalty: 701.750916
	Iteration 26Q: 3 clusters Score -117624.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -117627.671875 Penalty: 701.750916
	Iteration 27Q: 3 clusters Score -117627.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -117628.773438 Penalty: 701.750916
	Iteration 28Q: 3 clusters Score -117628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -117630.953125 Penalty: 701.750916
	Iteration 29Q: 3 clusters Score -117631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -117632.421875 Penalty: 701.750916
	Iteration 30Q: 3 clusters Score -117632.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -117637.195312 Penalty: 701.750916
	Iteration 31Q: 3 clusters Score -117637.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -117645.289062 Penalty: 701.750916
	Iteration 32Q: 3 clusters Score -117645.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -117647.414062 Penalty: 701.750916
	Iteration 33Q: 3 clusters Score -117647.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -117648.687500 Penalty: 701.750916
	Iteration 34Q: 3 clusters Score -117648.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -117648.875000 Penalty: 701.750916
	Iteration 35Q: 3 clusters Score -117648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -117648.875000 Penalty: 701.750916
	Iteration 36F: 3 clusters Score -117648.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -6310.190430 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -6310.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6093.904785 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -6093.905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6144.750000 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -6144.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6156.299805 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -6156.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6164.914062 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -6164.914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6171.304688 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -6171.305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6193.475586 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -6193.476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6204.168457 Penalty: 430.192291
	Iteration 6Q: 3 clusters Score -6204.168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6217.691406 Penalty: 430.192291
	Iteration 7Q: 3 clusters Score -6217.691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6247.848633 Penalty: 430.192291
	Iteration 8Q: 3 clusters Score -6247.849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6311.415039 Penalty: 430.192291
	Iteration 9F: 3 clusters Score -6311.415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6384.104004 Penalty: 430.192291
	Iteration 10Q: 3 clusters Score -6384.104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6384.104004 Penalty: 430.192291
	Iteration 11F: 3 clusters Score -6384.104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 86 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4844 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 46 members 
Mstep: Class 46 contains 422 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 490 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 100 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 67 members 
Entering Unmasked Estep 
Score: -10140879.000000 Penalty: 35374.863281
Splitting cluster 45 changes total score from -10141145.000000 to -10140879.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -19552.263672 Penalty: 275.047729
	Iteration 0F: 2 clusters Score -19552.26 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 205 members 
Entering Unmasked Estep 
Score: -19144.205078 Penalty: 550.095459
	Iteration 0F: 3 clusters Score -19144.21 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19311.683594 Penalty: 550.095459
	Iteration 1F: 3 clusters Score -19311.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19353.986328 Penalty: 550.095459
	Iteration 2F: 3 clusters Score -19353.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19372.572266 Penalty: 550.095459
	Iteration 3Q: 3 clusters Score -19372.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19409.679688 Penalty: 550.095459
	Iteration 4Q: 3 clusters Score -19409.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19438.087891 Penalty: 550.095459
	Iteration 5Q: 3 clusters Score -19438.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19451.707031 Penalty: 550.095459
	Iteration 6Q: 3 clusters Score -19451.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19466.226562 Penalty: 550.095459
	Iteration 7Q: 3 clusters Score -19466.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19494.884766 Penalty: 550.095459
	Iteration 8Q: 3 clusters Score -19494.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19509.783203 Penalty: 550.095459
	Iteration 9Q: 3 clusters Score -19509.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19510.490234 Penalty: 550.095459
	Iteration 10Q: 3 clusters Score -19510.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19510.490234 Penalty: 550.095459
	Iteration 11F: 3 clusters Score -19510.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -35474.703125 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -35474.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -34864.835938 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -34864.84 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35035.882812 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -35035.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -35079.023438 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -35079.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -35103.781250 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -35103.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35112.023438 Penalty: 590.517639
	Iteration 4Q: 3 clusters Score -35112.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -35114.632812 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -35114.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35116.210938 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -35116.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -35116.625000 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -35116.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -35117.089844 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -35117.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -35118.085938 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -35118.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35119.425781 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -35119.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35121.746094 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -35121.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -35123.128906 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -35123.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35124.421875 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -35124.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -35126.351562 Penalty: 590.517639
	Iteration 14Q: 3 clusters Score -35126.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35128.027344 Penalty: 590.517639
	Iteration 15Q: 3 clusters Score -35128.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35128.765625 Penalty: 590.517639
	Iteration 16Q: 3 clusters Score -35128.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35128.765625 Penalty: 590.517639
	Iteration 17F: 3 clusters Score -35128.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -20718.837891 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -20718.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20297.312500 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -20297.31 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20416.541016 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -20416.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20466.734375 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -20466.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20485.564453 Penalty: 543.384827
	Iteration 3F: 3 clusters Score -20485.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20499.273438 Penalty: 543.384827
	Iteration 4Q: 3 clusters Score -20499.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20510.304688 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -20510.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20527.447266 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -20527.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20539.679688 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -20539.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20549.902344 Penalty: 543.384827
	Iteration 8Q: 3 clusters Score -20549.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20552.808594 Penalty: 543.384827
	Iteration 9Q: 3 clusters Score -20552.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20559.396484 Penalty: 543.384827
	Iteration 10Q: 3 clusters Score -20559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20567.902344 Penalty: 543.384827
	Iteration 11Q: 3 clusters Score -20567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20576.953125 Penalty: 543.384827
	Iteration 12Q: 3 clusters Score -20576.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20582.978516 Penalty: 543.384827
	Iteration 13Q: 3 clusters Score -20582.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20588.267578 Penalty: 543.384827
	Iteration 14Q: 3 clusters Score -20588.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20592.986328 Penalty: 543.384827
	Iteration 15Q: 3 clusters Score -20592.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20601.349609 Penalty: 543.384827
	Iteration 16Q: 3 clusters Score -20601.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20621.187500 Penalty: 543.384827
	Iteration 17Q: 3 clusters Score -20621.19 nChanged 7
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: -20630.958984 Penalty: 543.384827
	Iteration 18Q: 3 clusters Score -20630.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20631.382812 Penalty: 543.384827
	Iteration 19Q: 3 clusters Score -20631.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20631.382812 Penalty: 543.384827
	Iteration 20F: 3 clusters Score -20631.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5860.652344 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5860.652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5637.624512 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -5637.625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5702.169922 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5702.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5735.859863 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -5735.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5745.729980 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5745.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5748.062012 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5748.062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5751.453125 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -5751.453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5752.874023 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -5752.874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5754.726562 Penalty: 428.567261
	Iteration 7Q: 3 clusters Score -5754.727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5754.726562 Penalty: 428.567261
	Iteration 8F: 3 clusters Score -5754.727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -6454.811523 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -6454.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6162.608887 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -6162.609 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6292.241699 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -6292.242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6323.310059 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -6323.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6357.818848 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -6357.819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6372.206543 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -6372.207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6377.869141 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -6377.869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6377.869141 Penalty: 493.268707
	Iteration 6F: 3 clusters Score -6377.869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -24543.960938 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -24543.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24095.414062 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -24095.41 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24278.267578 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -24278.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24399.802734 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -24399.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24510.552734 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -24510.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24604.216797 Penalty: 555.332825
	Iteration 4F: 3 clusters Score -24604.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24676.365234 Penalty: 555.332825
	Iteration 5F: 3 clusters Score -24676.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24683.677734 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -24683.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24684.931641 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -24684.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24685.642578 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -24685.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24685.642578 Penalty: 555.332825
	Iteration 9F: 3 clusters Score -24685.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 86 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4844 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 113 members 
Mstep: Class 46 contains 422 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 490 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 100 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 194 members 
Entering Unmasked Estep 
Score: -10141010.000000 Penalty: 35374.863281
Splitting cluster 51 changes total score from -10141145.000000 to -10141010.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -33337.261719 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -33337.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -32763.068359 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -32763.07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32939.531250 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -32939.53 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33008.531250 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -33008.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33059.765625 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -33059.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33092.378906 Penalty: 586.126160
	Iteration 4Q: 3 clusters Score -33092.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33115.835938 Penalty: 586.126160
	Iteration 5Q: 3 clusters Score -33115.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33136.484375 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -33136.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33150.992188 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -33150.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33159.074219 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -33159.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33163.808594 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -33163.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33166.945312 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -33166.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33168.203125 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -33168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33168.695312 Penalty: 586.126160
	Iteration 12Q: 3 clusters Score -33168.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33168.695312 Penalty: 586.126160
	Iteration 13F: 3 clusters Score -33168.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -24488.427734 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -24488.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24006.978516 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -24006.98 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24186.640625 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -24186.64 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -24276.380859 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -24276.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24328.876953 Penalty: 563.690918
	Iteration 3F: 3 clusters Score -24328.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -24341.351562 Penalty: 563.690918
	Iteration 4Q: 3 clusters Score -24341.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24350.337891 Penalty: 563.690918
	Iteration 5Q: 3 clusters Score -24350.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24364.269531 Penalty: 563.690918
	Iteration 6Q: 3 clusters Score -24364.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24379.224609 Penalty: 563.690918
	Iteration 7Q: 3 clusters Score -24379.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -24387.337891 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -24387.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24398.117188 Penalty: 563.690918
	Iteration 9Q: 3 clusters Score -24398.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24404.232422 Penalty: 563.690918
	Iteration 10Q: 3 clusters Score -24404.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24407.882812 Penalty: 563.690918
	Iteration 11Q: 3 clusters Score -24407.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24409.951172 Penalty: 563.690918
	Iteration 12Q: 3 clusters Score -24409.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -24411.843750 Penalty: 563.690918
	Iteration 13Q: 3 clusters Score -24411.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24415.259766 Penalty: 563.690918
	Iteration 14Q: 3 clusters Score -24415.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24416.654297 Penalty: 563.690918
	Iteration 15Q: 3 clusters Score -24416.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24421.611328 Penalty: 563.690918
	Iteration 16Q: 3 clusters Score -24421.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -24423.964844 Penalty: 563.690918
	Iteration 17Q: 3 clusters Score -24423.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -24429.828125 Penalty: 563.690918
	Iteration 18Q: 3 clusters Score -24429.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -24431.111328 Penalty: 563.690918
	Iteration 19Q: 3 clusters Score -24431.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -24435.183594 Penalty: 563.690918
	Iteration 20F: 3 clusters Score -24435.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24438.679688 Penalty: 563.690918
	Iteration 21Q: 3 clusters Score -24438.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -24438.939453 Penalty: 563.690918
	Iteration 22Q: 3 clusters Score -24438.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -24438.939453 Penalty: 563.690918
	Iteration 23F: 3 clusters Score -24438.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -16103.542969 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -16103.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15760.254883 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -15760.25 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15868.181641 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -15868.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15906.526367 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -15906.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15932.963867 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -15932.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15977.616211 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -15977.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16020.270508 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -16020.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16039.017578 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -16039.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16057.163086 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -16057.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16062.651367 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -16062.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16065.585938 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -16065.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16065.585938 Penalty: 515.644836
	Iteration 10F: 3 clusters Score -16065.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -9226.969727 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -9226.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8971.968750 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8971.969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9040.551758 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -9040.552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9063.452148 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -9063.452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9072.263672 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -9072.264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9072.788086 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -9072.788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9073.816406 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -9073.816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9073.816406 Penalty: 461.270294
	Iteration 6F: 3 clusters Score -9073.816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -29344.287109 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -29344.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28837.093750 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -28837.09 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28945.201172 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -28945.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28964.367188 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -28964.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28978.189453 Penalty: 568.395691
	Iteration 3Q: 3 clusters Score -28978.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28988.044922 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -28988.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28999.892578 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -28999.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29012.646484 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -29012.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29024.130859 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -29024.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29029.740234 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -29029.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29033.509766 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -29033.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29037.359375 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -29037.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29039.689453 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -29039.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29039.835938 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -29039.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29039.835938 Penalty: 568.395691
	Iteration 13F: 3 clusters Score -29039.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -25646.849609 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -25646.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25219.125000 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -25219.12 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25402.759766 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -25402.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25461.443359 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -25461.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25529.048828 Penalty: 556.546143
	Iteration 3F: 3 clusters Score -25529.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25574.041016 Penalty: 556.546143
	Iteration 4F: 3 clusters Score -25574.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25608.203125 Penalty: 556.546143
	Iteration 5Q: 3 clusters Score -25608.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25632.375000 Penalty: 556.546143
	Iteration 6Q: 3 clusters Score -25632.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25662.906250 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -25662.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25670.710938 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -25670.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25675.710938 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -25675.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25676.392578 Penalty: 556.546143
	Iteration 10Q: 3 clusters Score -25676.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25676.392578 Penalty: 556.546143
	Iteration 11F: 3 clusters Score -25676.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 86 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4844 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 113 members 
Mstep: Class 46 contains 422 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 490 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 236 members 
Mstep: Class 58 contains 100 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 217 members 
Entering Unmasked Estep 
Score: -10140903.000000 Penalty: 35374.863281
Splitting cluster 57 changes total score from -10141145.000000 to -10140903.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Entering Unmasked Estep 
Score: -5312.757324 Penalty: 209.535248
	Iteration 0F: 2 clusters Score -5312.757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5114.568359 Penalty: 419.070496
	Iteration 0F: 3 clusters Score -5114.568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5154.028320 Penalty: 419.070496
	Iteration 1F: 3 clusters Score -5154.028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5158.322266 Penalty: 419.070496
	Iteration 2Q: 3 clusters Score -5158.322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5158.322266 Penalty: 419.070496
	Iteration 3F: 3 clusters Score -5158.322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -23118.406250 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -23118.41 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 186 members 
Entering Unmasked Estep 
Score: -22716.167969 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -22716.17 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22883.212891 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -22883.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22933.066406 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -22933.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22978.130859 Penalty: 540.555603
	Iteration 3Q: 3 clusters Score -22978.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23027.656250 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -23027.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23070.091797 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -23070.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23092.671875 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -23092.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23117.029297 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -23117.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23121.451172 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -23121.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23123.589844 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -23123.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23125.371094 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -23125.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23126.482422 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -23126.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23126.937500 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -23126.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23129.201172 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -23129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23131.005859 Penalty: 540.555603
	Iteration 14Q: 3 clusters Score -23131.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23131.005859 Penalty: 540.555603
	Iteration 15F: 3 clusters Score -23131.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 191 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 37109 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 86 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 941 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 102072 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 1045 members 
Mstep: Class 29 contains 82 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 294 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 118 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 49 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 71 members 
Mstep: Class 38 contains 130 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 72 members 
Mstep: Class 41 contains 4844 members 
Mstep: Class 42 contains 107 members 
Mstep: Class 43 contains 230 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 113 members 
Mstep: Class 46 contains 422 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 226 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 490 members 
Mstep: Class 54 contains 289 members 
Mstep: Class 55 contains 159 members 
Mstep: Class 56 contains 516 members 
Mstep: Class 57 contains 453 members 
Mstep: Class 58 contains 100 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 93 members 
Mstep: Class 62 contains 115 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 190 members 
Entering Unmasked Estep 
Score: -10140872.000000 Penalty: 35374.863281
Splitting cluster 59 changes total score from -10141145.000000 to -10140872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -7303.404785 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -7303.405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7074.411621 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7074.412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7155.242676 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -7155.243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7177.190430 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -7177.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7179.665527 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -7179.666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7180.518555 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -7180.519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7183.774414 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -7183.774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7189.104004 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -7189.104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7194.806641 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -7194.807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7199.153809 Penalty: 447.051605
	Iteration 8Q: 3 clusters Score -7199.154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7199.153809 Penalty: 447.051605
	Iteration 9F: 3 clusters Score -7199.154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -4688.210449 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -4688.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4500.388184 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -4500.388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4548.526855 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -4548.527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4562.819824 Penalty: 412.466553
	Iteration 2F: 3 clusters Score -4562.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -6359.636230 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -6359.636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6134.363281 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -6134.363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6175.595215 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -6175.595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6188.137207 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -6188.137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6191.138672 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -6191.139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6195.930664 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -6195.931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6198.206543 Penalty: 431.788818
	Iteration 5Q: 3 clusters Score -6198.207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6200.578613 Penalty: 431.788818
	Iteration 6Q: 3 clusters Score -6200.579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6211.443848 Penalty: 431.788818
	Iteration 7Q: 3 clusters Score -6211.444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6213.024414 Penalty: 431.788818
	Iteration 8Q: 3 clusters Score -6213.024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6218.287598 Penalty: 431.788818
	Iteration 9Q: 3 clusters Score -6218.288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6218.287598 Penalty: 431.788818
	Iteration 10F: 3 clusters Score -6218.288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -14373.551758 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -14373.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14060.676758 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -14060.68 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14167.288086 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -14167.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14187.532227 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -14187.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14192.914062 Penalty: 504.254974
	Iteration 3Q: 3 clusters Score -14192.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14196.610352 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -14196.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14198.721680 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -14198.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14200.769531 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -14200.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14205.058594 Penalty: 504.254974
	Iteration 7Q: 3 clusters Score -14205.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14206.407227 Penalty: 504.254974
	Iteration 8Q: 3 clusters Score -14206.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14206.407227 Penalty: 504.254974
	Iteration 9F: 3 clusters Score -14206.41 nChanged 0
20->64 Clusters: Score -10141145.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 188709 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 9402 members 
Mstep: Class 3 contains 9384 members 
Mstep: Class 4 contains 9316 members 
Mstep: Class 5 contains 9388 members 
Mstep: Class 6 contains 9401 members 
Mstep: Class 7 contains 9359 members 
Mstep: Class 8 contains 9429 members 
Mstep: Class 9 contains 9606 members 
Mstep: Class 10 contains 9484 members 
Mstep: Class 11 contains 9311 members 
Mstep: Class 12 contains 9450 members 
Mstep: Class 13 contains 9319 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 9427 members 
Mstep: Class 16 contains 9483 members 
Mstep: Class 17 contains 9623 members 
Mstep: Class 18 contains 9491 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 9502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 25.225636 but Gain 552.732422
Score: -7800554.000000 Penalty: 10501.913086
Iteration 0F: 20 clusters Score -7800554 nChanged 179302
Entering Unmasked Mstep 
Mstep: Class 0 contains 2234 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 1257 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 18028 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 1517 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 1766 members 
Mstep: Class 10 contains 622 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 552 members 
Mstep: Class 14 contains 110364 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 1467 members 
Mstep: Class 17 contains 114 members 
Mstep: Class 18 contains 648 members 
Mstep: Class 19 contains 20086 members 
Mstep: Class 20 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 97.523827 but Gain 552.732422
Score: -9619468.000000 Penalty: 9949.180664
Iteration 1F: 19 clusters Score -9619468 nChanged 58545
Entering Unmasked Mstep 
Mstep: Class 0 contains 550 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 1293 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 1580 members 
Mstep: Class 9 contains 1664 members 
Mstep: Class 10 contains 290 members 
Mstep: Class 11 contains 1818 members 
Mstep: Class 12 contains 716 members 
Mstep: Class 14 contains 140049 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 66 members 
Mstep: Class 18 contains 2086 members 
Mstep: Class 19 contains 15786 members 
Mstep: Class 20 contains 6187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 276.549652 but Gain 552.732422
Score: -9913692.000000 Penalty: 9396.448242
Iteration 2F: 18 clusters Score -9913692 nChanged 24065
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 712 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 359 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 9 contains 1074 members 
Mstep: Class 10 contains 168 members 
Mstep: Class 11 contains 1235 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 14 contains 134301 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 1360 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 21813 members 
Mstep: Class 20 contains 9555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 498.254425 but Gain 552.732422
Score: -9987291.000000 Penalty: 8843.715820
Iteration 3F: 17 clusters Score -9987291 nChanged 16142
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 9 contains 964 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 14 contains 124831 members 
Mstep: Class 15 contains 299 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 18 contains 1480 members 
Mstep: Class 19 contains 27128 members 
Mstep: Class 20 contains 10525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10035575.000000 Penalty: 8843.715820
Iteration 4F: 17 clusters Score -1.003558e+07 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 526 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 745 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 1226 members 
Mstep: Class 14 contains 116218 members 
Mstep: Class 15 contains 470 members 
Mstep: Class 16 contains 1524 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 19 contains 30855 members 
Mstep: Class 20 contains 10787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10066264.000000 Penalty: 8843.715820
Iteration 5F: 17 clusters Score -1.006626e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 9 contains 1004 members 
Mstep: Class 11 contains 989 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 14 contains 111203 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 1752 members 
Mstep: Class 18 contains 1118 members 
Mstep: Class 19 contains 33275 members 
Mstep: Class 20 contains 10783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10077610.000000 Penalty: 8843.715820
Iteration 6Q: 17 clusters Score -1.007761e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 1459 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 925 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 1835 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 11 contains 968 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 14 contains 108793 members 
Mstep: Class 15 contains 1022 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 18 contains 1021 members 
Mstep: Class 19 contains 34811 members 
Mstep: Class 20 contains 10747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10081494.000000 Penalty: 8843.715820
Iteration 7Q: 17 clusters Score -1.008149e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 1120 members 
Mstep: Class 5 contains 978 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 9 contains 1180 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 14 contains 107562 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 35856 members 
Mstep: Class 20 contains 10698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10083877.000000 Penalty: 8843.715820
Iteration 8Q: 17 clusters Score -1.008388e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 1975 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 14 contains 106833 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 36627 members 
Mstep: Class 20 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10085934.000000 Penalty: 8843.715820
Iteration 9Q: 17 clusters Score -1.008593e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 2282 members 
Mstep: Class 4 contains 1114 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 1820 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 14 contains 106292 members 
Mstep: Class 15 contains 2021 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 37352 members 
Mstep: Class 20 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10087954.000000 Penalty: 8843.715820
Iteration 10Q: 17 clusters Score -1.008795e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 4 contains 1114 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 222 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 9 contains 1284 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 14 contains 105902 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 2442 members 
Mstep: Class 18 contains 928 members 
Mstep: Class 19 contains 38040 members 
Mstep: Class 20 contains 10629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10090339.000000 Penalty: 8843.715820
Iteration 11Q: 17 clusters Score -1.009034e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 3135 members 
Mstep: Class 4 contains 1115 members 
Mstep: Class 5 contains 996 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 1331 members 
Mstep: Class 14 contains 105612 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 2459 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 38648 members 
Mstep: Class 20 contains 10608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10092864.000000 Penalty: 8843.715820
Iteration 12Q: 17 clusters Score -1.009286e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 854 members 
Mstep: Class 3 contains 3748 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 985 members 
Mstep: Class 6 contains 211 members 
Mstep: Class 7 contains 1837 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 14 contains 105361 members 
Mstep: Class 15 contains 2607 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 39180 members 
Mstep: Class 20 contains 10580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10095480.000000 Penalty: 8843.715820
Iteration 13Q: 17 clusters Score -1.009548e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 928 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 1124 members 
Mstep: Class 5 contains 984 members 
Mstep: Class 6 contains 205 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 9 contains 1343 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 14 contains 105140 members 
Mstep: Class 15 contains 2608 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 18 contains 940 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 10559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10098141.000000 Penalty: 8843.715820
Iteration 14Q: 17 clusters Score -1.009814e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 1128 members 
Mstep: Class 5 contains 978 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 9 contains 1378 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 14 contains 104992 members 
Mstep: Class 15 contains 2545 members 
Mstep: Class 16 contains 2321 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 40009 members 
Mstep: Class 20 contains 10527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10100420.000000 Penalty: 8843.715820
Iteration 15Q: 17 clusters Score -1.010042e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 5541 members 
Mstep: Class 4 contains 1128 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 202 members 
Mstep: Class 7 contains 1856 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 14 contains 104969 members 
Mstep: Class 15 contains 2444 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 18 contains 999 members 
Mstep: Class 19 contains 40269 members 
Mstep: Class 20 contains 10491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10102760.000000 Penalty: 8843.715820
Iteration 16Q: 17 clusters Score -1.010276e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1140 members 
Mstep: Class 3 contains 5946 members 
Mstep: Class 4 contains 1131 members 
Mstep: Class 5 contains 970 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 1860 members 
Mstep: Class 9 contains 1448 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 14 contains 105051 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 18 contains 1016 members 
Mstep: Class 19 contains 40443 members 
Mstep: Class 20 contains 10451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10104243.000000 Penalty: 8843.715820
Iteration 17Q: 17 clusters Score -1.010424e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 6299 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 205 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 11 contains 786 members 
Mstep: Class 12 contains 1231 members 
Mstep: Class 14 contains 105191 members 
Mstep: Class 15 contains 2232 members 
Mstep: Class 16 contains 1979 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 40515 members 
Mstep: Class 20 contains 10417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10105576.000000 Penalty: 8843.715820
Iteration 18Q: 17 clusters Score -1.010558e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 6572 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 9 contains 1503 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1225 members 
Mstep: Class 14 contains 105330 members 
Mstep: Class 15 contains 2169 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 40518 members 
Mstep: Class 20 contains 10377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10106455.000000 Penalty: 8843.715820
Iteration 19Q: 17 clusters Score -1.010646e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1298 members 
Mstep: Class 3 contains 6805 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 943 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 9 contains 1534 members 
Mstep: Class 11 contains 796 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 14 contains 105482 members 
Mstep: Class 15 contains 2108 members 
Mstep: Class 16 contains 1733 members 
Mstep: Class 18 contains 1027 members 
Mstep: Class 19 contains 40521 members 
Mstep: Class 20 contains 10347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10108525.000000 Penalty: 8843.715820
Iteration 20F: 17 clusters Score -1.010852e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 7928 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 206 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 11 contains 797 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 14 contains 105505 members 
Mstep: Class 15 contains 2119 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 18 contains 1032 members 
Mstep: Class 19 contains 39624 members 
Mstep: Class 20 contains 10300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10110428.000000 Penalty: 8843.715820
Iteration 21Q: 17 clusters Score -1.011043e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1420 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 206 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 9 contains 1589 members 
Mstep: Class 11 contains 798 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 14 contains 105579 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 16 contains 1476 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 38912 members 
Mstep: Class 20 contains 10256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10111324.000000 Penalty: 8843.715820
Iteration 22Q: 17 clusters Score -1.011132e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 208 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 14 contains 105682 members 
Mstep: Class 15 contains 2205 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 18 contains 1042 members 
Mstep: Class 19 contains 38431 members 
Mstep: Class 20 contains 10212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10111735.000000 Penalty: 8843.715820
Iteration 23Q: 17 clusters Score -1.011174e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 9676 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 14 contains 105779 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 16 contains 1227 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10111973.000000 Penalty: 8843.715820
Iteration 24Q: 17 clusters Score -1.011197e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 9888 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 9 contains 1658 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 14 contains 105860 members 
Mstep: Class 15 contains 2313 members 
Mstep: Class 16 contains 1134 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 37959 members 
Mstep: Class 20 contains 10138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112057.000000 Penalty: 8843.715820
Iteration 25Q: 17 clusters Score -1.011206e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 10037 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 11 contains 802 members 
Mstep: Class 12 contains 1178 members 
Mstep: Class 14 contains 105909 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 1039 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 37879 members 
Mstep: Class 20 contains 10124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112280.000000 Penalty: 8843.715820
Iteration 26Q: 17 clusters Score -1.011228e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1418 members 
Mstep: Class 3 contains 10157 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 11 contains 802 members 
Mstep: Class 12 contains 1177 members 
Mstep: Class 14 contains 105921 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 37860 members 
Mstep: Class 20 contains 10097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112481.000000 Penalty: 8843.715820
Iteration 27Q: 17 clusters Score -1.011248e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1412 members 
Mstep: Class 3 contains 10244 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 962 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 9 contains 1686 members 
Mstep: Class 11 contains 803 members 
Mstep: Class 12 contains 1175 members 
Mstep: Class 14 contains 105940 members 
Mstep: Class 15 contains 2434 members 
Mstep: Class 16 contains 832 members 
Mstep: Class 18 contains 1085 members 
Mstep: Class 19 contains 37851 members 
Mstep: Class 20 contains 10072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112627.000000 Penalty: 8843.715820
Iteration 28Q: 17 clusters Score -1.011263e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 10321 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 967 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 9 contains 1707 members 
Mstep: Class 11 contains 803 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 14 contains 105954 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 37858 members 
Mstep: Class 20 contains 10043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112728.000000 Penalty: 8843.715820
Iteration 29Q: 17 clusters Score -1.011273e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 10358 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 11 contains 803 members 
Mstep: Class 12 contains 1173 members 
Mstep: Class 14 contains 105972 members 
Mstep: Class 15 contains 2525 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 18 contains 1094 members 
Mstep: Class 19 contains 37859 members 
Mstep: Class 20 contains 10020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112786.000000 Penalty: 8843.715820
Iteration 30Q: 17 clusters Score -1.011279e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 10387 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 974 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 9 contains 1741 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 1172 members 
Mstep: Class 14 contains 105984 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 37855 members 
Mstep: Class 20 contains 9998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112841.000000 Penalty: 8843.715820
Iteration 31Q: 17 clusters Score -1.011284e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1400 members 
Mstep: Class 3 contains 10411 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 970 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 1172 members 
Mstep: Class 14 contains 105992 members 
Mstep: Class 15 contains 2630 members 
Mstep: Class 16 contains 484 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 37839 members 
Mstep: Class 20 contains 9987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112892.000000 Penalty: 8843.715820
Iteration 32Q: 17 clusters Score -1.011289e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 10429 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 963 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 1172 members 
Mstep: Class 14 contains 105996 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 37823 members 
Mstep: Class 20 contains 9983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112949.000000 Penalty: 8843.715820
Iteration 33Q: 17 clusters Score -1.011295e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1400 members 
Mstep: Class 3 contains 10443 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 9 contains 1766 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 1172 members 
Mstep: Class 14 contains 105998 members 
Mstep: Class 15 contains 2723 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 18 contains 1106 members 
Mstep: Class 19 contains 37803 members 
Mstep: Class 20 contains 9986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112984.000000 Penalty: 8843.715820
Iteration 34Q: 17 clusters Score -1.011298e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 3 contains 10449 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 949 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 9 contains 1771 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 1172 members 
Mstep: Class 14 contains 106002 members 
Mstep: Class 15 contains 2768 members 
Mstep: Class 16 contains 358 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 37782 members 
Mstep: Class 20 contains 9989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10113055.000000 Penalty: 8843.715820
Iteration 35Q: 17 clusters Score -1.011306e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 3 contains 10456 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 946 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 9 contains 1778 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 1172 members 
Mstep: Class 14 contains 106007 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 340 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 37763 members 
Mstep: Class 20 contains 9984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10113072.000000 Penalty: 8843.715820
Iteration 36Q: 17 clusters Score -1.011307e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 3 contains 10461 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 9 contains 1786 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 1172 members 
Mstep: Class 14 contains 106009 members 
Mstep: Class 15 contains 2828 members 
Mstep: Class 16 contains 321 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 37746 members 
Mstep: Class 20 contains 9983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10113116.000000 Penalty: 8843.715820
Iteration 37Q: 17 clusters Score -1.011312e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 10467 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 1172 members 
Mstep: Class 14 contains 106008 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 37737 members 
Mstep: Class 20 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10113109.000000 Penalty: 8843.715820
Iteration 38Q: 17 clusters Score -1.011311e+07 nChanged 58
Entering ConstructFrom: 
Score: -10113109.000000 Penalty: 8843.715820
Entering ConstructFrom: 
Trying to split cluster 1 (10853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Entering Unmasked Estep 
Score: -618792.812500 Penalty: 422.794983
	Iteration 0F: 2 clusters Score -618792.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -611516.312500 Penalty: 845.589966
	Iteration 0F: 3 clusters Score -611516.3 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -614683.562500 Penalty: 845.589966
	Iteration 1F: 3 clusters Score -614683.6 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -615160.562500 Penalty: 845.589966
	Iteration 2F: 3 clusters Score -615160.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -615607.500000 Penalty: 845.589966
	Iteration 3F: 3 clusters Score -615607.5 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -616060.437500 Penalty: 845.589966
	Iteration 4F: 3 clusters Score -616060.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -616505.062500 Penalty: 845.589966
	Iteration 5F: 3 clusters Score -616505.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -616892.812500 Penalty: 845.589966
	Iteration 6F: 3 clusters Score -616892.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -617224.562500 Penalty: 845.589966
	Iteration 7Q: 3 clusters Score -617224.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -617516.437500 Penalty: 845.589966
	Iteration 8Q: 3 clusters Score -617516.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -617721.312500 Penalty: 845.589966
	Iteration 9Q: 3 clusters Score -617721.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -617891.250000 Penalty: 845.589966
	Iteration 10Q: 3 clusters Score -617891.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -618016.000000 Penalty: 845.589966
	Iteration 11Q: 3 clusters Score -618016 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -618118.812500 Penalty: 845.589966
	Iteration 12Q: 3 clusters Score -618118.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -618189.250000 Penalty: 845.589966
	Iteration 13Q: 3 clusters Score -618189.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -618227.812500 Penalty: 845.589966
	Iteration 14Q: 3 clusters Score -618227.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -618255.250000 Penalty: 845.589966
	Iteration 15Q: 3 clusters Score -618255.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -618271.250000 Penalty: 845.589966
	Iteration 16Q: 3 clusters Score -618271.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -618281.437500 Penalty: 845.589966
	Iteration 17Q: 3 clusters Score -618281.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -618287.375000 Penalty: 845.589966
	Iteration 18Q: 3 clusters Score -618287.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -618289.625000 Penalty: 845.589966
	Iteration 19Q: 3 clusters Score -618289.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -618293.437500 Penalty: 845.589966
	Iteration 20F: 3 clusters Score -618293.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -618295.812500 Penalty: 845.589966
	Iteration 21Q: 3 clusters Score -618295.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -618297.375000 Penalty: 845.589966
	Iteration 22Q: 3 clusters Score -618297.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -618296.875000 Penalty: 845.589966
	Iteration 23Q: 3 clusters Score -618296.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -618299.687500 Penalty: 845.589966
	Iteration 24Q: 3 clusters Score -618299.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -618300.562500 Penalty: 845.589966
	Iteration 25Q: 3 clusters Score -618300.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -618301.812500 Penalty: 845.589966
	Iteration 26Q: 3 clusters Score -618301.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -618304.250000 Penalty: 845.589966
	Iteration 27Q: 3 clusters Score -618304.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -618306.250000 Penalty: 845.589966
	Iteration 28Q: 3 clusters Score -618306.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -618306.312500 Penalty: 845.589966
	Iteration 29Q: 3 clusters Score -618306.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -618307.312500 Penalty: 845.589966
	Iteration 30Q: 3 clusters Score -618307.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -618306.687500 Penalty: 845.589966
	Iteration 31Q: 3 clusters Score -618306.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -618308.625000 Penalty: 845.589966
	Iteration 32Q: 3 clusters Score -618308.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -618308.750000 Penalty: 845.589966
	Iteration 33Q: 3 clusters Score -618308.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -618310.125000 Penalty: 845.589966
	Iteration 34Q: 3 clusters Score -618310.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -618310.250000 Penalty: 845.589966
	Iteration 35Q: 3 clusters Score -618310.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -618311.437500 Penalty: 845.589966
	Iteration 36Q: 3 clusters Score -618311.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -618312.375000 Penalty: 845.589966
	Iteration 37Q: 3 clusters Score -618312.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -618314.250000 Penalty: 845.589966
	Iteration 38Q: 3 clusters Score -618314.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -618315.125000 Penalty: 845.589966
	Iteration 39Q: 3 clusters Score -618315.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -618314.562500 Penalty: 845.589966
	Iteration 40F: 3 clusters Score -618314.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -618317.187500 Penalty: 845.589966
	Iteration 41Q: 3 clusters Score -618317.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -618318.187500 Penalty: 845.589966
	Iteration 42Q: 3 clusters Score -618318.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -618319.687500 Penalty: 845.589966
	Iteration 43Q: 3 clusters Score -618319.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -618319.375000 Penalty: 845.589966
	Iteration 44Q: 3 clusters Score -618319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -618319.375000 Penalty: 845.589966
	Iteration 45Q: 3 clusters Score -618319.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -618319.812500 Penalty: 845.589966
	Iteration 46Q: 3 clusters Score -618319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -618320.750000 Penalty: 845.589966
	Iteration 47Q: 3 clusters Score -618320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -618320.375000 Penalty: 845.589966
	Iteration 48Q: 3 clusters Score -618320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -618320.375000 Penalty: 845.589966
	Iteration 49Q: 3 clusters Score -618320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -618320.687500 Penalty: 845.589966
	Iteration 50Q: 3 clusters Score -618320.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -618320.062500 Penalty: 845.589966
	Iteration 51Q: 3 clusters Score -618320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -618321.687500 Penalty: 845.589966
	Iteration 52Q: 3 clusters Score -618321.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -618321.625000 Penalty: 845.589966
	Iteration 53Q: 3 clusters Score -618321.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -618321.625000 Penalty: 845.589966
	Iteration 54F: 3 clusters Score -618321.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -48613.851562 Penalty: 329.514771
	Iteration 0F: 2 clusters Score -48613.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -47636.031250 Penalty: 659.029541
	Iteration 0F: 3 clusters Score -47636.03 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -48503.855469 Penalty: 659.029541
	Iteration 1F: 3 clusters Score -48503.86 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -48722.910156 Penalty: 659.029541
	Iteration 2F: 3 clusters Score -48722.91 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -48836.726562 Penalty: 659.029541
	Iteration 3F: 3 clusters Score -48836.73 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48896.125000 Penalty: 659.029541
	Iteration 4F: 3 clusters Score -48896.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -48940.554688 Penalty: 659.029541
	Iteration 5Q: 3 clusters Score -48940.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -48992.101562 Penalty: 659.029541
	Iteration 6Q: 3 clusters Score -48992.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -49052.945312 Penalty: 659.029541
	Iteration 7Q: 3 clusters Score -49052.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -49207.730469 Penalty: 659.029541
	Iteration 8Q: 3 clusters Score -49207.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49376.890625 Penalty: 659.029541
	Iteration 9Q: 3 clusters Score -49376.89 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -49499.976562 Penalty: 659.029541
	Iteration 10Q: 3 clusters Score -49499.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -49670.394531 Penalty: 659.029541
	Iteration 11Q: 3 clusters Score -49670.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -49883.687500 Penalty: 659.029541
	Iteration 12Q: 3 clusters Score -49883.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -50032.617188 Penalty: 659.029541
	Iteration 13Q: 3 clusters Score -50032.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -50081.574219 Penalty: 659.029541
	Iteration 14Q: 3 clusters Score -50081.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -50104.222656 Penalty: 659.029541
	Iteration 15Q: 3 clusters Score -50104.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -50151.941406 Penalty: 659.029541
	Iteration 16Q: 3 clusters Score -50151.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -50214.671875 Penalty: 659.029541
	Iteration 17Q: 3 clusters Score -50214.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -50313.296875 Penalty: 659.029541
	Iteration 18Q: 3 clusters Score -50313.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -50382.054688 Penalty: 659.029541
	Iteration 19Q: 3 clusters Score -50382.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -50588.546875 Penalty: 659.029541
	Iteration 20F: 3 clusters Score -50588.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -50990.167969 Penalty: 659.029541
	Iteration 21Q: 3 clusters Score -50990.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -51087.636719 Penalty: 659.029541
	Iteration 22Q: 3 clusters Score -51087.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -51153.613281 Penalty: 659.029541
	Iteration 23Q: 3 clusters Score -51153.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -51189.875000 Penalty: 659.029541
	Iteration 24Q: 3 clusters Score -51189.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -51201.742188 Penalty: 659.029541
	Iteration 25Q: 3 clusters Score -51201.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -51204.726562 Penalty: 659.029541
	Iteration 26Q: 3 clusters Score -51204.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -51205.039062 Penalty: 659.029541
	Iteration 27Q: 3 clusters Score -51205.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -51205.734375 Penalty: 659.029541
	Iteration 28Q: 3 clusters Score -51205.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -51206.453125 Penalty: 659.029541
	Iteration 29Q: 3 clusters Score -51206.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -51206.691406 Penalty: 659.029541
	Iteration 30Q: 3 clusters Score -51206.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -51206.691406 Penalty: 659.029541
	Iteration 31F: 3 clusters Score -51206.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 10466 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 14 contains 106006 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 18 contains 1112 members 
Mstep: Class 19 contains 37731 members 
Mstep: Class 20 contains 9987 members 
Entering Unmasked Estep 
Score: -10115483.000000 Penalty: 9396.448242
Splitting cluster 2 changes total score from -10113109.000000 to -10115483.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (10466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Entering Unmasked Estep 
Score: -537489.375000 Penalty: 421.142853
	Iteration 0F: 2 clusters Score -537489.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -530611.250000 Penalty: 842.285706
	Iteration 0F: 3 clusters Score -530611.2 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -533732.812500 Penalty: 842.285706
	Iteration 1F: 3 clusters Score -533732.8 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -534512.687500 Penalty: 842.285706
	Iteration 2F: 3 clusters Score -534512.7 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -535406.000000 Penalty: 842.285706
	Iteration 3F: 3 clusters Score -535406 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -536169.625000 Penalty: 842.285706
	Iteration 4F: 3 clusters Score -536169.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -536835.437500 Penalty: 842.285706
	Iteration 5F: 3 clusters Score -536835.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -537433.937500 Penalty: 842.285706
	Iteration 6F: 3 clusters Score -537433.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -537831.000000 Penalty: 842.285706
	Iteration 7Q: 3 clusters Score -537831 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -538036.250000 Penalty: 842.285706
	Iteration 8Q: 3 clusters Score -538036.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -538131.375000 Penalty: 842.285706
	Iteration 9Q: 3 clusters Score -538131.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -538184.125000 Penalty: 842.285706
	Iteration 10Q: 3 clusters Score -538184.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -538227.812500 Penalty: 842.285706
	Iteration 11Q: 3 clusters Score -538227.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -538278.250000 Penalty: 842.285706
	Iteration 12Q: 3 clusters Score -538278.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -538338.437500 Penalty: 842.285706
	Iteration 13Q: 3 clusters Score -538338.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -538387.625000 Penalty: 842.285706
	Iteration 14Q: 3 clusters Score -538387.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -538444.687500 Penalty: 842.285706
	Iteration 15Q: 3 clusters Score -538444.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -538508.750000 Penalty: 842.285706
	Iteration 16Q: 3 clusters Score -538508.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -538580.687500 Penalty: 842.285706
	Iteration 17Q: 3 clusters Score -538580.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -538657.312500 Penalty: 842.285706
	Iteration 18Q: 3 clusters Score -538657.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -538729.625000 Penalty: 842.285706
	Iteration 19Q: 3 clusters Score -538729.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -538776.687500 Penalty: 842.285706
	Iteration 20F: 3 clusters Score -538776.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -538810.250000 Penalty: 842.285706
	Iteration 21Q: 3 clusters Score -538810.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -538831.625000 Penalty: 842.285706
	Iteration 22Q: 3 clusters Score -538831.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -538846.937500 Penalty: 842.285706
	Iteration 23Q: 3 clusters Score -538846.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -538864.687500 Penalty: 842.285706
	Iteration 24Q: 3 clusters Score -538864.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -538877.250000 Penalty: 842.285706
	Iteration 25Q: 3 clusters Score -538877.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -538884.437500 Penalty: 842.285706
	Iteration 26Q: 3 clusters Score -538884.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -538891.562500 Penalty: 842.285706
	Iteration 27Q: 3 clusters Score -538891.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -538892.750000 Penalty: 842.285706
	Iteration 28Q: 3 clusters Score -538892.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -538894.750000 Penalty: 842.285706
	Iteration 29Q: 3 clusters Score -538894.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -538897.437500 Penalty: 842.285706
	Iteration 30Q: 3 clusters Score -538897.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -538901.312500 Penalty: 842.285706
	Iteration 31Q: 3 clusters Score -538901.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -538904.750000 Penalty: 842.285706
	Iteration 32Q: 3 clusters Score -538904.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -538907.687500 Penalty: 842.285706
	Iteration 33Q: 3 clusters Score -538907.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -538910.750000 Penalty: 842.285706
	Iteration 34Q: 3 clusters Score -538910.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -538912.812500 Penalty: 842.285706
	Iteration 35Q: 3 clusters Score -538912.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -538913.250000 Penalty: 842.285706
	Iteration 36Q: 3 clusters Score -538913.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -538913.312500 Penalty: 842.285706
	Iteration 37Q: 3 clusters Score -538913.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -538912.937500 Penalty: 842.285706
	Iteration 38Q: 3 clusters Score -538912.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -538913.562500 Penalty: 842.285706
	Iteration 39Q: 3 clusters Score -538913.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -538913.625000 Penalty: 842.285706
	Iteration 40F: 3 clusters Score -538913.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -538913.250000 Penalty: 842.285706
	Iteration 41Q: 3 clusters Score -538913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -538913.937500 Penalty: 842.285706
	Iteration 42Q: 3 clusters Score -538913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -538914.062500 Penalty: 842.285706
	Iteration 43Q: 3 clusters Score -538914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -538914.062500 Penalty: 842.285706
	Iteration 44F: 3 clusters Score -538914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 14 contains 106006 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 18 contains 1112 members 
Mstep: Class 19 contains 37731 members 
Mstep: Class 20 contains 9987 members 
Entering Unmasked Estep 
Score: -10116778.000000 Penalty: 9949.180664
Splitting cluster 3 changes total score from -10113109.000000 to -10116778.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -55596.601562 Penalty: 320.543182
	Iteration 0F: 2 clusters Score -55596.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -54806.292969 Penalty: 641.086365
	Iteration 0F: 3 clusters Score -54806.29 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -55633.343750 Penalty: 641.086365
	Iteration 1F: 3 clusters Score -55633.34 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -55919.074219 Penalty: 641.086365
	Iteration 2F: 3 clusters Score -55919.07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -56043.742188 Penalty: 641.086365
	Iteration 3F: 3 clusters Score -56043.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -56088.605469 Penalty: 641.086365
	Iteration 4Q: 3 clusters Score -56088.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -56110.886719 Penalty: 641.086365
	Iteration 5Q: 3 clusters Score -56110.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -56121.597656 Penalty: 641.086365
	Iteration 6Q: 3 clusters Score -56121.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -56129.937500 Penalty: 641.086365
	Iteration 7Q: 3 clusters Score -56129.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -56141.632812 Penalty: 641.086365
	Iteration 8Q: 3 clusters Score -56141.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -56153.558594 Penalty: 641.086365
	Iteration 9Q: 3 clusters Score -56153.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -56171.949219 Penalty: 641.086365
	Iteration 10Q: 3 clusters Score -56171.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -56218.468750 Penalty: 641.086365
	Iteration 11Q: 3 clusters Score -56218.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -56242.890625 Penalty: 641.086365
	Iteration 12Q: 3 clusters Score -56242.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -56246.054688 Penalty: 641.086365
	Iteration 13Q: 3 clusters Score -56246.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -56246.425781 Penalty: 641.086365
	Iteration 14Q: 3 clusters Score -56246.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -56246.425781 Penalty: 641.086365
	Iteration 15F: 3 clusters Score -56246.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 106006 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 18 contains 1112 members 
Mstep: Class 19 contains 37731 members 
Mstep: Class 20 contains 9987 members 
Entering Unmasked Estep 
Score: -10117209.000000 Penalty: 10501.913086
Splitting cluster 4 changes total score from -10113109.000000 to -10117209.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 5 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -52174.128906 Penalty: 310.459503
	Iteration 0F: 2 clusters Score -52174.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -51428.960938 Penalty: 620.919006
	Iteration 0F: 3 clusters Score -51428.96 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -51922.511719 Penalty: 620.919006
	Iteration 1F: 3 clusters Score -51922.51 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -52152.164062 Penalty: 620.919006
	Iteration 2F: 3 clusters Score -52152.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -52276.261719 Penalty: 620.919006
	Iteration 3F: 3 clusters Score -52276.26 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -52352.355469 Penalty: 620.919006
	Iteration 4F: 3 clusters Score -52352.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -52404.964844 Penalty: 620.919006
	Iteration 5Q: 3 clusters Score -52404.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -52433.097656 Penalty: 620.919006
	Iteration 6Q: 3 clusters Score -52433.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -52457.898438 Penalty: 620.919006
	Iteration 7Q: 3 clusters Score -52457.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -52473.542969 Penalty: 620.919006
	Iteration 8Q: 3 clusters Score -52473.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52503.011719 Penalty: 620.919006
	Iteration 9Q: 3 clusters Score -52503.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52526.027344 Penalty: 620.919006
	Iteration 10Q: 3 clusters Score -52526.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52540.003906 Penalty: 620.919006
	Iteration 11Q: 3 clusters Score -52540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52547.222656 Penalty: 620.919006
	Iteration 12Q: 3 clusters Score -52547.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52553.679688 Penalty: 620.919006
	Iteration 13Q: 3 clusters Score -52553.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52554.042969 Penalty: 620.919006
	Iteration 14Q: 3 clusters Score -52554.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52555.195312 Penalty: 620.919006
	Iteration 15Q: 3 clusters Score -52555.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52556.796875 Penalty: 620.919006
	Iteration 16Q: 3 clusters Score -52556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52558.343750 Penalty: 620.919006
	Iteration 17Q: 3 clusters Score -52558.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52559.191406 Penalty: 620.919006
	Iteration 18Q: 3 clusters Score -52559.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52559.925781 Penalty: 620.919006
	Iteration 19Q: 3 clusters Score -52559.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52560.292969 Penalty: 620.919006
	Iteration 20F: 3 clusters Score -52560.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 106006 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 1112 members 
Mstep: Class 19 contains 37731 members 
Mstep: Class 20 contains 9987 members 
Entering Unmasked Estep 
Score: -10117365.000000 Penalty: 11054.645508
Splitting cluster 5 changes total score from -10113109.000000 to -10117365.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 6 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -9430.722656 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -9430.723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9167.046875 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -9167.047 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9366.732422 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -9366.732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9599.327148 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -9599.327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9821.300781 Penalty: 486.586761
	Iteration 3F: 3 clusters Score -9821.301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10112.488281 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -10112.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10289.465820 Penalty: 486.586761
	Iteration 5F: 3 clusters Score -10289.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10389.000000 Penalty: 486.586761
	Iteration 6Q: 3 clusters Score -10389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10473.558594 Penalty: 486.586761
	Iteration 7Q: 3 clusters Score -10473.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10473.558594 Penalty: 486.586761
	Iteration 8F: 3 clusters Score -10473.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 150 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 106006 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 1112 members 
Mstep: Class 19 contains 37731 members 
Mstep: Class 20 contains 9987 members 
Mstep: Class 21 contains 60 members 
Entering Unmasked Estep 
Score: -10118103.000000 Penalty: 11607.376953
Splitting cluster 6 changes total score from -10113109.000000 to -10118103.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -92968.835938 Penalty: 342.953064
	Iteration 0F: 2 clusters Score -92968.84 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 926 members 
Entering Unmasked Estep 
Score: -91705.546875 Penalty: 685.906128
	Iteration 0F: 3 clusters Score -91705.55 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -92720.531250 Penalty: 685.906128
	Iteration 1F: 3 clusters Score -92720.53 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -93032.906250 Penalty: 685.906128
	Iteration 2F: 3 clusters Score -93032.91 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -93245.445312 Penalty: 685.906128
	Iteration 3F: 3 clusters Score -93245.45 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -93376.070312 Penalty: 685.906128
	Iteration 4F: 3 clusters Score -93376.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -93422.937500 Penalty: 685.906128
	Iteration 5Q: 3 clusters Score -93422.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -93431.757812 Penalty: 685.906128
	Iteration 6Q: 3 clusters Score -93431.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -93435.421875 Penalty: 685.906128
	Iteration 7Q: 3 clusters Score -93435.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -93436.351562 Penalty: 685.906128
	Iteration 8Q: 3 clusters Score -93436.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -93436.601562 Penalty: 685.906128
	Iteration 9Q: 3 clusters Score -93436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -93438.226562 Penalty: 685.906128
	Iteration 10Q: 3 clusters Score -93438.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -93438.773438 Penalty: 685.906128
	Iteration 11Q: 3 clusters Score -93438.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -93439.484375 Penalty: 685.906128
	Iteration 12Q: 3 clusters Score -93439.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -93441.570312 Penalty: 685.906128
	Iteration 13Q: 3 clusters Score -93441.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -93442.742188 Penalty: 685.906128
	Iteration 14Q: 3 clusters Score -93442.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -93445.507812 Penalty: 685.906128
	Iteration 15Q: 3 clusters Score -93445.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -93447.054688 Penalty: 685.906128
	Iteration 16Q: 3 clusters Score -93447.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -93450.562500 Penalty: 685.906128
	Iteration 17Q: 3 clusters Score -93450.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -93451.390625 Penalty: 685.906128
	Iteration 18Q: 3 clusters Score -93451.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -93451.796875 Penalty: 685.906128
	Iteration 19Q: 3 clusters Score -93451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -93453.125000 Penalty: 685.906128
	Iteration 20F: 3 clusters Score -93453.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -93454.914062 Penalty: 685.906128
	Iteration 21Q: 3 clusters Score -93454.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -93470.375000 Penalty: 685.906128
	Iteration 22Q: 3 clusters Score -93470.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -93500.226562 Penalty: 685.906128
	Iteration 23Q: 3 clusters Score -93500.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -93534.781250 Penalty: 685.906128
	Iteration 24Q: 3 clusters Score -93534.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -93558.125000 Penalty: 685.906128
	Iteration 25Q: 3 clusters Score -93558.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -93562.187500 Penalty: 685.906128
	Iteration 26Q: 3 clusters Score -93562.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -93563.421875 Penalty: 685.906128
	Iteration 27Q: 3 clusters Score -93563.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -93563.546875 Penalty: 685.906128
	Iteration 28Q: 3 clusters Score -93563.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -93563.906250 Penalty: 685.906128
	Iteration 29Q: 3 clusters Score -93563.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -93566.023438 Penalty: 685.906128
	Iteration 30Q: 3 clusters Score -93566.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -93567.070312 Penalty: 685.906128
	Iteration 31Q: 3 clusters Score -93567.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -93567.281250 Penalty: 685.906128
	Iteration 32Q: 3 clusters Score -93567.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -93567.281250 Penalty: 685.906128
	Iteration 33F: 3 clusters Score -93567.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 150 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 106006 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 1112 members 
Mstep: Class 19 contains 37731 members 
Mstep: Class 20 contains 9987 members 
Mstep: Class 21 contains 60 members 
Mstep: Class 22 contains 625 members 
Entering Unmasked Estep 
Score: -10118479.000000 Penalty: 12160.109375
Splitting cluster 7 changes total score from -10113109.000000 to -10118479.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -94133.070312 Penalty: 341.047150
	Iteration 0F: 2 clusters Score -94133.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -92803.835938 Penalty: 682.094299
	Iteration 0F: 3 clusters Score -92803.84 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -93347.875000 Penalty: 682.094299
	Iteration 1F: 3 clusters Score -93347.88 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -93580.679688 Penalty: 682.094299
	Iteration 2F: 3 clusters Score -93580.68 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -93751.125000 Penalty: 682.094299
	Iteration 3F: 3 clusters Score -93751.12 nChanged 112
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: -93870.960938 Penalty: 682.094299
	Iteration 4F: 3 clusters Score -93870.96 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -93962.976562 Penalty: 682.094299
	Iteration 5Q: 3 clusters Score -93962.98 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -94059.257812 Penalty: 682.094299
	Iteration 6Q: 3 clusters Score -94059.26 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -94149.093750 Penalty: 682.094299
	Iteration 7Q: 3 clusters Score -94149.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -94223.781250 Penalty: 682.094299
	Iteration 8Q: 3 clusters Score -94223.78 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -94306.507812 Penalty: 682.094299
	Iteration 9Q: 3 clusters Score -94306.51 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -94376.960938 Penalty: 682.094299
	Iteration 10Q: 3 clusters Score -94376.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -94426.015625 Penalty: 682.094299
	Iteration 11Q: 3 clusters Score -94426.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -94481.968750 Penalty: 682.094299
	Iteration 12Q: 3 clusters Score -94481.97 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -94548.843750 Penalty: 682.094299
	Iteration 13Q: 3 clusters Score -94548.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -94617.601562 Penalty: 682.094299
	Iteration 14Q: 3 clusters Score -94617.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -94701.296875 Penalty: 682.094299
	Iteration 15Q: 3 clusters Score -94701.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94801.710938 Penalty: 682.094299
	Iteration 16Q: 3 clusters Score -94801.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -94903.359375 Penalty: 682.094299
	Iteration 17Q: 3 clusters Score -94903.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94963.046875 Penalty: 682.094299
	Iteration 18Q: 3 clusters Score -94963.05 nChanged 14
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: -94992.031250 Penalty: 682.094299
	Iteration 19Q: 3 clusters Score -94992.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -95032.671875 Penalty: 682.094299
	Iteration 20F: 3 clusters Score -95032.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95112.171875 Penalty: 682.094299
	Iteration 21Q: 3 clusters Score -95112.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95128.437500 Penalty: 682.094299
	Iteration 22Q: 3 clusters Score -95128.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95146.179688 Penalty: 682.094299
	Iteration 23Q: 3 clusters Score -95146.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95152.734375 Penalty: 682.094299
	Iteration 24Q: 3 clusters Score -95152.73 nChanged 3
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: -95153.484375 Penalty: 682.094299
	Iteration 25Q: 3 clusters Score -95153.48 nChanged 0
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: -95153.484375 Penalty: 682.094299
	Iteration 26F: 3 clusters Score -95153.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 150 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 1391 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 106006 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 1112 members 
Mstep: Class 19 contains 37731 members 
Mstep: Class 20 contains 9987 members 
Mstep: Class 21 contains 60 members 
Mstep: Class 22 contains 625 members 
Mstep: Class 23 contains 409 members 
Entering Unmasked Estep 
Score: -10119282.000000 Penalty: 12712.841797
Splitting cluster 9 changes total score from -10113109.000000 to -10119282.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -38963.054688 Penalty: 304.376770
	Iteration 0F: 2 clusters Score -38963.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -38310.558594 Penalty: 608.753540
	Iteration 0F: 3 clusters Score -38310.56 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -39024.332031 Penalty: 608.753540
	Iteration 1F: 3 clusters Score -39024.33 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -39268.191406 Penalty: 608.753540
	Iteration 2F: 3 clusters Score -39268.19 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -39404.949219 Penalty: 608.753540
	Iteration 3F: 3 clusters Score -39404.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -39452.281250 Penalty: 608.753540
	Iteration 4Q: 3 clusters Score -39452.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -39470.363281 Penalty: 608.753540
	Iteration 5Q: 3 clusters Score -39470.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -39482.343750 Penalty: 608.753540
	Iteration 6Q: 3 clusters Score -39482.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -39493.644531 Penalty: 608.753540
	Iteration 7Q: 3 clusters Score -39493.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -39504.757812 Penalty: 608.753540
	Iteration 8Q: 3 clusters Score -39504.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -39544.664062 Penalty: 608.753540
	Iteration 9Q: 3 clusters Score -39544.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -39574.210938 Penalty: 608.753540
	Iteration 10Q: 3 clusters Score -39574.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -39587.628906 Penalty: 608.753540
	Iteration 11Q: 3 clusters Score -39587.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -39620.832031 Penalty: 608.753540
	Iteration 12Q: 3 clusters Score -39620.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -39671.734375 Penalty: 608.753540
	Iteration 13Q: 3 clusters Score -39671.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -39701.855469 Penalty: 608.753540
	Iteration 14Q: 3 clusters Score -39701.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -39730.910156 Penalty: 608.753540
	Iteration 15Q: 3 clusters Score -39730.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -39749.406250 Penalty: 608.753540
	Iteration 16Q: 3 clusters Score -39749.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -39812.417969 Penalty: 608.753540
	Iteration 17Q: 3 clusters Score -39812.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -39870.921875 Penalty: 608.753540
	Iteration 18Q: 3 clusters Score -39870.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -39907.160156 Penalty: 608.753540
	Iteration 19Q: 3 clusters Score -39907.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -39922.035156 Penalty: 608.753540
	Iteration 20F: 3 clusters Score -39922.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -39924.265625 Penalty: 608.753540
	Iteration 21Q: 3 clusters Score -39924.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -39924.265625 Penalty: 608.753540
	Iteration 22F: 3 clusters Score -39924.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 150 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 1391 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 106006 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 1112 members 
Mstep: Class 19 contains 37731 members 
Mstep: Class 20 contains 9987 members 
Mstep: Class 21 contains 60 members 
Mstep: Class 22 contains 625 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 670 members 
Entering Unmasked Estep 
Score: -10119980.000000 Penalty: 13265.574219
Splitting cluster 11 changes total score from -10113109.000000 to -10119980.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -29605.984375 Penalty: 321.485413
	Iteration 0F: 2 clusters Score -29605.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -28725.966797 Penalty: 642.970825
	Iteration 0F: 3 clusters Score -28725.97 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -29492.554688 Penalty: 642.970825
	Iteration 1F: 3 clusters Score -29492.55 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -29879.589844 Penalty: 642.970825
	Iteration 2F: 3 clusters Score -29879.59 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -30038.724609 Penalty: 642.970825
	Iteration 3F: 3 clusters Score -30038.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -30153.140625 Penalty: 642.970825
	Iteration 4F: 3 clusters Score -30153.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -30267.779297 Penalty: 642.970825
	Iteration 5Q: 3 clusters Score -30267.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -30340.099609 Penalty: 642.970825
	Iteration 6Q: 3 clusters Score -30340.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -30380.595703 Penalty: 642.970825
	Iteration 7Q: 3 clusters Score -30380.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -30393.449219 Penalty: 642.970825
	Iteration 8Q: 3 clusters Score -30393.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -30407.568359 Penalty: 642.970825
	Iteration 9Q: 3 clusters Score -30407.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -30451.570312 Penalty: 642.970825
	Iteration 10Q: 3 clusters Score -30451.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -30506.984375 Penalty: 642.970825
	Iteration 11Q: 3 clusters Score -30506.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -30531.652344 Penalty: 642.970825
	Iteration 12Q: 3 clusters Score -30531.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -30540.015625 Penalty: 642.970825
	Iteration 13Q: 3 clusters Score -30540.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -30544.099609 Penalty: 642.970825
	Iteration 14Q: 3 clusters Score -30544.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -30549.541016 Penalty: 642.970825
	Iteration 15Q: 3 clusters Score -30549.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -30553.994141 Penalty: 642.970825
	Iteration 16Q: 3 clusters Score -30553.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -30557.605469 Penalty: 642.970825
	Iteration 17Q: 3 clusters Score -30557.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -30558.968750 Penalty: 642.970825
	Iteration 18Q: 3 clusters Score -30558.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -30560.046875 Penalty: 642.970825
	Iteration 19Q: 3 clusters Score -30560.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -30560.800781 Penalty: 642.970825
	Iteration 20F: 3 clusters Score -30560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -30561.259766 Penalty: 642.970825
	Iteration 21Q: 3 clusters Score -30561.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -30561.482422 Penalty: 642.970825
	Iteration 22Q: 3 clusters Score -30561.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -30562.099609 Penalty: 642.970825
	Iteration 23Q: 3 clusters Score -30562.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -30562.558594 Penalty: 642.970825
	Iteration 24Q: 3 clusters Score -30562.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -30563.068359 Penalty: 642.970825
	Iteration 25Q: 3 clusters Score -30563.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -30563.580078 Penalty: 642.970825
	Iteration 26Q: 3 clusters Score -30563.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -30564.384766 Penalty: 642.970825
	Iteration 27Q: 3 clusters Score -30564.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -30564.556641 Penalty: 642.970825
	Iteration 28Q: 3 clusters Score -30564.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -30564.556641 Penalty: 642.970825
	Iteration 29F: 3 clusters Score -30564.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 150 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 1391 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 106006 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 1112 members 
Mstep: Class 19 contains 37731 members 
Mstep: Class 20 contains 9987 members 
Mstep: Class 21 contains 60 members 
Mstep: Class 22 contains 625 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 643 members 
Entering Unmasked Estep 
Score: -10120709.000000 Penalty: 13818.306641
Splitting cluster 12 changes total score from -10113109.000000 to -10120709.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (106006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106006 members 
Entering Unmasked Estep 
Score: -6085415.000000 Penalty: 526.491943
	Iteration 0F: 2 clusters Score -6085415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -6018380.500000 Penalty: 1052.983887
	Iteration 0F: 3 clusters Score -6018380 nChanged 51966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -6050133.000000 Penalty: 1052.983887
	Iteration 1F: 3 clusters Score -6050133 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -6052434.500000 Penalty: 1052.983887
	Iteration 2Q: 3 clusters Score -6052434 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -6055520.500000 Penalty: 1052.983887
	Iteration 3F: 3 clusters Score -6055520 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -6059314.500000 Penalty: 1052.983887
	Iteration 4F: 3 clusters Score -6059314 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -6062903.500000 Penalty: 1052.983887
	Iteration 5F: 3 clusters Score -6062904 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -6066077.000000 Penalty: 1052.983887
	Iteration 6F: 3 clusters Score -6066077 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 75328 members 
Entering Unmasked Estep 
Score: -6069087.000000 Penalty: 1052.983887
	Iteration 7F: 3 clusters Score -6069087 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -6072122.000000 Penalty: 1052.983887
	Iteration 8Q: 3 clusters Score -6072122 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -6075144.000000 Penalty: 1052.983887
	Iteration 9Q: 3 clusters Score -6075144 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -6077428.500000 Penalty: 1052.983887
	Iteration 10Q: 3 clusters Score -6077428 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 84260 members 
Entering Unmasked Estep 
Score: -6078316.000000 Penalty: 1052.983887
	Iteration 11Q: 3 clusters Score -6078316 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -6078601.500000 Penalty: 1052.983887
	Iteration 12Q: 3 clusters Score -6078602 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 85730 members 
Entering Unmasked Estep 
Score: -6078638.000000 Penalty: 1052.983887
	Iteration 13Q: 3 clusters Score -6078638 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 86415 members 
Entering Unmasked Estep 
Score: -6078706.000000 Penalty: 1052.983887
	Iteration 14Q: 3 clusters Score -6078706 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 87087 members 
Entering Unmasked Estep 
Score: -6078833.000000 Penalty: 1052.983887
	Iteration 15Q: 3 clusters Score -6078833 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -6078915.500000 Penalty: 1052.983887
	Iteration 16Q: 3 clusters Score -6078916 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -6079085.500000 Penalty: 1052.983887
	Iteration 17Q: 3 clusters Score -6079086 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 89176 members 
Entering Unmasked Estep 
Score: -6079225.000000 Penalty: 1052.983887
	Iteration 18Q: 3 clusters Score -6079225 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 89853 members 
Entering Unmasked Estep 
Score: -6079379.000000 Penalty: 1052.983887
	Iteration 19Q: 3 clusters Score -6079379 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 90504 members 
Entering Unmasked Estep 
Score: -6079553.500000 Penalty: 1052.983887
	Iteration 20F: 3 clusters Score -6079554 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -6079728.500000 Penalty: 1052.983887
	Iteration 21Q: 3 clusters Score -6079728 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 91881 members 
Entering Unmasked Estep 
Score: -6079840.000000 Penalty: 1052.983887
	Iteration 22Q: 3 clusters Score -6079840 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -6080025.000000 Penalty: 1052.983887
	Iteration 23Q: 3 clusters Score -6080025 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 93130 members 
Entering Unmasked Estep 
Score: -6080237.500000 Penalty: 1052.983887
	Iteration 24Q: 3 clusters Score -6080238 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -6080580.000000 Penalty: 1052.983887
	Iteration 25Q: 3 clusters Score -6080580 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 94351 members 
Entering Unmasked Estep 
Score: -6080814.500000 Penalty: 1052.983887
	Iteration 26Q: 3 clusters Score -6080814 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 94973 members 
Entering Unmasked Estep 
Score: -6081101.000000 Penalty: 1052.983887
	Iteration 27Q: 3 clusters Score -6081101 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 95573 members 
Entering Unmasked Estep 
Score: -6081408.000000 Penalty: 1052.983887
	Iteration 28Q: 3 clusters Score -6081408 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 96136 members 
Entering Unmasked Estep 
Score: -6081723.000000 Penalty: 1052.983887
	Iteration 29Q: 3 clusters Score -6081723 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 96710 members 
Entering Unmasked Estep 
Score: -6082085.000000 Penalty: 1052.983887
	Iteration 30Q: 3 clusters Score -6082085 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 97252 members 
Entering Unmasked Estep 
Score: -6082378.500000 Penalty: 1052.983887
	Iteration 31Q: 3 clusters Score -6082378 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 97736 members 
Entering Unmasked Estep 
Score: -6082712.000000 Penalty: 1052.983887
	Iteration 32Q: 3 clusters Score -6082712 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -6083040.500000 Penalty: 1052.983887
	Iteration 33Q: 3 clusters Score -6083040 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 98665 members 
Entering Unmasked Estep 
Score: -6083332.500000 Penalty: 1052.983887
	Iteration 34Q: 3 clusters Score -6083332 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -6083666.000000 Penalty: 1052.983887
	Iteration 35Q: 3 clusters Score -6083666 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 99486 members 
Entering Unmasked Estep 
Score: -6083941.500000 Penalty: 1052.983887
	Iteration 36Q: 3 clusters Score -6083942 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 99834 members 
Entering Unmasked Estep 
Score: -6084173.000000 Penalty: 1052.983887
	Iteration 37Q: 3 clusters Score -6084173 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 100165 members 
Entering Unmasked Estep 
Score: -6084405.000000 Penalty: 1052.983887
	Iteration 38Q: 3 clusters Score -6084405 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -6084552.500000 Penalty: 1052.983887
	Iteration 39Q: 3 clusters Score -6084552 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -6084733.500000 Penalty: 1052.983887
	Iteration 40F: 3 clusters Score -6084734 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -6084937.500000 Penalty: 1052.983887
	Iteration 41Q: 3 clusters Score -6084938 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 101276 members 
Entering Unmasked Estep 
Score: -6085133.000000 Penalty: 1052.983887
	Iteration 42Q: 3 clusters Score -6085133 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 101525 members 
Entering Unmasked Estep 
Score: -6085293.000000 Penalty: 1052.983887
	Iteration 43Q: 3 clusters Score -6085293 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 101740 members 
Entering Unmasked Estep 
Score: -6085448.500000 Penalty: 1052.983887
	Iteration 44Q: 3 clusters Score -6085448 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 101946 members 
Entering Unmasked Estep 
Score: -6085616.500000 Penalty: 1052.983887
	Iteration 45Q: 3 clusters Score -6085616 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 102154 members 
Entering Unmasked Estep 
Score: -6085785.000000 Penalty: 1052.983887
	Iteration 46Q: 3 clusters Score -6085785 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 102343 members 
Entering Unmasked Estep 
Score: -6085917.000000 Penalty: 1052.983887
	Iteration 47Q: 3 clusters Score -6085917 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 102510 members 
Entering Unmasked Estep 
Score: -6086038.500000 Penalty: 1052.983887
	Iteration 48Q: 3 clusters Score -6086038 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 102651 members 
Entering Unmasked Estep 
Score: -6086166.500000 Penalty: 1052.983887
	Iteration 49Q: 3 clusters Score -6086166 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 102789 members 
Entering Unmasked Estep 
Score: -6086258.000000 Penalty: 1052.983887
	Iteration 50Q: 3 clusters Score -6086258 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 102898 members 
Entering Unmasked Estep 
Score: -6086327.500000 Penalty: 1052.983887
	Iteration 51Q: 3 clusters Score -6086328 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 103007 members 
Entering Unmasked Estep 
Score: -6086398.500000 Penalty: 1052.983887
	Iteration 52Q: 3 clusters Score -6086398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 103096 members 
Entering Unmasked Estep 
Score: -6086461.500000 Penalty: 1052.983887
	Iteration 53Q: 3 clusters Score -6086462 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 103179 members 
Entering Unmasked Estep 
Score: -6086528.000000 Penalty: 1052.983887
	Iteration 54Q: 3 clusters Score -6086528 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 103248 members 
Entering Unmasked Estep 
Score: -6086546.000000 Penalty: 1052.983887
	Iteration 55Q: 3 clusters Score -6086546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 103290 members 
Entering Unmasked Estep 
Score: -6086552.500000 Penalty: 1052.983887
	Iteration 56Q: 3 clusters Score -6086552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 103329 members 
Entering Unmasked Estep 
Score: -6086565.000000 Penalty: 1052.983887
	Iteration 57Q: 3 clusters Score -6086565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 103363 members 
Entering Unmasked Estep 
Score: -6086564.000000 Penalty: 1052.983887
	Iteration 58Q: 3 clusters Score -6086564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 103397 members 
Entering Unmasked Estep 
Score: -6086584.000000 Penalty: 1052.983887
	Iteration 59Q: 3 clusters Score -6086584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 103419 members 
Entering Unmasked Estep 
Score: -6086584.500000 Penalty: 1052.983887
	Iteration 60F: 3 clusters Score -6086584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -6086593.000000 Penalty: 1052.983887
	Iteration 61Q: 3 clusters Score -6086593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 103457 members 
Entering Unmasked Estep 
Score: -6086607.000000 Penalty: 1052.983887
	Iteration 62Q: 3 clusters Score -6086607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 103476 members 
Entering Unmasked Estep 
Score: -6086620.000000 Penalty: 1052.983887
	Iteration 63Q: 3 clusters Score -6086620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 103496 members 
Entering Unmasked Estep 
Score: -6086624.500000 Penalty: 1052.983887
	Iteration 64Q: 3 clusters Score -6086624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -6086628.500000 Penalty: 1052.983887
	Iteration 65Q: 3 clusters Score -6086628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -6086645.500000 Penalty: 1052.983887
	Iteration 66Q: 3 clusters Score -6086646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 103536 members 
Entering Unmasked Estep 
Score: -6086653.000000 Penalty: 1052.983887
	Iteration 67Q: 3 clusters Score -6086653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -6086646.000000 Penalty: 1052.983887
	Iteration 68Q: 3 clusters Score -6086646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 103552 members 
Entering Unmasked Estep 
Score: -6086640.000000 Penalty: 1052.983887
	Iteration 69Q: 3 clusters Score -6086640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 103557 members 
Entering Unmasked Estep 
Score: -6086646.000000 Penalty: 1052.983887
	Iteration 70Q: 3 clusters Score -6086646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 103562 members 
Entering Unmasked Estep 
Score: -6086641.500000 Penalty: 1052.983887
	Iteration 71Q: 3 clusters Score -6086642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 103563 members 
Entering Unmasked Estep 
Score: -6086642.000000 Penalty: 1052.983887
	Iteration 72Q: 3 clusters Score -6086642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 103565 members 
Entering Unmasked Estep 
Score: -6086641.000000 Penalty: 1052.983887
	Iteration 73Q: 3 clusters Score -6086641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 103565 members 
Entering Unmasked Estep 
Score: -6086641.000000 Penalty: 1052.983887
	Iteration 74F: 3 clusters Score -6086641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 150 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 1391 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 1112 members 
Mstep: Class 19 contains 37731 members 
Mstep: Class 20 contains 9987 members 
Mstep: Class 21 contains 60 members 
Mstep: Class 22 contains 625 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 103565 members 
Entering Unmasked Estep 
Score: -10121817.000000 Penalty: 14371.039062
Splitting cluster 14 changes total score from -10113109.000000 to -10121817.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -145010.171875 Penalty: 362.131165
	Iteration 0F: 2 clusters Score -145010.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -143039.250000 Penalty: 724.262329
	Iteration 0F: 3 clusters Score -143039.2 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -143962.562500 Penalty: 724.262329
	Iteration 1F: 3 clusters Score -143962.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -144227.171875 Penalty: 724.262329
	Iteration 2F: 3 clusters Score -144227.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -144394.828125 Penalty: 724.262329
	Iteration 3F: 3 clusters Score -144394.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -144511.031250 Penalty: 724.262329
	Iteration 4F: 3 clusters Score -144511 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -144578.468750 Penalty: 724.262329
	Iteration 5Q: 3 clusters Score -144578.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -144625.234375 Penalty: 724.262329
	Iteration 6Q: 3 clusters Score -144625.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -144650.890625 Penalty: 724.262329
	Iteration 7Q: 3 clusters Score -144650.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -144667.859375 Penalty: 724.262329
	Iteration 8Q: 3 clusters Score -144667.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -144673.421875 Penalty: 724.262329
	Iteration 9Q: 3 clusters Score -144673.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -144679.140625 Penalty: 724.262329
	Iteration 10Q: 3 clusters Score -144679.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -144680.781250 Penalty: 724.262329
	Iteration 11Q: 3 clusters Score -144680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -144681.593750 Penalty: 724.262329
	Iteration 12Q: 3 clusters Score -144681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -144682.093750 Penalty: 724.262329
	Iteration 13Q: 3 clusters Score -144682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -144683.234375 Penalty: 724.262329
	Iteration 14Q: 3 clusters Score -144683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -144684.343750 Penalty: 724.262329
	Iteration 15Q: 3 clusters Score -144684.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -144686.250000 Penalty: 724.262329
	Iteration 16Q: 3 clusters Score -144686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -144688.515625 Penalty: 724.262329
	Iteration 17Q: 3 clusters Score -144688.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -144690.890625 Penalty: 724.262329
	Iteration 18Q: 3 clusters Score -144690.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -144691.703125 Penalty: 724.262329
	Iteration 19Q: 3 clusters Score -144691.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -144691.906250 Penalty: 724.262329
	Iteration 20F: 3 clusters Score -144691.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -144692.171875 Penalty: 724.262329
	Iteration 21Q: 3 clusters Score -144692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -144692.500000 Penalty: 724.262329
	Iteration 22Q: 3 clusters Score -144692.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -144692.500000 Penalty: 724.262329
	Iteration 23F: 3 clusters Score -144692.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -14988.784180 Penalty: 260.274170
	Iteration 0F: 2 clusters Score -14988.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14616.309570 Penalty: 520.548340
	Iteration 0F: 3 clusters Score -14616.31 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14680.720703 Penalty: 520.548340
	Iteration 1F: 3 clusters Score -14680.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14700.784180 Penalty: 520.548340
	Iteration 2F: 3 clusters Score -14700.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14712.113281 Penalty: 520.548340
	Iteration 3Q: 3 clusters Score -14712.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14715.650391 Penalty: 520.548340
	Iteration 4Q: 3 clusters Score -14715.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14717.312500 Penalty: 520.548340
	Iteration 5Q: 3 clusters Score -14717.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14718.045898 Penalty: 520.548340
	Iteration 6Q: 3 clusters Score -14718.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14718.649414 Penalty: 520.548340
	Iteration 7Q: 3 clusters Score -14718.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14719.732422 Penalty: 520.548340
	Iteration 8Q: 3 clusters Score -14719.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14720.009766 Penalty: 520.548340
	Iteration 9Q: 3 clusters Score -14720.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14720.394531 Penalty: 520.548340
	Iteration 10Q: 3 clusters Score -14720.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14720.394531 Penalty: 520.548340
	Iteration 11F: 3 clusters Score -14720.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -49725.890625 Penalty: 319.133148
	Iteration 0F: 2 clusters Score -49725.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -48877.386719 Penalty: 638.266296
	Iteration 0F: 3 clusters Score -48877.39 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -49401.929688 Penalty: 638.266296
	Iteration 1F: 3 clusters Score -49401.93 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -49683.609375 Penalty: 638.266296
	Iteration 2F: 3 clusters Score -49683.61 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -49834.433594 Penalty: 638.266296
	Iteration 3F: 3 clusters Score -49834.43 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -49932.738281 Penalty: 638.266296
	Iteration 4F: 3 clusters Score -49932.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -50027.691406 Penalty: 638.266296
	Iteration 5Q: 3 clusters Score -50027.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -50064.695312 Penalty: 638.266296
	Iteration 6Q: 3 clusters Score -50064.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -50107.128906 Penalty: 638.266296
	Iteration 7Q: 3 clusters Score -50107.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -50174.804688 Penalty: 638.266296
	Iteration 8Q: 3 clusters Score -50174.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -50246.363281 Penalty: 638.266296
	Iteration 9Q: 3 clusters Score -50246.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -50307.710938 Penalty: 638.266296
	Iteration 10Q: 3 clusters Score -50307.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -50392.167969 Penalty: 638.266296
	Iteration 11Q: 3 clusters Score -50392.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -50432.695312 Penalty: 638.266296
	Iteration 12Q: 3 clusters Score -50432.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -50435.687500 Penalty: 638.266296
	Iteration 13Q: 3 clusters Score -50435.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -50442.023438 Penalty: 638.266296
	Iteration 14Q: 3 clusters Score -50442.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -50445.234375 Penalty: 638.266296
	Iteration 15Q: 3 clusters Score -50445.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -50444.683594 Penalty: 638.266296
	Iteration 16Q: 3 clusters Score -50444.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -50451.199219 Penalty: 638.266296
	Iteration 17Q: 3 clusters Score -50451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -50453.132812 Penalty: 638.266296
	Iteration 18Q: 3 clusters Score -50453.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -50451.132812 Penalty: 638.266296
	Iteration 19Q: 3 clusters Score -50451.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -50469.664062 Penalty: 638.266296
	Iteration 20F: 3 clusters Score -50469.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -50477.625000 Penalty: 638.266296
	Iteration 21Q: 3 clusters Score -50477.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -50474.800781 Penalty: 638.266296
	Iteration 22Q: 3 clusters Score -50474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -50475.484375 Penalty: 638.266296
	Iteration 23Q: 3 clusters Score -50475.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -50478.386719 Penalty: 638.266296
	Iteration 24Q: 3 clusters Score -50478.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -50476.062500 Penalty: 638.266296
	Iteration 25Q: 3 clusters Score -50476.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -50476.671875 Penalty: 638.266296
	Iteration 26Q: 3 clusters Score -50476.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -50476.671875 Penalty: 638.266296
	Iteration 27F: 3 clusters Score -50476.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 150 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 1391 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 512 members 
Mstep: Class 19 contains 37731 members 
Mstep: Class 20 contains 9987 members 
Mstep: Class 21 contains 60 members 
Mstep: Class 22 contains 625 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 103565 members 
Mstep: Class 27 contains 600 members 
Entering Unmasked Estep 
Score: -10122338.000000 Penalty: 14923.770508
Splitting cluster 18 changes total score from -10113109.000000 to -10122338.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (37731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Entering Unmasked Estep 
Score: -2022533.000000 Penalty: 479.489807
	Iteration 0F: 2 clusters Score -2022533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -1997340.500000 Penalty: 958.979614
	Iteration 0F: 3 clusters Score -1997340 nChanged 18039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2008193.500000 Penalty: 958.979614
	Iteration 1F: 3 clusters Score -2008194 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -2009035.750000 Penalty: 958.979614
	Iteration 2F: 3 clusters Score -2009036 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -2010529.000000 Penalty: 958.979614
	Iteration 3F: 3 clusters Score -2010529 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -2012955.500000 Penalty: 958.979614
	Iteration 4F: 3 clusters Score -2012956 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -2016334.875000 Penalty: 958.979614
	Iteration 5F: 3 clusters Score -2016335 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -2019633.500000 Penalty: 958.979614
	Iteration 6F: 3 clusters Score -2019634 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -2021457.500000 Penalty: 958.979614
	Iteration 7Q: 3 clusters Score -2021458 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -2021989.875000 Penalty: 958.979614
	Iteration 8Q: 3 clusters Score -2021990 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -2022083.250000 Penalty: 958.979614
	Iteration 9Q: 3 clusters Score -2022083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -2022102.750000 Penalty: 958.979614
	Iteration 10Q: 3 clusters Score -2022103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -2022111.875000 Penalty: 958.979614
	Iteration 11Q: 3 clusters Score -2022112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -2022111.625000 Penalty: 958.979614
	Iteration 12Q: 3 clusters Score -2022112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -2022111.625000 Penalty: 958.979614
	Iteration 13F: 3 clusters Score -2022112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Entering Unmasked Estep 
Score: -499796.531250 Penalty: 419.011292
	Iteration 0F: 2 clusters Score -499796.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -493186.093750 Penalty: 838.022583
	Iteration 0F: 3 clusters Score -493186.1 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -497132.218750 Penalty: 838.022583
	Iteration 1F: 3 clusters Score -497132.2 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -498114.718750 Penalty: 838.022583
	Iteration 2F: 3 clusters Score -498114.7 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -498713.875000 Penalty: 838.022583
	Iteration 3F: 3 clusters Score -498713.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -499147.250000 Penalty: 838.022583
	Iteration 4F: 3 clusters Score -499147.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -499542.593750 Penalty: 838.022583
	Iteration 5F: 3 clusters Score -499542.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -499913.093750 Penalty: 838.022583
	Iteration 6F: 3 clusters Score -499913.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -500210.781250 Penalty: 838.022583
	Iteration 7Q: 3 clusters Score -500210.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -500432.750000 Penalty: 838.022583
	Iteration 8Q: 3 clusters Score -500432.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -500640.281250 Penalty: 838.022583
	Iteration 9Q: 3 clusters Score -500640.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -500842.031250 Penalty: 838.022583
	Iteration 10Q: 3 clusters Score -500842 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -501002.062500 Penalty: 838.022583
	Iteration 11Q: 3 clusters Score -501002.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -501120.718750 Penalty: 838.022583
	Iteration 12Q: 3 clusters Score -501120.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -501189.062500 Penalty: 838.022583
	Iteration 13Q: 3 clusters Score -501189.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -501223.656250 Penalty: 838.022583
	Iteration 14Q: 3 clusters Score -501223.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -501241.375000 Penalty: 838.022583
	Iteration 15Q: 3 clusters Score -501241.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -501250.281250 Penalty: 838.022583
	Iteration 16Q: 3 clusters Score -501250.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -501254.656250 Penalty: 838.022583
	Iteration 17Q: 3 clusters Score -501254.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -501257.500000 Penalty: 838.022583
	Iteration 18Q: 3 clusters Score -501257.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -501260.250000 Penalty: 838.022583
	Iteration 19Q: 3 clusters Score -501260.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -501260.093750 Penalty: 838.022583
	Iteration 20F: 3 clusters Score -501260.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -501262.000000 Penalty: 838.022583
	Iteration 21Q: 3 clusters Score -501262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -501264.812500 Penalty: 838.022583
	Iteration 22Q: 3 clusters Score -501264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -501264.437500 Penalty: 838.022583
	Iteration 23Q: 3 clusters Score -501264.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -501267.593750 Penalty: 838.022583
	Iteration 24Q: 3 clusters Score -501267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -501267.562500 Penalty: 838.022583
	Iteration 25Q: 3 clusters Score -501267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -501267.375000 Penalty: 838.022583
	Iteration 26Q: 3 clusters Score -501267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -501268.468750 Penalty: 838.022583
	Iteration 27Q: 3 clusters Score -501268.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -501271.593750 Penalty: 838.022583
	Iteration 28Q: 3 clusters Score -501271.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -501273.093750 Penalty: 838.022583
	Iteration 29Q: 3 clusters Score -501273.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -501275.656250 Penalty: 838.022583
	Iteration 30Q: 3 clusters Score -501275.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -501281.687500 Penalty: 838.022583
	Iteration 31Q: 3 clusters Score -501281.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -501287.625000 Penalty: 838.022583
	Iteration 32Q: 3 clusters Score -501287.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -501289.656250 Penalty: 838.022583
	Iteration 33Q: 3 clusters Score -501289.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -501297.031250 Penalty: 838.022583
	Iteration 34Q: 3 clusters Score -501297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -501302.500000 Penalty: 838.022583
	Iteration 35Q: 3 clusters Score -501302.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -501303.187500 Penalty: 838.022583
	Iteration 36Q: 3 clusters Score -501303.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -501305.781250 Penalty: 838.022583
	Iteration 37Q: 3 clusters Score -501305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -501306.843750 Penalty: 838.022583
	Iteration 38Q: 3 clusters Score -501306.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -501306.812500 Penalty: 838.022583
	Iteration 39Q: 3 clusters Score -501306.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -501306.937500 Penalty: 838.022583
	Iteration 40F: 3 clusters Score -501306.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -501309.187500 Penalty: 838.022583
	Iteration 41Q: 3 clusters Score -501309.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -501309.562500 Penalty: 838.022583
	Iteration 42Q: 3 clusters Score -501309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -501310.562500 Penalty: 838.022583
	Iteration 43Q: 3 clusters Score -501310.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -501312.468750 Penalty: 838.022583
	Iteration 44Q: 3 clusters Score -501312.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -501310.500000 Penalty: 838.022583
	Iteration 45Q: 3 clusters Score -501310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -501312.093750 Penalty: 838.022583
	Iteration 46Q: 3 clusters Score -501312.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -501311.500000 Penalty: 838.022583
	Iteration 47Q: 3 clusters Score -501311.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -501311.718750 Penalty: 838.022583
	Iteration 48Q: 3 clusters Score -501311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -501312.750000 Penalty: 838.022583
	Iteration 49Q: 3 clusters Score -501312.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -501311.843750 Penalty: 838.022583
	Iteration 50Q: 3 clusters Score -501311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -501312.031250 Penalty: 838.022583
	Iteration 51Q: 3 clusters Score -501312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -501312.031250 Penalty: 838.022583
	Iteration 52F: 3 clusters Score -501312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 150 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 1391 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 512 members 
Mstep: Class 19 contains 37731 members 
Mstep: Class 20 contains 8870 members 
Mstep: Class 21 contains 60 members 
Mstep: Class 22 contains 625 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 103565 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 1117 members 
Entering Unmasked Estep 
Score: -10123748.000000 Penalty: 15476.502930
Splitting cluster 20 changes total score from -10113109.000000 to -10123748.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 150 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 9 contains 1391 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 18 contains 512 members 
Mstep: Class 19 contains 37731 members 
Mstep: Class 20 contains 8870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126054.000000 Penalty: 15476.502930
Iteration 39Q: 29 clusters Score -1.012605e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 781 members 
Mstep: Class 3 contains 6759 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 619 members 
Mstep: Class 6 contains 161 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 8 contains 579 members 
Mstep: Class 9 contains 1437 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 136 members 
Mstep: Class 12 contains 539 members 
Mstep: Class 13 contains 766 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 37882 members 
Mstep: Class 20 contains 8793 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 595 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 102952 members 
Mstep: Class 27 contains 645 members 
Mstep: Class 28 contains 1049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10128793.000000 Penalty: 15476.502930
Iteration 40F: 29 clusters Score -1.012879e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 734 members 
Mstep: Class 3 contains 6871 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 165 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 8 contains 559 members 
Mstep: Class 9 contains 1451 members 
Mstep: Class 10 contains 3819 members 
Mstep: Class 11 contains 136 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 768 members 
Mstep: Class 14 contains 2810 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 37801 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 475 members 
Mstep: Class 24 contains 656 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 102748 members 
Mstep: Class 27 contains 745 members 
Mstep: Class 28 contains 1020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10129938.000000 Penalty: 15476.502930
Iteration 41Q: 29 clusters Score -1.012994e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 695 members 
Mstep: Class 3 contains 6941 members 
Mstep: Class 4 contains 439 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 167 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 1451 members 
Mstep: Class 10 contains 3839 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 588 members 
Mstep: Class 13 contains 766 members 
Mstep: Class 14 contains 2906 members 
Mstep: Class 15 contains 2827 members 
Mstep: Class 16 contains 317 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 37738 members 
Mstep: Class 20 contains 8569 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 493 members 
Mstep: Class 24 contains 660 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 102606 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130414.000000 Penalty: 15476.502930
Iteration 42Q: 29 clusters Score -1.013041e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 670 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 167 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 3854 members 
Mstep: Class 11 contains 135 members 
Mstep: Class 12 contains 616 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 2974 members 
Mstep: Class 15 contains 2827 members 
Mstep: Class 16 contains 326 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 37686 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 595 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 102537 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130774.000000 Penalty: 15476.502930
Iteration 43Q: 29 clusters Score -1.013077e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 6991 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 167 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 1451 members 
Mstep: Class 10 contains 3860 members 
Mstep: Class 11 contains 135 members 
Mstep: Class 12 contains 655 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 14 contains 3013 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 16 contains 332 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 37653 members 
Mstep: Class 20 contains 8451 members 
Mstep: Class 21 contains 213 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 547 members 
Mstep: Class 24 contains 665 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 102510 members 
Mstep: Class 27 contains 869 members 
Mstep: Class 28 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131076.000000 Penalty: 15476.502930
Iteration 44Q: 29 clusters Score -1.013108e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 7005 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 620 members 
Mstep: Class 6 contains 167 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 453 members 
Mstep: Class 9 contains 1453 members 
Mstep: Class 10 contains 3858 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 3040 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 37616 members 
Mstep: Class 20 contains 8396 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 102500 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131293.000000 Penalty: 15476.502930
Iteration 45Q: 29 clusters Score -1.013129e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 605 members 
Mstep: Class 3 contains 7014 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 167 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 3859 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 3062 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 548 members 
Mstep: Class 19 contains 37588 members 
Mstep: Class 20 contains 8362 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 596 members 
Mstep: Class 24 contains 665 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 102484 members 
Mstep: Class 27 contains 907 members 
Mstep: Class 28 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131389.000000 Penalty: 15476.502930
Iteration 46Q: 29 clusters Score -1.013139e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 167 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 3084 members 
Mstep: Class 15 contains 2866 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 37561 members 
Mstep: Class 20 contains 8334 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 609 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 102472 members 
Mstep: Class 27 contains 917 members 
Mstep: Class 28 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131525.000000 Penalty: 15476.502930
Iteration 47Q: 29 clusters Score -1.013152e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 498 members 
Mstep: Class 5 contains 620 members 
Mstep: Class 6 contains 167 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 424 members 
Mstep: Class 9 contains 1467 members 
Mstep: Class 10 contains 3858 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 3099 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 360 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 37549 members 
Mstep: Class 20 contains 8319 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 102467 members 
Mstep: Class 27 contains 920 members 
Mstep: Class 28 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131565.000000 Penalty: 15476.502930
Iteration 48Q: 29 clusters Score -1.013156e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 7021 members 
Mstep: Class 4 contains 505 members 
Mstep: Class 5 contains 618 members 
Mstep: Class 6 contains 167 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 3855 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 773 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 3111 members 
Mstep: Class 15 contains 2867 members 
Mstep: Class 16 contains 365 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 573 members 
Mstep: Class 19 contains 37544 members 
Mstep: Class 20 contains 8300 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 616 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 102463 members 
Mstep: Class 27 contains 926 members 
Mstep: Class 28 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131611.000000 Penalty: 15476.502930
Iteration 49Q: 29 clusters Score -1.013161e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 582 members 
Mstep: Class 3 contains 7014 members 
Mstep: Class 4 contains 513 members 
Mstep: Class 5 contains 616 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 3855 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 3124 members 
Mstep: Class 15 contains 2866 members 
Mstep: Class 16 contains 368 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 37539 members 
Mstep: Class 20 contains 8283 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 608 members 
Mstep: Class 23 contains 620 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 102460 members 
Mstep: Class 27 contains 933 members 
Mstep: Class 28 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131678.000000 Penalty: 15476.502930
Iteration 50Q: 29 clusters Score -1.013168e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 518 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 1488 members 
Mstep: Class 10 contains 3856 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 3130 members 
Mstep: Class 15 contains 2864 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 37533 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 218 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 628 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 102458 members 
Mstep: Class 27 contains 933 members 
Mstep: Class 28 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131752.000000 Penalty: 15476.502930
Iteration 51Q: 29 clusters Score -1.013175e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 578 members 
Mstep: Class 3 contains 7003 members 
Mstep: Class 4 contains 522 members 
Mstep: Class 5 contains 613 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 1493 members 
Mstep: Class 10 contains 3858 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 834 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 3131 members 
Mstep: Class 15 contains 2863 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 37531 members 
Mstep: Class 20 contains 8242 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 636 members 
Mstep: Class 24 contains 665 members 
Mstep: Class 25 contains 737 members 
Mstep: Class 26 contains 102456 members 
Mstep: Class 27 contains 928 members 
Mstep: Class 28 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131875.000000 Penalty: 15476.502930
Iteration 52Q: 29 clusters Score -1.013188e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 7002 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 613 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 411 members 
Mstep: Class 9 contains 1496 members 
Mstep: Class 10 contains 3858 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 3136 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 636 members 
Mstep: Class 19 contains 37529 members 
Mstep: Class 20 contains 8228 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 665 members 
Mstep: Class 25 contains 729 members 
Mstep: Class 26 contains 102451 members 
Mstep: Class 27 contains 918 members 
Mstep: Class 28 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131928.000000 Penalty: 15476.502930
Iteration 53Q: 29 clusters Score -1.013193e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 565 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 1499 members 
Mstep: Class 10 contains 3854 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 3141 members 
Mstep: Class 15 contains 2865 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 37530 members 
Mstep: Class 20 contains 8213 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 653 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 722 members 
Mstep: Class 26 contains 102446 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132038.000000 Penalty: 15476.502930
Iteration 54Q: 29 clusters Score -1.013204e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 564 members 
Mstep: Class 3 contains 6995 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 1502 members 
Mstep: Class 10 contains 3852 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 3142 members 
Mstep: Class 15 contains 2867 members 
Mstep: Class 16 contains 382 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 37533 members 
Mstep: Class 20 contains 8190 members 
Mstep: Class 21 contains 224 members 
Mstep: Class 22 contains 605 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 703 members 
Mstep: Class 26 contains 102444 members 
Mstep: Class 27 contains 922 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132093.000000 Penalty: 15476.502930
Iteration 55Q: 29 clusters Score -1.013209e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 616 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 1503 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 3143 members 
Mstep: Class 15 contains 2868 members 
Mstep: Class 16 contains 385 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 655 members 
Mstep: Class 19 contains 37536 members 
Mstep: Class 20 contains 8177 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 102441 members 
Mstep: Class 27 contains 939 members 
Mstep: Class 28 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132132.000000 Penalty: 15476.502930
Iteration 56Q: 29 clusters Score -1.013213e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6991 members 
Mstep: Class 4 contains 522 members 
Mstep: Class 5 contains 617 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 1501 members 
Mstep: Class 10 contains 3846 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 900 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 659 members 
Mstep: Class 19 contains 37543 members 
Mstep: Class 20 contains 8179 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 102439 members 
Mstep: Class 27 contains 945 members 
Mstep: Class 28 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132171.000000 Penalty: 15476.502930
Iteration 57Q: 29 clusters Score -1.013217e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 6988 members 
Mstep: Class 4 contains 521 members 
Mstep: Class 5 contains 620 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 8 contains 411 members 
Mstep: Class 9 contains 1500 members 
Mstep: Class 10 contains 3847 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2868 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 37545 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 595 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 687 members 
Mstep: Class 26 contains 102436 members 
Mstep: Class 27 contains 954 members 
Mstep: Class 28 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132230.000000 Penalty: 15476.502930
Iteration 58Q: 29 clusters Score -1.013223e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 621 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 1505 members 
Mstep: Class 10 contains 3847 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 920 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2867 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 667 members 
Mstep: Class 19 contains 37544 members 
Mstep: Class 20 contains 8161 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 102435 members 
Mstep: Class 27 contains 958 members 
Mstep: Class 28 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132295.000000 Penalty: 15476.502930
Iteration 59Q: 29 clusters Score -1.01323e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 532 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 1510 members 
Mstep: Class 10 contains 3847 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 933 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2868 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 672 members 
Mstep: Class 19 contains 37543 members 
Mstep: Class 20 contains 8152 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 589 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 102434 members 
Mstep: Class 27 contains 962 members 
Mstep: Class 28 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132445.000000 Penalty: 15476.502930
Iteration 60F: 29 clusters Score -1.013244e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 520 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 1509 members 
Mstep: Class 10 contains 3845 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 939 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2868 members 
Mstep: Class 16 contains 401 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 672 members 
Mstep: Class 19 contains 37541 members 
Mstep: Class 20 contains 8123 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 589 members 
Mstep: Class 23 contains 691 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 664 members 
Mstep: Class 26 contains 102433 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132594.000000 Penalty: 15476.502930
Iteration 61Q: 29 clusters Score -1.013259e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 514 members 
Mstep: Class 3 contains 6981 members 
Mstep: Class 4 contains 514 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 1512 members 
Mstep: Class 10 contains 3842 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 936 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2867 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 676 members 
Mstep: Class 19 contains 37541 members 
Mstep: Class 20 contains 8093 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 590 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 676 members 
Mstep: Class 25 contains 655 members 
Mstep: Class 26 contains 102432 members 
Mstep: Class 27 contains 1009 members 
Mstep: Class 28 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132769.000000 Penalty: 15476.502930
Iteration 62Q: 29 clusters Score -1.013277e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 618 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 1515 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 944 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2864 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 680 members 
Mstep: Class 19 contains 37541 members 
Mstep: Class 20 contains 8073 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 590 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 677 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 102428 members 
Mstep: Class 27 contains 1029 members 
Mstep: Class 28 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132878.000000 Penalty: 15476.502930
Iteration 63Q: 29 clusters Score -1.013288e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 6981 members 
Mstep: Class 4 contains 513 members 
Mstep: Class 5 contains 617 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 3845 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 955 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2865 members 
Mstep: Class 16 contains 403 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 686 members 
Mstep: Class 19 contains 37544 members 
Mstep: Class 20 contains 8057 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 719 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 631 members 
Mstep: Class 26 contains 102424 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132947.000000 Penalty: 15476.502930
Iteration 64Q: 29 clusters Score -1.013295e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 515 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 3847 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2867 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 37544 members 
Mstep: Class 20 contains 8056 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 595 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 619 members 
Mstep: Class 26 contains 102421 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132988.000000 Penalty: 15476.502930
Iteration 65Q: 29 clusters Score -1.013299e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 524 members 
Mstep: Class 5 contains 606 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 973 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2866 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 37548 members 
Mstep: Class 20 contains 8058 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 595 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 102421 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133053.000000 Penalty: 15476.502930
Iteration 66Q: 29 clusters Score -1.013305e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 509 members 
Mstep: Class 3 contains 6974 members 
Mstep: Class 4 contains 532 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 1526 members 
Mstep: Class 10 contains 3851 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2865 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 700 members 
Mstep: Class 19 contains 37546 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 595 members 
Mstep: Class 23 contains 731 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 102421 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133065.000000 Penalty: 15476.502930
Iteration 67Q: 29 clusters Score -1.013306e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 6974 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 1532 members 
Mstep: Class 10 contains 3853 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 983 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 710 members 
Mstep: Class 19 contains 37543 members 
Mstep: Class 20 contains 8039 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 594 members 
Mstep: Class 23 contains 732 members 
Mstep: Class 24 contains 683 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 102420 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133100.000000 Penalty: 15476.502930
Iteration 68Q: 29 clusters Score -1.01331e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 6972 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1256 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 1538 members 
Mstep: Class 10 contains 3854 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 985 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 724 members 
Mstep: Class 19 contains 37546 members 
Mstep: Class 20 contains 8027 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 594 members 
Mstep: Class 23 contains 734 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 102417 members 
Mstep: Class 27 contains 1029 members 
Mstep: Class 28 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133161.000000 Penalty: 15476.502930
Iteration 69Q: 29 clusters Score -1.013316e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 6968 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 3859 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 984 members 
Mstep: Class 13 contains 743 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 401 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 745 members 
Mstep: Class 19 contains 37547 members 
Mstep: Class 20 contains 8014 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 594 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 102415 members 
Mstep: Class 27 contains 1017 members 
Mstep: Class 28 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133217.000000 Penalty: 15476.502930
Iteration 70Q: 29 clusters Score -1.013322e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 6966 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1259 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 981 members 
Mstep: Class 13 contains 742 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 403 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 760 members 
Mstep: Class 19 contains 37547 members 
Mstep: Class 20 contains 7999 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 594 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 102413 members 
Mstep: Class 27 contains 1010 members 
Mstep: Class 28 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133228.000000 Penalty: 15476.502930
Iteration 71Q: 29 clusters Score -1.013323e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 546 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1258 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 3868 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 978 members 
Mstep: Class 13 contains 739 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2860 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 769 members 
Mstep: Class 19 contains 37546 members 
Mstep: Class 20 contains 7991 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 102412 members 
Mstep: Class 27 contains 1015 members 
Mstep: Class 28 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133287.000000 Penalty: 15476.502930
Iteration 72Q: 29 clusters Score -1.013329e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1259 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 3875 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 976 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2860 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 774 members 
Mstep: Class 19 contains 37548 members 
Mstep: Class 20 contains 7983 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 683 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 102409 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133320.000000 Penalty: 15476.502930
Iteration 73Q: 29 clusters Score -1.013332e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 515 members 
Mstep: Class 3 contains 6949 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 3881 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2860 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 19 contains 37548 members 
Mstep: Class 20 contains 7976 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 590 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 683 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 102406 members 
Mstep: Class 27 contains 1021 members 
Mstep: Class 28 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133442.000000 Penalty: 15476.502930
Iteration 74Q: 29 clusters Score -1.013344e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 514 members 
Mstep: Class 3 contains 6940 members 
Mstep: Class 4 contains 588 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 1563 members 
Mstep: Class 10 contains 3891 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 976 members 
Mstep: Class 13 contains 701 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2860 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 37550 members 
Mstep: Class 20 contains 7964 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 684 members 
Mstep: Class 25 contains 578 members 
Mstep: Class 26 contains 102402 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133546.000000 Penalty: 15476.502930
Iteration 75Q: 29 clusters Score -1.013355e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 517 members 
Mstep: Class 3 contains 6930 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1265 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 3900 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 976 members 
Mstep: Class 13 contains 688 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 37556 members 
Mstep: Class 20 contains 7962 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 102397 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133576.000000 Penalty: 15476.502930
Iteration 76Q: 29 clusters Score -1.013358e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 519 members 
Mstep: Class 3 contains 6922 members 
Mstep: Class 4 contains 603 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 3913 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 977 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 406 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 37558 members 
Mstep: Class 20 contains 7958 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 572 members 
Mstep: Class 26 contains 102391 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133608.000000 Penalty: 15476.502930
Iteration 77Q: 29 clusters Score -1.013361e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 6912 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3925 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 978 members 
Mstep: Class 13 contains 669 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 404 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 37563 members 
Mstep: Class 20 contains 7951 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 102387 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133607.000000 Penalty: 15476.502930
Iteration 78Q: 29 clusters Score -1.013361e+07 nChanged 65
Entering ConstructFrom: 
Score: -10133607.000000 Penalty: 15476.502930
Entering ConstructFrom: 
Trying to split cluster 1 (10881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Entering Unmasked Estep 
Score: -620284.062500 Penalty: 422.912170
	Iteration 0F: 2 clusters Score -620284.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -613040.437500 Penalty: 845.824341
	Iteration 0F: 3 clusters Score -613040.4 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -616017.500000 Penalty: 845.824341
	Iteration 1F: 3 clusters Score -616017.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -616421.000000 Penalty: 845.824341
	Iteration 2F: 3 clusters Score -616421 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -616890.562500 Penalty: 845.824341
	Iteration 3F: 3 clusters Score -616890.6 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -617383.250000 Penalty: 845.824341
	Iteration 4F: 3 clusters Score -617383.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -617830.062500 Penalty: 845.824341
	Iteration 5F: 3 clusters Score -617830.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -618265.500000 Penalty: 845.824341
	Iteration 6F: 3 clusters Score -618265.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -618729.312500 Penalty: 845.824341
	Iteration 7F: 3 clusters Score -618729.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -619155.187500 Penalty: 845.824341
	Iteration 8Q: 3 clusters Score -619155.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -619479.125000 Penalty: 845.824341
	Iteration 9Q: 3 clusters Score -619479.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -619682.000000 Penalty: 845.824341
	Iteration 10Q: 3 clusters Score -619682 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -619832.625000 Penalty: 845.824341
	Iteration 11Q: 3 clusters Score -619832.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -619964.562500 Penalty: 845.824341
	Iteration 12Q: 3 clusters Score -619964.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -620083.562500 Penalty: 845.824341
	Iteration 13Q: 3 clusters Score -620083.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -620173.687500 Penalty: 845.824341
	Iteration 14Q: 3 clusters Score -620173.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -620244.125000 Penalty: 845.824341
	Iteration 15Q: 3 clusters Score -620244.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -620285.000000 Penalty: 845.824341
	Iteration 16Q: 3 clusters Score -620285 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -620304.750000 Penalty: 845.824341
	Iteration 17Q: 3 clusters Score -620304.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -620320.437500 Penalty: 845.824341
	Iteration 18Q: 3 clusters Score -620320.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -620332.375000 Penalty: 845.824341
	Iteration 19Q: 3 clusters Score -620332.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -620340.437500 Penalty: 845.824341
	Iteration 20F: 3 clusters Score -620340.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -620346.500000 Penalty: 845.824341
	Iteration 21Q: 3 clusters Score -620346.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -620350.687500 Penalty: 845.824341
	Iteration 22Q: 3 clusters Score -620350.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -620357.812500 Penalty: 845.824341
	Iteration 23Q: 3 clusters Score -620357.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -620362.562500 Penalty: 845.824341
	Iteration 24Q: 3 clusters Score -620362.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -620366.437500 Penalty: 845.824341
	Iteration 25Q: 3 clusters Score -620366.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -620372.625000 Penalty: 845.824341
	Iteration 26Q: 3 clusters Score -620372.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -620375.062500 Penalty: 845.824341
	Iteration 27Q: 3 clusters Score -620375.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -620379.062500 Penalty: 845.824341
	Iteration 28Q: 3 clusters Score -620379.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -620381.812500 Penalty: 845.824341
	Iteration 29Q: 3 clusters Score -620381.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -620382.875000 Penalty: 845.824341
	Iteration 30Q: 3 clusters Score -620382.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -620385.625000 Penalty: 845.824341
	Iteration 31Q: 3 clusters Score -620385.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -620384.812500 Penalty: 845.824341
	Iteration 32Q: 3 clusters Score -620384.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -620386.625000 Penalty: 845.824341
	Iteration 33Q: 3 clusters Score -620386.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -620388.062500 Penalty: 845.824341
	Iteration 34Q: 3 clusters Score -620388.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -620391.937500 Penalty: 845.824341
	Iteration 35Q: 3 clusters Score -620391.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -620395.750000 Penalty: 845.824341
	Iteration 36Q: 3 clusters Score -620395.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -620400.625000 Penalty: 845.824341
	Iteration 37Q: 3 clusters Score -620400.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -620407.125000 Penalty: 845.824341
	Iteration 38Q: 3 clusters Score -620407.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -620409.750000 Penalty: 845.824341
	Iteration 39Q: 3 clusters Score -620409.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -620417.687500 Penalty: 845.824341
	Iteration 40F: 3 clusters Score -620417.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -620422.812500 Penalty: 845.824341
	Iteration 41Q: 3 clusters Score -620422.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -620428.312500 Penalty: 845.824341
	Iteration 42Q: 3 clusters Score -620428.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -620432.812500 Penalty: 845.824341
	Iteration 43Q: 3 clusters Score -620432.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -620437.562500 Penalty: 845.824341
	Iteration 44Q: 3 clusters Score -620437.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -620439.312500 Penalty: 845.824341
	Iteration 45Q: 3 clusters Score -620439.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -620444.250000 Penalty: 845.824341
	Iteration 46Q: 3 clusters Score -620444.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -620448.312500 Penalty: 845.824341
	Iteration 47Q: 3 clusters Score -620448.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -620449.250000 Penalty: 845.824341
	Iteration 48Q: 3 clusters Score -620449.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -620453.187500 Penalty: 845.824341
	Iteration 49Q: 3 clusters Score -620453.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -620452.625000 Penalty: 845.824341
	Iteration 50Q: 3 clusters Score -620452.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -620453.812500 Penalty: 845.824341
	Iteration 51Q: 3 clusters Score -620453.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -620454.687500 Penalty: 845.824341
	Iteration 52Q: 3 clusters Score -620454.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -620452.937500 Penalty: 845.824341
	Iteration 53Q: 3 clusters Score -620452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -620453.000000 Penalty: 845.824341
	Iteration 54Q: 3 clusters Score -620453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -620453.000000 Penalty: 845.824341
	Iteration 55Q: 3 clusters Score -620453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -620453.000000 Penalty: 845.824341
	Iteration 56F: 3 clusters Score -620453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 981 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 566 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Entering Unmasked Estep 
Score: -10133671.000000 Penalty: 16029.235352
Splitting cluster 1 changes total score from -10133607.000000 to -10133671.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 2 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -23088.132812 Penalty: 284.636627
	Iteration 0F: 2 clusters Score -23088.13 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 265 members 
Entering Unmasked Estep 
Score: -22606.958984 Penalty: 569.273254
	Iteration 0F: 3 clusters Score -22606.96 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22746.302734 Penalty: 569.273254
	Iteration 1F: 3 clusters Score -22746.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22839.619141 Penalty: 569.273254
	Iteration 2F: 3 clusters Score -22839.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -22918.039062 Penalty: 569.273254
	Iteration 3F: 3 clusters Score -22918.04 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -23002.658203 Penalty: 569.273254
	Iteration 4F: 3 clusters Score -23002.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23039.912109 Penalty: 569.273254
	Iteration 5F: 3 clusters Score -23039.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -23067.511719 Penalty: 569.273254
	Iteration 6Q: 3 clusters Score -23067.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -23074.976562 Penalty: 569.273254
	Iteration 7Q: 3 clusters Score -23074.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -23079.714844 Penalty: 569.273254
	Iteration 8Q: 3 clusters Score -23079.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -23083.822266 Penalty: 569.273254
	Iteration 9Q: 3 clusters Score -23083.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23084.912109 Penalty: 569.273254
	Iteration 10Q: 3 clusters Score -23084.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23084.912109 Penalty: 569.273254
	Iteration 11F: 3 clusters Score -23084.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Entering Unmasked Estep 
Score: -369118.781250 Penalty: 402.187073
	Iteration 0F: 2 clusters Score -369118.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -364495.562500 Penalty: 804.374146
	Iteration 0F: 3 clusters Score -364495.6 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -366267.906250 Penalty: 804.374146
	Iteration 1F: 3 clusters Score -366267.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -366541.156250 Penalty: 804.374146
	Iteration 2F: 3 clusters Score -366541.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -366868.843750 Penalty: 804.374146
	Iteration 3F: 3 clusters Score -366868.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -367315.562500 Penalty: 804.374146
	Iteration 4F: 3 clusters Score -367315.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -367759.968750 Penalty: 804.374146
	Iteration 5F: 3 clusters Score -367760 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -368058.125000 Penalty: 804.374146
	Iteration 6F: 3 clusters Score -368058.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -368243.562500 Penalty: 804.374146
	Iteration 7Q: 3 clusters Score -368243.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -368369.750000 Penalty: 804.374146
	Iteration 8Q: 3 clusters Score -368369.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -368467.187500 Penalty: 804.374146
	Iteration 9Q: 3 clusters Score -368467.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -368561.968750 Penalty: 804.374146
	Iteration 10Q: 3 clusters Score -368562 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -368670.125000 Penalty: 804.374146
	Iteration 11Q: 3 clusters Score -368670.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -368758.812500 Penalty: 804.374146
	Iteration 12Q: 3 clusters Score -368758.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -368834.531250 Penalty: 804.374146
	Iteration 13Q: 3 clusters Score -368834.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -368896.125000 Penalty: 804.374146
	Iteration 14Q: 3 clusters Score -368896.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -368926.468750 Penalty: 804.374146
	Iteration 15Q: 3 clusters Score -368926.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -368950.000000 Penalty: 804.374146
	Iteration 16Q: 3 clusters Score -368950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -368973.375000 Penalty: 804.374146
	Iteration 17Q: 3 clusters Score -368973.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -368983.968750 Penalty: 804.374146
	Iteration 18Q: 3 clusters Score -368984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -368988.156250 Penalty: 804.374146
	Iteration 19Q: 3 clusters Score -368988.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -368990.687500 Penalty: 804.374146
	Iteration 20F: 3 clusters Score -368990.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -368992.875000 Penalty: 804.374146
	Iteration 21Q: 3 clusters Score -368992.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -368993.781250 Penalty: 804.374146
	Iteration 22Q: 3 clusters Score -368993.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -368993.687500 Penalty: 804.374146
	Iteration 23Q: 3 clusters Score -368993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -368995.031250 Penalty: 804.374146
	Iteration 24Q: 3 clusters Score -368995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -368995.250000 Penalty: 804.374146
	Iteration 25Q: 3 clusters Score -368995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -368995.500000 Penalty: 804.374146
	Iteration 26Q: 3 clusters Score -368995.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -368995.093750 Penalty: 804.374146
	Iteration 27Q: 3 clusters Score -368995.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -368995.375000 Penalty: 804.374146
	Iteration 28Q: 3 clusters Score -368995.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -368994.468750 Penalty: 804.374146
	Iteration 29Q: 3 clusters Score -368994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -368995.718750 Penalty: 804.374146
	Iteration 30Q: 3 clusters Score -368995.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -368995.843750 Penalty: 804.374146
	Iteration 31Q: 3 clusters Score -368995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -368995.781250 Penalty: 804.374146
	Iteration 32Q: 3 clusters Score -368995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -368995.781250 Penalty: 804.374146
	Iteration 33F: 3 clusters Score -368995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -29727.437500 Penalty: 292.109772
	Iteration 0F: 2 clusters Score -29727.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29179.699219 Penalty: 584.219543
	Iteration 0F: 3 clusters Score -29179.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29496.625000 Penalty: 584.219543
	Iteration 1F: 3 clusters Score -29496.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29631.968750 Penalty: 584.219543
	Iteration 2F: 3 clusters Score -29631.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29709.861328 Penalty: 584.219543
	Iteration 3F: 3 clusters Score -29709.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29740.619141 Penalty: 584.219543
	Iteration 4Q: 3 clusters Score -29740.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29756.939453 Penalty: 584.219543
	Iteration 5Q: 3 clusters Score -29756.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29770.804688 Penalty: 584.219543
	Iteration 6Q: 3 clusters Score -29770.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29774.187500 Penalty: 584.219543
	Iteration 7Q: 3 clusters Score -29774.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29775.187500 Penalty: 584.219543
	Iteration 8Q: 3 clusters Score -29775.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29775.865234 Penalty: 584.219543
	Iteration 9Q: 3 clusters Score -29775.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29777.537109 Penalty: 584.219543
	Iteration 10Q: 3 clusters Score -29777.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29777.537109 Penalty: 584.219543
	Iteration 11F: 3 clusters Score -29777.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 328 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 981 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 566 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 286 members 
Entering Unmasked Estep 
Score: -10133469.000000 Penalty: 16581.966797
Splitting cluster 4 changes total score from -10133607.000000 to -10133469.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -34009.367188 Penalty: 291.588074
	Iteration 0F: 2 clusters Score -34009.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33425.859375 Penalty: 583.176147
	Iteration 0F: 3 clusters Score -33425.86 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33591.550781 Penalty: 583.176147
	Iteration 1F: 3 clusters Score -33591.55 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33649.527344 Penalty: 583.176147
	Iteration 2F: 3 clusters Score -33649.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33670.964844 Penalty: 583.176147
	Iteration 3Q: 3 clusters Score -33670.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33682.863281 Penalty: 583.176147
	Iteration 4Q: 3 clusters Score -33682.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33693.851562 Penalty: 583.176147
	Iteration 5Q: 3 clusters Score -33693.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33699.960938 Penalty: 583.176147
	Iteration 6Q: 3 clusters Score -33699.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33709.375000 Penalty: 583.176147
	Iteration 7Q: 3 clusters Score -33709.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33716.792969 Penalty: 583.176147
	Iteration 8Q: 3 clusters Score -33716.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33722.160156 Penalty: 583.176147
	Iteration 9Q: 3 clusters Score -33722.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33724.433594 Penalty: 583.176147
	Iteration 10Q: 3 clusters Score -33724.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33725.734375 Penalty: 583.176147
	Iteration 11Q: 3 clusters Score -33725.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33725.984375 Penalty: 583.176147
	Iteration 12Q: 3 clusters Score -33725.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33726.906250 Penalty: 583.176147
	Iteration 13Q: 3 clusters Score -33726.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33728.207031 Penalty: 583.176147
	Iteration 14Q: 3 clusters Score -33728.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33729.269531 Penalty: 583.176147
	Iteration 15Q: 3 clusters Score -33729.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33729.691406 Penalty: 583.176147
	Iteration 16Q: 3 clusters Score -33729.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33730.179688 Penalty: 583.176147
	Iteration 17Q: 3 clusters Score -33730.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33730.464844 Penalty: 583.176147
	Iteration 18Q: 3 clusters Score -33730.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33730.464844 Penalty: 583.176147
	Iteration 19F: 3 clusters Score -33730.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8892.212891 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8892.213 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 86 members 
Entering Unmasked Estep 
Score: -8624.731445 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -8624.731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8683.828125 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -8683.828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8729.756836 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -8729.757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8764.124023 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -8764.124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8797.029297 Penalty: 466.280701
	Iteration 4F: 3 clusters Score -8797.029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8811.934570 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -8811.935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8816.700195 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -8816.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8818.327148 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -8818.327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8821.504883 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -8821.505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8830.068359 Penalty: 466.280701
	Iteration 9Q: 3 clusters Score -8830.068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8836.236328 Penalty: 466.280701
	Iteration 10Q: 3 clusters Score -8836.236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8838.366211 Penalty: 466.280701
	Iteration 11Q: 3 clusters Score -8838.366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8838.366211 Penalty: 466.280701
	Iteration 12F: 3 clusters Score -8838.366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -64950.910156 Penalty: 325.034607
	Iteration 0F: 2 clusters Score -64950.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -63993.550781 Penalty: 650.069214
	Iteration 0F: 3 clusters Score -63993.55 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -64484.429688 Penalty: 650.069214
	Iteration 1F: 3 clusters Score -64484.43 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -64782.054688 Penalty: 650.069214
	Iteration 2F: 3 clusters Score -64782.05 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -65045.609375 Penalty: 650.069214
	Iteration 3F: 3 clusters Score -65045.61 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -65232.906250 Penalty: 650.069214
	Iteration 4F: 3 clusters Score -65232.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -65305.351562 Penalty: 650.069214
	Iteration 5Q: 3 clusters Score -65305.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -65341.000000 Penalty: 650.069214
	Iteration 6Q: 3 clusters Score -65341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -65357.246094 Penalty: 650.069214
	Iteration 7Q: 3 clusters Score -65357.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -65394.613281 Penalty: 650.069214
	Iteration 8Q: 3 clusters Score -65394.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -65416.480469 Penalty: 650.069214
	Iteration 9Q: 3 clusters Score -65416.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -65418.226562 Penalty: 650.069214
	Iteration 10Q: 3 clusters Score -65418.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -65420.273438 Penalty: 650.069214
	Iteration 11Q: 3 clusters Score -65420.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -65420.800781 Penalty: 650.069214
	Iteration 12Q: 3 clusters Score -65420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -65421.062500 Penalty: 650.069214
	Iteration 13Q: 3 clusters Score -65421.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -65421.062500 Penalty: 650.069214
	Iteration 14F: 3 clusters Score -65421.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 981 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 566 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 867 members 
Entering Unmasked Estep 
Score: -10133901.000000 Penalty: 16581.966797
Splitting cluster 7 changes total score from -10133607.000000 to -10133901.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 8 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -13314.361328 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -13314.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12940.955078 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -12940.96 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13283.706055 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -13283.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13347.361328 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -13347.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13364.259766 Penalty: 544.538208
	Iteration 3Q: 3 clusters Score -13364.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13369.316406 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -13369.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13372.734375 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -13372.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13373.432617 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -13373.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13373.432617 Penalty: 544.538208
	Iteration 7F: 3 clusters Score -13373.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 981 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 566 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 116 members 
Entering Unmasked Estep 
Score: -10133673.000000 Penalty: 17134.699219
Splitting cluster 8 changes total score from -10133607.000000 to -10133673.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 9 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -82069.750000 Penalty: 334.506897
	Iteration 0F: 2 clusters Score -82069.75 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 814 members 
Entering Unmasked Estep 
Score: -80969.484375 Penalty: 669.013794
	Iteration 0F: 3 clusters Score -80969.48 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -81524.101562 Penalty: 669.013794
	Iteration 1F: 3 clusters Score -81524.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -81708.265625 Penalty: 669.013794
	Iteration 2F: 3 clusters Score -81708.27 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -81831.617188 Penalty: 669.013794
	Iteration 3F: 3 clusters Score -81831.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -81903.039062 Penalty: 669.013794
	Iteration 4Q: 3 clusters Score -81903.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -81958.828125 Penalty: 669.013794
	Iteration 5Q: 3 clusters Score -81958.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -81988.164062 Penalty: 669.013794
	Iteration 6Q: 3 clusters Score -81988.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -82005.562500 Penalty: 669.013794
	Iteration 7Q: 3 clusters Score -82005.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -82012.437500 Penalty: 669.013794
	Iteration 8Q: 3 clusters Score -82012.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -82014.031250 Penalty: 669.013794
	Iteration 9Q: 3 clusters Score -82014.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -82014.390625 Penalty: 669.013794
	Iteration 10Q: 3 clusters Score -82014.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -82014.390625 Penalty: 669.013794
	Iteration 11F: 3 clusters Score -82014.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Entering Unmasked Estep 
Score: -201488.890625 Penalty: 376.668488
	Iteration 0F: 2 clusters Score -201488.9 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 1950 members 
Entering Unmasked Estep 
Score: -198855.484375 Penalty: 753.336975
	Iteration 0F: 3 clusters Score -198855.5 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -200265.859375 Penalty: 753.336975
	Iteration 1F: 3 clusters Score -200265.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -200585.828125 Penalty: 753.336975
	Iteration 2F: 3 clusters Score -200585.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -200825.125000 Penalty: 753.336975
	Iteration 3F: 3 clusters Score -200825.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -201008.250000 Penalty: 753.336975
	Iteration 4F: 3 clusters Score -201008.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -201173.765625 Penalty: 753.336975
	Iteration 5F: 3 clusters Score -201173.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -201272.671875 Penalty: 753.336975
	Iteration 6Q: 3 clusters Score -201272.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -201332.843750 Penalty: 753.336975
	Iteration 7Q: 3 clusters Score -201332.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -201368.125000 Penalty: 753.336975
	Iteration 8Q: 3 clusters Score -201368.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -201389.015625 Penalty: 753.336975
	Iteration 9Q: 3 clusters Score -201389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -201402.484375 Penalty: 753.336975
	Iteration 10Q: 3 clusters Score -201402.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -201421.562500 Penalty: 753.336975
	Iteration 11Q: 3 clusters Score -201421.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -201441.203125 Penalty: 753.336975
	Iteration 12Q: 3 clusters Score -201441.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -201460.515625 Penalty: 753.336975
	Iteration 13Q: 3 clusters Score -201460.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -201468.046875 Penalty: 753.336975
	Iteration 14Q: 3 clusters Score -201468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -201472.765625 Penalty: 753.336975
	Iteration 15Q: 3 clusters Score -201472.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -201475.718750 Penalty: 753.336975
	Iteration 16Q: 3 clusters Score -201475.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -201477.750000 Penalty: 753.336975
	Iteration 17Q: 3 clusters Score -201477.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -201480.406250 Penalty: 753.336975
	Iteration 18Q: 3 clusters Score -201480.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -201482.312500 Penalty: 753.336975
	Iteration 19Q: 3 clusters Score -201482.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -201484.828125 Penalty: 753.336975
	Iteration 20F: 3 clusters Score -201484.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -201485.859375 Penalty: 753.336975
	Iteration 21Q: 3 clusters Score -201485.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -201489.078125 Penalty: 753.336975
	Iteration 22Q: 3 clusters Score -201489.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -201492.359375 Penalty: 753.336975
	Iteration 23Q: 3 clusters Score -201492.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -201496.187500 Penalty: 753.336975
	Iteration 24Q: 3 clusters Score -201496.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -201498.531250 Penalty: 753.336975
	Iteration 25Q: 3 clusters Score -201498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -201501.468750 Penalty: 753.336975
	Iteration 26Q: 3 clusters Score -201501.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -201506.859375 Penalty: 753.336975
	Iteration 27Q: 3 clusters Score -201506.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -201511.296875 Penalty: 753.336975
	Iteration 28Q: 3 clusters Score -201511.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -201514.421875 Penalty: 753.336975
	Iteration 29Q: 3 clusters Score -201514.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -201515.468750 Penalty: 753.336975
	Iteration 30Q: 3 clusters Score -201515.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -201515.828125 Penalty: 753.336975
	Iteration 31Q: 3 clusters Score -201515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -201516.156250 Penalty: 753.336975
	Iteration 32Q: 3 clusters Score -201516.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -201516.750000 Penalty: 753.336975
	Iteration 33Q: 3 clusters Score -201516.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -201517.218750 Penalty: 753.336975
	Iteration 34Q: 3 clusters Score -201517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -201517.625000 Penalty: 753.336975
	Iteration 35Q: 3 clusters Score -201517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -201517.609375 Penalty: 753.336975
	Iteration 36Q: 3 clusters Score -201517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -201517.968750 Penalty: 753.336975
	Iteration 37Q: 3 clusters Score -201518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -201517.968750 Penalty: 753.336975
	Iteration 38F: 3 clusters Score -201518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 981 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 566 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 116 members 
Mstep: Class 32 contains 1453 members 
Entering Unmasked Estep 
Score: -10133518.000000 Penalty: 17687.431641
Splitting cluster 10 changes total score from -10133607.000000 to -10133518.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -6879.853027 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6879.853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6651.551758 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6651.552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6714.187500 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6714.188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6727.898438 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -6727.898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6749.561035 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -6749.561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6766.484863 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -6766.485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6771.642090 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -6771.642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6788.466309 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -6788.466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6807.958496 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -6807.958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6809.290527 Penalty: 444.334991
	Iteration 8Q: 3 clusters Score -6809.291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6809.290527 Penalty: 444.334991
	Iteration 9F: 3 clusters Score -6809.291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -24111.765625 Penalty: 313.430054
	Iteration 0F: 2 clusters Score -24111.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -23421.591797 Penalty: 626.860107
	Iteration 0F: 3 clusters Score -23421.59 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -24064.386719 Penalty: 626.860107
	Iteration 1F: 3 clusters Score -24064.39 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24338.513672 Penalty: 626.860107
	Iteration 2F: 3 clusters Score -24338.51 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -24535.525391 Penalty: 626.860107
	Iteration 3F: 3 clusters Score -24535.53 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -24670.144531 Penalty: 626.860107
	Iteration 4F: 3 clusters Score -24670.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -24696.328125 Penalty: 626.860107
	Iteration 5Q: 3 clusters Score -24696.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24706.500000 Penalty: 626.860107
	Iteration 6Q: 3 clusters Score -24706.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24708.519531 Penalty: 626.860107
	Iteration 7Q: 3 clusters Score -24708.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24708.519531 Penalty: 626.860107
	Iteration 8F: 3 clusters Score -24708.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 566 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 116 members 
Mstep: Class 32 contains 328 members 
Entering Unmasked Estep 
Score: -10134030.000000 Penalty: 17687.431641
Splitting cluster 12 changes total score from -10133607.000000 to -10134030.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -33819.757812 Penalty: 295.396912
	Iteration 0F: 2 clusters Score -33819.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33288.105469 Penalty: 590.793823
	Iteration 0F: 3 clusters Score -33288.11 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -33956.152344 Penalty: 590.793823
	Iteration 1F: 3 clusters Score -33956.15 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -34089.429688 Penalty: 590.793823
	Iteration 2F: 3 clusters Score -34089.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -34155.359375 Penalty: 590.793823
	Iteration 3F: 3 clusters Score -34155.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -34196.269531 Penalty: 590.793823
	Iteration 4Q: 3 clusters Score -34196.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34232.019531 Penalty: 590.793823
	Iteration 5Q: 3 clusters Score -34232.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -34279.488281 Penalty: 590.793823
	Iteration 6Q: 3 clusters Score -34279.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -34314.050781 Penalty: 590.793823
	Iteration 7Q: 3 clusters Score -34314.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -34357.558594 Penalty: 590.793823
	Iteration 8Q: 3 clusters Score -34357.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -34375.480469 Penalty: 590.793823
	Iteration 9Q: 3 clusters Score -34375.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -34380.000000 Penalty: 590.793823
	Iteration 10Q: 3 clusters Score -34380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -34383.078125 Penalty: 590.793823
	Iteration 11Q: 3 clusters Score -34383.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -34391.031250 Penalty: 590.793823
	Iteration 12Q: 3 clusters Score -34391.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -34401.042969 Penalty: 590.793823
	Iteration 13Q: 3 clusters Score -34401.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -34405.265625 Penalty: 590.793823
	Iteration 14Q: 3 clusters Score -34405.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -34409.257812 Penalty: 590.793823
	Iteration 15Q: 3 clusters Score -34409.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -34413.078125 Penalty: 590.793823
	Iteration 16Q: 3 clusters Score -34413.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -34415.527344 Penalty: 590.793823
	Iteration 17Q: 3 clusters Score -34415.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -34418.917969 Penalty: 590.793823
	Iteration 18Q: 3 clusters Score -34418.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -34423.871094 Penalty: 590.793823
	Iteration 19Q: 3 clusters Score -34423.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -34429.480469 Penalty: 590.793823
	Iteration 20F: 3 clusters Score -34429.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -34432.980469 Penalty: 590.793823
	Iteration 21Q: 3 clusters Score -34432.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -34438.476562 Penalty: 590.793823
	Iteration 22Q: 3 clusters Score -34438.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -34453.734375 Penalty: 590.793823
	Iteration 23Q: 3 clusters Score -34453.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -34469.472656 Penalty: 590.793823
	Iteration 24Q: 3 clusters Score -34469.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -34515.156250 Penalty: 590.793823
	Iteration 25Q: 3 clusters Score -34515.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -34530.378906 Penalty: 590.793823
	Iteration 26Q: 3 clusters Score -34530.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -34530.378906 Penalty: 590.793823
	Iteration 27F: 3 clusters Score -34530.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 566 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 116 members 
Mstep: Class 32 contains 328 members 
Mstep: Class 33 contains 573 members 
Entering Unmasked Estep 
Score: -10134496.000000 Penalty: 18240.164062
Splitting cluster 13 changes total score from -10133607.000000 to -10134496.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -183574.781250 Penalty: 366.422943
	Iteration 0F: 2 clusters Score -183574.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -181385.062500 Penalty: 732.845886
	Iteration 0F: 3 clusters Score -181385.1 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -182199.265625 Penalty: 732.845886
	Iteration 1F: 3 clusters Score -182199.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -182312.546875 Penalty: 732.845886
	Iteration 2F: 3 clusters Score -182312.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -182417.453125 Penalty: 732.845886
	Iteration 3F: 3 clusters Score -182417.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -182529.140625 Penalty: 732.845886
	Iteration 4F: 3 clusters Score -182529.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -182654.968750 Penalty: 732.845886
	Iteration 5F: 3 clusters Score -182655 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -182769.640625 Penalty: 732.845886
	Iteration 6F: 3 clusters Score -182769.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -182858.609375 Penalty: 732.845886
	Iteration 7Q: 3 clusters Score -182858.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -182922.046875 Penalty: 732.845886
	Iteration 8Q: 3 clusters Score -182922 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -182969.718750 Penalty: 732.845886
	Iteration 9Q: 3 clusters Score -182969.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -183007.265625 Penalty: 732.845886
	Iteration 10Q: 3 clusters Score -183007.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -183031.843750 Penalty: 732.845886
	Iteration 11Q: 3 clusters Score -183031.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -183053.812500 Penalty: 732.845886
	Iteration 12Q: 3 clusters Score -183053.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -183076.390625 Penalty: 732.845886
	Iteration 13Q: 3 clusters Score -183076.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -183094.546875 Penalty: 732.845886
	Iteration 14Q: 3 clusters Score -183094.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -183119.968750 Penalty: 732.845886
	Iteration 15Q: 3 clusters Score -183120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -183136.390625 Penalty: 732.845886
	Iteration 16Q: 3 clusters Score -183136.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -183151.000000 Penalty: 732.845886
	Iteration 17Q: 3 clusters Score -183151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -183162.781250 Penalty: 732.845886
	Iteration 18Q: 3 clusters Score -183162.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -183173.718750 Penalty: 732.845886
	Iteration 19Q: 3 clusters Score -183173.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -183182.781250 Penalty: 732.845886
	Iteration 20F: 3 clusters Score -183182.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -183186.281250 Penalty: 732.845886
	Iteration 21Q: 3 clusters Score -183186.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -183187.125000 Penalty: 732.845886
	Iteration 22Q: 3 clusters Score -183187.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -183187.093750 Penalty: 732.845886
	Iteration 23Q: 3 clusters Score -183187.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -183188.203125 Penalty: 732.845886
	Iteration 24Q: 3 clusters Score -183188.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -183189.078125 Penalty: 732.845886
	Iteration 25Q: 3 clusters Score -183189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -183190.250000 Penalty: 732.845886
	Iteration 26Q: 3 clusters Score -183190.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -183191.453125 Penalty: 732.845886
	Iteration 27Q: 3 clusters Score -183191.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -183193.078125 Penalty: 732.845886
	Iteration 28Q: 3 clusters Score -183193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -183194.265625 Penalty: 732.845886
	Iteration 29Q: 3 clusters Score -183194.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -183195.343750 Penalty: 732.845886
	Iteration 30Q: 3 clusters Score -183195.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -183195.906250 Penalty: 732.845886
	Iteration 31Q: 3 clusters Score -183195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -183196.109375 Penalty: 732.845886
	Iteration 32Q: 3 clusters Score -183196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -183196.531250 Penalty: 732.845886
	Iteration 33Q: 3 clusters Score -183196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -183197.656250 Penalty: 732.845886
	Iteration 34Q: 3 clusters Score -183197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -183197.625000 Penalty: 732.845886
	Iteration 35Q: 3 clusters Score -183197.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -183197.375000 Penalty: 732.845886
	Iteration 36Q: 3 clusters Score -183197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -183197.781250 Penalty: 732.845886
	Iteration 37Q: 3 clusters Score -183197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -183198.000000 Penalty: 732.845886
	Iteration 38Q: 3 clusters Score -183198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -183198.015625 Penalty: 732.845886
	Iteration 39Q: 3 clusters Score -183198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -183198.281250 Penalty: 732.845886
	Iteration 40F: 3 clusters Score -183198.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -183198.203125 Penalty: 732.845886
	Iteration 41Q: 3 clusters Score -183198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -183198.203125 Penalty: 732.845886
	Iteration 42F: 3 clusters Score -183198.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Entering Unmasked Estep 
Score: -146078.343750 Penalty: 362.099335
	Iteration 0F: 2 clusters Score -146078.3 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 1416 members 
Entering Unmasked Estep 
Score: -144058.421875 Penalty: 724.198669
	Iteration 0F: 3 clusters Score -144058.4 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -144879.109375 Penalty: 724.198669
	Iteration 1F: 3 clusters Score -144879.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -145011.859375 Penalty: 724.198669
	Iteration 2F: 3 clusters Score -145011.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -145124.140625 Penalty: 724.198669
	Iteration 3F: 3 clusters Score -145124.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -145253.078125 Penalty: 724.198669
	Iteration 4F: 3 clusters Score -145253.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -145363.968750 Penalty: 724.198669
	Iteration 5F: 3 clusters Score -145364 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -145440.390625 Penalty: 724.198669
	Iteration 6Q: 3 clusters Score -145440.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -145497.781250 Penalty: 724.198669
	Iteration 7Q: 3 clusters Score -145497.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -145539.734375 Penalty: 724.198669
	Iteration 8Q: 3 clusters Score -145539.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -145570.281250 Penalty: 724.198669
	Iteration 9Q: 3 clusters Score -145570.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -145605.421875 Penalty: 724.198669
	Iteration 10Q: 3 clusters Score -145605.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -145630.453125 Penalty: 724.198669
	Iteration 11Q: 3 clusters Score -145630.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -145644.953125 Penalty: 724.198669
	Iteration 12Q: 3 clusters Score -145645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -145660.359375 Penalty: 724.198669
	Iteration 13Q: 3 clusters Score -145660.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -145677.218750 Penalty: 724.198669
	Iteration 14Q: 3 clusters Score -145677.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -145687.343750 Penalty: 724.198669
	Iteration 15Q: 3 clusters Score -145687.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -145696.093750 Penalty: 724.198669
	Iteration 16Q: 3 clusters Score -145696.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -145700.078125 Penalty: 724.198669
	Iteration 17Q: 3 clusters Score -145700.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -145701.562500 Penalty: 724.198669
	Iteration 18Q: 3 clusters Score -145701.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -145702.734375 Penalty: 724.198669
	Iteration 19Q: 3 clusters Score -145702.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -145704.656250 Penalty: 724.198669
	Iteration 20F: 3 clusters Score -145704.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -145705.968750 Penalty: 724.198669
	Iteration 21Q: 3 clusters Score -145706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -145707.078125 Penalty: 724.198669
	Iteration 22Q: 3 clusters Score -145707.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -145708.062500 Penalty: 724.198669
	Iteration 23Q: 3 clusters Score -145708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -145708.359375 Penalty: 724.198669
	Iteration 24Q: 3 clusters Score -145708.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -145708.640625 Penalty: 724.198669
	Iteration 25Q: 3 clusters Score -145708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -145708.625000 Penalty: 724.198669
	Iteration 26Q: 3 clusters Score -145708.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -145708.625000 Penalty: 724.198669
	Iteration 27F: 3 clusters Score -145708.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -19640.986328 Penalty: 272.838593
	Iteration 0F: 2 clusters Score -19640.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19213.218750 Penalty: 545.677185
	Iteration 0F: 3 clusters Score -19213.22 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19326.410156 Penalty: 545.677185
	Iteration 1F: 3 clusters Score -19326.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19361.148438 Penalty: 545.677185
	Iteration 2F: 3 clusters Score -19361.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19368.830078 Penalty: 545.677185
	Iteration 3Q: 3 clusters Score -19368.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19373.781250 Penalty: 545.677185
	Iteration 4Q: 3 clusters Score -19373.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19375.273438 Penalty: 545.677185
	Iteration 5Q: 3 clusters Score -19375.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19376.320312 Penalty: 545.677185
	Iteration 6Q: 3 clusters Score -19376.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19376.902344 Penalty: 545.677185
	Iteration 7Q: 3 clusters Score -19376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19378.468750 Penalty: 545.677185
	Iteration 8Q: 3 clusters Score -19378.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19381.166016 Penalty: 545.677185
	Iteration 9Q: 3 clusters Score -19381.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19383.617188 Penalty: 545.677185
	Iteration 10Q: 3 clusters Score -19383.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19383.849609 Penalty: 545.677185
	Iteration 11Q: 3 clusters Score -19383.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19383.849609 Penalty: 545.677185
	Iteration 12F: 3 clusters Score -19383.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -20178.761719 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -20178.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19794.322266 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -19794.32 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19972.160156 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -19972.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20085.158203 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -20085.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20157.628906 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -20157.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20197.976562 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -20197.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20233.101562 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -20233.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20241.226562 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -20241.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20244.033203 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -20244.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20245.689453 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -20245.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20245.826172 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -20245.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20245.826172 Penalty: 527.164246
	Iteration 10F: 3 clusters Score -20245.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 566 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 116 members 
Mstep: Class 32 contains 328 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 182 members 
Entering Unmasked Estep 
Score: -10134264.000000 Penalty: 18792.896484
Splitting cluster 17 changes total score from -10133607.000000 to -10134264.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -36605.023438 Penalty: 303.288605
	Iteration 0F: 2 clusters Score -36605.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -35949.441406 Penalty: 606.577209
	Iteration 0F: 3 clusters Score -35949.44 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -36351.640625 Penalty: 606.577209
	Iteration 1F: 3 clusters Score -36351.64 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -36542.257812 Penalty: 606.577209
	Iteration 2F: 3 clusters Score -36542.26 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -36648.835938 Penalty: 606.577209
	Iteration 3F: 3 clusters Score -36648.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -36733.195312 Penalty: 606.577209
	Iteration 4F: 3 clusters Score -36733.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -36764.519531 Penalty: 606.577209
	Iteration 5Q: 3 clusters Score -36764.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -36788.453125 Penalty: 606.577209
	Iteration 6Q: 3 clusters Score -36788.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -36825.285156 Penalty: 606.577209
	Iteration 7Q: 3 clusters Score -36825.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -36870.394531 Penalty: 606.577209
	Iteration 8Q: 3 clusters Score -36870.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -36908.988281 Penalty: 606.577209
	Iteration 9Q: 3 clusters Score -36908.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -36930.957031 Penalty: 606.577209
	Iteration 10Q: 3 clusters Score -36930.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -36949.382812 Penalty: 606.577209
	Iteration 11Q: 3 clusters Score -36949.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -36953.292969 Penalty: 606.577209
	Iteration 12Q: 3 clusters Score -36953.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -36955.531250 Penalty: 606.577209
	Iteration 13Q: 3 clusters Score -36955.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -36956.730469 Penalty: 606.577209
	Iteration 14Q: 3 clusters Score -36956.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36955.300781 Penalty: 606.577209
	Iteration 15Q: 3 clusters Score -36955.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36955.300781 Penalty: 606.577209
	Iteration 16F: 3 clusters Score -36955.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 566 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 116 members 
Mstep: Class 32 contains 328 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 182 members 
Mstep: Class 35 contains 406 members 
Entering Unmasked Estep 
Score: -10134362.000000 Penalty: 19345.628906
Splitting cluster 18 changes total score from -10133607.000000 to -10134362.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (37568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Entering Unmasked Estep 
Score: -2013484.750000 Penalty: 479.292816
	Iteration 0F: 2 clusters Score -2013485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -1988329.750000 Penalty: 958.585632
	Iteration 0F: 3 clusters Score -1988330 nChanged 18154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -2001040.000000 Penalty: 958.585632
	Iteration 1F: 3 clusters Score -2001040 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -2003906.500000 Penalty: 958.585632
	Iteration 2F: 3 clusters Score -2003906 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -2007879.000000 Penalty: 958.585632
	Iteration 3F: 3 clusters Score -2007879 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -2011134.750000 Penalty: 958.585632
	Iteration 4F: 3 clusters Score -2011135 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -2012617.500000 Penalty: 958.585632
	Iteration 5Q: 3 clusters Score -2012618 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -2013015.875000 Penalty: 958.585632
	Iteration 6Q: 3 clusters Score -2013016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -2013120.125000 Penalty: 958.585632
	Iteration 7Q: 3 clusters Score -2013120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -2013152.625000 Penalty: 958.585632
	Iteration 8Q: 3 clusters Score -2013153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -2013169.000000 Penalty: 958.585632
	Iteration 9Q: 3 clusters Score -2013169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -2013173.750000 Penalty: 958.585632
	Iteration 10Q: 3 clusters Score -2013174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -2013181.000000 Penalty: 958.585632
	Iteration 11Q: 3 clusters Score -2013181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -2013185.625000 Penalty: 958.585632
	Iteration 12Q: 3 clusters Score -2013186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -2013183.625000 Penalty: 958.585632
	Iteration 13Q: 3 clusters Score -2013184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -2013183.625000 Penalty: 958.585632
	Iteration 14F: 3 clusters Score -2013184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Entering Unmasked Estep 
Score: -406210.437500 Penalty: 408.569183
	Iteration 0F: 2 clusters Score -406210.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -400973.562500 Penalty: 817.138367
	Iteration 0F: 3 clusters Score -400973.6 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -403832.218750 Penalty: 817.138367
	Iteration 1F: 3 clusters Score -403832.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -404353.906250 Penalty: 817.138367
	Iteration 2F: 3 clusters Score -404353.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -404785.125000 Penalty: 817.138367
	Iteration 3F: 3 clusters Score -404785.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -405134.843750 Penalty: 817.138367
	Iteration 4F: 3 clusters Score -405134.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -405398.781250 Penalty: 817.138367
	Iteration 5Q: 3 clusters Score -405398.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -405573.312500 Penalty: 817.138367
	Iteration 6Q: 3 clusters Score -405573.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -405664.968750 Penalty: 817.138367
	Iteration 7Q: 3 clusters Score -405665 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -405719.781250 Penalty: 817.138367
	Iteration 8Q: 3 clusters Score -405719.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -405754.656250 Penalty: 817.138367
	Iteration 9Q: 3 clusters Score -405754.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -405777.156250 Penalty: 817.138367
	Iteration 10Q: 3 clusters Score -405777.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -405803.531250 Penalty: 817.138367
	Iteration 11Q: 3 clusters Score -405803.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -405834.343750 Penalty: 817.138367
	Iteration 12Q: 3 clusters Score -405834.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -405860.187500 Penalty: 817.138367
	Iteration 13Q: 3 clusters Score -405860.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -405874.125000 Penalty: 817.138367
	Iteration 14Q: 3 clusters Score -405874.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -405890.187500 Penalty: 817.138367
	Iteration 15Q: 3 clusters Score -405890.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -405906.781250 Penalty: 817.138367
	Iteration 16Q: 3 clusters Score -405906.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -405926.718750 Penalty: 817.138367
	Iteration 17Q: 3 clusters Score -405926.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -405943.187500 Penalty: 817.138367
	Iteration 18Q: 3 clusters Score -405943.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -405963.218750 Penalty: 817.138367
	Iteration 19Q: 3 clusters Score -405963.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -405981.031250 Penalty: 817.138367
	Iteration 20F: 3 clusters Score -405981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -405996.375000 Penalty: 817.138367
	Iteration 21Q: 3 clusters Score -405996.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -406007.031250 Penalty: 817.138367
	Iteration 22Q: 3 clusters Score -406007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -406014.437500 Penalty: 817.138367
	Iteration 23Q: 3 clusters Score -406014.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -406018.781250 Penalty: 817.138367
	Iteration 24Q: 3 clusters Score -406018.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -406023.562500 Penalty: 817.138367
	Iteration 25Q: 3 clusters Score -406023.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -406032.312500 Penalty: 817.138367
	Iteration 26Q: 3 clusters Score -406032.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -406040.593750 Penalty: 817.138367
	Iteration 27Q: 3 clusters Score -406040.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -406045.437500 Penalty: 817.138367
	Iteration 28Q: 3 clusters Score -406045.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -406050.562500 Penalty: 817.138367
	Iteration 29Q: 3 clusters Score -406050.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -406053.000000 Penalty: 817.138367
	Iteration 30Q: 3 clusters Score -406053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -406055.500000 Penalty: 817.138367
	Iteration 31Q: 3 clusters Score -406055.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -406057.250000 Penalty: 817.138367
	Iteration 32Q: 3 clusters Score -406057.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -406059.906250 Penalty: 817.138367
	Iteration 33Q: 3 clusters Score -406059.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -406062.437500 Penalty: 817.138367
	Iteration 34Q: 3 clusters Score -406062.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -406062.093750 Penalty: 817.138367
	Iteration 35Q: 3 clusters Score -406062.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -406062.937500 Penalty: 817.138367
	Iteration 36Q: 3 clusters Score -406062.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -406064.781250 Penalty: 817.138367
	Iteration 37Q: 3 clusters Score -406064.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -406065.906250 Penalty: 817.138367
	Iteration 38Q: 3 clusters Score -406065.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -406066.625000 Penalty: 817.138367
	Iteration 39Q: 3 clusters Score -406066.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -406068.625000 Penalty: 817.138367
	Iteration 40F: 3 clusters Score -406068.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -406069.500000 Penalty: 817.138367
	Iteration 41Q: 3 clusters Score -406069.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -406071.156250 Penalty: 817.138367
	Iteration 42Q: 3 clusters Score -406071.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -406072.687500 Penalty: 817.138367
	Iteration 43Q: 3 clusters Score -406072.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -406072.718750 Penalty: 817.138367
	Iteration 44Q: 3 clusters Score -406072.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -406073.218750 Penalty: 817.138367
	Iteration 45Q: 3 clusters Score -406073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -406073.812500 Penalty: 817.138367
	Iteration 46Q: 3 clusters Score -406073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -406074.218750 Penalty: 817.138367
	Iteration 47Q: 3 clusters Score -406074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -406074.468750 Penalty: 817.138367
	Iteration 48Q: 3 clusters Score -406074.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -406073.718750 Penalty: 817.138367
	Iteration 49Q: 3 clusters Score -406073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -406074.406250 Penalty: 817.138367
	Iteration 50Q: 3 clusters Score -406074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -406073.812500 Penalty: 817.138367
	Iteration 51Q: 3 clusters Score -406073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -406074.062500 Penalty: 817.138367
	Iteration 52Q: 3 clusters Score -406074.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -406074.062500 Penalty: 817.138367
	Iteration 53F: 3 clusters Score -406074.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -11908.436523 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -11908.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11590.944336 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -11590.94 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11680.257812 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -11680.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11711.804688 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -11711.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11725.487305 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -11725.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11741.900391 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -11741.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11761.341797 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -11761.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11775.824219 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -11775.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11799.335938 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -11799.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11843.935547 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -11843.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11863.529297 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -11863.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11889.541992 Penalty: 503.897430
	Iteration 10Q: 3 clusters Score -11889.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11894.819336 Penalty: 503.897430
	Iteration 11Q: 3 clusters Score -11894.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11898.162109 Penalty: 503.897430
	Iteration 12Q: 3 clusters Score -11898.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11900.861328 Penalty: 503.897430
	Iteration 13Q: 3 clusters Score -11900.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11901.228516 Penalty: 503.897430
	Iteration 14Q: 3 clusters Score -11901.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11901.916016 Penalty: 503.897430
	Iteration 15F: 3 clusters Score -11901.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11909.410156 Penalty: 503.897430
	Iteration 16Q: 3 clusters Score -11909.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11909.410156 Penalty: 503.897430
	Iteration 17F: 3 clusters Score -11909.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 65 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 566 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 116 members 
Mstep: Class 32 contains 328 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 182 members 
Mstep: Class 35 contains 406 members 
Mstep: Class 36 contains 189 members 
Entering Unmasked Estep 
Score: -10134064.000000 Penalty: 19898.361328
Splitting cluster 21 changes total score from -10133607.000000 to -10134064.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -30386.111328 Penalty: 290.526337
	Iteration 0F: 2 clusters Score -30386.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29901.585938 Penalty: 581.052673
	Iteration 0F: 3 clusters Score -29901.59 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30358.556641 Penalty: 581.052673
	Iteration 1F: 3 clusters Score -30358.56 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30492.742188 Penalty: 581.052673
	Iteration 2F: 3 clusters Score -30492.74 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -30589.146484 Penalty: 581.052673
	Iteration 3F: 3 clusters Score -30589.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -30639.353516 Penalty: 581.052673
	Iteration 4Q: 3 clusters Score -30639.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -30701.832031 Penalty: 581.052673
	Iteration 5Q: 3 clusters Score -30701.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -30720.818359 Penalty: 581.052673
	Iteration 6Q: 3 clusters Score -30720.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -30739.923828 Penalty: 581.052673
	Iteration 7Q: 3 clusters Score -30739.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -30763.835938 Penalty: 581.052673
	Iteration 8Q: 3 clusters Score -30763.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -30793.373047 Penalty: 581.052673
	Iteration 9Q: 3 clusters Score -30793.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -30819.802734 Penalty: 581.052673
	Iteration 10Q: 3 clusters Score -30819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -30828.982422 Penalty: 581.052673
	Iteration 11Q: 3 clusters Score -30828.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -30843.480469 Penalty: 581.052673
	Iteration 12Q: 3 clusters Score -30843.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -30863.503906 Penalty: 581.052673
	Iteration 13Q: 3 clusters Score -30863.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -30889.246094 Penalty: 581.052673
	Iteration 14Q: 3 clusters Score -30889.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -30899.304688 Penalty: 581.052673
	Iteration 15Q: 3 clusters Score -30899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30900.035156 Penalty: 581.052673
	Iteration 16Q: 3 clusters Score -30900.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30901.974609 Penalty: 581.052673
	Iteration 17Q: 3 clusters Score -30901.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30903.916016 Penalty: 581.052673
	Iteration 18Q: 3 clusters Score -30903.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30904.429688 Penalty: 581.052673
	Iteration 19Q: 3 clusters Score -30904.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30904.429688 Penalty: 581.052673
	Iteration 20F: 3 clusters Score -30904.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 65 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 566 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 116 members 
Mstep: Class 32 contains 328 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 182 members 
Mstep: Class 35 contains 406 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 314 members 
Entering Unmasked Estep 
Score: -10134318.000000 Penalty: 20451.093750
Splitting cluster 22 changes total score from -10133607.000000 to -10134318.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -40671.230469 Penalty: 300.355957
	Iteration 0F: 2 clusters Score -40671.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40027.082031 Penalty: 600.711914
	Iteration 0F: 3 clusters Score -40027.08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40289.269531 Penalty: 600.711914
	Iteration 1F: 3 clusters Score -40289.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40387.984375 Penalty: 600.711914
	Iteration 2F: 3 clusters Score -40387.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -40456.339844 Penalty: 600.711914
	Iteration 3F: 3 clusters Score -40456.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -40500.949219 Penalty: 600.711914
	Iteration 4F: 3 clusters Score -40500.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -40540.828125 Penalty: 600.711914
	Iteration 5Q: 3 clusters Score -40540.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40586.992188 Penalty: 600.711914
	Iteration 6Q: 3 clusters Score -40586.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40617.453125 Penalty: 600.711914
	Iteration 7Q: 3 clusters Score -40617.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -40633.617188 Penalty: 600.711914
	Iteration 8Q: 3 clusters Score -40633.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -40653.980469 Penalty: 600.711914
	Iteration 9Q: 3 clusters Score -40653.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40682.566406 Penalty: 600.711914
	Iteration 10Q: 3 clusters Score -40682.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40710.773438 Penalty: 600.711914
	Iteration 11Q: 3 clusters Score -40710.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -40726.160156 Penalty: 600.711914
	Iteration 12Q: 3 clusters Score -40726.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -40743.886719 Penalty: 600.711914
	Iteration 13Q: 3 clusters Score -40743.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40750.675781 Penalty: 600.711914
	Iteration 14Q: 3 clusters Score -40750.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40753.488281 Penalty: 600.711914
	Iteration 15Q: 3 clusters Score -40753.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -40754.585938 Penalty: 600.711914
	Iteration 16Q: 3 clusters Score -40754.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -40756.183594 Penalty: 600.711914
	Iteration 17Q: 3 clusters Score -40756.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -40756.398438 Penalty: 600.711914
	Iteration 18Q: 3 clusters Score -40756.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -40756.398438 Penalty: 600.711914
	Iteration 19F: 3 clusters Score -40756.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 65 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 566 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 116 members 
Mstep: Class 32 contains 328 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 182 members 
Mstep: Class 35 contains 406 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 314 members 
Mstep: Class 38 contains 419 members 
Entering Unmasked Estep 
Score: -10134148.000000 Penalty: 21003.826172
Splitting cluster 23 changes total score from -10133607.000000 to -10134148.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 24 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -34550.257812 Penalty: 297.088562
	Iteration 0F: 2 clusters Score -34550.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -34006.718750 Penalty: 594.177124
	Iteration 0F: 3 clusters Score -34006.72 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -34458.093750 Penalty: 594.177124
	Iteration 1F: 3 clusters Score -34458.09 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -34581.875000 Penalty: 594.177124
	Iteration 2F: 3 clusters Score -34581.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -34641.589844 Penalty: 594.177124
	Iteration 3Q: 3 clusters Score -34641.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -34685.625000 Penalty: 594.177124
	Iteration 4Q: 3 clusters Score -34685.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -34730.101562 Penalty: 594.177124
	Iteration 5Q: 3 clusters Score -34730.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -34807.742188 Penalty: 594.177124
	Iteration 6Q: 3 clusters Score -34807.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -34870.433594 Penalty: 594.177124
	Iteration 7Q: 3 clusters Score -34870.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -34965.503906 Penalty: 594.177124
	Iteration 8Q: 3 clusters Score -34965.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -35019.089844 Penalty: 594.177124
	Iteration 9Q: 3 clusters Score -35019.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -35053.234375 Penalty: 594.177124
	Iteration 10Q: 3 clusters Score -35053.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -35074.875000 Penalty: 594.177124
	Iteration 11Q: 3 clusters Score -35074.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -35078.257812 Penalty: 594.177124
	Iteration 12Q: 3 clusters Score -35078.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -35078.683594 Penalty: 594.177124
	Iteration 13Q: 3 clusters Score -35078.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -35078.867188 Penalty: 594.177124
	Iteration 14Q: 3 clusters Score -35078.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -35078.867188 Penalty: 594.177124
	Iteration 15F: 3 clusters Score -35078.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 65 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 566 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 116 members 
Mstep: Class 32 contains 328 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 182 members 
Mstep: Class 35 contains 406 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 314 members 
Mstep: Class 38 contains 419 members 
Mstep: Class 39 contains 431 members 
Entering Unmasked Estep 
Score: -10134422.000000 Penalty: 21556.558594
Splitting cluster 24 changes total score from -10133607.000000 to -10134422.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 25 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -21583.712891 Penalty: 288.406036
	Iteration 0F: 2 clusters Score -21583.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21100.085938 Penalty: 576.812073
	Iteration 0F: 3 clusters Score -21100.09 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21449.691406 Penalty: 576.812073
	Iteration 1F: 3 clusters Score -21449.69 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21541.181641 Penalty: 576.812073
	Iteration 2F: 3 clusters Score -21541.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21586.783203 Penalty: 576.812073
	Iteration 3Q: 3 clusters Score -21586.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21627.263672 Penalty: 576.812073
	Iteration 4Q: 3 clusters Score -21627.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21637.318359 Penalty: 576.812073
	Iteration 5Q: 3 clusters Score -21637.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21648.066406 Penalty: 576.812073
	Iteration 6Q: 3 clusters Score -21648.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21664.007812 Penalty: 576.812073
	Iteration 7Q: 3 clusters Score -21664.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21685.498047 Penalty: 576.812073
	Iteration 8Q: 3 clusters Score -21685.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21702.302734 Penalty: 576.812073
	Iteration 9Q: 3 clusters Score -21702.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21729.894531 Penalty: 576.812073
	Iteration 10Q: 3 clusters Score -21729.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21793.683594 Penalty: 576.812073
	Iteration 11Q: 3 clusters Score -21793.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21904.708984 Penalty: 576.812073
	Iteration 12Q: 3 clusters Score -21904.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22081.029297 Penalty: 576.812073
	Iteration 13F: 3 clusters Score -22081.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22312.138672 Penalty: 576.812073
	Iteration 14F: 3 clusters Score -22312.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22506.027344 Penalty: 576.812073
	Iteration 15F: 3 clusters Score -22506.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22597.494141 Penalty: 576.812073
	Iteration 16Q: 3 clusters Score -22597.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22633.708984 Penalty: 576.812073
	Iteration 17Q: 3 clusters Score -22633.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22663.085938 Penalty: 576.812073
	Iteration 18Q: 3 clusters Score -22663.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -22690.000000 Penalty: 576.812073
	Iteration 19Q: 3 clusters Score -22690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22742.117188 Penalty: 576.812073
	Iteration 20F: 3 clusters Score -22742.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22782.074219 Penalty: 576.812073
	Iteration 21Q: 3 clusters Score -22782.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -22790.710938 Penalty: 576.812073
	Iteration 22Q: 3 clusters Score -22790.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22804.951172 Penalty: 576.812073
	Iteration 23Q: 3 clusters Score -22804.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -22808.134766 Penalty: 576.812073
	Iteration 24Q: 3 clusters Score -22808.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -22808.134766 Penalty: 576.812073
	Iteration 25F: 3 clusters Score -22808.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 65 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 116 members 
Mstep: Class 32 contains 328 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 182 members 
Mstep: Class 35 contains 406 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 314 members 
Mstep: Class 38 contains 419 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 374 members 
Entering Unmasked Estep 
Score: -10135380.000000 Penalty: 22109.291016
Splitting cluster 25 changes total score from -10133607.000000 to -10135380.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 26 (102382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102382 members 
Entering Unmasked Estep 
Score: -5892244.000000 Penalty: 524.909241
	Iteration 0F: 2 clusters Score -5892244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -5828024.500000 Penalty: 1049.818481
	Iteration 0F: 3 clusters Score -5828024 nChanged 50055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -5858835.000000 Penalty: 1049.818481
	Iteration 1F: 3 clusters Score -5858835 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -5861496.500000 Penalty: 1049.818481
	Iteration 2F: 3 clusters Score -5861496 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -5865845.500000 Penalty: 1049.818481
	Iteration 3F: 3 clusters Score -5865846 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -5871534.500000 Penalty: 1049.818481
	Iteration 4F: 3 clusters Score -5871534 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -5876842.500000 Penalty: 1049.818481
	Iteration 5F: 3 clusters Score -5876842 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 85371 members 
Entering Unmasked Estep 
Score: -5880796.000000 Penalty: 1049.818481
	Iteration 6F: 3 clusters Score -5880796 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 90924 members 
Entering Unmasked Estep 
Score: -5884115.500000 Penalty: 1049.818481
	Iteration 7F: 3 clusters Score -5884116 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 95106 members 
Entering Unmasked Estep 
Score: -5886953.000000 Penalty: 1049.818481
	Iteration 8Q: 3 clusters Score -5886953 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 97889 members 
Entering Unmasked Estep 
Score: -5889680.000000 Penalty: 1049.818481
	Iteration 9Q: 3 clusters Score -5889680 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 99274 members 
Entering Unmasked Estep 
Score: -5891397.000000 Penalty: 1049.818481
	Iteration 10Q: 3 clusters Score -5891397 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -5891750.500000 Penalty: 1049.818481
	Iteration 11Q: 3 clusters Score -5891750 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 99928 members 
Entering Unmasked Estep 
Score: -5891846.000000 Penalty: 1049.818481
	Iteration 12Q: 3 clusters Score -5891846 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 100151 members 
Entering Unmasked Estep 
Score: -5891888.000000 Penalty: 1049.818481
	Iteration 13Q: 3 clusters Score -5891888 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 100322 members 
Entering Unmasked Estep 
Score: -5891925.000000 Penalty: 1049.818481
	Iteration 14Q: 3 clusters Score -5891925 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 100459 members 
Entering Unmasked Estep 
Score: -5891927.000000 Penalty: 1049.818481
	Iteration 15Q: 3 clusters Score -5891927 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 100583 members 
Entering Unmasked Estep 
Score: -5891950.000000 Penalty: 1049.818481
	Iteration 16Q: 3 clusters Score -5891950 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 100690 members 
Entering Unmasked Estep 
Score: -5891980.000000 Penalty: 1049.818481
	Iteration 17Q: 3 clusters Score -5891980 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 100785 members 
Entering Unmasked Estep 
Score: -5892005.000000 Penalty: 1049.818481
	Iteration 18Q: 3 clusters Score -5892005 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 100859 members 
Entering Unmasked Estep 
Score: -5892020.500000 Penalty: 1049.818481
	Iteration 19Q: 3 clusters Score -5892020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 100936 members 
Entering Unmasked Estep 
Score: -5892035.500000 Penalty: 1049.818481
	Iteration 20F: 3 clusters Score -5892036 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -5892023.000000 Penalty: 1049.818481
	Iteration 21Q: 3 clusters Score -5892023 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -5892034.000000 Penalty: 1049.818481
	Iteration 22Q: 3 clusters Score -5892034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 101124 members 
Entering Unmasked Estep 
Score: -5892027.500000 Penalty: 1049.818481
	Iteration 23Q: 3 clusters Score -5892028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 101176 members 
Entering Unmasked Estep 
Score: -5892033.000000 Penalty: 1049.818481
	Iteration 24Q: 3 clusters Score -5892033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 101227 members 
Entering Unmasked Estep 
Score: -5892035.000000 Penalty: 1049.818481
	Iteration 25Q: 3 clusters Score -5892035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 101282 members 
Entering Unmasked Estep 
Score: -5892035.000000 Penalty: 1049.818481
	Iteration 26Q: 3 clusters Score -5892035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -5892046.000000 Penalty: 1049.818481
	Iteration 27Q: 3 clusters Score -5892046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 101371 members 
Entering Unmasked Estep 
Score: -5892041.000000 Penalty: 1049.818481
	Iteration 28Q: 3 clusters Score -5892041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 101401 members 
Entering Unmasked Estep 
Score: -5892038.500000 Penalty: 1049.818481
	Iteration 29Q: 3 clusters Score -5892038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 101435 members 
Entering Unmasked Estep 
Score: -5892051.500000 Penalty: 1049.818481
	Iteration 30Q: 3 clusters Score -5892052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 101458 members 
Entering Unmasked Estep 
Score: -5892042.000000 Penalty: 1049.818481
	Iteration 31Q: 3 clusters Score -5892042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -5892042.500000 Penalty: 1049.818481
	Iteration 32Q: 3 clusters Score -5892042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 101510 members 
Entering Unmasked Estep 
Score: -5892068.000000 Penalty: 1049.818481
	Iteration 33Q: 3 clusters Score -5892068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 101533 members 
Entering Unmasked Estep 
Score: -5892089.500000 Penalty: 1049.818481
	Iteration 34Q: 3 clusters Score -5892090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 101549 members 
Entering Unmasked Estep 
Score: -5892103.000000 Penalty: 1049.818481
	Iteration 35Q: 3 clusters Score -5892103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -5892114.500000 Penalty: 1049.818481
	Iteration 36Q: 3 clusters Score -5892114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 101575 members 
Entering Unmasked Estep 
Score: -5892121.000000 Penalty: 1049.818481
	Iteration 37Q: 3 clusters Score -5892121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 101585 members 
Entering Unmasked Estep 
Score: -5892121.000000 Penalty: 1049.818481
	Iteration 38Q: 3 clusters Score -5892121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 101596 members 
Entering Unmasked Estep 
Score: -5892111.500000 Penalty: 1049.818481
	Iteration 39Q: 3 clusters Score -5892112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 101602 members 
Entering Unmasked Estep 
Score: -5892118.000000 Penalty: 1049.818481
	Iteration 40F: 3 clusters Score -5892118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 101607 members 
Entering Unmasked Estep 
Score: -5892118.500000 Penalty: 1049.818481
	Iteration 41Q: 3 clusters Score -5892118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 101611 members 
Entering Unmasked Estep 
Score: -5892112.500000 Penalty: 1049.818481
	Iteration 42Q: 3 clusters Score -5892112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 101617 members 
Entering Unmasked Estep 
Score: -5892104.500000 Penalty: 1049.818481
	Iteration 43Q: 3 clusters Score -5892104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 101618 members 
Entering Unmasked Estep 
Score: -5892108.500000 Penalty: 1049.818481
	Iteration 44Q: 3 clusters Score -5892108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -5892105.000000 Penalty: 1049.818481
	Iteration 45Q: 3 clusters Score -5892105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 101623 members 
Entering Unmasked Estep 
Score: -5892105.500000 Penalty: 1049.818481
	Iteration 46Q: 3 clusters Score -5892106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 101624 members 
Entering Unmasked Estep 
Score: -5892107.000000 Penalty: 1049.818481
	Iteration 47Q: 3 clusters Score -5892107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 101625 members 
Entering Unmasked Estep 
Score: -5892103.500000 Penalty: 1049.818481
	Iteration 48Q: 3 clusters Score -5892104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 101626 members 
Entering Unmasked Estep 
Score: -5892102.500000 Penalty: 1049.818481
	Iteration 49Q: 3 clusters Score -5892102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 101627 members 
Entering Unmasked Estep 
Score: -5892105.500000 Penalty: 1049.818481
	Iteration 50Q: 3 clusters Score -5892106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 101628 members 
Entering Unmasked Estep 
Score: -5892107.500000 Penalty: 1049.818481
	Iteration 51Q: 3 clusters Score -5892108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 101629 members 
Entering Unmasked Estep 
Score: -5892100.500000 Penalty: 1049.818481
	Iteration 52Q: 3 clusters Score -5892100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 101629 members 
Entering Unmasked Estep 
Score: -5892100.500000 Penalty: 1049.818481
	Iteration 53F: 3 clusters Score -5892100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -46650.726562 Penalty: 315.515076
	Iteration 0F: 2 clusters Score -46650.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -45855.339844 Penalty: 631.030151
	Iteration 0F: 3 clusters Score -45855.34 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -46280.316406 Penalty: 631.030151
	Iteration 1F: 3 clusters Score -46280.32 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -46371.343750 Penalty: 631.030151
	Iteration 2F: 3 clusters Score -46371.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -46421.707031 Penalty: 631.030151
	Iteration 3F: 3 clusters Score -46421.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -46477.460938 Penalty: 631.030151
	Iteration 4Q: 3 clusters Score -46477.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -46524.664062 Penalty: 631.030151
	Iteration 5Q: 3 clusters Score -46524.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -46557.191406 Penalty: 631.030151
	Iteration 6Q: 3 clusters Score -46557.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -46609.785156 Penalty: 631.030151
	Iteration 7Q: 3 clusters Score -46609.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -46641.968750 Penalty: 631.030151
	Iteration 8Q: 3 clusters Score -46641.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -46677.750000 Penalty: 631.030151
	Iteration 9Q: 3 clusters Score -46677.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -46715.742188 Penalty: 631.030151
	Iteration 10Q: 3 clusters Score -46715.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -46766.851562 Penalty: 631.030151
	Iteration 11Q: 3 clusters Score -46766.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -46788.292969 Penalty: 631.030151
	Iteration 12Q: 3 clusters Score -46788.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -46794.781250 Penalty: 631.030151
	Iteration 13Q: 3 clusters Score -46794.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -46795.652344 Penalty: 631.030151
	Iteration 14Q: 3 clusters Score -46795.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -46796.773438 Penalty: 631.030151
	Iteration 15Q: 3 clusters Score -46796.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -46798.000000 Penalty: 631.030151
	Iteration 16Q: 3 clusters Score -46798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -46801.320312 Penalty: 631.030151
	Iteration 17Q: 3 clusters Score -46801.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -46802.917969 Penalty: 631.030151
	Iteration 18Q: 3 clusters Score -46802.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -46803.191406 Penalty: 631.030151
	Iteration 19Q: 3 clusters Score -46803.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -46803.507812 Penalty: 631.030151
	Iteration 20F: 3 clusters Score -46803.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 65 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 463 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 116 members 
Mstep: Class 32 contains 328 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 182 members 
Mstep: Class 35 contains 406 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 314 members 
Mstep: Class 38 contains 419 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 374 members 
Mstep: Class 41 contains 564 members 
Entering Unmasked Estep 
Score: -10135300.000000 Penalty: 22662.021484
Splitting cluster 27 changes total score from -10133607.000000 to -10135300.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -39302.503906 Penalty: 302.646515
	Iteration 0F: 2 clusters Score -39302.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -38665.675781 Penalty: 605.293030
	Iteration 0F: 3 clusters Score -38665.68 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -39022.753906 Penalty: 605.293030
	Iteration 1F: 3 clusters Score -39022.75 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -39247.269531 Penalty: 605.293030
	Iteration 2F: 3 clusters Score -39247.27 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -39379.246094 Penalty: 605.293030
	Iteration 3F: 3 clusters Score -39379.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39426.371094 Penalty: 605.293030
	Iteration 4F: 3 clusters Score -39426.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -39446.726562 Penalty: 605.293030
	Iteration 5Q: 3 clusters Score -39446.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -39458.210938 Penalty: 605.293030
	Iteration 6Q: 3 clusters Score -39458.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -39475.113281 Penalty: 605.293030
	Iteration 7Q: 3 clusters Score -39475.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -39484.285156 Penalty: 605.293030
	Iteration 8Q: 3 clusters Score -39484.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -39492.402344 Penalty: 605.293030
	Iteration 9Q: 3 clusters Score -39492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -39497.398438 Penalty: 605.293030
	Iteration 10Q: 3 clusters Score -39497.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -39508.375000 Penalty: 605.293030
	Iteration 11Q: 3 clusters Score -39508.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -39544.539062 Penalty: 605.293030
	Iteration 12Q: 3 clusters Score -39544.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -39559.406250 Penalty: 605.293030
	Iteration 13Q: 3 clusters Score -39559.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -39563.906250 Penalty: 605.293030
	Iteration 14Q: 3 clusters Score -39563.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -39571.824219 Penalty: 605.293030
	Iteration 15Q: 3 clusters Score -39571.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -39577.070312 Penalty: 605.293030
	Iteration 16Q: 3 clusters Score -39577.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -39580.910156 Penalty: 605.293030
	Iteration 17Q: 3 clusters Score -39580.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -39583.472656 Penalty: 605.293030
	Iteration 18Q: 3 clusters Score -39583.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -39584.175781 Penalty: 605.293030
	Iteration 19Q: 3 clusters Score -39584.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -39584.175781 Penalty: 605.293030
	Iteration 20F: 3 clusters Score -39584.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 65 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 463 members 
Mstep: Class 28 contains 223 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 116 members 
Mstep: Class 32 contains 328 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 182 members 
Mstep: Class 35 contains 406 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 314 members 
Mstep: Class 38 contains 419 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 374 members 
Mstep: Class 41 contains 564 members 
Mstep: Class 42 contains 551 members 
Entering Unmasked Estep 
Score: -10135340.000000 Penalty: 23214.753906
Splitting cluster 28 changes total score from -10133607.000000 to -10135340.000000
So it's getting split into cluster 42.
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 65 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 102382 members 
Mstep: Class 27 contains 463 members 
Mstep: Class 28 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136044.000000 Penalty: 23214.753906
Iteration 79Q: 43 clusters Score -1.013604e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 515 members 
Mstep: Class 3 contains 6892 members 
Mstep: Class 4 contains 622 members 
Mstep: Class 5 contains 608 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 406 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 1569 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 130 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3154 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 400 members 
Mstep: Class 17 contains 144 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37612 members 
Mstep: Class 20 contains 7976 members 
Mstep: Class 21 contains 70 members 
Mstep: Class 22 contains 282 members 
Mstep: Class 23 contains 320 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 201 members 
Mstep: Class 26 contains 102418 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 221 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 820 members 
Mstep: Class 31 contains 97 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 572 members 
Mstep: Class 34 contains 180 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 314 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 351 members 
Mstep: Class 41 contains 559 members 
Mstep: Class 42 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137235.000000 Penalty: 23214.753906
Iteration 80F: 43 clusters Score -1.013724e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 509 members 
Mstep: Class 3 contains 6887 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 609 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 407 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 1569 members 
Mstep: Class 10 contains 3950 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 664 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 139 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 37573 members 
Mstep: Class 20 contains 7944 members 
Mstep: Class 21 contains 129 members 
Mstep: Class 22 contains 277 members 
Mstep: Class 23 contains 319 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 201 members 
Mstep: Class 26 contains 102367 members 
Mstep: Class 27 contains 522 members 
Mstep: Class 28 contains 217 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 806 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 335 members 
Mstep: Class 33 contains 578 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 200 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 441 members 
Mstep: Class 40 contains 340 members 
Mstep: Class 41 contains 564 members 
Mstep: Class 42 contains 555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138062.000000 Penalty: 23214.753906
Iteration 81Q: 43 clusters Score -1.013806e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 502 members 
Mstep: Class 3 contains 6882 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 609 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 672 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2857 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 139 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 37549 members 
Mstep: Class 20 contains 7926 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 201 members 
Mstep: Class 26 contains 102342 members 
Mstep: Class 27 contains 544 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 2972 members 
Mstep: Class 30 contains 791 members 
Mstep: Class 31 contains 88 members 
Mstep: Class 32 contains 344 members 
Mstep: Class 33 contains 578 members 
Mstep: Class 34 contains 197 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 198 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 411 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 326 members 
Mstep: Class 41 contains 556 members 
Mstep: Class 42 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138347.000000 Penalty: 23214.753906
Iteration 82Q: 43 clusters Score -1.013835e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 6876 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 609 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 410 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 3965 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 37535 members 
Mstep: Class 20 contains 7919 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 102326 members 
Mstep: Class 27 contains 564 members 
Mstep: Class 28 contains 221 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 783 members 
Mstep: Class 31 contains 82 members 
Mstep: Class 32 contains 355 members 
Mstep: Class 33 contains 578 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 200 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 313 members 
Mstep: Class 41 contains 557 members 
Mstep: Class 42 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138477.000000 Penalty: 23214.753906
Iteration 83Q: 43 clusters Score -1.013848e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 6874 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 610 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1565 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3143 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 145 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37523 members 
Mstep: Class 20 contains 7905 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 273 members 
Mstep: Class 23 contains 315 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 102317 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 2995 members 
Mstep: Class 30 contains 777 members 
Mstep: Class 31 contains 79 members 
Mstep: Class 32 contains 359 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 199 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 306 members 
Mstep: Class 41 contains 560 members 
Mstep: Class 42 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138568.000000 Penalty: 23214.753906
Iteration 84Q: 43 clusters Score -1.013857e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 6867 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 613 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 37518 members 
Mstep: Class 20 contains 7896 members 
Mstep: Class 21 contains 144 members 
Mstep: Class 22 contains 271 members 
Mstep: Class 23 contains 315 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 102310 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 776 members 
Mstep: Class 31 contains 79 members 
Mstep: Class 32 contains 360 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 197 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 198 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 304 members 
Mstep: Class 41 contains 560 members 
Mstep: Class 42 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138579.000000 Penalty: 23214.753906
Iteration 85Q: 43 clusters Score -1.013858e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 6861 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 617 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 269 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 3982 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 37516 members 
Mstep: Class 20 contains 7887 members 
Mstep: Class 21 contains 146 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 315 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 102305 members 
Mstep: Class 27 contains 589 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3005 members 
Mstep: Class 30 contains 774 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 362 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 197 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 199 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 301 members 
Mstep: Class 41 contains 560 members 
Mstep: Class 42 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138640.000000 Penalty: 23214.753906
Iteration 86Q: 43 clusters Score -1.013864e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 6850 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 620 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 269 members 
Mstep: Class 9 contains 1565 members 
Mstep: Class 10 contains 3994 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 147 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 37516 members 
Mstep: Class 20 contains 7876 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 315 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 102300 members 
Mstep: Class 27 contains 599 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 773 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 198 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 561 members 
Mstep: Class 42 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138647.000000 Penalty: 23214.753906
Iteration 87Q: 43 clusters Score -1.013865e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 6843 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 619 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 410 members 
Mstep: Class 8 contains 269 members 
Mstep: Class 9 contains 1561 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 16 contains 397 members 
Mstep: Class 17 contains 147 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7869 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 315 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 102295 members 
Mstep: Class 27 contains 607 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 770 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 201 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 292 members 
Mstep: Class 41 contains 562 members 
Mstep: Class 42 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138677.000000 Penalty: 23214.753906
Iteration 88Q: 43 clusters Score -1.013868e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 6843 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 269 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 4001 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 37520 members 
Mstep: Class 20 contains 7869 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 315 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102286 members 
Mstep: Class 27 contains 614 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 768 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 201 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 564 members 
Mstep: Class 42 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138719.000000 Penalty: 23214.753906
Iteration 89Q: 43 clusters Score -1.013872e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 6839 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 618 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 4003 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2850 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 37525 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 315 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102280 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 768 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 368 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 201 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138727.000000 Penalty: 23214.753906
Iteration 90Q: 43 clusters Score -1.013873e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 488 members 
Mstep: Class 3 contains 6836 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 37526 members 
Mstep: Class 20 contains 7857 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 267 members 
Mstep: Class 23 contains 315 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102276 members 
Mstep: Class 27 contains 621 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 768 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 372 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138762.000000 Penalty: 23214.753906
Iteration 91Q: 43 clusters Score -1.013876e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 6830 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 37528 members 
Mstep: Class 20 contains 7854 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 315 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102274 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 767 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 374 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 282 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138770.000000 Penalty: 23214.753906
Iteration 92Q: 43 clusters Score -1.013877e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 637 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1534 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 416 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 37529 members 
Mstep: Class 20 contains 7853 members 
Mstep: Class 21 contains 148 members 
Mstep: Class 22 contains 271 members 
Mstep: Class 23 contains 315 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102273 members 
Mstep: Class 27 contains 628 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 768 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 374 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 279 members 
Mstep: Class 41 contains 564 members 
Mstep: Class 42 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138792.000000 Penalty: 23214.753906
Iteration 93Q: 43 clusters Score -1.013879e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 6828 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 416 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 37528 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 149 members 
Mstep: Class 22 contains 273 members 
Mstep: Class 23 contains 315 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102273 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 768 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 374 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 275 members 
Mstep: Class 41 contains 564 members 
Mstep: Class 42 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138792.000000 Penalty: 23214.753906
Iteration 94Q: 43 clusters Score -1.013879e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 496 members 
Mstep: Class 3 contains 6828 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1509 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 417 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 37525 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 149 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102273 members 
Mstep: Class 27 contains 640 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 767 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 374 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 414 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 270 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138819.000000 Penalty: 23214.753906
Iteration 95Q: 43 clusters Score -1.013882e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 637 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1501 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 715 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 416 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 37522 members 
Mstep: Class 20 contains 7858 members 
Mstep: Class 21 contains 149 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102273 members 
Mstep: Class 27 contains 647 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3010 members 
Mstep: Class 30 contains 766 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 375 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 414 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138830.000000 Penalty: 23214.753906
Iteration 96Q: 43 clusters Score -1.013883e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1494 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37523 members 
Mstep: Class 20 contains 7857 members 
Mstep: Class 21 contains 149 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102273 members 
Mstep: Class 27 contains 656 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 764 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 375 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 414 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138873.000000 Penalty: 23214.753906
Iteration 97Q: 43 clusters Score -1.013887e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 37523 members 
Mstep: Class 20 contains 7854 members 
Mstep: Class 21 contains 149 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102273 members 
Mstep: Class 27 contains 661 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 375 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 265 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138852.000000 Penalty: 23214.753906
Iteration 98Q: 43 clusters Score -1.013885e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 6830 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 719 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37521 members 
Mstep: Class 20 contains 7854 members 
Mstep: Class 21 contains 149 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102273 members 
Mstep: Class 27 contains 662 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 375 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 263 members 
Mstep: Class 41 contains 568 members 
Mstep: Class 42 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138870.000000 Penalty: 23214.753906
Iteration 99Q: 43 clusters Score -1.013887e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 6831 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1479 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 721 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37520 members 
Mstep: Class 20 contains 7854 members 
Mstep: Class 21 contains 149 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102273 members 
Mstep: Class 27 contains 665 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 375 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 259 members 
Mstep: Class 41 contains 570 members 
Mstep: Class 42 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138918.000000 Penalty: 23214.753906
Iteration 100F: 43 clusters Score -1.013892e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 501 members 
Mstep: Class 3 contains 6832 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 720 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37520 members 
Mstep: Class 20 contains 7848 members 
Mstep: Class 21 contains 153 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 665 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 374 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 207 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 195 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 256 members 
Mstep: Class 41 contains 572 members 
Mstep: Class 42 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138965.000000 Penalty: 23214.753906
Iteration 101Q: 43 clusters Score -1.013896e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 502 members 
Mstep: Class 3 contains 6833 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1477 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 158 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 372 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 255 members 
Mstep: Class 41 contains 572 members 
Mstep: Class 42 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139011.000000 Penalty: 23214.753906
Iteration 102Q: 43 clusters Score -1.013901e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 502 members 
Mstep: Class 3 contains 6835 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37518 members 
Mstep: Class 20 contains 7843 members 
Mstep: Class 21 contains 160 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 373 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 215 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 192 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139017.000000 Penalty: 23214.753906
Iteration 103Q: 43 clusters Score -1.013902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 502 members 
Mstep: Class 3 contains 6836 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37517 members 
Mstep: Class 20 contains 7842 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 665 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 374 members 
Mstep: Class 33 contains 578 members 
Mstep: Class 34 contains 217 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 191 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 253 members 
Mstep: Class 41 contains 575 members 
Mstep: Class 42 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139027.000000 Penalty: 23214.753906
Iteration 104Q: 43 clusters Score -1.013903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 502 members 
Mstep: Class 3 contains 6835 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 272 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 716 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37518 members 
Mstep: Class 20 contains 7844 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 664 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 251 members 
Mstep: Class 41 contains 576 members 
Mstep: Class 42 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139014.000000 Penalty: 23214.753906
Iteration 105Q: 43 clusters Score -1.013901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 502 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 576 members 
Mstep: Class 42 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139040.000000 Penalty: 23214.753906
Iteration 106Q: 43 clusters Score -1.013904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 502 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7843 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 662 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 577 members 
Mstep: Class 42 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139048.000000 Penalty: 23214.753906
Iteration 107Q: 43 clusters Score -1.013905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 502 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7846 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 662 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 576 members 
Mstep: Class 42 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139052.000000 Penalty: 23214.753906
Iteration 108Q: 43 clusters Score -1.013905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 502 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7843 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 576 members 
Mstep: Class 42 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139053.000000 Penalty: 23214.753906
Iteration 109Q: 43 clusters Score -1.013905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7844 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 577 members 
Mstep: Class 42 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139045.000000 Penalty: 23214.753906
Iteration 110Q: 43 clusters Score -1.013904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 638 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7850 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 577 members 
Mstep: Class 42 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139029.000000 Penalty: 23214.753906
Iteration 111Q: 43 clusters Score -1.013903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7851 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 577 members 
Mstep: Class 42 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139043.000000 Penalty: 23214.753906
Iteration 112Q: 43 clusters Score -1.013904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7849 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 577 members 
Mstep: Class 42 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139035.000000 Penalty: 23214.753906
Iteration 113Q: 43 clusters Score -1.013904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 637 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7849 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 578 members 
Mstep: Class 42 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139042.000000 Penalty: 23214.753906
Iteration 114Q: 43 clusters Score -1.013904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 638 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7847 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139040.000000 Penalty: 23214.753906
Iteration 115Q: 43 clusters Score -1.013904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139028.000000 Penalty: 23214.753906
Iteration 116Q: 43 clusters Score -1.013903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139032.000000 Penalty: 23214.753906
Iteration 117F: 43 clusters Score -1.013903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 716 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 163 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139036.000000 Penalty: 23214.753906
Iteration 118Q: 43 clusters Score -1.013904e+07 nChanged 2
Entering ConstructFrom: 
Score: -10139036.000000 Penalty: 23214.753906
Entering ConstructFrom: 
Trying to split cluster 1 (7990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Entering Unmasked Estep 
Score: -462776.656250 Penalty: 408.860535
	Iteration 0F: 2 clusters Score -462776.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -457395.468750 Penalty: 817.721069
	Iteration 0F: 3 clusters Score -457395.5 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -459591.875000 Penalty: 817.721069
	Iteration 1F: 3 clusters Score -459591.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -459873.531250 Penalty: 817.721069
	Iteration 2F: 3 clusters Score -459873.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -460130.187500 Penalty: 817.721069
	Iteration 3F: 3 clusters Score -460130.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -460369.375000 Penalty: 817.721069
	Iteration 4F: 3 clusters Score -460369.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -460629.000000 Penalty: 817.721069
	Iteration 5F: 3 clusters Score -460629 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -460860.156250 Penalty: 817.721069
	Iteration 6Q: 3 clusters Score -460860.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -461097.250000 Penalty: 817.721069
	Iteration 7Q: 3 clusters Score -461097.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -461298.093750 Penalty: 817.721069
	Iteration 8Q: 3 clusters Score -461298.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -461451.531250 Penalty: 817.721069
	Iteration 9Q: 3 clusters Score -461451.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -461551.593750 Penalty: 817.721069
	Iteration 10Q: 3 clusters Score -461551.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -461607.937500 Penalty: 817.721069
	Iteration 11Q: 3 clusters Score -461607.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -461639.875000 Penalty: 817.721069
	Iteration 12Q: 3 clusters Score -461639.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -461655.625000 Penalty: 817.721069
	Iteration 13Q: 3 clusters Score -461655.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -461669.468750 Penalty: 817.721069
	Iteration 14Q: 3 clusters Score -461669.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -461674.781250 Penalty: 817.721069
	Iteration 15Q: 3 clusters Score -461674.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -461679.156250 Penalty: 817.721069
	Iteration 16Q: 3 clusters Score -461679.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -461684.656250 Penalty: 817.721069
	Iteration 17Q: 3 clusters Score -461684.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -461688.750000 Penalty: 817.721069
	Iteration 18Q: 3 clusters Score -461688.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -461692.406250 Penalty: 817.721069
	Iteration 19Q: 3 clusters Score -461692.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -461695.781250 Penalty: 817.721069
	Iteration 20F: 3 clusters Score -461695.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -461698.500000 Penalty: 817.721069
	Iteration 21Q: 3 clusters Score -461698.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -461704.875000 Penalty: 817.721069
	Iteration 22Q: 3 clusters Score -461704.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -461709.406250 Penalty: 817.721069
	Iteration 23Q: 3 clusters Score -461709.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -461713.343750 Penalty: 817.721069
	Iteration 24Q: 3 clusters Score -461713.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -461715.406250 Penalty: 817.721069
	Iteration 25Q: 3 clusters Score -461715.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -461717.500000 Penalty: 817.721069
	Iteration 26Q: 3 clusters Score -461717.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -461719.281250 Penalty: 817.721069
	Iteration 27Q: 3 clusters Score -461719.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -461719.656250 Penalty: 817.721069
	Iteration 28Q: 3 clusters Score -461719.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -461723.531250 Penalty: 817.721069
	Iteration 29Q: 3 clusters Score -461723.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -461726.000000 Penalty: 817.721069
	Iteration 30Q: 3 clusters Score -461726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -461727.468750 Penalty: 817.721069
	Iteration 31Q: 3 clusters Score -461727.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -461728.843750 Penalty: 817.721069
	Iteration 32Q: 3 clusters Score -461728.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -461730.500000 Penalty: 817.721069
	Iteration 33Q: 3 clusters Score -461730.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -461731.406250 Penalty: 817.721069
	Iteration 34Q: 3 clusters Score -461731.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -461732.375000 Penalty: 817.721069
	Iteration 35Q: 3 clusters Score -461732.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -461732.468750 Penalty: 817.721069
	Iteration 36Q: 3 clusters Score -461732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -461732.937500 Penalty: 817.721069
	Iteration 37Q: 3 clusters Score -461732.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -461733.500000 Penalty: 817.721069
	Iteration 38Q: 3 clusters Score -461733.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -461734.187500 Penalty: 817.721069
	Iteration 39Q: 3 clusters Score -461734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -461734.437500 Penalty: 817.721069
	Iteration 40F: 3 clusters Score -461734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -461734.031250 Penalty: 817.721069
	Iteration 41Q: 3 clusters Score -461734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -461734.062500 Penalty: 817.721069
	Iteration 42Q: 3 clusters Score -461734.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -461734.375000 Penalty: 817.721069
	Iteration 43Q: 3 clusters Score -461734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -461734.875000 Penalty: 817.721069
	Iteration 44Q: 3 clusters Score -461734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -461734.531250 Penalty: 817.721069
	Iteration 45Q: 3 clusters Score -461734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -461734.531250 Penalty: 817.721069
	Iteration 46Q: 3 clusters Score -461734.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -461734.531250 Penalty: 817.721069
	Iteration 47F: 3 clusters Score -461734.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -22616.205078 Penalty: 283.036865
	Iteration 0F: 2 clusters Score -22616.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22133.648438 Penalty: 566.073730
	Iteration 0F: 3 clusters Score -22133.65 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22285.335938 Penalty: 566.073730
	Iteration 1F: 3 clusters Score -22285.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -22336.302734 Penalty: 566.073730
	Iteration 2F: 3 clusters Score -22336.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22375.660156 Penalty: 566.073730
	Iteration 3F: 3 clusters Score -22375.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22423.464844 Penalty: 566.073730
	Iteration 4F: 3 clusters Score -22423.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22475.023438 Penalty: 566.073730
	Iteration 5F: 3 clusters Score -22475.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22498.304688 Penalty: 566.073730
	Iteration 6Q: 3 clusters Score -22498.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -22509.810547 Penalty: 566.073730
	Iteration 7Q: 3 clusters Score -22509.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -22519.755859 Penalty: 566.073730
	Iteration 8Q: 3 clusters Score -22519.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -22523.138672 Penalty: 566.073730
	Iteration 9Q: 3 clusters Score -22523.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22524.238281 Penalty: 566.073730
	Iteration 10Q: 3 clusters Score -22524.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -22527.763672 Penalty: 566.073730
	Iteration 11Q: 3 clusters Score -22527.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -22528.380859 Penalty: 566.073730
	Iteration 12F: 3 clusters Score -22528.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -22531.640625 Penalty: 566.073730
	Iteration 13Q: 3 clusters Score -22531.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22532.042969 Penalty: 566.073730
	Iteration 14Q: 3 clusters Score -22532.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22532.042969 Penalty: 566.073730
	Iteration 15F: 3 clusters Score -22532.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Entering Unmasked Estep 
Score: -366224.406250 Penalty: 401.749756
	Iteration 0F: 2 clusters Score -366224.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -361631.375000 Penalty: 803.499512
	Iteration 0F: 3 clusters Score -361631.4 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -363532.187500 Penalty: 803.499512
	Iteration 1F: 3 clusters Score -363532.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -363743.781250 Penalty: 803.499512
	Iteration 2F: 3 clusters Score -363743.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -363966.343750 Penalty: 803.499512
	Iteration 3F: 3 clusters Score -363966.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -364233.750000 Penalty: 803.499512
	Iteration 4F: 3 clusters Score -364233.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -364480.406250 Penalty: 803.499512
	Iteration 5F: 3 clusters Score -364480.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -364710.406250 Penalty: 803.499512
	Iteration 6F: 3 clusters Score -364710.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -364879.593750 Penalty: 803.499512
	Iteration 7Q: 3 clusters Score -364879.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -364997.562500 Penalty: 803.499512
	Iteration 8Q: 3 clusters Score -364997.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -365095.843750 Penalty: 803.499512
	Iteration 9Q: 3 clusters Score -365095.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -365173.562500 Penalty: 803.499512
	Iteration 10Q: 3 clusters Score -365173.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -365249.625000 Penalty: 803.499512
	Iteration 11Q: 3 clusters Score -365249.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -365305.781250 Penalty: 803.499512
	Iteration 12Q: 3 clusters Score -365305.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -365354.031250 Penalty: 803.499512
	Iteration 13Q: 3 clusters Score -365354 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -365406.437500 Penalty: 803.499512
	Iteration 14Q: 3 clusters Score -365406.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -365463.031250 Penalty: 803.499512
	Iteration 15Q: 3 clusters Score -365463 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -365507.812500 Penalty: 803.499512
	Iteration 16Q: 3 clusters Score -365507.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -365537.093750 Penalty: 803.499512
	Iteration 17Q: 3 clusters Score -365537.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -365556.406250 Penalty: 803.499512
	Iteration 18Q: 3 clusters Score -365556.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -365575.312500 Penalty: 803.499512
	Iteration 19Q: 3 clusters Score -365575.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -365605.187500 Penalty: 803.499512
	Iteration 20F: 3 clusters Score -365605.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -365635.562500 Penalty: 803.499512
	Iteration 21Q: 3 clusters Score -365635.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -365669.718750 Penalty: 803.499512
	Iteration 22Q: 3 clusters Score -365669.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -365706.593750 Penalty: 803.499512
	Iteration 23Q: 3 clusters Score -365706.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -365736.656250 Penalty: 803.499512
	Iteration 24Q: 3 clusters Score -365736.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -365770.812500 Penalty: 803.499512
	Iteration 25Q: 3 clusters Score -365770.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -365801.562500 Penalty: 803.499512
	Iteration 26Q: 3 clusters Score -365801.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -365828.156250 Penalty: 803.499512
	Iteration 27Q: 3 clusters Score -365828.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -365849.781250 Penalty: 803.499512
	Iteration 28Q: 3 clusters Score -365849.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -365871.468750 Penalty: 803.499512
	Iteration 29Q: 3 clusters Score -365871.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -365888.937500 Penalty: 803.499512
	Iteration 30Q: 3 clusters Score -365888.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -365903.500000 Penalty: 803.499512
	Iteration 31Q: 3 clusters Score -365903.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -365911.562500 Penalty: 803.499512
	Iteration 32Q: 3 clusters Score -365911.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -365919.468750 Penalty: 803.499512
	Iteration 33Q: 3 clusters Score -365919.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -365932.250000 Penalty: 803.499512
	Iteration 34Q: 3 clusters Score -365932.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -365944.062500 Penalty: 803.499512
	Iteration 35Q: 3 clusters Score -365944.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -365958.562500 Penalty: 803.499512
	Iteration 36Q: 3 clusters Score -365958.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -365974.656250 Penalty: 803.499512
	Iteration 37Q: 3 clusters Score -365974.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -365987.750000 Penalty: 803.499512
	Iteration 38Q: 3 clusters Score -365987.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -365997.031250 Penalty: 803.499512
	Iteration 39Q: 3 clusters Score -365997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -366006.687500 Penalty: 803.499512
	Iteration 40F: 3 clusters Score -366006.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -366015.312500 Penalty: 803.499512
	Iteration 41Q: 3 clusters Score -366015.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -366022.468750 Penalty: 803.499512
	Iteration 42Q: 3 clusters Score -366022.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -366028.687500 Penalty: 803.499512
	Iteration 43Q: 3 clusters Score -366028.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -366034.656250 Penalty: 803.499512
	Iteration 44Q: 3 clusters Score -366034.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -366039.875000 Penalty: 803.499512
	Iteration 45Q: 3 clusters Score -366039.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -366047.843750 Penalty: 803.499512
	Iteration 46Q: 3 clusters Score -366047.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -366053.781250 Penalty: 803.499512
	Iteration 47Q: 3 clusters Score -366053.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -366058.343750 Penalty: 803.499512
	Iteration 48Q: 3 clusters Score -366058.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -366063.375000 Penalty: 803.499512
	Iteration 49Q: 3 clusters Score -366063.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -366067.187500 Penalty: 803.499512
	Iteration 50Q: 3 clusters Score -366067.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -366071.000000 Penalty: 803.499512
	Iteration 51Q: 3 clusters Score -366071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -366071.437500 Penalty: 803.499512
	Iteration 52Q: 3 clusters Score -366071.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -366072.562500 Penalty: 803.499512
	Iteration 53Q: 3 clusters Score -366072.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -366074.781250 Penalty: 803.499512
	Iteration 54Q: 3 clusters Score -366074.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -366075.781250 Penalty: 803.499512
	Iteration 55Q: 3 clusters Score -366075.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -366075.656250 Penalty: 803.499512
	Iteration 56Q: 3 clusters Score -366075.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -366078.093750 Penalty: 803.499512
	Iteration 57Q: 3 clusters Score -366078.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -366078.937500 Penalty: 803.499512
	Iteration 58Q: 3 clusters Score -366078.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -366081.531250 Penalty: 803.499512
	Iteration 59Q: 3 clusters Score -366081.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -366083.031250 Penalty: 803.499512
	Iteration 60F: 3 clusters Score -366083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -366083.343750 Penalty: 803.499512
	Iteration 61Q: 3 clusters Score -366083.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -366085.312500 Penalty: 803.499512
	Iteration 62Q: 3 clusters Score -366085.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -366088.093750 Penalty: 803.499512
	Iteration 63Q: 3 clusters Score -366088.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -366090.593750 Penalty: 803.499512
	Iteration 64Q: 3 clusters Score -366090.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -366094.531250 Penalty: 803.499512
	Iteration 65Q: 3 clusters Score -366094.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -366095.343750 Penalty: 803.499512
	Iteration 66Q: 3 clusters Score -366095.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -366096.625000 Penalty: 803.499512
	Iteration 67Q: 3 clusters Score -366096.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -366097.875000 Penalty: 803.499512
	Iteration 68Q: 3 clusters Score -366097.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -366100.187500 Penalty: 803.499512
	Iteration 69Q: 3 clusters Score -366100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -366100.781250 Penalty: 803.499512
	Iteration 70Q: 3 clusters Score -366100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -366101.093750 Penalty: 803.499512
	Iteration 71Q: 3 clusters Score -366101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -366101.562500 Penalty: 803.499512
	Iteration 72Q: 3 clusters Score -366101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -366101.500000 Penalty: 803.499512
	Iteration 73Q: 3 clusters Score -366101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -366101.500000 Penalty: 803.499512
	Iteration 74F: 3 clusters Score -366101.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -29824.675781 Penalty: 292.183807
	Iteration 0F: 2 clusters Score -29824.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29294.626953 Penalty: 584.367615
	Iteration 0F: 3 clusters Score -29294.63 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29598.419922 Penalty: 584.367615
	Iteration 1F: 3 clusters Score -29598.42 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29769.544922 Penalty: 584.367615
	Iteration 2F: 3 clusters Score -29769.54 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29914.404297 Penalty: 584.367615
	Iteration 3F: 3 clusters Score -29914.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30045.365234 Penalty: 584.367615
	Iteration 4Q: 3 clusters Score -30045.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -30088.328125 Penalty: 584.367615
	Iteration 5Q: 3 clusters Score -30088.33 nChanged 13
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: -30110.316406 Penalty: 584.367615
	Iteration 6Q: 3 clusters Score -30110.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -30118.496094 Penalty: 584.367615
	Iteration 7Q: 3 clusters Score -30118.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30124.974609 Penalty: 584.367615
	Iteration 8Q: 3 clusters Score -30124.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30130.123047 Penalty: 584.367615
	Iteration 9Q: 3 clusters Score -30130.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -30132.759766 Penalty: 584.367615
	Iteration 10Q: 3 clusters Score -30132.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30143.115234 Penalty: 584.367615
	Iteration 11Q: 3 clusters Score -30143.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -30155.507812 Penalty: 584.367615
	Iteration 12Q: 3 clusters Score -30155.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -30155.507812 Penalty: 584.367615
	Iteration 13F: 3 clusters Score -30155.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Entering Unmasked Estep 
Score: -10139111.000000 Penalty: 23767.486328
Splitting cluster 4 changes total score from -10139036.000000 to -10139111.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 5 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -35940.714844 Penalty: 293.925659
	Iteration 0F: 2 clusters Score -35940.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35369.207031 Penalty: 587.851318
	Iteration 0F: 3 clusters Score -35369.21 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35569.507812 Penalty: 587.851318
	Iteration 1F: 3 clusters Score -35569.51 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -35607.753906 Penalty: 587.851318
	Iteration 2F: 3 clusters Score -35607.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -35630.171875 Penalty: 587.851318
	Iteration 3Q: 3 clusters Score -35630.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -35644.453125 Penalty: 587.851318
	Iteration 4Q: 3 clusters Score -35644.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -35654.050781 Penalty: 587.851318
	Iteration 5Q: 3 clusters Score -35654.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -35666.101562 Penalty: 587.851318
	Iteration 6Q: 3 clusters Score -35666.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -35681.578125 Penalty: 587.851318
	Iteration 7Q: 3 clusters Score -35681.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -35694.109375 Penalty: 587.851318
	Iteration 8Q: 3 clusters Score -35694.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -35703.503906 Penalty: 587.851318
	Iteration 9Q: 3 clusters Score -35703.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -35707.769531 Penalty: 587.851318
	Iteration 10Q: 3 clusters Score -35707.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -35712.902344 Penalty: 587.851318
	Iteration 11Q: 3 clusters Score -35712.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -35715.746094 Penalty: 587.851318
	Iteration 12Q: 3 clusters Score -35715.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -35717.796875 Penalty: 587.851318
	Iteration 13Q: 3 clusters Score -35717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35718.453125 Penalty: 587.851318
	Iteration 14Q: 3 clusters Score -35718.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35718.453125 Penalty: 587.851318
	Iteration 15F: 3 clusters Score -35718.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8892.212891 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8892.213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8641.406250 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -8641.406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8709.900391 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -8709.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8733.127930 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -8733.128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8764.076172 Penalty: 466.280701
	Iteration 3F: 3 clusters Score -8764.076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8765.326172 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -8765.326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8765.326172 Penalty: 466.280701
	Iteration 5F: 3 clusters Score -8765.326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -21332.529297 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -21332.53 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 213 members 
Entering Unmasked Estep 
Score: -20919.023438 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -20919.02 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21097.542969 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -21097.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21165.585938 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -21165.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21222.794922 Penalty: 547.025330
	Iteration 3F: 3 clusters Score -21222.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21277.896484 Penalty: 547.025330
	Iteration 4F: 3 clusters Score -21277.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21298.697266 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -21298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21311.437500 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -21311.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21322.222656 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -21322.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21328.210938 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -21328.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21334.429688 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -21334.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21340.203125 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -21340.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21345.953125 Penalty: 547.025330
	Iteration 11Q: 3 clusters Score -21345.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21357.146484 Penalty: 547.025330
	Iteration 12Q: 3 clusters Score -21357.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21368.548828 Penalty: 547.025330
	Iteration 13Q: 3 clusters Score -21368.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21392.664062 Penalty: 547.025330
	Iteration 14Q: 3 clusters Score -21392.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21412.931641 Penalty: 547.025330
	Iteration 15Q: 3 clusters Score -21412.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21433.539062 Penalty: 547.025330
	Iteration 16Q: 3 clusters Score -21433.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21436.480469 Penalty: 547.025330
	Iteration 17Q: 3 clusters Score -21436.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21436.480469 Penalty: 547.025330
	Iteration 18F: 3 clusters Score -21436.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 159 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 249 members 
Entering Unmasked Estep 
Score: -10138933.000000 Penalty: 24320.218750
Splitting cluster 7 changes total score from -10139036.000000 to -10138933.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -10033.455078 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -10033.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9730.325195 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -9730.325 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9934.709961 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -9934.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9978.575195 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -9978.575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9999.152344 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -9999.152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10020.880859 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -10020.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10033.489258 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -10033.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10059.111328 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -10059.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10084.434570 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -10084.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10094.715820 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -10094.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10095.537109 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -10095.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10095.537109 Penalty: 509.792816
	Iteration 10F: 3 clusters Score -10095.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 83 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 188 members 
Entering Unmasked Estep 
Score: -10138871.000000 Penalty: 24320.218750
Splitting cluster 8 changes total score from -10139036.000000 to -10138871.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -77262.750000 Penalty: 331.615112
	Iteration 0F: 2 clusters Score -77262.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -76159.078125 Penalty: 663.230225
	Iteration 0F: 3 clusters Score -76159.08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -76674.539062 Penalty: 663.230225
	Iteration 1F: 3 clusters Score -76674.54 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -76811.265625 Penalty: 663.230225
	Iteration 2F: 3 clusters Score -76811.27 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -76879.640625 Penalty: 663.230225
	Iteration 3F: 3 clusters Score -76879.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -76915.171875 Penalty: 663.230225
	Iteration 4Q: 3 clusters Score -76915.17 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -76938.671875 Penalty: 663.230225
	Iteration 5Q: 3 clusters Score -76938.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -76953.203125 Penalty: 663.230225
	Iteration 6Q: 3 clusters Score -76953.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -76963.054688 Penalty: 663.230225
	Iteration 7Q: 3 clusters Score -76963.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -76972.117188 Penalty: 663.230225
	Iteration 8Q: 3 clusters Score -76972.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -76976.359375 Penalty: 663.230225
	Iteration 9Q: 3 clusters Score -76976.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -76976.921875 Penalty: 663.230225
	Iteration 10Q: 3 clusters Score -76976.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -76977.242188 Penalty: 663.230225
	Iteration 11Q: 3 clusters Score -76977.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -76977.421875 Penalty: 663.230225
	Iteration 12Q: 3 clusters Score -76977.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -76977.609375 Penalty: 663.230225
	Iteration 13Q: 3 clusters Score -76977.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -76977.609375 Penalty: 663.230225
	Iteration 14F: 3 clusters Score -76977.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Entering Unmasked Estep 
Score: -205548.968750 Penalty: 377.583527
	Iteration 0F: 2 clusters Score -205549 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 2025 members 
Entering Unmasked Estep 
Score: -202789.390625 Penalty: 755.167053
	Iteration 0F: 3 clusters Score -202789.4 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -203897.921875 Penalty: 755.167053
	Iteration 1F: 3 clusters Score -203897.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -204131.421875 Penalty: 755.167053
	Iteration 2F: 3 clusters Score -204131.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -204319.031250 Penalty: 755.167053
	Iteration 3F: 3 clusters Score -204319 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -204453.796875 Penalty: 755.167053
	Iteration 4F: 3 clusters Score -204453.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -204601.937500 Penalty: 755.167053
	Iteration 5F: 3 clusters Score -204601.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -204764.281250 Penalty: 755.167053
	Iteration 6F: 3 clusters Score -204764.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -204891.968750 Penalty: 755.167053
	Iteration 7Q: 3 clusters Score -204892 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -204971.828125 Penalty: 755.167053
	Iteration 8Q: 3 clusters Score -204971.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -205038.171875 Penalty: 755.167053
	Iteration 9Q: 3 clusters Score -205038.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -205111.984375 Penalty: 755.167053
	Iteration 10Q: 3 clusters Score -205112 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -205173.234375 Penalty: 755.167053
	Iteration 11Q: 3 clusters Score -205173.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -205248.687500 Penalty: 755.167053
	Iteration 12Q: 3 clusters Score -205248.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -205328.312500 Penalty: 755.167053
	Iteration 13Q: 3 clusters Score -205328.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -205400.109375 Penalty: 755.167053
	Iteration 14Q: 3 clusters Score -205400.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -205454.000000 Penalty: 755.167053
	Iteration 15Q: 3 clusters Score -205454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -205486.000000 Penalty: 755.167053
	Iteration 16Q: 3 clusters Score -205486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -205508.406250 Penalty: 755.167053
	Iteration 17Q: 3 clusters Score -205508.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -205527.750000 Penalty: 755.167053
	Iteration 18Q: 3 clusters Score -205527.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -205543.843750 Penalty: 755.167053
	Iteration 19Q: 3 clusters Score -205543.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -205552.656250 Penalty: 755.167053
	Iteration 20F: 3 clusters Score -205552.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -205559.640625 Penalty: 755.167053
	Iteration 21Q: 3 clusters Score -205559.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -205565.781250 Penalty: 755.167053
	Iteration 22Q: 3 clusters Score -205565.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -205569.734375 Penalty: 755.167053
	Iteration 23Q: 3 clusters Score -205569.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -205576.453125 Penalty: 755.167053
	Iteration 24Q: 3 clusters Score -205576.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -205582.890625 Penalty: 755.167053
	Iteration 25Q: 3 clusters Score -205582.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -205590.109375 Penalty: 755.167053
	Iteration 26Q: 3 clusters Score -205590.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -205595.156250 Penalty: 755.167053
	Iteration 27Q: 3 clusters Score -205595.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -205598.312500 Penalty: 755.167053
	Iteration 28Q: 3 clusters Score -205598.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -205599.812500 Penalty: 755.167053
	Iteration 29Q: 3 clusters Score -205599.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -205603.515625 Penalty: 755.167053
	Iteration 30Q: 3 clusters Score -205603.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -205607.781250 Penalty: 755.167053
	Iteration 31Q: 3 clusters Score -205607.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -205616.015625 Penalty: 755.167053
	Iteration 32Q: 3 clusters Score -205616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -205623.531250 Penalty: 755.167053
	Iteration 33Q: 3 clusters Score -205623.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -205631.312500 Penalty: 755.167053
	Iteration 34Q: 3 clusters Score -205631.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -205640.406250 Penalty: 755.167053
	Iteration 35Q: 3 clusters Score -205640.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -205656.296875 Penalty: 755.167053
	Iteration 36Q: 3 clusters Score -205656.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -205672.750000 Penalty: 755.167053
	Iteration 37Q: 3 clusters Score -205672.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -205690.218750 Penalty: 755.167053
	Iteration 38Q: 3 clusters Score -205690.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -205700.468750 Penalty: 755.167053
	Iteration 39Q: 3 clusters Score -205700.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -205707.078125 Penalty: 755.167053
	Iteration 40F: 3 clusters Score -205707.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -205714.312500 Penalty: 755.167053
	Iteration 41Q: 3 clusters Score -205714.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -205716.671875 Penalty: 755.167053
	Iteration 42Q: 3 clusters Score -205716.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -205717.875000 Penalty: 755.167053
	Iteration 43Q: 3 clusters Score -205717.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -205719.750000 Penalty: 755.167053
	Iteration 44Q: 3 clusters Score -205719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -205720.625000 Penalty: 755.167053
	Iteration 45Q: 3 clusters Score -205720.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -205721.609375 Penalty: 755.167053
	Iteration 46Q: 3 clusters Score -205721.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -205722.968750 Penalty: 755.167053
	Iteration 47Q: 3 clusters Score -205723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -205723.343750 Penalty: 755.167053
	Iteration 48Q: 3 clusters Score -205723.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -205723.375000 Penalty: 755.167053
	Iteration 49Q: 3 clusters Score -205723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -205723.843750 Penalty: 755.167053
	Iteration 50Q: 3 clusters Score -205723.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -205723.843750 Penalty: 755.167053
	Iteration 51F: 3 clusters Score -205723.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1921 members 
Entering Unmasked Estep 
Score: -10139131.000000 Penalty: 24320.218750
Splitting cluster 10 changes total score from -10139036.000000 to -10139131.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 11 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -6415.433105 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -6415.433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6185.198242 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -6185.198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6259.346680 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -6259.347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6296.249023 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -6296.249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6401.439453 Penalty: 436.416962
	Iteration 3F: 3 clusters Score -6401.439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6486.218750 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -6486.219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6507.821289 Penalty: 436.416962
	Iteration 5Q: 3 clusters Score -6507.821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6516.243652 Penalty: 436.416962
	Iteration 6Q: 3 clusters Score -6516.244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6518.371094 Penalty: 436.416962
	Iteration 7Q: 3 clusters Score -6518.371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6520.908691 Penalty: 436.416962
	Iteration 8Q: 3 clusters Score -6520.909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6522.872559 Penalty: 436.416962
	Iteration 9Q: 3 clusters Score -6522.873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6522.872559 Penalty: 436.416962
	Iteration 10F: 3 clusters Score -6522.873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 78 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1921 members 
Mstep: Class 45 contains 43 members 
Entering Unmasked Estep 
Score: -10138904.000000 Penalty: 24872.951172
Splitting cluster 11 changes total score from -10139036.000000 to -10138904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -21363.050781 Penalty: 298.975159
	Iteration 0F: 2 clusters Score -21363.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -20735.533203 Penalty: 597.950317
	Iteration 0F: 3 clusters Score -20735.53 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -21048.443359 Penalty: 597.950317
	Iteration 1F: 3 clusters Score -21048.44 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -21144.945312 Penalty: 597.950317
	Iteration 2F: 3 clusters Score -21144.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21204.708984 Penalty: 597.950317
	Iteration 3F: 3 clusters Score -21204.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21237.587891 Penalty: 597.950317
	Iteration 4F: 3 clusters Score -21237.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21263.751953 Penalty: 597.950317
	Iteration 5Q: 3 clusters Score -21263.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21283.224609 Penalty: 597.950317
	Iteration 6Q: 3 clusters Score -21283.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21315.164062 Penalty: 597.950317
	Iteration 7Q: 3 clusters Score -21315.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21354.560547 Penalty: 597.950317
	Iteration 8Q: 3 clusters Score -21354.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21361.148438 Penalty: 597.950317
	Iteration 9Q: 3 clusters Score -21361.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21365.953125 Penalty: 597.950317
	Iteration 10Q: 3 clusters Score -21365.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21367.853516 Penalty: 597.950317
	Iteration 11Q: 3 clusters Score -21367.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21368.214844 Penalty: 597.950317
	Iteration 12Q: 3 clusters Score -21368.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21368.214844 Penalty: 597.950317
	Iteration 13F: 3 clusters Score -21368.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1921 members 
Mstep: Class 45 contains 184 members 
Entering Unmasked Estep 
Score: -10138888.000000 Penalty: 24872.951172
Splitting cluster 12 changes total score from -10139036.000000 to -10138888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -4689.938965 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -4689.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4510.161621 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -4510.162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4568.749023 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -4568.749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4583.169434 Penalty: 406.397644
	Iteration 2Q: 3 clusters Score -4583.169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4591.173828 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -4591.174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4597.212402 Penalty: 406.397644
	Iteration 4Q: 3 clusters Score -4597.212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4599.414551 Penalty: 406.397644
	Iteration 5Q: 3 clusters Score -4599.415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4599.414551 Penalty: 406.397644
	Iteration 6F: 3 clusters Score -4599.415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Entering Unmasked Estep 
Score: -183716.750000 Penalty: 366.451874
	Iteration 0F: 2 clusters Score -183716.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -181510.703125 Penalty: 732.903748
	Iteration 0F: 3 clusters Score -181510.7 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -182312.812500 Penalty: 732.903748
	Iteration 1F: 3 clusters Score -182312.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -182439.843750 Penalty: 732.903748
	Iteration 2F: 3 clusters Score -182439.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -182554.062500 Penalty: 732.903748
	Iteration 3F: 3 clusters Score -182554.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -182691.968750 Penalty: 732.903748
	Iteration 4F: 3 clusters Score -182692 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -182814.171875 Penalty: 732.903748
	Iteration 5F: 3 clusters Score -182814.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -182945.171875 Penalty: 732.903748
	Iteration 6F: 3 clusters Score -182945.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -183066.296875 Penalty: 732.903748
	Iteration 7F: 3 clusters Score -183066.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -183141.812500 Penalty: 732.903748
	Iteration 8Q: 3 clusters Score -183141.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -183176.171875 Penalty: 732.903748
	Iteration 9Q: 3 clusters Score -183176.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -183202.609375 Penalty: 732.903748
	Iteration 10Q: 3 clusters Score -183202.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -183220.421875 Penalty: 732.903748
	Iteration 11Q: 3 clusters Score -183220.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -183237.468750 Penalty: 732.903748
	Iteration 12Q: 3 clusters Score -183237.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -183249.031250 Penalty: 732.903748
	Iteration 13Q: 3 clusters Score -183249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -183260.906250 Penalty: 732.903748
	Iteration 14Q: 3 clusters Score -183260.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -183271.906250 Penalty: 732.903748
	Iteration 15Q: 3 clusters Score -183271.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -183282.671875 Penalty: 732.903748
	Iteration 16Q: 3 clusters Score -183282.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -183295.921875 Penalty: 732.903748
	Iteration 17Q: 3 clusters Score -183295.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -183306.375000 Penalty: 732.903748
	Iteration 18Q: 3 clusters Score -183306.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -183313.296875 Penalty: 732.903748
	Iteration 19Q: 3 clusters Score -183313.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -183318.515625 Penalty: 732.903748
	Iteration 20F: 3 clusters Score -183318.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -183320.703125 Penalty: 732.903748
	Iteration 21Q: 3 clusters Score -183320.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -183321.828125 Penalty: 732.903748
	Iteration 22Q: 3 clusters Score -183321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -183323.859375 Penalty: 732.903748
	Iteration 23Q: 3 clusters Score -183323.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -183327.593750 Penalty: 732.903748
	Iteration 24Q: 3 clusters Score -183327.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -183332.234375 Penalty: 732.903748
	Iteration 25Q: 3 clusters Score -183332.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -183336.234375 Penalty: 732.903748
	Iteration 26Q: 3 clusters Score -183336.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -183339.234375 Penalty: 732.903748
	Iteration 27Q: 3 clusters Score -183339.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -183342.046875 Penalty: 732.903748
	Iteration 28Q: 3 clusters Score -183342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -183345.156250 Penalty: 732.903748
	Iteration 29Q: 3 clusters Score -183345.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -183347.984375 Penalty: 732.903748
	Iteration 30Q: 3 clusters Score -183348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -183350.703125 Penalty: 732.903748
	Iteration 31Q: 3 clusters Score -183350.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -183352.140625 Penalty: 732.903748
	Iteration 32Q: 3 clusters Score -183352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -183352.640625 Penalty: 732.903748
	Iteration 33Q: 3 clusters Score -183352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -183353.625000 Penalty: 732.903748
	Iteration 34Q: 3 clusters Score -183353.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -183353.750000 Penalty: 732.903748
	Iteration 35Q: 3 clusters Score -183353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -183354.218750 Penalty: 732.903748
	Iteration 36Q: 3 clusters Score -183354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -183355.062500 Penalty: 732.903748
	Iteration 37Q: 3 clusters Score -183355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -183355.562500 Penalty: 732.903748
	Iteration 38Q: 3 clusters Score -183355.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -183356.078125 Penalty: 732.903748
	Iteration 39Q: 3 clusters Score -183356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -183357.015625 Penalty: 732.903748
	Iteration 40F: 3 clusters Score -183357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -183357.562500 Penalty: 732.903748
	Iteration 41Q: 3 clusters Score -183357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -183357.812500 Penalty: 732.903748
	Iteration 42Q: 3 clusters Score -183357.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -183357.812500 Penalty: 732.903748
	Iteration 43F: 3 clusters Score -183357.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Entering Unmasked Estep 
Score: -145118.937500 Penalty: 361.795959
	Iteration 0F: 2 clusters Score -145118.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -143135.984375 Penalty: 723.591919
	Iteration 0F: 3 clusters Score -143136 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -143851.031250 Penalty: 723.591919
	Iteration 1F: 3 clusters Score -143851 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -143977.171875 Penalty: 723.591919
	Iteration 2F: 3 clusters Score -143977.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -144120.703125 Penalty: 723.591919
	Iteration 3F: 3 clusters Score -144120.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -144285.890625 Penalty: 723.591919
	Iteration 4F: 3 clusters Score -144285.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -144441.687500 Penalty: 723.591919
	Iteration 5F: 3 clusters Score -144441.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -144547.203125 Penalty: 723.591919
	Iteration 6Q: 3 clusters Score -144547.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -144612.140625 Penalty: 723.591919
	Iteration 7Q: 3 clusters Score -144612.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -144662.031250 Penalty: 723.591919
	Iteration 8Q: 3 clusters Score -144662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -144699.062500 Penalty: 723.591919
	Iteration 9Q: 3 clusters Score -144699.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -144725.093750 Penalty: 723.591919
	Iteration 10Q: 3 clusters Score -144725.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -144743.625000 Penalty: 723.591919
	Iteration 11Q: 3 clusters Score -144743.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -144761.390625 Penalty: 723.591919
	Iteration 12Q: 3 clusters Score -144761.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -144775.515625 Penalty: 723.591919
	Iteration 13Q: 3 clusters Score -144775.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -144788.109375 Penalty: 723.591919
	Iteration 14Q: 3 clusters Score -144788.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -144795.796875 Penalty: 723.591919
	Iteration 15Q: 3 clusters Score -144795.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -144805.281250 Penalty: 723.591919
	Iteration 16Q: 3 clusters Score -144805.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -144815.718750 Penalty: 723.591919
	Iteration 17Q: 3 clusters Score -144815.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -144822.718750 Penalty: 723.591919
	Iteration 18Q: 3 clusters Score -144822.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -144831.843750 Penalty: 723.591919
	Iteration 19Q: 3 clusters Score -144831.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -144843.062500 Penalty: 723.591919
	Iteration 20F: 3 clusters Score -144843.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -144851.187500 Penalty: 723.591919
	Iteration 21Q: 3 clusters Score -144851.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -144865.328125 Penalty: 723.591919
	Iteration 22Q: 3 clusters Score -144865.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -144871.578125 Penalty: 723.591919
	Iteration 23Q: 3 clusters Score -144871.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -144875.265625 Penalty: 723.591919
	Iteration 24Q: 3 clusters Score -144875.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -144880.671875 Penalty: 723.591919
	Iteration 25Q: 3 clusters Score -144880.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -144888.296875 Penalty: 723.591919
	Iteration 26Q: 3 clusters Score -144888.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -144895.203125 Penalty: 723.591919
	Iteration 27Q: 3 clusters Score -144895.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -144899.609375 Penalty: 723.591919
	Iteration 28Q: 3 clusters Score -144899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -144904.562500 Penalty: 723.591919
	Iteration 29Q: 3 clusters Score -144904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -144911.078125 Penalty: 723.591919
	Iteration 30Q: 3 clusters Score -144911.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -144915.140625 Penalty: 723.591919
	Iteration 31Q: 3 clusters Score -144915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -144918.937500 Penalty: 723.591919
	Iteration 32Q: 3 clusters Score -144918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -144919.875000 Penalty: 723.591919
	Iteration 33Q: 3 clusters Score -144919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -144919.875000 Penalty: 723.591919
	Iteration 34F: 3 clusters Score -144919.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -20296.369141 Penalty: 274.066864
	Iteration 0F: 2 clusters Score -20296.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19865.316406 Penalty: 548.133728
	Iteration 0F: 3 clusters Score -19865.32 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19972.628906 Penalty: 548.133728
	Iteration 1F: 3 clusters Score -19972.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19994.716797 Penalty: 548.133728
	Iteration 2F: 3 clusters Score -19994.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20016.304688 Penalty: 548.133728
	Iteration 3Q: 3 clusters Score -20016.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20028.449219 Penalty: 548.133728
	Iteration 4Q: 3 clusters Score -20028.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20043.298828 Penalty: 548.133728
	Iteration 5Q: 3 clusters Score -20043.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20051.828125 Penalty: 548.133728
	Iteration 6Q: 3 clusters Score -20051.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20056.462891 Penalty: 548.133728
	Iteration 7Q: 3 clusters Score -20056.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20059.886719 Penalty: 548.133728
	Iteration 8Q: 3 clusters Score -20059.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20067.187500 Penalty: 548.133728
	Iteration 9Q: 3 clusters Score -20067.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20070.679688 Penalty: 548.133728
	Iteration 10Q: 3 clusters Score -20070.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20071.585938 Penalty: 548.133728
	Iteration 11Q: 3 clusters Score -20071.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20072.410156 Penalty: 548.133728
	Iteration 12Q: 3 clusters Score -20072.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20073.416016 Penalty: 548.133728
	Iteration 13Q: 3 clusters Score -20073.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20073.798828 Penalty: 548.133728
	Iteration 14Q: 3 clusters Score -20073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20074.216797 Penalty: 548.133728
	Iteration 15Q: 3 clusters Score -20074.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20076.546875 Penalty: 548.133728
	Iteration 16Q: 3 clusters Score -20076.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20077.736328 Penalty: 548.133728
	Iteration 17Q: 3 clusters Score -20077.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20081.611328 Penalty: 548.133728
	Iteration 18Q: 3 clusters Score -20081.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20089.925781 Penalty: 548.133728
	Iteration 19Q: 3 clusters Score -20089.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20106.673828 Penalty: 548.133728
	Iteration 20F: 3 clusters Score -20106.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20118.720703 Penalty: 548.133728
	Iteration 21Q: 3 clusters Score -20118.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20126.621094 Penalty: 548.133728
	Iteration 22Q: 3 clusters Score -20126.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20127.974609 Penalty: 548.133728
	Iteration 23Q: 3 clusters Score -20127.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20127.974609 Penalty: 548.133728
	Iteration 24F: 3 clusters Score -20127.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -9417.511719 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -9417.512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9185.781250 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -9185.781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9246.667969 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -9246.668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9257.626953 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -9257.627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9257.626953 Penalty: 454.746338
	Iteration 3F: 3 clusters Score -9257.627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -18053.007812 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -18053.01 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 173 members 
Entering Unmasked Estep 
Score: -17676.468750 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -17676.47 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17890.042969 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -17890.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18011.376953 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -18011.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18082.125000 Penalty: 540.315796
	Iteration 3Q: 3 clusters Score -18082.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18148.933594 Penalty: 540.315796
	Iteration 4F: 3 clusters Score -18148.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18171.986328 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -18171.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18175.408203 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -18175.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18175.408203 Penalty: 540.315796
	Iteration 7F: 3 clusters Score -18175.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1921 members 
Mstep: Class 45 contains 191 members 
Entering Unmasked Estep 
Score: -10138958.000000 Penalty: 24872.951172
Splitting cluster 18 changes total score from -10139036.000000 to -10138958.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Entering Unmasked Estep 
Score: -2010584.000000 Penalty: 479.233398
	Iteration 0F: 2 clusters Score -2010584 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 18646 members 
Entering Unmasked Estep 
Score: -1985539.875000 Penalty: 958.466797
	Iteration 0F: 3 clusters Score -1985540 nChanged 17979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1996395.625000 Penalty: 958.466797
	Iteration 1F: 3 clusters Score -1996396 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1997327.875000 Penalty: 958.466797
	Iteration 2F: 3 clusters Score -1997328 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1998785.375000 Penalty: 958.466797
	Iteration 3F: 3 clusters Score -1998785 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2001078.250000 Penalty: 958.466797
	Iteration 4F: 3 clusters Score -2001078 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2003961.750000 Penalty: 958.466797
	Iteration 5F: 3 clusters Score -2003962 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2006724.125000 Penalty: 958.466797
	Iteration 6F: 3 clusters Score -2006724 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2008605.625000 Penalty: 958.466797
	Iteration 7Q: 3 clusters Score -2008606 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2009510.000000 Penalty: 958.466797
	Iteration 8Q: 3 clusters Score -2009510 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2009869.750000 Penalty: 958.466797
	Iteration 9Q: 3 clusters Score -2009870 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2010025.500000 Penalty: 958.466797
	Iteration 10Q: 3 clusters Score -2010026 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2010106.750000 Penalty: 958.466797
	Iteration 11Q: 3 clusters Score -2010107 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2010159.125000 Penalty: 958.466797
	Iteration 12Q: 3 clusters Score -2010159 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2010192.250000 Penalty: 958.466797
	Iteration 13Q: 3 clusters Score -2010192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2010202.500000 Penalty: 958.466797
	Iteration 14Q: 3 clusters Score -2010202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2010210.500000 Penalty: 958.466797
	Iteration 15Q: 3 clusters Score -2010210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2010214.000000 Penalty: 958.466797
	Iteration 16Q: 3 clusters Score -2010214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2010214.625000 Penalty: 958.466797
	Iteration 17Q: 3 clusters Score -2010215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2010215.625000 Penalty: 958.466797
	Iteration 18Q: 3 clusters Score -2010216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2010222.875000 Penalty: 958.466797
	Iteration 19Q: 3 clusters Score -2010223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2010223.875000 Penalty: 958.466797
	Iteration 20F: 3 clusters Score -2010224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2010226.875000 Penalty: 958.466797
	Iteration 21Q: 3 clusters Score -2010227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2010226.875000 Penalty: 958.466797
	Iteration 22Q: 3 clusters Score -2010227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2010227.250000 Penalty: 958.466797
	Iteration 23Q: 3 clusters Score -2010227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2010227.250000 Penalty: 958.466797
	Iteration 24F: 3 clusters Score -2010227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Entering Unmasked Estep 
Score: -401592.062500 Penalty: 408.027222
	Iteration 0F: 2 clusters Score -401592.1 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 3900 members 
Entering Unmasked Estep 
Score: -396369.218750 Penalty: 816.054443
	Iteration 0F: 3 clusters Score -396369.2 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -399013.218750 Penalty: 816.054443
	Iteration 1F: 3 clusters Score -399013.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -399607.562500 Penalty: 816.054443
	Iteration 2F: 3 clusters Score -399607.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -400137.250000 Penalty: 816.054443
	Iteration 3F: 3 clusters Score -400137.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -400537.093750 Penalty: 816.054443
	Iteration 4F: 3 clusters Score -400537.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -400833.812500 Penalty: 816.054443
	Iteration 5Q: 3 clusters Score -400833.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -401060.218750 Penalty: 816.054443
	Iteration 6Q: 3 clusters Score -401060.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -401236.000000 Penalty: 816.054443
	Iteration 7Q: 3 clusters Score -401236 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -401385.031250 Penalty: 816.054443
	Iteration 8Q: 3 clusters Score -401385 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -401562.718750 Penalty: 816.054443
	Iteration 9Q: 3 clusters Score -401562.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -401702.687500 Penalty: 816.054443
	Iteration 10Q: 3 clusters Score -401702.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -401774.437500 Penalty: 816.054443
	Iteration 11Q: 3 clusters Score -401774.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -401805.843750 Penalty: 816.054443
	Iteration 12Q: 3 clusters Score -401805.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -401813.656250 Penalty: 816.054443
	Iteration 13Q: 3 clusters Score -401813.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -401820.125000 Penalty: 816.054443
	Iteration 14Q: 3 clusters Score -401820.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -401823.562500 Penalty: 816.054443
	Iteration 15Q: 3 clusters Score -401823.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -401826.656250 Penalty: 816.054443
	Iteration 16Q: 3 clusters Score -401826.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -401827.718750 Penalty: 816.054443
	Iteration 17Q: 3 clusters Score -401827.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -401829.531250 Penalty: 816.054443
	Iteration 18Q: 3 clusters Score -401829.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -401830.250000 Penalty: 816.054443
	Iteration 19Q: 3 clusters Score -401830.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -401832.375000 Penalty: 816.054443
	Iteration 20F: 3 clusters Score -401832.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -401832.812500 Penalty: 816.054443
	Iteration 21Q: 3 clusters Score -401832.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -401833.562500 Penalty: 816.054443
	Iteration 22Q: 3 clusters Score -401833.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -401833.781250 Penalty: 816.054443
	Iteration 23Q: 3 clusters Score -401833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -401834.968750 Penalty: 816.054443
	Iteration 24Q: 3 clusters Score -401835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -401835.937500 Penalty: 816.054443
	Iteration 25Q: 3 clusters Score -401835.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -401835.843750 Penalty: 816.054443
	Iteration 26Q: 3 clusters Score -401835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -401836.031250 Penalty: 816.054443
	Iteration 27Q: 3 clusters Score -401836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -401836.375000 Penalty: 816.054443
	Iteration 28Q: 3 clusters Score -401836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -401836.375000 Penalty: 816.054443
	Iteration 29F: 3 clusters Score -401836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 5889 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1921 members 
Mstep: Class 45 contains 1956 members 
Entering Unmasked Estep 
Score: -10139210.000000 Penalty: 24872.951172
Splitting cluster 20 changes total score from -10139036.000000 to -10139210.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 21 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -6805.069824 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -6805.07 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 81 members 
Entering Unmasked Estep 
Score: -6556.777832 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -6556.778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6651.291504 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -6651.292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6694.967773 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -6694.968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6703.037598 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -6703.038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6708.965820 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -6708.966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6717.325684 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -6717.326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6743.077637 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -6743.078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6745.575684 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -6745.576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6748.087891 Penalty: 464.087830
	Iteration 8Q: 3 clusters Score -6748.088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6753.093262 Penalty: 464.087830
	Iteration 9Q: 3 clusters Score -6753.093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6756.399414 Penalty: 464.087830
	Iteration 10Q: 3 clusters Score -6756.399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6762.722656 Penalty: 464.087830
	Iteration 11Q: 3 clusters Score -6762.723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6767.898438 Penalty: 464.087830
	Iteration 12Q: 3 clusters Score -6767.898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6773.597656 Penalty: 464.087830
	Iteration 13Q: 3 clusters Score -6773.598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6782.652344 Penalty: 464.087830
	Iteration 14Q: 3 clusters Score -6782.652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6785.779785 Penalty: 464.087830
	Iteration 15Q: 3 clusters Score -6785.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6791.839844 Penalty: 464.087830
	Iteration 16Q: 3 clusters Score -6791.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6805.799805 Penalty: 464.087830
	Iteration 17Q: 3 clusters Score -6805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6828.229980 Penalty: 464.087830
	Iteration 18Q: 3 clusters Score -6828.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6833.713867 Penalty: 464.087830
	Iteration 19Q: 3 clusters Score -6833.714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6835.124512 Penalty: 464.087830
	Iteration 20F: 3 clusters Score -6835.125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 5889 members 
Mstep: Class 21 contains 69 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1921 members 
Mstep: Class 45 contains 1956 members 
Mstep: Class 46 contains 95 members 
Entering Unmasked Estep 
Score: -10138919.000000 Penalty: 25425.683594
Splitting cluster 21 changes total score from -10139036.000000 to -10138919.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -14068.229492 Penalty: 255.397339
	Iteration 0F: 2 clusters Score -14068.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13721.234375 Penalty: 510.794678
	Iteration 0F: 3 clusters Score -13721.23 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13904.316406 Penalty: 510.794678
	Iteration 1F: 3 clusters Score -13904.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14006.511719 Penalty: 510.794678
	Iteration 2F: 3 clusters Score -14006.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14093.553711 Penalty: 510.794678
	Iteration 3F: 3 clusters Score -14093.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14116.086914 Penalty: 510.794678
	Iteration 4Q: 3 clusters Score -14116.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14128.284180 Penalty: 510.794678
	Iteration 5Q: 3 clusters Score -14128.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14146.598633 Penalty: 510.794678
	Iteration 6Q: 3 clusters Score -14146.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14150.892578 Penalty: 510.794678
	Iteration 7Q: 3 clusters Score -14150.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14152.188477 Penalty: 510.794678
	Iteration 8Q: 3 clusters Score -14152.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14152.666016 Penalty: 510.794678
	Iteration 9Q: 3 clusters Score -14152.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14152.666016 Penalty: 510.794678
	Iteration 10F: 3 clusters Score -14152.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 5889 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 111 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1921 members 
Mstep: Class 45 contains 1956 members 
Mstep: Class 46 contains 163 members 
Entering Unmasked Estep 
Score: -10138995.000000 Penalty: 25425.683594
Splitting cluster 22 changes total score from -10139036.000000 to -10138995.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -17574.310547 Penalty: 261.886261
	Iteration 0F: 2 clusters Score -17574.31 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 160 members 
Entering Unmasked Estep 
Score: -17237.992188 Penalty: 523.772522
	Iteration 0F: 3 clusters Score -17237.99 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17384.160156 Penalty: 523.772522
	Iteration 1F: 3 clusters Score -17384.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17449.898438 Penalty: 523.772522
	Iteration 2F: 3 clusters Score -17449.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17483.753906 Penalty: 523.772522
	Iteration 3F: 3 clusters Score -17483.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17507.603516 Penalty: 523.772522
	Iteration 4Q: 3 clusters Score -17507.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17518.564453 Penalty: 523.772522
	Iteration 5Q: 3 clusters Score -17518.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17533.833984 Penalty: 523.772522
	Iteration 6Q: 3 clusters Score -17533.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17541.085938 Penalty: 523.772522
	Iteration 7Q: 3 clusters Score -17541.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17544.562500 Penalty: 523.772522
	Iteration 8Q: 3 clusters Score -17544.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17545.935547 Penalty: 523.772522
	Iteration 9Q: 3 clusters Score -17545.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17545.935547 Penalty: 523.772522
	Iteration 10F: 3 clusters Score -17545.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -12174.706055 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -12174.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11894.400391 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11894.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12023.911133 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -12023.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12059.816406 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -12059.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12082.125977 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -12082.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12097.132812 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -12097.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12102.693359 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -12102.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12102.936523 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -12102.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12102.936523 Penalty: 502.088196
	Iteration 7F: 3 clusters Score -12102.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -9453.058594 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -9453.059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9171.343750 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -9171.344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9215.626953 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -9215.627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9238.854492 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -9238.854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9253.012695 Penalty: 483.948914
	Iteration 3Q: 3 clusters Score -9253.013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9266.015625 Penalty: 483.948914
	Iteration 4Q: 3 clusters Score -9266.016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9275.292969 Penalty: 483.948914
	Iteration 5Q: 3 clusters Score -9275.293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9283.139648 Penalty: 483.948914
	Iteration 6Q: 3 clusters Score -9283.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9289.406250 Penalty: 483.948914
	Iteration 7Q: 3 clusters Score -9289.406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9289.406250 Penalty: 483.948914
	Iteration 8F: 3 clusters Score -9289.406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (102272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102272 members 
Entering Unmasked Estep 
Score: -5886650.500000 Penalty: 524.860291
	Iteration 0F: 2 clusters Score -5886650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -5822373.000000 Penalty: 1049.720581
	Iteration 0F: 3 clusters Score -5822373 nChanged 49989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -5852503.000000 Penalty: 1049.720581
	Iteration 1F: 3 clusters Score -5852503 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -5854813.500000 Penalty: 1049.720581
	Iteration 2F: 3 clusters Score -5854814 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -5857653.000000 Penalty: 1049.720581
	Iteration 3F: 3 clusters Score -5857653 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -5861169.500000 Penalty: 1049.720581
	Iteration 4F: 3 clusters Score -5861170 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -5865435.500000 Penalty: 1049.720581
	Iteration 5F: 3 clusters Score -5865436 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -5869481.000000 Penalty: 1049.720581
	Iteration 6F: 3 clusters Score -5869481 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -5872928.000000 Penalty: 1049.720581
	Iteration 7F: 3 clusters Score -5872928 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -5875338.000000 Penalty: 1049.720581
	Iteration 8Q: 3 clusters Score -5875338 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -5876782.500000 Penalty: 1049.720581
	Iteration 9Q: 3 clusters Score -5876782 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82968 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -5877839.000000 Penalty: 1049.720581
	Iteration 10Q: 3 clusters Score -5877839 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -5878827.000000 Penalty: 1049.720581
	Iteration 11Q: 3 clusters Score -5878827 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -5879838.000000 Penalty: 1049.720581
	Iteration 12Q: 3 clusters Score -5879838 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -5880848.000000 Penalty: 1049.720581
	Iteration 13Q: 3 clusters Score -5880848 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94461 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -5881789.000000 Penalty: 1049.720581
	Iteration 14Q: 3 clusters Score -5881789 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96460 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -5882717.000000 Penalty: 1049.720581
	Iteration 15Q: 3 clusters Score -5882717 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98016 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -5883593.000000 Penalty: 1049.720581
	Iteration 16Q: 3 clusters Score -5883593 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99160 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -5884331.000000 Penalty: 1049.720581
	Iteration 17Q: 3 clusters Score -5884331 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5884861.500000 Penalty: 1049.720581
	Iteration 18Q: 3 clusters Score -5884862 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100624 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5885219.500000 Penalty: 1049.720581
	Iteration 19Q: 3 clusters Score -5885220 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5885495.500000 Penalty: 1049.720581
	Iteration 20F: 3 clusters Score -5885496 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5885726.000000 Penalty: 1049.720581
	Iteration 21Q: 3 clusters Score -5885726 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101653 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5885876.500000 Penalty: 1049.720581
	Iteration 22Q: 3 clusters Score -5885876 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101797 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5885972.500000 Penalty: 1049.720581
	Iteration 23Q: 3 clusters Score -5885972 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101896 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5886039.500000 Penalty: 1049.720581
	Iteration 24Q: 3 clusters Score -5886040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101980 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5886110.500000 Penalty: 1049.720581
	Iteration 25Q: 3 clusters Score -5886110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102033 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5886142.500000 Penalty: 1049.720581
	Iteration 26Q: 3 clusters Score -5886142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102065 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5886162.500000 Penalty: 1049.720581
	Iteration 27Q: 3 clusters Score -5886162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102079 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5886179.000000 Penalty: 1049.720581
	Iteration 28Q: 3 clusters Score -5886179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102093 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5886184.500000 Penalty: 1049.720581
	Iteration 29Q: 3 clusters Score -5886184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5886180.500000 Penalty: 1049.720581
	Iteration 30Q: 3 clusters Score -5886180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102113 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5886191.000000 Penalty: 1049.720581
	Iteration 31Q: 3 clusters Score -5886191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -5886189.500000 Penalty: 1049.720581
	Iteration 32Q: 3 clusters Score -5886190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5886191.500000 Penalty: 1049.720581
	Iteration 33Q: 3 clusters Score -5886192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5886194.000000 Penalty: 1049.720581
	Iteration 34Q: 3 clusters Score -5886194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102132 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5886195.000000 Penalty: 1049.720581
	Iteration 35Q: 3 clusters Score -5886195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5886199.000000 Penalty: 1049.720581
	Iteration 36Q: 3 clusters Score -5886199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5886204.000000 Penalty: 1049.720581
	Iteration 37Q: 3 clusters Score -5886204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5886206.000000 Penalty: 1049.720581
	Iteration 38Q: 3 clusters Score -5886206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5886204.000000 Penalty: 1049.720581
	Iteration 39Q: 3 clusters Score -5886204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102140 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5886197.500000 Penalty: 1049.720581
	Iteration 40F: 3 clusters Score -5886198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102142 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5886202.000000 Penalty: 1049.720581
	Iteration 41Q: 3 clusters Score -5886202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5886204.500000 Penalty: 1049.720581
	Iteration 42Q: 3 clusters Score -5886204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102148 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5886207.500000 Penalty: 1049.720581
	Iteration 43Q: 3 clusters Score -5886208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5886215.000000 Penalty: 1049.720581
	Iteration 44Q: 3 clusters Score -5886215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5886222.000000 Penalty: 1049.720581
	Iteration 45Q: 3 clusters Score -5886222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102165 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5886220.500000 Penalty: 1049.720581
	Iteration 46Q: 3 clusters Score -5886220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102167 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5886227.000000 Penalty: 1049.720581
	Iteration 47Q: 3 clusters Score -5886227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102169 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5886224.500000 Penalty: 1049.720581
	Iteration 48Q: 3 clusters Score -5886224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5886230.000000 Penalty: 1049.720581
	Iteration 49Q: 3 clusters Score -5886230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102171 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5886230.500000 Penalty: 1049.720581
	Iteration 50Q: 3 clusters Score -5886230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102171 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5886230.500000 Penalty: 1049.720581
	Iteration 51F: 3 clusters Score -5886230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -32128.404297 Penalty: 295.603271
	Iteration 0F: 2 clusters Score -32128.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31591.246094 Penalty: 591.206543
	Iteration 0F: 3 clusters Score -31591.25 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31888.605469 Penalty: 591.206543
	Iteration 1F: 3 clusters Score -31888.61 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31967.552734 Penalty: 591.206543
	Iteration 2F: 3 clusters Score -31967.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32008.583984 Penalty: 591.206543
	Iteration 3Q: 3 clusters Score -32008.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32035.865234 Penalty: 591.206543
	Iteration 4Q: 3 clusters Score -32035.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32058.158203 Penalty: 591.206543
	Iteration 5Q: 3 clusters Score -32058.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -32083.039062 Penalty: 591.206543
	Iteration 6Q: 3 clusters Score -32083.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -32100.904297 Penalty: 591.206543
	Iteration 7Q: 3 clusters Score -32100.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -32109.224609 Penalty: 591.206543
	Iteration 8Q: 3 clusters Score -32109.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32112.099609 Penalty: 591.206543
	Iteration 9Q: 3 clusters Score -32112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -32112.189453 Penalty: 591.206543
	Iteration 10Q: 3 clusters Score -32112.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32112.300781 Penalty: 591.206543
	Iteration 11Q: 3 clusters Score -32112.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -32113.507812 Penalty: 591.206543
	Iteration 12Q: 3 clusters Score -32113.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32114.023438 Penalty: 591.206543
	Iteration 13Q: 3 clusters Score -32114.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32114.353516 Penalty: 591.206543
	Iteration 14Q: 3 clusters Score -32114.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32120.503906 Penalty: 591.206543
	Iteration 15Q: 3 clusters Score -32120.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32124.748047 Penalty: 591.206543
	Iteration 16Q: 3 clusters Score -32124.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32127.019531 Penalty: 591.206543
	Iteration 17Q: 3 clusters Score -32127.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32128.285156 Penalty: 591.206543
	Iteration 18Q: 3 clusters Score -32128.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32130.140625 Penalty: 591.206543
	Iteration 19Q: 3 clusters Score -32130.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32130.787109 Penalty: 591.206543
	Iteration 20F: 3 clusters Score -32130.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32130.871094 Penalty: 591.206543
	Iteration 21Q: 3 clusters Score -32130.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32130.871094 Penalty: 591.206543
	Iteration 22F: 3 clusters Score -32130.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 5889 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 366 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1921 members 
Mstep: Class 45 contains 1956 members 
Mstep: Class 46 contains 297 members 
Entering Unmasked Estep 
Score: -10138942.000000 Penalty: 25425.683594
Splitting cluster 27 changes total score from -10139036.000000 to -10138942.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -11379.647461 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -11379.65 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 117 members 
Entering Unmasked Estep 
Score: -11110.512695 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -11110.51 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11235.304688 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -11235.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11288.033203 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -11288.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11314.330078 Penalty: 490.405548
	Iteration 3Q: 3 clusters Score -11314.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11337.876953 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -11337.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11373.293945 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -11373.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11383.044922 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -11383.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11403.845703 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -11403.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11424.042969 Penalty: 490.405548
	Iteration 8Q: 3 clusters Score -11424.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11443.287109 Penalty: 490.405548
	Iteration 9Q: 3 clusters Score -11443.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11455.010742 Penalty: 490.405548
	Iteration 10Q: 3 clusters Score -11455.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11462.317383 Penalty: 490.405548
	Iteration 11Q: 3 clusters Score -11462.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11463.994141 Penalty: 490.405548
	Iteration 12Q: 3 clusters Score -11463.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11467.092773 Penalty: 490.405548
	Iteration 13Q: 3 clusters Score -11467.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11471.250977 Penalty: 490.405548
	Iteration 14Q: 3 clusters Score -11471.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11473.392578 Penalty: 490.405548
	Iteration 15Q: 3 clusters Score -11473.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11480.426758 Penalty: 490.405548
	Iteration 16Q: 3 clusters Score -11480.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11483.444336 Penalty: 490.405548
	Iteration 17Q: 3 clusters Score -11483.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11485.253906 Penalty: 490.405548
	Iteration 18Q: 3 clusters Score -11485.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11485.253906 Penalty: 490.405548
	Iteration 19F: 3 clusters Score -11485.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 5889 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 86 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1921 members 
Mstep: Class 45 contains 1956 members 
Mstep: Class 46 contains 133 members 
Entering Unmasked Estep 
Score: -10139004.000000 Penalty: 25425.683594
Splitting cluster 28 changes total score from -10139036.000000 to -10139004.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Entering Unmasked Estep 
Score: -171017.484375 Penalty: 364.456268
	Iteration 0F: 2 clusters Score -171017.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -168980.812500 Penalty: 728.912537
	Iteration 0F: 3 clusters Score -168980.8 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -169785.984375 Penalty: 728.912537
	Iteration 1F: 3 clusters Score -169786 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -169944.218750 Penalty: 728.912537
	Iteration 2F: 3 clusters Score -169944.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -170108.453125 Penalty: 728.912537
	Iteration 3F: 3 clusters Score -170108.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -170283.046875 Penalty: 728.912537
	Iteration 4F: 3 clusters Score -170283 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -170435.296875 Penalty: 728.912537
	Iteration 5F: 3 clusters Score -170435.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -170537.703125 Penalty: 728.912537
	Iteration 6Q: 3 clusters Score -170537.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -170586.578125 Penalty: 728.912537
	Iteration 7Q: 3 clusters Score -170586.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -170616.453125 Penalty: 728.912537
	Iteration 8Q: 3 clusters Score -170616.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -170648.078125 Penalty: 728.912537
	Iteration 9Q: 3 clusters Score -170648.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -170678.578125 Penalty: 728.912537
	Iteration 10Q: 3 clusters Score -170678.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -170699.828125 Penalty: 728.912537
	Iteration 11Q: 3 clusters Score -170699.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -170721.343750 Penalty: 728.912537
	Iteration 12Q: 3 clusters Score -170721.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -170744.046875 Penalty: 728.912537
	Iteration 13Q: 3 clusters Score -170744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -170771.156250 Penalty: 728.912537
	Iteration 14Q: 3 clusters Score -170771.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -170796.156250 Penalty: 728.912537
	Iteration 15Q: 3 clusters Score -170796.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -170818.171875 Penalty: 728.912537
	Iteration 16Q: 3 clusters Score -170818.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -170840.562500 Penalty: 728.912537
	Iteration 17Q: 3 clusters Score -170840.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -170859.718750 Penalty: 728.912537
	Iteration 18Q: 3 clusters Score -170859.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -170875.859375 Penalty: 728.912537
	Iteration 19Q: 3 clusters Score -170875.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -170886.687500 Penalty: 728.912537
	Iteration 20F: 3 clusters Score -170886.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -170894.015625 Penalty: 728.912537
	Iteration 21Q: 3 clusters Score -170894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -170900.875000 Penalty: 728.912537
	Iteration 22Q: 3 clusters Score -170900.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -170903.281250 Penalty: 728.912537
	Iteration 23Q: 3 clusters Score -170903.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -170903.875000 Penalty: 728.912537
	Iteration 24Q: 3 clusters Score -170903.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -170905.312500 Penalty: 728.912537
	Iteration 25Q: 3 clusters Score -170905.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -170906.781250 Penalty: 728.912537
	Iteration 26Q: 3 clusters Score -170906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -170907.515625 Penalty: 728.912537
	Iteration 27Q: 3 clusters Score -170907.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -170908.921875 Penalty: 728.912537
	Iteration 28Q: 3 clusters Score -170908.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -170910.812500 Penalty: 728.912537
	Iteration 29Q: 3 clusters Score -170910.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -170911.781250 Penalty: 728.912537
	Iteration 30Q: 3 clusters Score -170911.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -170912.359375 Penalty: 728.912537
	Iteration 31Q: 3 clusters Score -170912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -170912.171875 Penalty: 728.912537
	Iteration 32Q: 3 clusters Score -170912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -170912.984375 Penalty: 728.912537
	Iteration 33Q: 3 clusters Score -170913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -170913.656250 Penalty: 728.912537
	Iteration 34Q: 3 clusters Score -170913.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -170914.156250 Penalty: 728.912537
	Iteration 35Q: 3 clusters Score -170914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -170914.937500 Penalty: 728.912537
	Iteration 36Q: 3 clusters Score -170914.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -170915.796875 Penalty: 728.912537
	Iteration 37Q: 3 clusters Score -170915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -170916.281250 Penalty: 728.912537
	Iteration 38Q: 3 clusters Score -170916.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -170918.421875 Penalty: 728.912537
	Iteration 39Q: 3 clusters Score -170918.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -170920.968750 Penalty: 728.912537
	Iteration 40F: 3 clusters Score -170921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -170924.171875 Penalty: 728.912537
	Iteration 41Q: 3 clusters Score -170924.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -170928.375000 Penalty: 728.912537
	Iteration 42Q: 3 clusters Score -170928.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -170934.640625 Penalty: 728.912537
	Iteration 43Q: 3 clusters Score -170934.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -170939.750000 Penalty: 728.912537
	Iteration 44Q: 3 clusters Score -170939.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -170943.062500 Penalty: 728.912537
	Iteration 45Q: 3 clusters Score -170943.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -170946.468750 Penalty: 728.912537
	Iteration 46Q: 3 clusters Score -170946.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -170949.718750 Penalty: 728.912537
	Iteration 47Q: 3 clusters Score -170949.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -170954.515625 Penalty: 728.912537
	Iteration 48Q: 3 clusters Score -170954.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -170958.890625 Penalty: 728.912537
	Iteration 49Q: 3 clusters Score -170958.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -170963.218750 Penalty: 728.912537
	Iteration 50Q: 3 clusters Score -170963.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -170966.562500 Penalty: 728.912537
	Iteration 51Q: 3 clusters Score -170966.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -170970.906250 Penalty: 728.912537
	Iteration 52Q: 3 clusters Score -170970.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -170974.375000 Penalty: 728.912537
	Iteration 53Q: 3 clusters Score -170974.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -170978.359375 Penalty: 728.912537
	Iteration 54Q: 3 clusters Score -170978.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -170982.515625 Penalty: 728.912537
	Iteration 55Q: 3 clusters Score -170982.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -170986.468750 Penalty: 728.912537
	Iteration 56Q: 3 clusters Score -170986.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -170988.859375 Penalty: 728.912537
	Iteration 57Q: 3 clusters Score -170988.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -170990.250000 Penalty: 728.912537
	Iteration 58Q: 3 clusters Score -170990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -170991.156250 Penalty: 728.912537
	Iteration 59Q: 3 clusters Score -170991.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -170991.703125 Penalty: 728.912537
	Iteration 60F: 3 clusters Score -170991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -170992.062500 Penalty: 728.912537
	Iteration 61Q: 3 clusters Score -170992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -170992.265625 Penalty: 728.912537
	Iteration 62Q: 3 clusters Score -170992.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -170992.000000 Penalty: 728.912537
	Iteration 63Q: 3 clusters Score -170992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -170992.203125 Penalty: 728.912537
	Iteration 64Q: 3 clusters Score -170992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -170992.312500 Penalty: 728.912537
	Iteration 65Q: 3 clusters Score -170992.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -170992.640625 Penalty: 728.912537
	Iteration 66Q: 3 clusters Score -170992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -170992.671875 Penalty: 728.912537
	Iteration 67Q: 3 clusters Score -170992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -170992.843750 Penalty: 728.912537
	Iteration 68Q: 3 clusters Score -170992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -170992.828125 Penalty: 728.912537
	Iteration 69Q: 3 clusters Score -170992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -170992.859375 Penalty: 728.912537
	Iteration 70Q: 3 clusters Score -170992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -170993.000000 Penalty: 728.912537
	Iteration 71Q: 3 clusters Score -170993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -170993.375000 Penalty: 728.912537
	Iteration 72Q: 3 clusters Score -170993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -170993.328125 Penalty: 728.912537
	Iteration 73Q: 3 clusters Score -170993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -170993.593750 Penalty: 728.912537
	Iteration 74Q: 3 clusters Score -170993.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -170993.593750 Penalty: 728.912537
	Iteration 75F: 3 clusters Score -170993.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -40490.394531 Penalty: 301.995239
	Iteration 0F: 2 clusters Score -40490.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39854.019531 Penalty: 603.990479
	Iteration 0F: 3 clusters Score -39854.02 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -40198.531250 Penalty: 603.990479
	Iteration 1F: 3 clusters Score -40198.53 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40314.843750 Penalty: 603.990479
	Iteration 2F: 3 clusters Score -40314.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40373.734375 Penalty: 603.990479
	Iteration 3F: 3 clusters Score -40373.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40396.199219 Penalty: 603.990479
	Iteration 4Q: 3 clusters Score -40396.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -40411.046875 Penalty: 603.990479
	Iteration 5Q: 3 clusters Score -40411.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40417.082031 Penalty: 603.990479
	Iteration 6Q: 3 clusters Score -40417.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40418.750000 Penalty: 603.990479
	Iteration 7Q: 3 clusters Score -40418.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40419.156250 Penalty: 603.990479
	Iteration 8Q: 3 clusters Score -40419.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -40419.500000 Penalty: 603.990479
	Iteration 9Q: 3 clusters Score -40419.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40419.500000 Penalty: 603.990479
	Iteration 10Q: 3 clusters Score -40419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40419.500000 Penalty: 603.990479
	Iteration 11F: 3 clusters Score -40419.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -2190.547363 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -2190.547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2038.430176 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -2038.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2059.656494 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -2059.656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2063.845947 Penalty: 396.460510
	Iteration 2Q: 3 clusters Score -2063.846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2064.964111 Penalty: 396.460510
	Iteration 3Q: 3 clusters Score -2064.964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2066.593506 Penalty: 396.460510
	Iteration 4Q: 3 clusters Score -2066.594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2067.128906 Penalty: 396.460510
	Iteration 5Q: 3 clusters Score -2067.129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2067.128906 Penalty: 396.460510
	Iteration 6F: 3 clusters Score -2067.129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -7829.723145 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -7829.723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -7455.567871 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -7455.568 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7614.088379 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -7614.088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7661.295410 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -7661.295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7686.791992 Penalty: 539.834290
	Iteration 3F: 3 clusters Score -7686.792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7711.254883 Penalty: 539.834290
	Iteration 4Q: 3 clusters Score -7711.255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7735.553711 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -7735.554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7752.415527 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -7752.416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7783.946777 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -7783.947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7831.269043 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -7831.269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7897.276367 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -7897.276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8031.488770 Penalty: 539.834290
	Iteration 10Q: 3 clusters Score -8031.489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8134.392578 Penalty: 539.834290
	Iteration 11Q: 3 clusters Score -8134.393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8207.642578 Penalty: 539.834290
	Iteration 12Q: 3 clusters Score -8207.643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8236.427734 Penalty: 539.834290
	Iteration 13Q: 3 clusters Score -8236.428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8246.488281 Penalty: 539.834290
	Iteration 14Q: 3 clusters Score -8246.488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8247.461914 Penalty: 539.834290
	Iteration 15Q: 3 clusters Score -8247.462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8247.461914 Penalty: 539.834290
	Iteration 16F: 3 clusters Score -8247.462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 5889 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 218 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1921 members 
Mstep: Class 45 contains 1956 members 
Mstep: Class 46 contains 159 members 
Entering Unmasked Estep 
Score: -10139337.000000 Penalty: 25425.683594
Splitting cluster 32 changes total score from -10139036.000000 to -10139337.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 33 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -30557.406250 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -30557.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -30020.927734 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -30020.93 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30268.884766 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -30268.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -30353.378906 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -30353.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30406.757812 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -30406.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -30440.455078 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -30440.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -30478.349609 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -30478.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30517.625000 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -30517.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -30598.019531 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -30598.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30685.390625 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -30685.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -30701.457031 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -30701.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -30717.087891 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -30717.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -30740.273438 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -30740.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -30780.367188 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -30780.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -30810.091797 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -30810.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -30810.562500 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -30810.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -30810.562500 Penalty: 579.035522
	Iteration 15F: 3 clusters Score -30810.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 5889 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 218 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1921 members 
Mstep: Class 45 contains 1956 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 364 members 
Entering Unmasked Estep 
Score: -10139327.000000 Penalty: 25978.416016
Splitting cluster 33 changes total score from -10139036.000000 to -10139327.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 34 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -13546.242188 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -13546.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13250.183594 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -13250.18 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13352.083984 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -13352.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13378.483398 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -13378.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13390.714844 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -13390.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13399.281250 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -13399.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13406.380859 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -13406.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13411.705078 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -13411.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13411.705078 Penalty: 491.232819
	Iteration 7F: 3 clusters Score -13411.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -19459.167969 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -19459.17 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 210 members 
Entering Unmasked Estep 
Score: -19053.673828 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -19053.67 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19203.660156 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -19203.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19237.845703 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -19237.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19300.085938 Penalty: 546.128723
	Iteration 3F: 3 clusters Score -19300.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19371.363281 Penalty: 546.128723
	Iteration 4Q: 3 clusters Score -19371.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19414.718750 Penalty: 546.128723
	Iteration 5F: 3 clusters Score -19414.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19432.515625 Penalty: 546.128723
	Iteration 6F: 3 clusters Score -19432.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19451.919922 Penalty: 546.128723
	Iteration 7Q: 3 clusters Score -19451.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19508.011719 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -19508.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19545.429688 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -19545.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19564.679688 Penalty: 546.128723
	Iteration 10Q: 3 clusters Score -19564.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19584.679688 Penalty: 546.128723
	Iteration 11Q: 3 clusters Score -19584.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19596.947266 Penalty: 546.128723
	Iteration 12Q: 3 clusters Score -19596.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19597.210938 Penalty: 546.128723
	Iteration 13Q: 3 clusters Score -19597.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19597.210938 Penalty: 546.128723
	Iteration 14F: 3 clusters Score -19597.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 5889 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 218 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 94 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1921 members 
Mstep: Class 45 contains 1956 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 364 members 
Mstep: Class 48 contains 310 members 
Entering Unmasked Estep 
Score: -10139185.000000 Penalty: 26531.148438
Splitting cluster 35 changes total score from -10139036.000000 to -10139185.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 36 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9520.760742 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9520.761 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 93 members 
Entering Unmasked Estep 
Score: -9260.565430 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9260.565 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9304.183594 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9304.184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9315.956055 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9315.956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9327.361328 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9327.361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9330.225586 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9330.226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9330.225586 Penalty: 477.479187
	Iteration 5F: 3 clusters Score -9330.226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -17465.792969 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -17465.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17086.591797 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -17086.59 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17278.363281 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -17278.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17359.660156 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -17359.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17407.927734 Penalty: 524.346680
	Iteration 3F: 3 clusters Score -17407.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17427.488281 Penalty: 524.346680
	Iteration 4Q: 3 clusters Score -17427.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17437.673828 Penalty: 524.346680
	Iteration 5Q: 3 clusters Score -17437.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17441.796875 Penalty: 524.346680
	Iteration 6Q: 3 clusters Score -17441.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17447.027344 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -17447.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17449.962891 Penalty: 524.346680
	Iteration 8Q: 3 clusters Score -17449.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17453.953125 Penalty: 524.346680
	Iteration 9Q: 3 clusters Score -17453.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17456.425781 Penalty: 524.346680
	Iteration 10Q: 3 clusters Score -17456.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17459.982422 Penalty: 524.346680
	Iteration 11Q: 3 clusters Score -17459.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17462.847656 Penalty: 524.346680
	Iteration 12Q: 3 clusters Score -17462.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17465.162109 Penalty: 524.346680
	Iteration 13Q: 3 clusters Score -17465.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17465.162109 Penalty: 524.346680
	Iteration 14F: 3 clusters Score -17465.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -23456.615234 Penalty: 274.066864
	Iteration 0F: 2 clusters Score -23456.62 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 201 members 
Entering Unmasked Estep 
Score: -23035.900391 Penalty: 548.133728
	Iteration 0F: 3 clusters Score -23035.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23167.722656 Penalty: 548.133728
	Iteration 1F: 3 clusters Score -23167.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23216.023438 Penalty: 548.133728
	Iteration 2F: 3 clusters Score -23216.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23241.845703 Penalty: 548.133728
	Iteration 3F: 3 clusters Score -23241.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23256.347656 Penalty: 548.133728
	Iteration 4Q: 3 clusters Score -23256.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23272.994141 Penalty: 548.133728
	Iteration 5Q: 3 clusters Score -23272.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23282.464844 Penalty: 548.133728
	Iteration 6Q: 3 clusters Score -23282.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23287.238281 Penalty: 548.133728
	Iteration 7Q: 3 clusters Score -23287.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23288.281250 Penalty: 548.133728
	Iteration 8Q: 3 clusters Score -23288.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23288.281250 Penalty: 548.133728
	Iteration 9F: 3 clusters Score -23288.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -23860.785156 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -23860.79 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 217 members 
Entering Unmasked Estep 
Score: -23416.167969 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -23416.17 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23597.396484 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -23597.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23658.451172 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -23658.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23680.722656 Penalty: 554.720032
	Iteration 3Q: 3 clusters Score -23680.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23691.380859 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -23691.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23693.308594 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -23693.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23694.933594 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -23694.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23698.339844 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -23698.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23701.859375 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -23701.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23708.382812 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -23708.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23712.263672 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -23712.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23721.041016 Penalty: 554.720032
	Iteration 11Q: 3 clusters Score -23721.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23725.355469 Penalty: 554.720032
	Iteration 12Q: 3 clusters Score -23725.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23732.396484 Penalty: 554.720032
	Iteration 13Q: 3 clusters Score -23732.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23741.181641 Penalty: 554.720032
	Iteration 14Q: 3 clusters Score -23741.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23750.384766 Penalty: 554.720032
	Iteration 15Q: 3 clusters Score -23750.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23768.699219 Penalty: 554.720032
	Iteration 16Q: 3 clusters Score -23768.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23780.646484 Penalty: 554.720032
	Iteration 17Q: 3 clusters Score -23780.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23784.310547 Penalty: 554.720032
	Iteration 18Q: 3 clusters Score -23784.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23785.962891 Penalty: 554.720032
	Iteration 19Q: 3 clusters Score -23785.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23786.480469 Penalty: 554.720032
	Iteration 20F: 3 clusters Score -23786.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -10763.632812 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -10763.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10494.310547 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -10494.31 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10614.350586 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -10614.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10661.991211 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -10661.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10717.274414 Penalty: 502.452942
	Iteration 3Q: 3 clusters Score -10717.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10745.494141 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -10745.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10775.163086 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -10775.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10790.023438 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -10790.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10796.415039 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -10796.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10798.215820 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -10798.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10800.453125 Penalty: 502.452942
	Iteration 9Q: 3 clusters Score -10800.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10801.591797 Penalty: 502.452942
	Iteration 10Q: 3 clusters Score -10801.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10802.909180 Penalty: 502.452942
	Iteration 11Q: 3 clusters Score -10802.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10807.356445 Penalty: 502.452942
	Iteration 12Q: 3 clusters Score -10807.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10810.008789 Penalty: 502.452942
	Iteration 13Q: 3 clusters Score -10810.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10815.559570 Penalty: 502.452942
	Iteration 14Q: 3 clusters Score -10815.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10823.891602 Penalty: 502.452942
	Iteration 15Q: 3 clusters Score -10823.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10825.327148 Penalty: 502.452942
	Iteration 16Q: 3 clusters Score -10825.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10826.013672 Penalty: 502.452942
	Iteration 17Q: 3 clusters Score -10826.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10828.523438 Penalty: 502.452942
	Iteration 18F: 3 clusters Score -10828.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10833.322266 Penalty: 502.452942
	Iteration 19Q: 3 clusters Score -10833.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10835.698242 Penalty: 502.452942
	Iteration 20F: 3 clusters Score -10835.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10837.890625 Penalty: 502.452942
	Iteration 21Q: 3 clusters Score -10837.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10842.108398 Penalty: 502.452942
	Iteration 22Q: 3 clusters Score -10842.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10845.575195 Penalty: 502.452942
	Iteration 23Q: 3 clusters Score -10845.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10845.575195 Penalty: 502.452942
	Iteration 24F: 3 clusters Score -10845.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 5889 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 218 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 94 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 150 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1921 members 
Mstep: Class 45 contains 1956 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 364 members 
Mstep: Class 48 contains 310 members 
Mstep: Class 49 contains 100 members 
Entering Unmasked Estep 
Score: -10138964.000000 Penalty: 27083.880859
Splitting cluster 40 changes total score from -10139036.000000 to -10138964.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -26063.376953 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -26063.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25536.250000 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -25536.25 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25727.292969 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -25727.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -25763.197266 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -25763.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25781.941406 Penalty: 579.035522
	Iteration 3Q: 3 clusters Score -25781.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25808.097656 Penalty: 579.035522
	Iteration 4F: 3 clusters Score -25808.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -25834.414062 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -25834.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25849.138672 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -25849.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25855.847656 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -25855.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -25862.576172 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -25862.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25870.888672 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -25870.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25877.677734 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -25877.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25882.244141 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -25882.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -25886.101562 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -25886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -25888.861328 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -25888.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25892.501953 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -25892.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -25899.587891 Penalty: 579.035522
	Iteration 15Q: 3 clusters Score -25899.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25907.894531 Penalty: 579.035522
	Iteration 16Q: 3 clusters Score -25907.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -25924.753906 Penalty: 579.035522
	Iteration 17Q: 3 clusters Score -25924.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -25953.220703 Penalty: 579.035522
	Iteration 18Q: 3 clusters Score -25953.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -25972.330078 Penalty: 579.035522
	Iteration 19Q: 3 clusters Score -25972.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -25983.703125 Penalty: 579.035522
	Iteration 20F: 3 clusters Score -25983.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -25988.207031 Penalty: 579.035522
	Iteration 21Q: 3 clusters Score -25988.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -25990.912109 Penalty: 579.035522
	Iteration 22Q: 3 clusters Score -25990.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -25993.091797 Penalty: 579.035522
	Iteration 23Q: 3 clusters Score -25993.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -25993.867188 Penalty: 579.035522
	Iteration 24Q: 3 clusters Score -25993.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -25995.046875 Penalty: 579.035522
	Iteration 25Q: 3 clusters Score -25995.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -25996.291016 Penalty: 579.035522
	Iteration 26Q: 3 clusters Score -25996.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -25997.710938 Penalty: 579.035522
	Iteration 27Q: 3 clusters Score -25997.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -25997.710938 Penalty: 579.035522
	Iteration 28F: 3 clusters Score -25997.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -29563.962891 Penalty: 288.646576
	Iteration 0F: 2 clusters Score -29563.96 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 287 members 
Entering Unmasked Estep 
Score: -29031.773438 Penalty: 577.293152
	Iteration 0F: 3 clusters Score -29031.77 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29229.433594 Penalty: 577.293152
	Iteration 1F: 3 clusters Score -29229.43 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29311.037109 Penalty: 577.293152
	Iteration 2F: 3 clusters Score -29311.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29353.582031 Penalty: 577.293152
	Iteration 3F: 3 clusters Score -29353.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29402.490234 Penalty: 577.293152
	Iteration 4Q: 3 clusters Score -29402.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29464.824219 Penalty: 577.293152
	Iteration 5Q: 3 clusters Score -29464.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29515.927734 Penalty: 577.293152
	Iteration 6Q: 3 clusters Score -29515.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29544.103516 Penalty: 577.293152
	Iteration 7Q: 3 clusters Score -29544.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29583.414062 Penalty: 577.293152
	Iteration 8Q: 3 clusters Score -29583.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29610.103516 Penalty: 577.293152
	Iteration 9Q: 3 clusters Score -29610.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29649.507812 Penalty: 577.293152
	Iteration 10Q: 3 clusters Score -29649.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29669.607422 Penalty: 577.293152
	Iteration 11Q: 3 clusters Score -29669.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29680.132812 Penalty: 577.293152
	Iteration 12Q: 3 clusters Score -29680.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29684.763672 Penalty: 577.293152
	Iteration 13Q: 3 clusters Score -29684.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29686.183594 Penalty: 577.293152
	Iteration 14Q: 3 clusters Score -29686.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29687.994141 Penalty: 577.293152
	Iteration 15Q: 3 clusters Score -29687.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29694.099609 Penalty: 577.293152
	Iteration 16Q: 3 clusters Score -29694.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -29706.806641 Penalty: 577.293152
	Iteration 17Q: 3 clusters Score -29706.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -29719.902344 Penalty: 577.293152
	Iteration 18Q: 3 clusters Score -29719.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -29729.375000 Penalty: 577.293152
	Iteration 19Q: 3 clusters Score -29729.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -29735.912109 Penalty: 577.293152
	Iteration 20F: 3 clusters Score -29735.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -29742.824219 Penalty: 577.293152
	Iteration 21Q: 3 clusters Score -29742.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -29778.328125 Penalty: 577.293152
	Iteration 22Q: 3 clusters Score -29778.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -29860.744141 Penalty: 577.293152
	Iteration 23Q: 3 clusters Score -29860.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -29877.871094 Penalty: 577.293152
	Iteration 24Q: 3 clusters Score -29877.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -29879.669922 Penalty: 577.293152
	Iteration 25Q: 3 clusters Score -29879.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -29881.041016 Penalty: 577.293152
	Iteration 26Q: 3 clusters Score -29881.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -29882.414062 Penalty: 577.293152
	Iteration 27Q: 3 clusters Score -29882.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -29882.414062 Penalty: 577.293152
	Iteration 28F: 3 clusters Score -29882.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 5889 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 218 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 94 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 189 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1921 members 
Mstep: Class 45 contains 1956 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 364 members 
Mstep: Class 48 contains 310 members 
Mstep: Class 49 contains 380 members 
Entering Unmasked Estep 
Score: -10139241.000000 Penalty: 27083.880859
Splitting cluster 42 changes total score from -10139036.000000 to -10139241.000000
So it's getting split into cluster 49.
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 37519 members 
Mstep: Class 20 contains 5889 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 218 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 94 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139661.000000 Penalty: 27083.880859
Iteration 119Q: 50 clusters Score -1.013966e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 6877 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 411 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1490 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 37591 members 
Mstep: Class 20 contains 5884 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 275 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102272 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 221 members 
Mstep: Class 29 contains 3018 members 
Mstep: Class 30 contains 766 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 221 members 
Mstep: Class 33 contains 224 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 97 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 319 members 
Mstep: Class 38 contains 414 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 589 members 
Mstep: Class 42 contains 189 members 
Mstep: Class 43 contains 265 members 
Mstep: Class 44 contains 1788 members 
Mstep: Class 45 contains 1914 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 310 members 
Mstep: Class 49 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140163.000000 Penalty: 27083.880859
Iteration 120F: 50 clusters Score -1.014016e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 620 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 404 members 
Mstep: Class 8 contains 272 members 
Mstep: Class 9 contains 1497 members 
Mstep: Class 10 contains 2064 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 667 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2832 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 37620 members 
Mstep: Class 20 contains 5844 members 
Mstep: Class 21 contains 171 members 
Mstep: Class 22 contains 270 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102268 members 
Mstep: Class 27 contains 672 members 
Mstep: Class 28 contains 210 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 762 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 229 members 
Mstep: Class 33 contains 226 members 
Mstep: Class 34 contains 222 members 
Mstep: Class 35 contains 98 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 193 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 1769 members 
Mstep: Class 45 contains 1961 members 
Mstep: Class 46 contains 194 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140403.000000 Penalty: 27083.880859
Iteration 121Q: 50 clusters Score -1.01404e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 609 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1503 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 647 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2821 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 37633 members 
Mstep: Class 20 contains 5824 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 311 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102262 members 
Mstep: Class 27 contains 672 members 
Mstep: Class 28 contains 208 members 
Mstep: Class 29 contains 3024 members 
Mstep: Class 30 contains 762 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 229 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 98 members 
Mstep: Class 36 contains 202 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 414 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 249 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 195 members 
Mstep: Class 43 contains 270 members 
Mstep: Class 44 contains 1757 members 
Mstep: Class 45 contains 1977 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140544.000000 Penalty: 27083.880859
Iteration 122Q: 50 clusters Score -1.014054e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 515 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 269 members 
Mstep: Class 9 contains 1510 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 646 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3147 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 37633 members 
Mstep: Class 20 contains 5804 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 270 members 
Mstep: Class 23 contains 309 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102261 members 
Mstep: Class 27 contains 675 members 
Mstep: Class 28 contains 208 members 
Mstep: Class 29 contains 3020 members 
Mstep: Class 30 contains 761 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 97 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 249 members 
Mstep: Class 41 contains 603 members 
Mstep: Class 42 contains 196 members 
Mstep: Class 43 contains 268 members 
Mstep: Class 44 contains 1758 members 
Mstep: Class 45 contains 1990 members 
Mstep: Class 46 contains 213 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140552.000000 Penalty: 27083.880859
Iteration 123Q: 50 clusters Score -1.014055e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 269 members 
Mstep: Class 9 contains 1521 members 
Mstep: Class 10 contains 2036 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 648 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3147 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 364 members 
Mstep: Class 19 contains 37626 members 
Mstep: Class 20 contains 5785 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 102262 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 208 members 
Mstep: Class 29 contains 3020 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 237 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 99 members 
Mstep: Class 36 contains 205 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 601 members 
Mstep: Class 42 contains 198 members 
Mstep: Class 43 contains 271 members 
Mstep: Class 44 contains 1764 members 
Mstep: Class 45 contains 1997 members 
Mstep: Class 46 contains 213 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140622.000000 Penalty: 27083.880859
Iteration 124Q: 50 clusters Score -1.014062e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 524 members 
Mstep: Class 3 contains 6947 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 588 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 269 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 649 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3147 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37617 members 
Mstep: Class 20 contains 5770 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102262 members 
Mstep: Class 27 contains 676 members 
Mstep: Class 28 contains 208 members 
Mstep: Class 29 contains 3020 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 237 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 602 members 
Mstep: Class 42 contains 203 members 
Mstep: Class 43 contains 272 members 
Mstep: Class 44 contains 1766 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140670.000000 Penalty: 27083.880859
Iteration 125Q: 50 clusters Score -1.014067e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 585 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 2024 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2809 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37612 members 
Mstep: Class 20 contains 5750 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102261 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 208 members 
Mstep: Class 29 contains 3020 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 78 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 601 members 
Mstep: Class 42 contains 206 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 1766 members 
Mstep: Class 45 contains 2018 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140695.000000 Penalty: 27083.880859
Iteration 126Q: 50 clusters Score -1.01407e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 582 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 269 members 
Mstep: Class 9 contains 1529 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 651 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2808 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37612 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 267 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102261 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 208 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 237 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 242 members 
Mstep: Class 41 contains 601 members 
Mstep: Class 42 contains 209 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1768 members 
Mstep: Class 45 contains 2026 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140715.000000 Penalty: 27083.880859
Iteration 127Q: 50 clusters Score -1.014072e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 581 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 269 members 
Mstep: Class 9 contains 1528 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37609 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 267 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102260 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 208 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 602 members 
Mstep: Class 42 contains 210 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1769 members 
Mstep: Class 45 contains 2030 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140713.000000 Penalty: 27083.880859
Iteration 128Q: 50 clusters Score -1.014071e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6969 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1531 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2804 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37605 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 267 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102260 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 602 members 
Mstep: Class 42 contains 213 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 1770 members 
Mstep: Class 45 contains 2032 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140731.000000 Penalty: 27083.880859
Iteration 129Q: 50 clusters Score -1.014073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6972 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 578 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1533 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2804 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37604 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102256 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 602 members 
Mstep: Class 42 contains 213 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1772 members 
Mstep: Class 45 contains 2034 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140740.000000 Penalty: 27083.880859
Iteration 130Q: 50 clusters Score -1.014074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 578 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1536 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2804 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37599 members 
Mstep: Class 20 contains 5705 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102254 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 602 members 
Mstep: Class 42 contains 215 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1773 members 
Mstep: Class 45 contains 2037 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140759.000000 Penalty: 27083.880859
Iteration 131Q: 50 clusters Score -1.014076e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6988 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1542 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2804 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37591 members 
Mstep: Class 20 contains 5694 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102254 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 601 members 
Mstep: Class 42 contains 215 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1773 members 
Mstep: Class 45 contains 2041 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140771.000000 Penalty: 27083.880859
Iteration 132Q: 50 clusters Score -1.014077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2804 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37588 members 
Mstep: Class 20 contains 5681 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102255 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 216 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1772 members 
Mstep: Class 45 contains 2047 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140799.000000 Penalty: 27083.880859
Iteration 133Q: 50 clusters Score -1.01408e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6996 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37584 members 
Mstep: Class 20 contains 5674 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102257 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3020 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 217 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1771 members 
Mstep: Class 45 contains 2051 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140791.000000 Penalty: 27083.880859
Iteration 134Q: 50 clusters Score -1.014079e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6997 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37581 members 
Mstep: Class 20 contains 5670 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102259 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3020 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 414 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 218 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1773 members 
Mstep: Class 45 contains 2054 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140808.000000 Penalty: 27083.880859
Iteration 135Q: 50 clusters Score -1.014081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5670 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102260 members 
Mstep: Class 27 contains 683 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3020 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 414 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 218 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1773 members 
Mstep: Class 45 contains 2053 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140802.000000 Penalty: 27083.880859
Iteration 136Q: 50 clusters Score -1.01408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37581 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102260 members 
Mstep: Class 27 contains 683 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 414 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 218 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1775 members 
Mstep: Class 45 contains 2055 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140798.000000 Penalty: 27083.880859
Iteration 137Q: 50 clusters Score -1.01408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37581 members 
Mstep: Class 20 contains 5665 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102261 members 
Mstep: Class 27 contains 683 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3017 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 414 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 218 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1776 members 
Mstep: Class 45 contains 2056 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140793.000000 Penalty: 27083.880859
Iteration 138Q: 50 clusters Score -1.014079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37581 members 
Mstep: Class 20 contains 5661 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102262 members 
Mstep: Class 27 contains 683 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3014 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 218 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2060 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140806.000000 Penalty: 27083.880859
Iteration 139Q: 50 clusters Score -1.014081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5657 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 414 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 218 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2067 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140806.000000 Penalty: 27083.880859
Iteration 140F: 50 clusters Score -1.014081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5653 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 414 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 221 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2070 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140816.000000 Penalty: 27083.880859
Iteration 141Q: 50 clusters Score -1.014082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5646 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2074 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140834.000000 Penalty: 27083.880859
Iteration 142Q: 50 clusters Score -1.014083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5645 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2076 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140828.000000 Penalty: 27083.880859
Iteration 143Q: 50 clusters Score -1.014083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 575 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5643 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2079 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140834.000000 Penalty: 27083.880859
Iteration 144Q: 50 clusters Score -1.014083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 574 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5642 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2080 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140832.000000 Penalty: 27083.880859
Iteration 145Q: 50 clusters Score -1.014083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5641 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2081 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140823.000000 Penalty: 27083.880859
Iteration 146Q: 50 clusters Score -1.014082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5640 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2082 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140833.000000 Penalty: 27083.880859
Iteration 147Q: 50 clusters Score -1.014083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140834.000000 Penalty: 27083.880859
Iteration 148Q: 50 clusters Score -1.014083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140834.000000 Penalty: 27083.880859
Iteration 149F: 50 clusters Score -1.014083e+07 nChanged 0
Entering ConstructFrom: 
Score: -10140834.000000 Penalty: 27083.880859
Entering ConstructFrom: 
Trying to split cluster 1 (7992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Entering Unmasked Estep 
Score: -462900.593750 Penalty: 408.871948
	Iteration 0F: 2 clusters Score -462900.6 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 4016 members 
Entering Unmasked Estep 
Score: -457553.718750 Penalty: 817.743896
	Iteration 0F: 3 clusters Score -457553.7 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -459730.218750 Penalty: 817.743896
	Iteration 1F: 3 clusters Score -459730.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -460003.312500 Penalty: 817.743896
	Iteration 2F: 3 clusters Score -460003.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -460348.250000 Penalty: 817.743896
	Iteration 3F: 3 clusters Score -460348.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -460737.843750 Penalty: 817.743896
	Iteration 4F: 3 clusters Score -460737.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -461095.468750 Penalty: 817.743896
	Iteration 5F: 3 clusters Score -461095.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -461365.718750 Penalty: 817.743896
	Iteration 6Q: 3 clusters Score -461365.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -461508.687500 Penalty: 817.743896
	Iteration 7Q: 3 clusters Score -461508.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -461584.031250 Penalty: 817.743896
	Iteration 8Q: 3 clusters Score -461584 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -461616.062500 Penalty: 817.743896
	Iteration 9Q: 3 clusters Score -461616.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -461648.875000 Penalty: 817.743896
	Iteration 10Q: 3 clusters Score -461648.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -461675.000000 Penalty: 817.743896
	Iteration 11Q: 3 clusters Score -461675 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -461706.437500 Penalty: 817.743896
	Iteration 12Q: 3 clusters Score -461706.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -461734.750000 Penalty: 817.743896
	Iteration 13Q: 3 clusters Score -461734.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -461760.718750 Penalty: 817.743896
	Iteration 14Q: 3 clusters Score -461760.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -461786.343750 Penalty: 817.743896
	Iteration 15Q: 3 clusters Score -461786.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -461816.093750 Penalty: 817.743896
	Iteration 16Q: 3 clusters Score -461816.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -461840.656250 Penalty: 817.743896
	Iteration 17Q: 3 clusters Score -461840.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -461865.125000 Penalty: 817.743896
	Iteration 18Q: 3 clusters Score -461865.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -461886.468750 Penalty: 817.743896
	Iteration 19Q: 3 clusters Score -461886.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -461910.406250 Penalty: 817.743896
	Iteration 20F: 3 clusters Score -461910.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -461938.375000 Penalty: 817.743896
	Iteration 21Q: 3 clusters Score -461938.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -461969.718750 Penalty: 817.743896
	Iteration 22Q: 3 clusters Score -461969.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -462004.750000 Penalty: 817.743896
	Iteration 23Q: 3 clusters Score -462004.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -462048.031250 Penalty: 817.743896
	Iteration 24Q: 3 clusters Score -462048 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -462092.406250 Penalty: 817.743896
	Iteration 25Q: 3 clusters Score -462092.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -462135.593750 Penalty: 817.743896
	Iteration 26Q: 3 clusters Score -462135.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -462175.656250 Penalty: 817.743896
	Iteration 27Q: 3 clusters Score -462175.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -462216.406250 Penalty: 817.743896
	Iteration 28Q: 3 clusters Score -462216.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -462251.437500 Penalty: 817.743896
	Iteration 29Q: 3 clusters Score -462251.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -462288.500000 Penalty: 817.743896
	Iteration 30Q: 3 clusters Score -462288.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -462320.937500 Penalty: 817.743896
	Iteration 31Q: 3 clusters Score -462320.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -462354.687500 Penalty: 817.743896
	Iteration 32Q: 3 clusters Score -462354.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -462372.531250 Penalty: 817.743896
	Iteration 33Q: 3 clusters Score -462372.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -462392.218750 Penalty: 817.743896
	Iteration 34Q: 3 clusters Score -462392.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -462407.062500 Penalty: 817.743896
	Iteration 35Q: 3 clusters Score -462407.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -462420.218750 Penalty: 817.743896
	Iteration 36Q: 3 clusters Score -462420.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -462428.125000 Penalty: 817.743896
	Iteration 37Q: 3 clusters Score -462428.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -462433.312500 Penalty: 817.743896
	Iteration 38Q: 3 clusters Score -462433.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -462437.656250 Penalty: 817.743896
	Iteration 39Q: 3 clusters Score -462437.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -462441.093750 Penalty: 817.743896
	Iteration 40F: 3 clusters Score -462441.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -462443.125000 Penalty: 817.743896
	Iteration 41Q: 3 clusters Score -462443.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -462447.468750 Penalty: 817.743896
	Iteration 42Q: 3 clusters Score -462447.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -462449.781250 Penalty: 817.743896
	Iteration 43Q: 3 clusters Score -462449.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -462453.156250 Penalty: 817.743896
	Iteration 44Q: 3 clusters Score -462453.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -462454.687500 Penalty: 817.743896
	Iteration 45Q: 3 clusters Score -462454.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -462455.906250 Penalty: 817.743896
	Iteration 46Q: 3 clusters Score -462455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -462457.437500 Penalty: 817.743896
	Iteration 47Q: 3 clusters Score -462457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -462458.218750 Penalty: 817.743896
	Iteration 48Q: 3 clusters Score -462458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -462458.156250 Penalty: 817.743896
	Iteration 49Q: 3 clusters Score -462458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -462458.562500 Penalty: 817.743896
	Iteration 50Q: 3 clusters Score -462458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -462459.062500 Penalty: 817.743896
	Iteration 51Q: 3 clusters Score -462459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -462459.593750 Penalty: 817.743896
	Iteration 52Q: 3 clusters Score -462459.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -462459.875000 Penalty: 817.743896
	Iteration 53Q: 3 clusters Score -462459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -462459.937500 Penalty: 817.743896
	Iteration 54Q: 3 clusters Score -462459.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -462460.718750 Penalty: 817.743896
	Iteration 55Q: 3 clusters Score -462460.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -462460.781250 Penalty: 817.743896
	Iteration 56Q: 3 clusters Score -462460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -462461.375000 Penalty: 817.743896
	Iteration 57Q: 3 clusters Score -462461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -462461.625000 Penalty: 817.743896
	Iteration 58Q: 3 clusters Score -462461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -462462.593750 Penalty: 817.743896
	Iteration 59Q: 3 clusters Score -462462.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -462464.093750 Penalty: 817.743896
	Iteration 60F: 3 clusters Score -462464.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -462465.312500 Penalty: 817.743896
	Iteration 61Q: 3 clusters Score -462465.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -462466.125000 Penalty: 817.743896
	Iteration 62Q: 3 clusters Score -462466.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -462467.312500 Penalty: 817.743896
	Iteration 63Q: 3 clusters Score -462467.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -462467.937500 Penalty: 817.743896
	Iteration 64Q: 3 clusters Score -462467.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -462469.000000 Penalty: 817.743896
	Iteration 65Q: 3 clusters Score -462469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -462470.718750 Penalty: 817.743896
	Iteration 66Q: 3 clusters Score -462470.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -462473.593750 Penalty: 817.743896
	Iteration 67Q: 3 clusters Score -462473.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -462476.125000 Penalty: 817.743896
	Iteration 68Q: 3 clusters Score -462476.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -462477.500000 Penalty: 817.743896
	Iteration 69Q: 3 clusters Score -462477.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -462480.468750 Penalty: 817.743896
	Iteration 70Q: 3 clusters Score -462480.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -462483.000000 Penalty: 817.743896
	Iteration 71Q: 3 clusters Score -462483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -462485.031250 Penalty: 817.743896
	Iteration 72Q: 3 clusters Score -462485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -462485.125000 Penalty: 817.743896
	Iteration 73Q: 3 clusters Score -462485.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -462486.281250 Penalty: 817.743896
	Iteration 74Q: 3 clusters Score -462486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -462487.468750 Penalty: 817.743896
	Iteration 75Q: 3 clusters Score -462487.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -462488.468750 Penalty: 817.743896
	Iteration 76Q: 3 clusters Score -462488.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -462490.031250 Penalty: 817.743896
	Iteration 77Q: 3 clusters Score -462490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -462490.031250 Penalty: 817.743896
	Iteration 78Q: 3 clusters Score -462490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -462491.593750 Penalty: 817.743896
	Iteration 79Q: 3 clusters Score -462491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -462491.125000 Penalty: 817.743896
	Iteration 80F: 3 clusters Score -462491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -462493.812500 Penalty: 817.743896
	Iteration 81Q: 3 clusters Score -462493.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -462496.437500 Penalty: 817.743896
	Iteration 82Q: 3 clusters Score -462496.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -462497.906250 Penalty: 817.743896
	Iteration 83Q: 3 clusters Score -462497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -462497.531250 Penalty: 817.743896
	Iteration 84Q: 3 clusters Score -462497.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -462499.062500 Penalty: 817.743896
	Iteration 85Q: 3 clusters Score -462499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -462500.937500 Penalty: 817.743896
	Iteration 86Q: 3 clusters Score -462500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -462501.062500 Penalty: 817.743896
	Iteration 87Q: 3 clusters Score -462501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -462500.718750 Penalty: 817.743896
	Iteration 88Q: 3 clusters Score -462500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -462501.750000 Penalty: 817.743896
	Iteration 89Q: 3 clusters Score -462501.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -462502.812500 Penalty: 817.743896
	Iteration 90Q: 3 clusters Score -462502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -462502.062500 Penalty: 817.743896
	Iteration 91Q: 3 clusters Score -462502.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -462502.062500 Penalty: 817.743896
	Iteration 92F: 3 clusters Score -462502.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -24183.277344 Penalty: 286.097565
	Iteration 0F: 2 clusters Score -24183.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23716.789062 Penalty: 572.195129
	Iteration 0F: 3 clusters Score -23716.79 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23903.017578 Penalty: 572.195129
	Iteration 1F: 3 clusters Score -23903.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23971.511719 Penalty: 572.195129
	Iteration 2F: 3 clusters Score -23971.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24019.197266 Penalty: 572.195129
	Iteration 3F: 3 clusters Score -24019.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24045.585938 Penalty: 572.195129
	Iteration 4F: 3 clusters Score -24045.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24052.513672 Penalty: 572.195129
	Iteration 5Q: 3 clusters Score -24052.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24064.982422 Penalty: 572.195129
	Iteration 6Q: 3 clusters Score -24064.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24070.458984 Penalty: 572.195129
	Iteration 7Q: 3 clusters Score -24070.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -24072.537109 Penalty: 572.195129
	Iteration 8Q: 3 clusters Score -24072.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -24076.218750 Penalty: 572.195129
	Iteration 9Q: 3 clusters Score -24076.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -24077.730469 Penalty: 572.195129
	Iteration 10Q: 3 clusters Score -24077.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -24077.730469 Penalty: 572.195129
	Iteration 11F: 3 clusters Score -24077.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Entering Unmasked Estep 
Score: -374590.156250 Penalty: 402.828766
	Iteration 0F: 2 clusters Score -374590.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -369950.875000 Penalty: 805.657532
	Iteration 0F: 3 clusters Score -369950.9 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -371879.968750 Penalty: 805.657532
	Iteration 1F: 3 clusters Score -371880 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -372081.281250 Penalty: 805.657532
	Iteration 2F: 3 clusters Score -372081.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -372323.625000 Penalty: 805.657532
	Iteration 3F: 3 clusters Score -372323.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -372578.156250 Penalty: 805.657532
	Iteration 4F: 3 clusters Score -372578.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -372853.906250 Penalty: 805.657532
	Iteration 5F: 3 clusters Score -372853.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -373168.312500 Penalty: 805.657532
	Iteration 6Q: 3 clusters Score -373168.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -373420.875000 Penalty: 805.657532
	Iteration 7Q: 3 clusters Score -373420.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -373624.125000 Penalty: 805.657532
	Iteration 8Q: 3 clusters Score -373624.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -373773.750000 Penalty: 805.657532
	Iteration 9Q: 3 clusters Score -373773.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -373906.437500 Penalty: 805.657532
	Iteration 10Q: 3 clusters Score -373906.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -374000.687500 Penalty: 805.657532
	Iteration 11Q: 3 clusters Score -374000.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -374085.000000 Penalty: 805.657532
	Iteration 12Q: 3 clusters Score -374085 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -374131.406250 Penalty: 805.657532
	Iteration 13Q: 3 clusters Score -374131.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -374164.406250 Penalty: 805.657532
	Iteration 14Q: 3 clusters Score -374164.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -374185.593750 Penalty: 805.657532
	Iteration 15Q: 3 clusters Score -374185.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -374200.875000 Penalty: 805.657532
	Iteration 16Q: 3 clusters Score -374200.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -374220.187500 Penalty: 805.657532
	Iteration 17Q: 3 clusters Score -374220.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -374247.593750 Penalty: 805.657532
	Iteration 18Q: 3 clusters Score -374247.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -374264.968750 Penalty: 805.657532
	Iteration 19Q: 3 clusters Score -374265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -374284.031250 Penalty: 805.657532
	Iteration 20F: 3 clusters Score -374284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -374297.312500 Penalty: 805.657532
	Iteration 21Q: 3 clusters Score -374297.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -374302.937500 Penalty: 805.657532
	Iteration 22Q: 3 clusters Score -374302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -374305.218750 Penalty: 805.657532
	Iteration 23Q: 3 clusters Score -374305.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -374308.281250 Penalty: 805.657532
	Iteration 24Q: 3 clusters Score -374308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -374309.968750 Penalty: 805.657532
	Iteration 25Q: 3 clusters Score -374310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -374310.062500 Penalty: 805.657532
	Iteration 26Q: 3 clusters Score -374310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -374310.062500 Penalty: 805.657532
	Iteration 27F: 3 clusters Score -374310.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -17913.156250 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -17913.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17542.216797 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17542.22 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17711.130859 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -17711.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17762.921875 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -17762.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17803.000000 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -17803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17816.281250 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -17816.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17820.697266 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -17820.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17829.375000 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -17829.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17840.240234 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -17840.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17849.529297 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -17849.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17853.277344 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -17853.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17857.636719 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -17857.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17859.701172 Penalty: 534.873962
	Iteration 11Q: 3 clusters Score -17859.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17860.103516 Penalty: 534.873962
	Iteration 12Q: 3 clusters Score -17860.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17860.103516 Penalty: 534.873962
	Iteration 13F: 3 clusters Score -17860.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -32299.417969 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -32299.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31771.699219 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -31771.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31958.234375 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -31958.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -32010.955078 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -32010.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32044.314453 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -32044.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32059.613281 Penalty: 577.930603
	Iteration 4Q: 3 clusters Score -32059.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32064.662109 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -32064.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32072.552734 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -32072.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32083.228516 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -32083.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32093.267578 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -32093.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32102.517578 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -32102.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32104.746094 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -32104.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32105.369141 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -32105.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32105.660156 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -32105.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32105.912109 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -32105.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32105.912109 Penalty: 577.930603
	Iteration 14F: 3 clusters Score -32105.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8892.212891 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8892.213 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 86 members 
Entering Unmasked Estep 
Score: -8650.242188 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -8650.242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8696.198242 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -8696.198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8722.454102 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -8722.454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8742.489258 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -8742.489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8764.529297 Penalty: 466.280701
	Iteration 4F: 3 clusters Score -8764.529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8769.602539 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -8769.603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8772.775391 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -8772.775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8775.390625 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -8775.391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8775.870117 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -8775.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8775.870117 Penalty: 466.280701
	Iteration 9F: 3 clusters Score -8775.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -20958.964844 Penalty: 272.725250
	Iteration 0F: 2 clusters Score -20958.96 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 203 members 
Entering Unmasked Estep 
Score: -20562.199219 Penalty: 545.450500
	Iteration 0F: 3 clusters Score -20562.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20720.273438 Penalty: 545.450500
	Iteration 1F: 3 clusters Score -20720.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20785.248047 Penalty: 545.450500
	Iteration 2F: 3 clusters Score -20785.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20833.320312 Penalty: 545.450500
	Iteration 3F: 3 clusters Score -20833.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20857.458984 Penalty: 545.450500
	Iteration 4Q: 3 clusters Score -20857.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20894.972656 Penalty: 545.450500
	Iteration 5Q: 3 clusters Score -20894.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20915.462891 Penalty: 545.450500
	Iteration 6Q: 3 clusters Score -20915.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20941.050781 Penalty: 545.450500
	Iteration 7Q: 3 clusters Score -20941.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20951.062500 Penalty: 545.450500
	Iteration 8Q: 3 clusters Score -20951.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20958.138672 Penalty: 545.450500
	Iteration 9Q: 3 clusters Score -20958.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20963.757812 Penalty: 545.450500
	Iteration 10Q: 3 clusters Score -20963.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20968.742188 Penalty: 545.450500
	Iteration 11Q: 3 clusters Score -20968.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20972.361328 Penalty: 545.450500
	Iteration 12Q: 3 clusters Score -20972.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20974.746094 Penalty: 545.450500
	Iteration 13Q: 3 clusters Score -20974.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20978.371094 Penalty: 545.450500
	Iteration 14Q: 3 clusters Score -20978.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20985.218750 Penalty: 545.450500
	Iteration 15Q: 3 clusters Score -20985.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21002.271484 Penalty: 545.450500
	Iteration 16Q: 3 clusters Score -21002.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21006.779297 Penalty: 545.450500
	Iteration 17Q: 3 clusters Score -21006.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21006.779297 Penalty: 545.450500
	Iteration 18F: 3 clusters Score -21006.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 214 members 
Entering Unmasked Estep 
Score: -10140606.000000 Penalty: 27636.613281
Splitting cluster 7 changes total score from -10140834.000000 to -10140606.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -10044.582031 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -10044.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9724.803711 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -9724.804 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9989.604492 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -9989.604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10104.373047 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -10104.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10152.127930 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -10152.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10183.379883 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -10183.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10198.837891 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -10198.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10222.509766 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -10222.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10229.637695 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -10229.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10231.009766 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -10231.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10234.209961 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -10234.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10234.209961 Penalty: 509.456421
	Iteration 10F: 3 clusters Score -10234.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 89 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 181 members 
Entering Unmasked Estep 
Score: -10140729.000000 Penalty: 27636.613281
Splitting cluster 8 changes total score from -10140834.000000 to -10140729.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -82003.664062 Penalty: 334.419250
	Iteration 0F: 2 clusters Score -82003.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -80827.453125 Penalty: 668.838501
	Iteration 0F: 3 clusters Score -80827.45 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -81235.750000 Penalty: 668.838501
	Iteration 1F: 3 clusters Score -81235.75 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -81352.250000 Penalty: 668.838501
	Iteration 2F: 3 clusters Score -81352.25 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -81439.382812 Penalty: 668.838501
	Iteration 3F: 3 clusters Score -81439.38 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -81512.125000 Penalty: 668.838501
	Iteration 4F: 3 clusters Score -81512.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -81549.859375 Penalty: 668.838501
	Iteration 5Q: 3 clusters Score -81549.86 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -81580.515625 Penalty: 668.838501
	Iteration 6Q: 3 clusters Score -81580.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -81614.234375 Penalty: 668.838501
	Iteration 7Q: 3 clusters Score -81614.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -81660.070312 Penalty: 668.838501
	Iteration 8Q: 3 clusters Score -81660.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -81694.765625 Penalty: 668.838501
	Iteration 9Q: 3 clusters Score -81694.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -81717.859375 Penalty: 668.838501
	Iteration 10Q: 3 clusters Score -81717.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -81731.414062 Penalty: 668.838501
	Iteration 11Q: 3 clusters Score -81731.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -81750.195312 Penalty: 668.838501
	Iteration 12Q: 3 clusters Score -81750.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -81768.703125 Penalty: 668.838501
	Iteration 13Q: 3 clusters Score -81768.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -81787.507812 Penalty: 668.838501
	Iteration 14Q: 3 clusters Score -81787.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -81793.898438 Penalty: 668.838501
	Iteration 15Q: 3 clusters Score -81793.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -81799.218750 Penalty: 668.838501
	Iteration 16Q: 3 clusters Score -81799.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -81800.273438 Penalty: 668.838501
	Iteration 17Q: 3 clusters Score -81800.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -81800.500000 Penalty: 668.838501
	Iteration 18Q: 3 clusters Score -81800.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -81800.554688 Penalty: 668.838501
	Iteration 19Q: 3 clusters Score -81800.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -81800.898438 Penalty: 668.838501
	Iteration 20F: 3 clusters Score -81800.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -81801.773438 Penalty: 668.838501
	Iteration 21Q: 3 clusters Score -81801.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -81802.156250 Penalty: 668.838501
	Iteration 22Q: 3 clusters Score -81802.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -81802.156250 Penalty: 668.838501
	Iteration 23F: 3 clusters Score -81802.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -105818.304688 Penalty: 346.181030
	Iteration 0F: 2 clusters Score -105818.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -104369.335938 Penalty: 692.362061
	Iteration 0F: 3 clusters Score -104369.3 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -104917.132812 Penalty: 692.362061
	Iteration 1F: 3 clusters Score -104917.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -105013.343750 Penalty: 692.362061
	Iteration 2F: 3 clusters Score -105013.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -105071.968750 Penalty: 692.362061
	Iteration 3F: 3 clusters Score -105072 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -105109.554688 Penalty: 692.362061
	Iteration 4Q: 3 clusters Score -105109.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -105142.835938 Penalty: 692.362061
	Iteration 5Q: 3 clusters Score -105142.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -105188.585938 Penalty: 692.362061
	Iteration 6Q: 3 clusters Score -105188.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -105238.984375 Penalty: 692.362061
	Iteration 7Q: 3 clusters Score -105239 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -105288.359375 Penalty: 692.362061
	Iteration 8Q: 3 clusters Score -105288.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -105353.039062 Penalty: 692.362061
	Iteration 9Q: 3 clusters Score -105353 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -105402.492188 Penalty: 692.362061
	Iteration 10Q: 3 clusters Score -105402.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -105444.554688 Penalty: 692.362061
	Iteration 11Q: 3 clusters Score -105444.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -105465.000000 Penalty: 692.362061
	Iteration 12Q: 3 clusters Score -105465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -105480.156250 Penalty: 692.362061
	Iteration 13Q: 3 clusters Score -105480.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -105489.578125 Penalty: 692.362061
	Iteration 14Q: 3 clusters Score -105489.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -105499.953125 Penalty: 692.362061
	Iteration 15Q: 3 clusters Score -105500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -105506.093750 Penalty: 692.362061
	Iteration 16Q: 3 clusters Score -105506.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -105513.929688 Penalty: 692.362061
	Iteration 17Q: 3 clusters Score -105513.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -105517.468750 Penalty: 692.362061
	Iteration 18Q: 3 clusters Score -105517.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -105524.031250 Penalty: 692.362061
	Iteration 19Q: 3 clusters Score -105524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -105528.882812 Penalty: 692.362061
	Iteration 20F: 3 clusters Score -105528.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -105532.257812 Penalty: 692.362061
	Iteration 21Q: 3 clusters Score -105532.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -105534.937500 Penalty: 692.362061
	Iteration 22Q: 3 clusters Score -105534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -105539.320312 Penalty: 692.362061
	Iteration 23Q: 3 clusters Score -105539.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -105547.078125 Penalty: 692.362061
	Iteration 24Q: 3 clusters Score -105547.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -105576.109375 Penalty: 692.362061
	Iteration 25Q: 3 clusters Score -105576.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -105613.375000 Penalty: 692.362061
	Iteration 26Q: 3 clusters Score -105613.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -105642.421875 Penalty: 692.362061
	Iteration 27Q: 3 clusters Score -105642.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -105658.953125 Penalty: 692.362061
	Iteration 28Q: 3 clusters Score -105659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -105670.601562 Penalty: 692.362061
	Iteration 29Q: 3 clusters Score -105670.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -105684.460938 Penalty: 692.362061
	Iteration 30Q: 3 clusters Score -105684.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -105700.164062 Penalty: 692.362061
	Iteration 31Q: 3 clusters Score -105700.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -105718.523438 Penalty: 692.362061
	Iteration 32Q: 3 clusters Score -105718.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -105735.078125 Penalty: 692.362061
	Iteration 33Q: 3 clusters Score -105735.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -105755.890625 Penalty: 692.362061
	Iteration 34Q: 3 clusters Score -105755.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -105770.812500 Penalty: 692.362061
	Iteration 35Q: 3 clusters Score -105770.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -105782.117188 Penalty: 692.362061
	Iteration 36Q: 3 clusters Score -105782.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -105790.882812 Penalty: 692.362061
	Iteration 37Q: 3 clusters Score -105790.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -105794.039062 Penalty: 692.362061
	Iteration 38Q: 3 clusters Score -105794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -105797.281250 Penalty: 692.362061
	Iteration 39Q: 3 clusters Score -105797.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -105801.960938 Penalty: 692.362061
	Iteration 40F: 3 clusters Score -105802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -105806.000000 Penalty: 692.362061
	Iteration 41Q: 3 clusters Score -105806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -105809.390625 Penalty: 692.362061
	Iteration 42Q: 3 clusters Score -105809.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -105813.421875 Penalty: 692.362061
	Iteration 43Q: 3 clusters Score -105813.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -105816.914062 Penalty: 692.362061
	Iteration 44Q: 3 clusters Score -105816.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -105821.351562 Penalty: 692.362061
	Iteration 45Q: 3 clusters Score -105821.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -105824.445312 Penalty: 692.362061
	Iteration 46Q: 3 clusters Score -105824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -105826.867188 Penalty: 692.362061
	Iteration 47Q: 3 clusters Score -105826.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -105829.382812 Penalty: 692.362061
	Iteration 48Q: 3 clusters Score -105829.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -105831.265625 Penalty: 692.362061
	Iteration 49Q: 3 clusters Score -105831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -105831.500000 Penalty: 692.362061
	Iteration 50Q: 3 clusters Score -105831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -105831.789062 Penalty: 692.362061
	Iteration 51Q: 3 clusters Score -105831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -105831.648438 Penalty: 692.362061
	Iteration 52Q: 3 clusters Score -105831.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -105831.648438 Penalty: 692.362061
	Iteration 53F: 3 clusters Score -105831.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 690 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 1325 members 
Entering Unmasked Estep 
Score: -10140638.000000 Penalty: 27636.613281
Splitting cluster 10 changes total score from -10140834.000000 to -10140638.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -6415.433105 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -6415.433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6197.174316 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -6197.174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6439.167480 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -6439.167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6528.247070 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -6528.247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6553.388184 Penalty: 436.416962
	Iteration 3F: 3 clusters Score -6553.388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6571.433594 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -6571.434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6576.458008 Penalty: 436.416962
	Iteration 5Q: 3 clusters Score -6576.458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6579.003906 Penalty: 436.416962
	Iteration 6Q: 3 clusters Score -6579.004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6597.498535 Penalty: 436.416962
	Iteration 7Q: 3 clusters Score -6597.499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6597.498535 Penalty: 436.416962
	Iteration 8F: 3 clusters Score -6597.499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 23 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 98 members 
Entering Unmasked Estep 
Score: -10140681.000000 Penalty: 27636.613281
Splitting cluster 11 changes total score from -10140834.000000 to -10140681.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -19875.359375 Penalty: 294.842010
	Iteration 0F: 2 clusters Score -19875.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19286.031250 Penalty: 589.684021
	Iteration 0F: 3 clusters Score -19286.03 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19529.943359 Penalty: 589.684021
	Iteration 1F: 3 clusters Score -19529.94 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19596.994141 Penalty: 589.684021
	Iteration 2F: 3 clusters Score -19596.99 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -19648.876953 Penalty: 589.684021
	Iteration 3F: 3 clusters Score -19648.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -19689.962891 Penalty: 589.684021
	Iteration 4F: 3 clusters Score -19689.96 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -19748.507812 Penalty: 589.684021
	Iteration 5F: 3 clusters Score -19748.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -19792.880859 Penalty: 589.684021
	Iteration 6Q: 3 clusters Score -19792.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -19811.572266 Penalty: 589.684021
	Iteration 7Q: 3 clusters Score -19811.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -19818.611328 Penalty: 589.684021
	Iteration 8Q: 3 clusters Score -19818.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -19820.861328 Penalty: 589.684021
	Iteration 9Q: 3 clusters Score -19820.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -19824.896484 Penalty: 589.684021
	Iteration 10Q: 3 clusters Score -19824.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -19831.123047 Penalty: 589.684021
	Iteration 11Q: 3 clusters Score -19831.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19838.769531 Penalty: 589.684021
	Iteration 12Q: 3 clusters Score -19838.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19840.498047 Penalty: 589.684021
	Iteration 13Q: 3 clusters Score -19840.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -19841.882812 Penalty: 589.684021
	Iteration 14Q: 3 clusters Score -19841.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -19843.042969 Penalty: 589.684021
	Iteration 15Q: 3 clusters Score -19843.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -19843.636719 Penalty: 589.684021
	Iteration 16Q: 3 clusters Score -19843.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -19843.636719 Penalty: 589.684021
	Iteration 17F: 3 clusters Score -19843.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -4741.098633 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -4741.099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4568.744629 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -4568.745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -4615.960938 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -4615.961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -4625.995117 Penalty: 407.437653
	Iteration 2Q: 3 clusters Score -4625.995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -4625.995117 Penalty: 407.437653
	Iteration 3F: 3 clusters Score -4625.995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -183685.343750 Penalty: 366.437378
	Iteration 0F: 2 clusters Score -183685.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -181533.750000 Penalty: 732.874756
	Iteration 0F: 3 clusters Score -181533.8 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -182288.078125 Penalty: 732.874756
	Iteration 1F: 3 clusters Score -182288.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -182388.828125 Penalty: 732.874756
	Iteration 2F: 3 clusters Score -182388.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -182493.109375 Penalty: 732.874756
	Iteration 3F: 3 clusters Score -182493.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -182617.296875 Penalty: 732.874756
	Iteration 4F: 3 clusters Score -182617.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -182766.953125 Penalty: 732.874756
	Iteration 5F: 3 clusters Score -182767 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -182922.281250 Penalty: 732.874756
	Iteration 6F: 3 clusters Score -182922.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -183054.484375 Penalty: 732.874756
	Iteration 7Q: 3 clusters Score -183054.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -183152.125000 Penalty: 732.874756
	Iteration 8Q: 3 clusters Score -183152.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -183220.375000 Penalty: 732.874756
	Iteration 9Q: 3 clusters Score -183220.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -183259.796875 Penalty: 732.874756
	Iteration 10Q: 3 clusters Score -183259.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -183292.703125 Penalty: 732.874756
	Iteration 11Q: 3 clusters Score -183292.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -183309.390625 Penalty: 732.874756
	Iteration 12Q: 3 clusters Score -183309.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -183317.875000 Penalty: 732.874756
	Iteration 13Q: 3 clusters Score -183317.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -183329.953125 Penalty: 732.874756
	Iteration 14Q: 3 clusters Score -183330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -183336.453125 Penalty: 732.874756
	Iteration 15Q: 3 clusters Score -183336.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -183346.421875 Penalty: 732.874756
	Iteration 16Q: 3 clusters Score -183346.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -183350.812500 Penalty: 732.874756
	Iteration 17Q: 3 clusters Score -183350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -183351.203125 Penalty: 732.874756
	Iteration 18Q: 3 clusters Score -183351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -183352.437500 Penalty: 732.874756
	Iteration 19Q: 3 clusters Score -183352.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -183352.437500 Penalty: 732.874756
	Iteration 20F: 3 clusters Score -183352.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Entering Unmasked Estep 
Score: -143167.000000 Penalty: 361.183044
	Iteration 0F: 2 clusters Score -143167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -141196.781250 Penalty: 722.366089
	Iteration 0F: 3 clusters Score -141196.8 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -141888.250000 Penalty: 722.366089
	Iteration 1F: 3 clusters Score -141888.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -142018.406250 Penalty: 722.366089
	Iteration 2F: 3 clusters Score -142018.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -142130.062500 Penalty: 722.366089
	Iteration 3F: 3 clusters Score -142130.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -142214.656250 Penalty: 722.366089
	Iteration 4F: 3 clusters Score -142214.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -142290.453125 Penalty: 722.366089
	Iteration 5Q: 3 clusters Score -142290.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -142362.203125 Penalty: 722.366089
	Iteration 6Q: 3 clusters Score -142362.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -142419.375000 Penalty: 722.366089
	Iteration 7Q: 3 clusters Score -142419.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -142473.718750 Penalty: 722.366089
	Iteration 8Q: 3 clusters Score -142473.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -142521.703125 Penalty: 722.366089
	Iteration 9Q: 3 clusters Score -142521.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -142566.250000 Penalty: 722.366089
	Iteration 10Q: 3 clusters Score -142566.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -142605.687500 Penalty: 722.366089
	Iteration 11Q: 3 clusters Score -142605.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -142639.421875 Penalty: 722.366089
	Iteration 12Q: 3 clusters Score -142639.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -142681.906250 Penalty: 722.366089
	Iteration 13Q: 3 clusters Score -142681.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -142738.250000 Penalty: 722.366089
	Iteration 14Q: 3 clusters Score -142738.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -142802.343750 Penalty: 722.366089
	Iteration 15Q: 3 clusters Score -142802.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -142851.703125 Penalty: 722.366089
	Iteration 16Q: 3 clusters Score -142851.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -142896.187500 Penalty: 722.366089
	Iteration 17Q: 3 clusters Score -142896.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -142928.359375 Penalty: 722.366089
	Iteration 18Q: 3 clusters Score -142928.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -142948.796875 Penalty: 722.366089
	Iteration 19Q: 3 clusters Score -142948.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -142964.875000 Penalty: 722.366089
	Iteration 20F: 3 clusters Score -142964.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -142977.031250 Penalty: 722.366089
	Iteration 21Q: 3 clusters Score -142977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -142986.828125 Penalty: 722.366089
	Iteration 22Q: 3 clusters Score -142986.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -142991.421875 Penalty: 722.366089
	Iteration 23Q: 3 clusters Score -142991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -142993.187500 Penalty: 722.366089
	Iteration 24Q: 3 clusters Score -142993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -142993.515625 Penalty: 722.366089
	Iteration 25Q: 3 clusters Score -142993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -142993.843750 Penalty: 722.366089
	Iteration 26Q: 3 clusters Score -142993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -142993.843750 Penalty: 722.366089
	Iteration 27F: 3 clusters Score -142993.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -19997.322266 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -19997.32 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 201 members 
Entering Unmasked Estep 
Score: -19575.843750 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -19575.84 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19706.103516 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -19706.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19738.960938 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -19738.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19748.716797 Penalty: 546.802002
	Iteration 3Q: 3 clusters Score -19748.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19755.943359 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -19755.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19762.441406 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -19762.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19766.041016 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -19766.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19769.412109 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -19769.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19770.792969 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -19770.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19771.609375 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -19771.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19771.757812 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -19771.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19771.757812 Penalty: 546.802002
	Iteration 11F: 3 clusters Score -19771.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -9417.511719 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -9417.512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9170.163086 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -9170.163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9206.624023 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -9206.624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9223.450195 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -9223.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9229.335938 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -9229.336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9234.784180 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -9234.784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9236.570312 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -9236.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9236.570312 Penalty: 454.746338
	Iteration 6F: 3 clusters Score -9236.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -17281.480469 Penalty: 268.069794
	Iteration 0F: 2 clusters Score -17281.48 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 182 members 
Entering Unmasked Estep 
Score: -16878.884766 Penalty: 536.139587
	Iteration 0F: 3 clusters Score -16878.88 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17150.076172 Penalty: 536.139587
	Iteration 1F: 3 clusters Score -17150.08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17307.914062 Penalty: 536.139587
	Iteration 2F: 3 clusters Score -17307.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17364.302734 Penalty: 536.139587
	Iteration 3F: 3 clusters Score -17364.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17383.564453 Penalty: 536.139587
	Iteration 4Q: 3 clusters Score -17383.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17394.916016 Penalty: 536.139587
	Iteration 5Q: 3 clusters Score -17394.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17406.701172 Penalty: 536.139587
	Iteration 6Q: 3 clusters Score -17406.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17410.587891 Penalty: 536.139587
	Iteration 7Q: 3 clusters Score -17410.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17414.453125 Penalty: 536.139587
	Iteration 8Q: 3 clusters Score -17414.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17417.386719 Penalty: 536.139587
	Iteration 9Q: 3 clusters Score -17417.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17418.730469 Penalty: 536.139587
	Iteration 10Q: 3 clusters Score -17418.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17418.730469 Penalty: 536.139587
	Iteration 11F: 3 clusters Score -17418.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 164 members 
Entering Unmasked Estep 
Score: -10140684.000000 Penalty: 27636.613281
Splitting cluster 18 changes total score from -10140834.000000 to -10140684.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Entering Unmasked Estep 
Score: -2013358.750000 Penalty: 479.307343
	Iteration 0F: 2 clusters Score -2013359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -1988019.500000 Penalty: 958.614685
	Iteration 0F: 3 clusters Score -1988020 nChanged 18166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2000115.500000 Penalty: 958.614685
	Iteration 1F: 3 clusters Score -2000116 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2001288.125000 Penalty: 958.614685
	Iteration 2F: 3 clusters Score -2001288 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2002689.875000 Penalty: 958.614685
	Iteration 3F: 3 clusters Score -2002690 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2004212.000000 Penalty: 958.614685
	Iteration 4F: 3 clusters Score -2004212 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -2005786.625000 Penalty: 958.614685
	Iteration 5F: 3 clusters Score -2005787 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -2007289.125000 Penalty: 958.614685
	Iteration 6F: 3 clusters Score -2007289 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -2008547.750000 Penalty: 958.614685
	Iteration 7Q: 3 clusters Score -2008548 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -2009496.875000 Penalty: 958.614685
	Iteration 8Q: 3 clusters Score -2009497 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -2010217.375000 Penalty: 958.614685
	Iteration 9Q: 3 clusters Score -2010217 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -2010678.125000 Penalty: 958.614685
	Iteration 10Q: 3 clusters Score -2010678 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -2011007.125000 Penalty: 958.614685
	Iteration 11Q: 3 clusters Score -2011007 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -2011270.625000 Penalty: 958.614685
	Iteration 12Q: 3 clusters Score -2011271 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -2011512.375000 Penalty: 958.614685
	Iteration 13Q: 3 clusters Score -2011512 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -2011741.125000 Penalty: 958.614685
	Iteration 14Q: 3 clusters Score -2011741 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -2011971.125000 Penalty: 958.614685
	Iteration 15Q: 3 clusters Score -2011971 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -2012205.750000 Penalty: 958.614685
	Iteration 16Q: 3 clusters Score -2012206 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -2012395.125000 Penalty: 958.614685
	Iteration 17Q: 3 clusters Score -2012395 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -2012573.750000 Penalty: 958.614685
	Iteration 18Q: 3 clusters Score -2012574 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -2012708.125000 Penalty: 958.614685
	Iteration 19Q: 3 clusters Score -2012708 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -2012825.375000 Penalty: 958.614685
	Iteration 20F: 3 clusters Score -2012825 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -2012923.000000 Penalty: 958.614685
	Iteration 21Q: 3 clusters Score -2012923 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -2012981.750000 Penalty: 958.614685
	Iteration 22Q: 3 clusters Score -2012982 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -2013035.500000 Penalty: 958.614685
	Iteration 23Q: 3 clusters Score -2013036 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -2013076.625000 Penalty: 958.614685
	Iteration 24Q: 3 clusters Score -2013077 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -2013112.750000 Penalty: 958.614685
	Iteration 25Q: 3 clusters Score -2013113 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -2013140.000000 Penalty: 958.614685
	Iteration 26Q: 3 clusters Score -2013140 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -2013161.125000 Penalty: 958.614685
	Iteration 27Q: 3 clusters Score -2013161 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -2013177.875000 Penalty: 958.614685
	Iteration 28Q: 3 clusters Score -2013178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -2013192.125000 Penalty: 958.614685
	Iteration 29Q: 3 clusters Score -2013192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -2013201.625000 Penalty: 958.614685
	Iteration 30Q: 3 clusters Score -2013202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -2013208.125000 Penalty: 958.614685
	Iteration 31Q: 3 clusters Score -2013208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -2013216.750000 Penalty: 958.614685
	Iteration 32Q: 3 clusters Score -2013217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -2013228.250000 Penalty: 958.614685
	Iteration 33Q: 3 clusters Score -2013228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -2013231.625000 Penalty: 958.614685
	Iteration 34Q: 3 clusters Score -2013232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -2013238.375000 Penalty: 958.614685
	Iteration 35Q: 3 clusters Score -2013238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -2013238.750000 Penalty: 958.614685
	Iteration 36Q: 3 clusters Score -2013239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -2013243.875000 Penalty: 958.614685
	Iteration 37Q: 3 clusters Score -2013244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -2013247.125000 Penalty: 958.614685
	Iteration 38Q: 3 clusters Score -2013247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -2013251.000000 Penalty: 958.614685
	Iteration 39Q: 3 clusters Score -2013251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -2013254.375000 Penalty: 958.614685
	Iteration 40F: 3 clusters Score -2013254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -2013255.750000 Penalty: 958.614685
	Iteration 41Q: 3 clusters Score -2013256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -2013255.125000 Penalty: 958.614685
	Iteration 42Q: 3 clusters Score -2013255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -2013258.500000 Penalty: 958.614685
	Iteration 43Q: 3 clusters Score -2013258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -2013256.000000 Penalty: 958.614685
	Iteration 44Q: 3 clusters Score -2013256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -2013256.250000 Penalty: 958.614685
	Iteration 45Q: 3 clusters Score -2013256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -2013259.875000 Penalty: 958.614685
	Iteration 46Q: 3 clusters Score -2013260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -2013262.500000 Penalty: 958.614685
	Iteration 47Q: 3 clusters Score -2013262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -2013265.875000 Penalty: 958.614685
	Iteration 48Q: 3 clusters Score -2013266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -2013269.375000 Penalty: 958.614685
	Iteration 49Q: 3 clusters Score -2013269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -2013270.000000 Penalty: 958.614685
	Iteration 50Q: 3 clusters Score -2013270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -2013274.625000 Penalty: 958.614685
	Iteration 51Q: 3 clusters Score -2013275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -2013275.625000 Penalty: 958.614685
	Iteration 52Q: 3 clusters Score -2013276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -2013276.875000 Penalty: 958.614685
	Iteration 53Q: 3 clusters Score -2013277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -2013278.500000 Penalty: 958.614685
	Iteration 54Q: 3 clusters Score -2013278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -2013279.125000 Penalty: 958.614685
	Iteration 55Q: 3 clusters Score -2013279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -2013279.125000 Penalty: 958.614685
	Iteration 56Q: 3 clusters Score -2013279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -2013280.250000 Penalty: 958.614685
	Iteration 57Q: 3 clusters Score -2013280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -2013278.750000 Penalty: 958.614685
	Iteration 58Q: 3 clusters Score -2013279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -2013279.375000 Penalty: 958.614685
	Iteration 59Q: 3 clusters Score -2013279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -2013279.000000 Penalty: 958.614685
	Iteration 60F: 3 clusters Score -2013279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -2013280.250000 Penalty: 958.614685
	Iteration 61Q: 3 clusters Score -2013280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -2013279.125000 Penalty: 958.614685
	Iteration 62Q: 3 clusters Score -2013279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -2013279.125000 Penalty: 958.614685
	Iteration 63F: 3 clusters Score -2013279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Entering Unmasked Estep 
Score: -291437.593750 Penalty: 393.004517
	Iteration 0F: 2 clusters Score -291437.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -287735.468750 Penalty: 786.009033
	Iteration 0F: 3 clusters Score -287735.5 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -289675.750000 Penalty: 786.009033
	Iteration 1F: 3 clusters Score -289675.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -290082.250000 Penalty: 786.009033
	Iteration 2F: 3 clusters Score -290082.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -290325.312500 Penalty: 786.009033
	Iteration 3F: 3 clusters Score -290325.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -290493.656250 Penalty: 786.009033
	Iteration 4F: 3 clusters Score -290493.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -290600.156250 Penalty: 786.009033
	Iteration 5Q: 3 clusters Score -290600.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -290652.375000 Penalty: 786.009033
	Iteration 6Q: 3 clusters Score -290652.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -290689.000000 Penalty: 786.009033
	Iteration 7Q: 3 clusters Score -290689 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -290726.218750 Penalty: 786.009033
	Iteration 8Q: 3 clusters Score -290726.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -290752.343750 Penalty: 786.009033
	Iteration 9Q: 3 clusters Score -290752.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -290766.750000 Penalty: 786.009033
	Iteration 10Q: 3 clusters Score -290766.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -290781.281250 Penalty: 786.009033
	Iteration 11Q: 3 clusters Score -290781.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -290797.750000 Penalty: 786.009033
	Iteration 12Q: 3 clusters Score -290797.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -290810.093750 Penalty: 786.009033
	Iteration 13Q: 3 clusters Score -290810.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -290819.625000 Penalty: 786.009033
	Iteration 14Q: 3 clusters Score -290819.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -290826.062500 Penalty: 786.009033
	Iteration 15Q: 3 clusters Score -290826.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -290829.781250 Penalty: 786.009033
	Iteration 16Q: 3 clusters Score -290829.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -290832.875000 Penalty: 786.009033
	Iteration 17Q: 3 clusters Score -290832.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -290834.281250 Penalty: 786.009033
	Iteration 18Q: 3 clusters Score -290834.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -290835.343750 Penalty: 786.009033
	Iteration 19Q: 3 clusters Score -290835.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -290835.406250 Penalty: 786.009033
	Iteration 20F: 3 clusters Score -290835.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -290837.156250 Penalty: 786.009033
	Iteration 21Q: 3 clusters Score -290837.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -290841.406250 Penalty: 786.009033
	Iteration 22Q: 3 clusters Score -290841.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -290846.812500 Penalty: 786.009033
	Iteration 23Q: 3 clusters Score -290846.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -290861.781250 Penalty: 786.009033
	Iteration 24Q: 3 clusters Score -290861.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -290881.468750 Penalty: 786.009033
	Iteration 25Q: 3 clusters Score -290881.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -290905.093750 Penalty: 786.009033
	Iteration 26Q: 3 clusters Score -290905.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -290921.343750 Penalty: 786.009033
	Iteration 27Q: 3 clusters Score -290921.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -290937.843750 Penalty: 786.009033
	Iteration 28Q: 3 clusters Score -290937.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -290952.843750 Penalty: 786.009033
	Iteration 29Q: 3 clusters Score -290952.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -290963.031250 Penalty: 786.009033
	Iteration 30Q: 3 clusters Score -290963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -290967.281250 Penalty: 786.009033
	Iteration 31Q: 3 clusters Score -290967.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -290969.281250 Penalty: 786.009033
	Iteration 32Q: 3 clusters Score -290969.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -290971.218750 Penalty: 786.009033
	Iteration 33Q: 3 clusters Score -290971.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -290972.843750 Penalty: 786.009033
	Iteration 34Q: 3 clusters Score -290972.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -290976.281250 Penalty: 786.009033
	Iteration 35Q: 3 clusters Score -290976.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -290978.625000 Penalty: 786.009033
	Iteration 36Q: 3 clusters Score -290978.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -290979.375000 Penalty: 786.009033
	Iteration 37Q: 3 clusters Score -290979.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -290981.031250 Penalty: 786.009033
	Iteration 38Q: 3 clusters Score -290981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -290981.937500 Penalty: 786.009033
	Iteration 39Q: 3 clusters Score -290981.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -290983.250000 Penalty: 786.009033
	Iteration 40F: 3 clusters Score -290983.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -290984.312500 Penalty: 786.009033
	Iteration 41Q: 3 clusters Score -290984.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -290984.781250 Penalty: 786.009033
	Iteration 42Q: 3 clusters Score -290984.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -290986.093750 Penalty: 786.009033
	Iteration 43Q: 3 clusters Score -290986.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -290986.718750 Penalty: 786.009033
	Iteration 44Q: 3 clusters Score -290986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -290986.781250 Penalty: 786.009033
	Iteration 45Q: 3 clusters Score -290986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -290986.468750 Penalty: 786.009033
	Iteration 46Q: 3 clusters Score -290986.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -290986.500000 Penalty: 786.009033
	Iteration 47Q: 3 clusters Score -290986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -290987.125000 Penalty: 786.009033
	Iteration 48Q: 3 clusters Score -290987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -290987.218750 Penalty: 786.009033
	Iteration 49Q: 3 clusters Score -290987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -290986.812500 Penalty: 786.009033
	Iteration 50Q: 3 clusters Score -290986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -290987.687500 Penalty: 786.009033
	Iteration 51Q: 3 clusters Score -290987.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -290987.781250 Penalty: 786.009033
	Iteration 52Q: 3 clusters Score -290987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -290987.781250 Penalty: 786.009033
	Iteration 53F: 3 clusters Score -290987.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7122.140625 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7122.141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6918.048340 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -6918.048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7044.564941 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -7044.565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7095.951660 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -7095.952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7114.654297 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -7114.654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7118.800781 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -7118.801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7142.778320 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -7142.778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7152.054688 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -7152.055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7153.506836 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -7153.507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7153.506836 Penalty: 468.949554
	Iteration 8F: 3 clusters Score -7153.507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 68 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 105 members 
Entering Unmasked Estep 
Score: -10140545.000000 Penalty: 27636.613281
Splitting cluster 21 changes total score from -10140834.000000 to -10140545.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -13639.349609 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -13639.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13307.724609 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -13307.72 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13478.301758 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -13478.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13666.539062 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -13666.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13762.625977 Penalty: 508.098145
	Iteration 3F: 3 clusters Score -13762.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13822.857422 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -13822.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13846.963867 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -13846.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13846.963867 Penalty: 508.098145
	Iteration 6F: 3 clusters Score -13846.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 162 members 
Entering Unmasked Estep 
Score: -10140737.000000 Penalty: 27636.613281
Splitting cluster 22 changes total score from -10140834.000000 to -10140737.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -16726.271484 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -16726.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16376.481445 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -16376.48 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16498.955078 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -16498.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16555.701172 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -16555.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16607.703125 Penalty: 519.044189
	Iteration 3F: 3 clusters Score -16607.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16633.033203 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -16633.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16647.343750 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -16647.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16648.062500 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -16648.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16648.945312 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -16648.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16650.177734 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -16650.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16650.537109 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -16650.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16650.537109 Penalty: 519.044189
	Iteration 10F: 3 clusters Score -16650.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12364.537109 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12364.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12052.025391 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -12052.03 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12161.024414 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12161.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12192.533203 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -12192.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12214.239258 Penalty: 503.538452
	Iteration 3F: 3 clusters Score -12214.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12230.366211 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -12230.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12250.136719 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -12250.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12266.470703 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -12266.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12271.071289 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -12271.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12271.071289 Penalty: 503.538452
	Iteration 8F: 3 clusters Score -12271.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -9491.504883 Penalty: 242.196960
	Iteration 0F: 2 clusters Score -9491.505 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 106 members 
Entering Unmasked Estep 
Score: -9210.811523 Penalty: 484.393921
	Iteration 0F: 3 clusters Score -9210.812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9282.237305 Penalty: 484.393921
	Iteration 1F: 3 clusters Score -9282.237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9294.315430 Penalty: 484.393921
	Iteration 2F: 3 clusters Score -9294.315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9309.492188 Penalty: 484.393921
	Iteration 3Q: 3 clusters Score -9309.492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9316.657227 Penalty: 484.393921
	Iteration 4Q: 3 clusters Score -9316.657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9319.745117 Penalty: 484.393921
	Iteration 5Q: 3 clusters Score -9319.745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9321.709961 Penalty: 484.393921
	Iteration 6Q: 3 clusters Score -9321.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9321.709961 Penalty: 484.393921
	Iteration 7F: 3 clusters Score -9321.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (102263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102263 members 
Entering Unmasked Estep 
Score: -5886358.500000 Penalty: 524.856262
	Iteration 0F: 2 clusters Score -5886358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -5821997.000000 Penalty: 1049.712524
	Iteration 0F: 3 clusters Score -5821997 nChanged 50051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -5852826.000000 Penalty: 1049.712524
	Iteration 1F: 3 clusters Score -5852826 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -5855328.000000 Penalty: 1049.712524
	Iteration 2Q: 3 clusters Score -5855328 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -5859649.000000 Penalty: 1049.712524
	Iteration 3F: 3 clusters Score -5859649 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -5866084.000000 Penalty: 1049.712524
	Iteration 4F: 3 clusters Score -5866084 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 84776 members 
Entering Unmasked Estep 
Score: -5872938.500000 Penalty: 1049.712524
	Iteration 5F: 3 clusters Score -5872938 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -5877826.000000 Penalty: 1049.712524
	Iteration 6F: 3 clusters Score -5877826 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 94781 members 
Entering Unmasked Estep 
Score: -5880615.000000 Penalty: 1049.712524
	Iteration 7Q: 3 clusters Score -5880615 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -5882240.000000 Penalty: 1049.712524
	Iteration 8Q: 3 clusters Score -5882240 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -5883313.500000 Penalty: 1049.712524
	Iteration 9Q: 3 clusters Score -5883314 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 99105 members 
Entering Unmasked Estep 
Score: -5883988.500000 Penalty: 1049.712524
	Iteration 10Q: 3 clusters Score -5883988 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 99699 members 
Entering Unmasked Estep 
Score: -5884510.000000 Penalty: 1049.712524
	Iteration 11Q: 3 clusters Score -5884510 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -5884875.500000 Penalty: 1049.712524
	Iteration 12Q: 3 clusters Score -5884876 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -5885078.500000 Penalty: 1049.712524
	Iteration 13Q: 3 clusters Score -5885078 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 100662 members 
Entering Unmasked Estep 
Score: -5885257.500000 Penalty: 1049.712524
	Iteration 14Q: 3 clusters Score -5885258 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 100853 members 
Entering Unmasked Estep 
Score: -5885381.000000 Penalty: 1049.712524
	Iteration 15Q: 3 clusters Score -5885381 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 100993 members 
Entering Unmasked Estep 
Score: -5885449.000000 Penalty: 1049.712524
	Iteration 16Q: 3 clusters Score -5885449 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -5885531.500000 Penalty: 1049.712524
	Iteration 17Q: 3 clusters Score -5885532 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
Score: -5885609.000000 Penalty: 1049.712524
	Iteration 18Q: 3 clusters Score -5885609 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -5885679.500000 Penalty: 1049.712524
	Iteration 19Q: 3 clusters Score -5885680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -5885710.000000 Penalty: 1049.712524
	Iteration 20F: 3 clusters Score -5885710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 101383 members 
Entering Unmasked Estep 
Score: -5885745.000000 Penalty: 1049.712524
	Iteration 21Q: 3 clusters Score -5885745 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 101418 members 
Entering Unmasked Estep 
Score: -5885781.000000 Penalty: 1049.712524
	Iteration 22Q: 3 clusters Score -5885781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 101436 members 
Entering Unmasked Estep 
Score: -5885799.000000 Penalty: 1049.712524
	Iteration 23Q: 3 clusters Score -5885799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 101463 members 
Entering Unmasked Estep 
Score: -5885821.500000 Penalty: 1049.712524
	Iteration 24Q: 3 clusters Score -5885822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 101488 members 
Entering Unmasked Estep 
Score: -5885816.500000 Penalty: 1049.712524
	Iteration 25Q: 3 clusters Score -5885816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 101507 members 
Entering Unmasked Estep 
Score: -5885818.000000 Penalty: 1049.712524
	Iteration 26Q: 3 clusters Score -5885818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 101524 members 
Entering Unmasked Estep 
Score: -5885825.500000 Penalty: 1049.712524
	Iteration 27Q: 3 clusters Score -5885826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -5885837.500000 Penalty: 1049.712524
	Iteration 28Q: 3 clusters Score -5885838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -5885848.000000 Penalty: 1049.712524
	Iteration 29Q: 3 clusters Score -5885848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 101576 members 
Entering Unmasked Estep 
Score: -5885857.500000 Penalty: 1049.712524
	Iteration 30Q: 3 clusters Score -5885858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 101582 members 
Entering Unmasked Estep 
Score: -5885868.000000 Penalty: 1049.712524
	Iteration 31Q: 3 clusters Score -5885868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 101591 members 
Entering Unmasked Estep 
Score: -5885883.000000 Penalty: 1049.712524
	Iteration 32Q: 3 clusters Score -5885883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 101599 members 
Entering Unmasked Estep 
Score: -5885884.000000 Penalty: 1049.712524
	Iteration 33Q: 3 clusters Score -5885884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 101604 members 
Entering Unmasked Estep 
Score: -5885889.000000 Penalty: 1049.712524
	Iteration 34Q: 3 clusters Score -5885889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 101607 members 
Entering Unmasked Estep 
Score: -5885894.000000 Penalty: 1049.712524
	Iteration 35Q: 3 clusters Score -5885894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 101613 members 
Entering Unmasked Estep 
Score: -5885894.000000 Penalty: 1049.712524
	Iteration 36Q: 3 clusters Score -5885894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -5885896.500000 Penalty: 1049.712524
	Iteration 37Q: 3 clusters Score -5885896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 101630 members 
Entering Unmasked Estep 
Score: -5885896.000000 Penalty: 1049.712524
	Iteration 38Q: 3 clusters Score -5885896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 101634 members 
Entering Unmasked Estep 
Score: -5885902.000000 Penalty: 1049.712524
	Iteration 39Q: 3 clusters Score -5885902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 101637 members 
Entering Unmasked Estep 
Score: -5885906.000000 Penalty: 1049.712524
	Iteration 40F: 3 clusters Score -5885906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -5885903.500000 Penalty: 1049.712524
	Iteration 41Q: 3 clusters Score -5885904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -5885903.500000 Penalty: 1049.712524
	Iteration 42F: 3 clusters Score -5885904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -33066.601562 Penalty: 296.888855
	Iteration 0F: 2 clusters Score -33066.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -32461.277344 Penalty: 593.777710
	Iteration 0F: 3 clusters Score -32461.28 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32747.363281 Penalty: 593.777710
	Iteration 1F: 3 clusters Score -32747.36 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -32867.878906 Penalty: 593.777710
	Iteration 2F: 3 clusters Score -32867.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -32947.828125 Penalty: 593.777710
	Iteration 3F: 3 clusters Score -32947.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32980.425781 Penalty: 593.777710
	Iteration 4Q: 3 clusters Score -32980.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32994.722656 Penalty: 593.777710
	Iteration 5Q: 3 clusters Score -32994.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33004.195312 Penalty: 593.777710
	Iteration 6Q: 3 clusters Score -33004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33007.050781 Penalty: 593.777710
	Iteration 7Q: 3 clusters Score -33007.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33012.105469 Penalty: 593.777710
	Iteration 8Q: 3 clusters Score -33012.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33015.949219 Penalty: 593.777710
	Iteration 9Q: 3 clusters Score -33015.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33016.714844 Penalty: 593.777710
	Iteration 10Q: 3 clusters Score -33016.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33017.269531 Penalty: 593.777710
	Iteration 11Q: 3 clusters Score -33017.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33017.808594 Penalty: 593.777710
	Iteration 12Q: 3 clusters Score -33017.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33017.988281 Penalty: 593.777710
	Iteration 13Q: 3 clusters Score -33017.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33017.988281 Penalty: 593.777710
	Iteration 14F: 3 clusters Score -33017.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10761.471680 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10761.47 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 97 members 
Entering Unmasked Estep 
Score: -10530.566406 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -10530.57 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10684.764648 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -10684.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10755.204102 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -10755.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10794.678711 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -10794.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10836.627930 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -10836.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10849.490234 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -10849.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10857.319336 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -10857.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10857.319336 Penalty: 485.277405
	Iteration 7F: 3 clusters Score -10857.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 71 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 136 members 
Entering Unmasked Estep 
Score: -10140619.000000 Penalty: 27636.613281
Splitting cluster 28 changes total score from -10140834.000000 to -10140619.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -171130.468750 Penalty: 364.516663
	Iteration 0F: 2 clusters Score -171130.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -169010.109375 Penalty: 729.033325
	Iteration 0F: 3 clusters Score -169010.1 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -169889.281250 Penalty: 729.033325
	Iteration 1F: 3 clusters Score -169889.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -170131.406250 Penalty: 729.033325
	Iteration 2F: 3 clusters Score -170131.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -170357.718750 Penalty: 729.033325
	Iteration 3F: 3 clusters Score -170357.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -170493.765625 Penalty: 729.033325
	Iteration 4F: 3 clusters Score -170493.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -170643.406250 Penalty: 729.033325
	Iteration 5F: 3 clusters Score -170643.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -170756.968750 Penalty: 729.033325
	Iteration 6Q: 3 clusters Score -170757 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -170856.875000 Penalty: 729.033325
	Iteration 7Q: 3 clusters Score -170856.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -170951.875000 Penalty: 729.033325
	Iteration 8Q: 3 clusters Score -170951.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -171011.078125 Penalty: 729.033325
	Iteration 9Q: 3 clusters Score -171011.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -171038.609375 Penalty: 729.033325
	Iteration 10Q: 3 clusters Score -171038.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -171062.046875 Penalty: 729.033325
	Iteration 11Q: 3 clusters Score -171062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -171071.312500 Penalty: 729.033325
	Iteration 12Q: 3 clusters Score -171071.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -171078.281250 Penalty: 729.033325
	Iteration 13Q: 3 clusters Score -171078.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -171083.281250 Penalty: 729.033325
	Iteration 14Q: 3 clusters Score -171083.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -171089.765625 Penalty: 729.033325
	Iteration 15Q: 3 clusters Score -171089.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -171090.656250 Penalty: 729.033325
	Iteration 16Q: 3 clusters Score -171090.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -171092.156250 Penalty: 729.033325
	Iteration 17Q: 3 clusters Score -171092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -171092.593750 Penalty: 729.033325
	Iteration 18Q: 3 clusters Score -171092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -171093.328125 Penalty: 729.033325
	Iteration 19Q: 3 clusters Score -171093.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -171094.843750 Penalty: 729.033325
	Iteration 20F: 3 clusters Score -171094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -171095.921875 Penalty: 729.033325
	Iteration 21Q: 3 clusters Score -171095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -171096.828125 Penalty: 729.033325
	Iteration 22Q: 3 clusters Score -171096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -171097.375000 Penalty: 729.033325
	Iteration 23Q: 3 clusters Score -171097.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -171098.265625 Penalty: 729.033325
	Iteration 24Q: 3 clusters Score -171098.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -171098.265625 Penalty: 729.033325
	Iteration 25F: 3 clusters Score -171098.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -40270.785156 Penalty: 301.756073
	Iteration 0F: 2 clusters Score -40270.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -39598.093750 Penalty: 603.512146
	Iteration 0F: 3 clusters Score -39598.09 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -39798.515625 Penalty: 603.512146
	Iteration 1F: 3 clusters Score -39798.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -39886.902344 Penalty: 603.512146
	Iteration 2F: 3 clusters Score -39886.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -39989.660156 Penalty: 603.512146
	Iteration 3F: 3 clusters Score -39989.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40124.394531 Penalty: 603.512146
	Iteration 4F: 3 clusters Score -40124.39 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -40240.628906 Penalty: 603.512146
	Iteration 5F: 3 clusters Score -40240.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -40286.875000 Penalty: 603.512146
	Iteration 6Q: 3 clusters Score -40286.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40301.425781 Penalty: 603.512146
	Iteration 7Q: 3 clusters Score -40301.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -40318.464844 Penalty: 603.512146
	Iteration 8Q: 3 clusters Score -40318.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40322.691406 Penalty: 603.512146
	Iteration 9Q: 3 clusters Score -40322.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -40324.824219 Penalty: 603.512146
	Iteration 10Q: 3 clusters Score -40324.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40327.722656 Penalty: 603.512146
	Iteration 11Q: 3 clusters Score -40327.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -40329.050781 Penalty: 603.512146
	Iteration 12Q: 3 clusters Score -40329.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40329.277344 Penalty: 603.512146
	Iteration 13Q: 3 clusters Score -40329.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40329.277344 Penalty: 603.512146
	Iteration 14F: 3 clusters Score -40329.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 443 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 316 members 
Entering Unmasked Estep 
Score: -10140643.000000 Penalty: 27636.613281
Splitting cluster 30 changes total score from -10140834.000000 to -10140643.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -2151.578369 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -2151.578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1978.995850 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -1978.996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2021.701050 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -2021.701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2038.520996 Penalty: 395.286285
	Iteration 2F: 3 clusters Score -2038.521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2043.102539 Penalty: 395.286285
	Iteration 3Q: 3 clusters Score -2043.103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2043.102539 Penalty: 395.286285
	Iteration 4F: 3 clusters Score -2043.103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -4526.819824 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -4526.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -4270.855957 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -4270.856 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4396.740723 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -4396.741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4427.192871 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -4427.193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4438.420898 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -4438.421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4439.697754 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -4439.698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4439.697754 Penalty: 497.208710
	Iteration 5F: 3 clusters Score -4439.698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -12728.953125 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -12728.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12411.223633 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -12411.22 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12500.501953 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -12500.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12525.978516 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -12525.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12534.292969 Penalty: 498.358154
	Iteration 3Q: 3 clusters Score -12534.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12537.231445 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -12537.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12540.307617 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -12540.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12542.028320 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -12542.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12542.028320 Penalty: 498.358154
	Iteration 7F: 3 clusters Score -12542.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13656.866211 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13656.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13351.822266 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13351.82 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13426.752930 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13426.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13450.625000 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13450.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13461.694336 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -13461.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13464.806641 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13464.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13468.433594 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13468.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13468.433594 Penalty: 492.052612
	Iteration 6F: 3 clusters Score -13468.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -4758.197754 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -4758.198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4568.641113 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -4568.641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4633.468750 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -4633.469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4636.406250 Penalty: 419.975952
	Iteration 2Q: 3 clusters Score -4636.406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4640.910156 Penalty: 419.975952
	Iteration 3Q: 3 clusters Score -4640.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4640.910156 Penalty: 419.975952
	Iteration 4F: 3 clusters Score -4640.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -10304.248047 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -10304.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10013.958984 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -10013.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10067.138672 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -10067.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10078.029297 Penalty: 484.836731
	Iteration 2Q: 3 clusters Score -10078.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10086.302734 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -10086.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10089.391602 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -10089.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10092.681641 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -10092.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10095.541016 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -10095.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10102.015625 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -10102.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10105.482422 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -10105.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10105.482422 Penalty: 484.836731
	Iteration 9F: 3 clusters Score -10105.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -17463.679688 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -17463.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17092.554688 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -17092.55 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17189.958984 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -17189.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17214.453125 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -17214.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17238.451172 Penalty: 524.346680
	Iteration 3F: 3 clusters Score -17238.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17258.271484 Penalty: 524.346680
	Iteration 4Q: 3 clusters Score -17258.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17282.568359 Penalty: 524.346680
	Iteration 5Q: 3 clusters Score -17282.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17303.619141 Penalty: 524.346680
	Iteration 6F: 3 clusters Score -17303.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17313.369141 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -17313.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17315.425781 Penalty: 524.346680
	Iteration 8Q: 3 clusters Score -17315.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17317.882812 Penalty: 524.346680
	Iteration 9Q: 3 clusters Score -17317.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17319.789062 Penalty: 524.346680
	Iteration 10Q: 3 clusters Score -17319.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17319.789062 Penalty: 524.346680
	Iteration 11F: 3 clusters Score -17319.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -23457.492188 Penalty: 274.066864
	Iteration 0F: 2 clusters Score -23457.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23025.160156 Penalty: 548.133728
	Iteration 0F: 3 clusters Score -23025.16 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23192.507812 Penalty: 548.133728
	Iteration 1F: 3 clusters Score -23192.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23258.968750 Penalty: 548.133728
	Iteration 2F: 3 clusters Score -23258.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23279.017578 Penalty: 548.133728
	Iteration 3F: 3 clusters Score -23279.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23295.087891 Penalty: 548.133728
	Iteration 4Q: 3 clusters Score -23295.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23311.214844 Penalty: 548.133728
	Iteration 5Q: 3 clusters Score -23311.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23325.191406 Penalty: 548.133728
	Iteration 6Q: 3 clusters Score -23325.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23337.593750 Penalty: 548.133728
	Iteration 7Q: 3 clusters Score -23337.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23353.814453 Penalty: 548.133728
	Iteration 8Q: 3 clusters Score -23353.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23368.289062 Penalty: 548.133728
	Iteration 9Q: 3 clusters Score -23368.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23370.453125 Penalty: 548.133728
	Iteration 10Q: 3 clusters Score -23370.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23373.357422 Penalty: 548.133728
	Iteration 11Q: 3 clusters Score -23373.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23374.869141 Penalty: 548.133728
	Iteration 12Q: 3 clusters Score -23374.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23376.433594 Penalty: 548.133728
	Iteration 13Q: 3 clusters Score -23376.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23376.947266 Penalty: 548.133728
	Iteration 14Q: 3 clusters Score -23376.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23377.554688 Penalty: 548.133728
	Iteration 15Q: 3 clusters Score -23377.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23377.867188 Penalty: 548.133728
	Iteration 16Q: 3 clusters Score -23377.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23377.867188 Penalty: 548.133728
	Iteration 17F: 3 clusters Score -23377.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -23748.732422 Penalty: 277.154602
	Iteration 0F: 2 clusters Score -23748.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23296.839844 Penalty: 554.309204
	Iteration 0F: 3 clusters Score -23296.84 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23448.294922 Penalty: 554.309204
	Iteration 1F: 3 clusters Score -23448.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23505.347656 Penalty: 554.309204
	Iteration 2F: 3 clusters Score -23505.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23548.554688 Penalty: 554.309204
	Iteration 3F: 3 clusters Score -23548.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23608.673828 Penalty: 554.309204
	Iteration 4Q: 3 clusters Score -23608.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23669.656250 Penalty: 554.309204
	Iteration 5F: 3 clusters Score -23669.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23693.070312 Penalty: 554.309204
	Iteration 6Q: 3 clusters Score -23693.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23717.238281 Penalty: 554.309204
	Iteration 7Q: 3 clusters Score -23717.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23726.355469 Penalty: 554.309204
	Iteration 8Q: 3 clusters Score -23726.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23727.587891 Penalty: 554.309204
	Iteration 9Q: 3 clusters Score -23727.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23729.652344 Penalty: 554.309204
	Iteration 10Q: 3 clusters Score -23729.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23732.222656 Penalty: 554.309204
	Iteration 11Q: 3 clusters Score -23732.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23737.160156 Penalty: 554.309204
	Iteration 12Q: 3 clusters Score -23737.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23751.289062 Penalty: 554.309204
	Iteration 13Q: 3 clusters Score -23751.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23752.324219 Penalty: 554.309204
	Iteration 14Q: 3 clusters Score -23752.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23752.869141 Penalty: 554.309204
	Iteration 15Q: 3 clusters Score -23752.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23752.869141 Penalty: 554.309204
	Iteration 16F: 3 clusters Score -23752.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 242 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 200 members 
Entering Unmasked Estep 
Score: -10140563.000000 Penalty: 27636.613281
Splitting cluster 39 changes total score from -10140834.000000 to -10140563.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -10491.875977 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -10491.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10172.408203 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -10172.41 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10257.599609 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -10257.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10297.798828 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -10297.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10319.588867 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -10319.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10326.286133 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -10326.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10338.635742 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -10338.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10346.144531 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -10346.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10352.473633 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -10352.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10356.095703 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -10356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10362.256836 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -10362.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10364.841797 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -10364.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10365.823242 Penalty: 499.116516
	Iteration 11Q: 3 clusters Score -10365.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10367.083008 Penalty: 499.116516
	Iteration 12Q: 3 clusters Score -10367.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10368.390625 Penalty: 499.116516
	Iteration 13Q: 3 clusters Score -10368.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10368.390625 Penalty: 499.116516
	Iteration 14F: 3 clusters Score -10368.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -26879.751953 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -26879.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26323.771484 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -26323.77 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26608.029297 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -26608.03 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26751.955078 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -26751.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26838.386719 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -26838.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26876.785156 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -26876.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26894.179688 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -26894.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26908.181641 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -26908.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26910.417969 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -26910.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26911.597656 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -26911.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26911.843750 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -26911.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26911.843750 Penalty: 581.816772
	Iteration 10F: 3 clusters Score -26911.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 288 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 310 members 
Entering Unmasked Estep 
Score: -10140602.000000 Penalty: 27636.613281
Splitting cluster 41 changes total score from -10140834.000000 to -10140602.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -12249.991211 Penalty: 246.229889
	Iteration 0F: 2 clusters Score -12249.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11962.449219 Penalty: 492.459778
	Iteration 0F: 3 clusters Score -11962.45 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12038.970703 Penalty: 492.459778
	Iteration 1F: 3 clusters Score -12038.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12075.608398 Penalty: 492.459778
	Iteration 2F: 3 clusters Score -12075.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12125.058594 Penalty: 492.459778
	Iteration 3F: 3 clusters Score -12125.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12147.154297 Penalty: 492.459778
	Iteration 4Q: 3 clusters Score -12147.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12163.772461 Penalty: 492.459778
	Iteration 5Q: 3 clusters Score -12163.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12174.779297 Penalty: 492.459778
	Iteration 6Q: 3 clusters Score -12174.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12178.705078 Penalty: 492.459778
	Iteration 7Q: 3 clusters Score -12178.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12201.031250 Penalty: 492.459778
	Iteration 8Q: 3 clusters Score -12201.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12228.537109 Penalty: 492.459778
	Iteration 9Q: 3 clusters Score -12228.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12228.537109 Penalty: 492.459778
	Iteration 10F: 3 clusters Score -12228.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -13999.165039 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -13999.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13667.793945 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -13667.79 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13826.996094 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -13827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13892.337891 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -13892.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13950.753906 Penalty: 511.456482
	Iteration 3F: 3 clusters Score -13950.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13990.869141 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -13990.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14023.070312 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -14023.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14029.151367 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -14029.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14032.684570 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -14032.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14033.036133 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -14033.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14033.036133 Penalty: 511.456482
	Iteration 9F: 3 clusters Score -14033.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 124 members 
Mstep: Class 44 contains 1777 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 152 members 
Entering Unmasked Estep 
Score: -10140568.000000 Penalty: 27636.613281
Splitting cluster 43 changes total score from -10140834.000000 to -10140568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -91832.359375 Penalty: 340.462006
	Iteration 0F: 2 clusters Score -91832.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -90564.960938 Penalty: 680.924011
	Iteration 0F: 3 clusters Score -90564.96 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -91380.750000 Penalty: 680.924011
	Iteration 1F: 3 clusters Score -91380.75 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -91627.484375 Penalty: 680.924011
	Iteration 2F: 3 clusters Score -91627.48 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -91805.179688 Penalty: 680.924011
	Iteration 3F: 3 clusters Score -91805.18 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -91964.281250 Penalty: 680.924011
	Iteration 4F: 3 clusters Score -91964.28 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -92065.625000 Penalty: 680.924011
	Iteration 5F: 3 clusters Score -92065.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -92122.023438 Penalty: 680.924011
	Iteration 6Q: 3 clusters Score -92122.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -92161.789062 Penalty: 680.924011
	Iteration 7Q: 3 clusters Score -92161.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -92200.320312 Penalty: 680.924011
	Iteration 8Q: 3 clusters Score -92200.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -92259.085938 Penalty: 680.924011
	Iteration 9Q: 3 clusters Score -92259.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -92287.734375 Penalty: 680.924011
	Iteration 10Q: 3 clusters Score -92287.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -92295.742188 Penalty: 680.924011
	Iteration 11Q: 3 clusters Score -92295.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -92302.960938 Penalty: 680.924011
	Iteration 12Q: 3 clusters Score -92302.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -92306.031250 Penalty: 680.924011
	Iteration 13Q: 3 clusters Score -92306.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -92307.171875 Penalty: 680.924011
	Iteration 14Q: 3 clusters Score -92307.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -92308.195312 Penalty: 680.924011
	Iteration 15Q: 3 clusters Score -92308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -92308.445312 Penalty: 680.924011
	Iteration 16Q: 3 clusters Score -92308.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -92308.445312 Penalty: 680.924011
	Iteration 17F: 3 clusters Score -92308.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 399 members 
Mstep: Class 45 contains 2083 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 1378 members 
Entering Unmasked Estep 
Score: -10141110.000000 Penalty: 27636.613281
Splitting cluster 44 changes total score from -10140834.000000 to -10141110.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 45 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -109487.265625 Penalty: 347.691193
	Iteration 0F: 2 clusters Score -109487.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -108010.281250 Penalty: 695.382385
	Iteration 0F: 3 clusters Score -108010.3 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -108636.382812 Penalty: 695.382385
	Iteration 1F: 3 clusters Score -108636.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -108797.945312 Penalty: 695.382385
	Iteration 2F: 3 clusters Score -108797.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -108898.046875 Penalty: 695.382385
	Iteration 3F: 3 clusters Score -108898 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -108954.351562 Penalty: 695.382385
	Iteration 4F: 3 clusters Score -108954.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -108977.687500 Penalty: 695.382385
	Iteration 5Q: 3 clusters Score -108977.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -109001.226562 Penalty: 695.382385
	Iteration 6Q: 3 clusters Score -109001.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -109023.875000 Penalty: 695.382385
	Iteration 7Q: 3 clusters Score -109023.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -109045.320312 Penalty: 695.382385
	Iteration 8Q: 3 clusters Score -109045.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -109058.945312 Penalty: 695.382385
	Iteration 9Q: 3 clusters Score -109058.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -109073.796875 Penalty: 695.382385
	Iteration 10Q: 3 clusters Score -109073.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -109095.882812 Penalty: 695.382385
	Iteration 11Q: 3 clusters Score -109095.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -109121.000000 Penalty: 695.382385
	Iteration 12Q: 3 clusters Score -109121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -109142.945312 Penalty: 695.382385
	Iteration 13Q: 3 clusters Score -109142.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -109168.023438 Penalty: 695.382385
	Iteration 14Q: 3 clusters Score -109168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -109209.945312 Penalty: 695.382385
	Iteration 15Q: 3 clusters Score -109209.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -109278.210938 Penalty: 695.382385
	Iteration 16Q: 3 clusters Score -109278.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -109340.335938 Penalty: 695.382385
	Iteration 17Q: 3 clusters Score -109340.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -109370.234375 Penalty: 695.382385
	Iteration 18Q: 3 clusters Score -109370.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -109401.242188 Penalty: 695.382385
	Iteration 19Q: 3 clusters Score -109401.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -109446.132812 Penalty: 695.382385
	Iteration 20F: 3 clusters Score -109446.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -109485.257812 Penalty: 695.382385
	Iteration 21Q: 3 clusters Score -109485.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -109501.562500 Penalty: 695.382385
	Iteration 22Q: 3 clusters Score -109501.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -109507.601562 Penalty: 695.382385
	Iteration 23Q: 3 clusters Score -109507.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -109512.500000 Penalty: 695.382385
	Iteration 24Q: 3 clusters Score -109512.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -109514.890625 Penalty: 695.382385
	Iteration 25Q: 3 clusters Score -109514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -109514.992188 Penalty: 695.382385
	Iteration 26Q: 3 clusters Score -109515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -109514.992188 Penalty: 695.382385
	Iteration 27F: 3 clusters Score -109515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 399 members 
Mstep: Class 45 contains 377 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 1378 members 
Mstep: Class 51 contains 1706 members 
Entering Unmasked Estep 
Score: -10140949.000000 Penalty: 28189.345703
Splitting cluster 45 changes total score from -10140834.000000 to -10140949.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 46 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -6063.532227 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -6063.532 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 111 members 
Entering Unmasked Estep 
Score: -5793.910156 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -5793.91 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5862.561035 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -5862.561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5872.486328 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -5872.486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5874.139648 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -5874.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5876.065430 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -5876.065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5876.065430 Penalty: 488.303802
	Iteration 5F: 3 clusters Score -5876.065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -19956.644531 Penalty: 268.817780
	Iteration 0F: 2 clusters Score -19956.64 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 187 members 
Entering Unmasked Estep 
Score: -19587.875000 Penalty: 537.635559
	Iteration 0F: 3 clusters Score -19587.88 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19848.277344 Penalty: 537.635559
	Iteration 1F: 3 clusters Score -19848.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19928.656250 Penalty: 537.635559
	Iteration 2F: 3 clusters Score -19928.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -19946.693359 Penalty: 537.635559
	Iteration 3Q: 3 clusters Score -19946.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19990.341797 Penalty: 537.635559
	Iteration 4Q: 3 clusters Score -19990.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20006.287109 Penalty: 537.635559
	Iteration 5Q: 3 clusters Score -20006.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -20018.767578 Penalty: 537.635559
	Iteration 6Q: 3 clusters Score -20018.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20022.281250 Penalty: 537.635559
	Iteration 7Q: 3 clusters Score -20022.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -20031.066406 Penalty: 537.635559
	Iteration 8Q: 3 clusters Score -20031.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20033.246094 Penalty: 537.635559
	Iteration 9Q: 3 clusters Score -20033.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20039.654297 Penalty: 537.635559
	Iteration 10Q: 3 clusters Score -20039.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20048.771484 Penalty: 537.635559
	Iteration 11Q: 3 clusters Score -20048.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20053.531250 Penalty: 537.635559
	Iteration 12Q: 3 clusters Score -20053.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20057.105469 Penalty: 537.635559
	Iteration 13Q: 3 clusters Score -20057.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20058.935547 Penalty: 537.635559
	Iteration 14Q: 3 clusters Score -20058.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -20060.625000 Penalty: 537.635559
	Iteration 15Q: 3 clusters Score -20060.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -20060.625000 Penalty: 537.635559
	Iteration 16F: 3 clusters Score -20060.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 399 members 
Mstep: Class 45 contains 377 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 78 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 1378 members 
Mstep: Class 51 contains 1706 members 
Mstep: Class 52 contains 290 members 
Entering Unmasked Estep 
Score: -10140765.000000 Penalty: 28742.078125
Splitting cluster 47 changes total score from -10140834.000000 to -10140765.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -15864.517578 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -15864.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15543.928711 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -15543.93 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15701.775391 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -15701.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15753.966797 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -15753.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15791.122070 Penalty: 524.346680
	Iteration 3F: 3 clusters Score -15791.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15852.309570 Penalty: 524.346680
	Iteration 4Q: 3 clusters Score -15852.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15913.036133 Penalty: 524.346680
	Iteration 5Q: 3 clusters Score -15913.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15951.014648 Penalty: 524.346680
	Iteration 6Q: 3 clusters Score -15951.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15961.303711 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -15961.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15984.755859 Penalty: 524.346680
	Iteration 8Q: 3 clusters Score -15984.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16024.111328 Penalty: 524.346680
	Iteration 9Q: 3 clusters Score -16024.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16033.738281 Penalty: 524.346680
	Iteration 10Q: 3 clusters Score -16033.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16060.606445 Penalty: 524.346680
	Iteration 11Q: 3 clusters Score -16060.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16095.404297 Penalty: 524.346680
	Iteration 12Q: 3 clusters Score -16095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16104.969727 Penalty: 524.346680
	Iteration 13Q: 3 clusters Score -16104.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16104.777344 Penalty: 524.346680
	Iteration 14Q: 3 clusters Score -16104.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16104.777344 Penalty: 524.346680
	Iteration 15F: 3 clusters Score -16104.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 399 members 
Mstep: Class 45 contains 377 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 397 members 
Mstep: Class 50 contains 1378 members 
Mstep: Class 51 contains 1706 members 
Mstep: Class 52 contains 146 members 
Entering Unmasked Estep 
Score: -10140901.000000 Penalty: 28742.078125
Splitting cluster 48 changes total score from -10140834.000000 to -10140901.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 49 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -21109.074219 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -21109.07 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 199 members 
Entering Unmasked Estep 
Score: -20683.849609 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -20683.85 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20801.597656 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -20801.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20844.318359 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -20844.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20884.492188 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -20884.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20930.544922 Penalty: 544.538208
	Iteration 4F: 3 clusters Score -20930.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20981.687500 Penalty: 544.538208
	Iteration 5F: 3 clusters Score -20981.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21007.964844 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -21007.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21029.150391 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -21029.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21040.500000 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -21040.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21044.421875 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -21044.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21044.421875 Penalty: 544.538208
	Iteration 10F: 3 clusters Score -21044.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 276 members 
Mstep: Class 44 contains 399 members 
Mstep: Class 45 contains 377 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141148.000000 Penalty: 28742.078125
Iteration 150F: 53 clusters Score -1.014115e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 6989 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2804 members 
Mstep: Class 16 contains 400 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 37586 members 
Mstep: Class 20 contains 5633 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 298 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102263 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3017 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 100 members 
Mstep: Class 36 contains 205 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 602 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 277 members 
Mstep: Class 44 contains 399 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 173 members 
Mstep: Class 49 contains 395 members 
Mstep: Class 50 contains 1378 members 
Mstep: Class 51 contains 1700 members 
Mstep: Class 52 contains 145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141240.000000 Penalty: 28742.078125
Iteration 151Q: 53 clusters Score -1.014124e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 6991 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 395 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 2024 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 398 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 37583 members 
Mstep: Class 20 contains 5618 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 298 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102260 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 99 members 
Mstep: Class 36 contains 205 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 605 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 277 members 
Mstep: Class 44 contains 395 members 
Mstep: Class 45 contains 409 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 394 members 
Mstep: Class 50 contains 1379 members 
Mstep: Class 51 contains 1695 members 
Mstep: Class 52 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141297.000000 Penalty: 28742.078125
Iteration 152Q: 53 clusters Score -1.01413e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 394 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 397 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 37586 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 298 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102255 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3020 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 99 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 608 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 390 members 
Mstep: Class 45 contains 417 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 176 members 
Mstep: Class 49 contains 392 members 
Mstep: Class 50 contains 1377 members 
Mstep: Class 51 contains 1699 members 
Mstep: Class 52 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141316.000000 Penalty: 28742.078125
Iteration 153Q: 53 clusters Score -1.014132e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1561 members 
Mstep: Class 10 contains 2031 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 397 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 37590 members 
Mstep: Class 20 contains 5588 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102252 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 100 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 610 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 420 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 176 members 
Mstep: Class 49 contains 387 members 
Mstep: Class 50 contains 1372 members 
Mstep: Class 51 contains 1702 members 
Mstep: Class 52 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141384.000000 Penalty: 28742.078125
Iteration 154Q: 53 clusters Score -1.014138e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7004 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1561 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 397 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 37587 members 
Mstep: Class 20 contains 5575 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 99 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 611 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 176 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1368 members 
Mstep: Class 51 contains 1710 members 
Mstep: Class 52 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141403.000000 Penalty: 28742.078125
Iteration 155Q: 53 clusters Score -1.01414e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7011 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 397 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 37585 members 
Mstep: Class 20 contains 5563 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102244 members 
Mstep: Class 27 contains 683 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 98 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 610 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 426 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1365 members 
Mstep: Class 51 contains 1721 members 
Mstep: Class 52 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141441.000000 Penalty: 28742.078125
Iteration 156Q: 53 clusters Score -1.014144e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1563 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 397 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 5553 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 266 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 99 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 611 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1363 members 
Mstep: Class 51 contains 1729 members 
Mstep: Class 52 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141442.000000 Penalty: 28742.078125
Iteration 157Q: 53 clusters Score -1.014144e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7029 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 397 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 19 contains 37573 members 
Mstep: Class 20 contains 5543 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 265 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102241 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 100 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1733 members 
Mstep: Class 52 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141440.000000 Penalty: 28742.078125
Iteration 158Q: 53 clusters Score -1.014144e+07 nChanged 35
Entering ConstructFrom: 
Score: -10141440.000000 Penalty: 28742.078125
Entering ConstructFrom: 
Trying to split cluster 1 (7992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Entering Unmasked Estep 
Score: -462892.125000 Penalty: 408.871948
	Iteration 0F: 2 clusters Score -462892.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -457597.062500 Penalty: 817.743896
	Iteration 0F: 3 clusters Score -457597.1 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -459714.000000 Penalty: 817.743896
	Iteration 1F: 3 clusters Score -459714 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -459969.500000 Penalty: 817.743896
	Iteration 2F: 3 clusters Score -459969.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -460231.750000 Penalty: 817.743896
	Iteration 3F: 3 clusters Score -460231.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -460490.062500 Penalty: 817.743896
	Iteration 4F: 3 clusters Score -460490.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -460747.468750 Penalty: 817.743896
	Iteration 5F: 3 clusters Score -460747.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -460972.687500 Penalty: 817.743896
	Iteration 6Q: 3 clusters Score -460972.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -461139.125000 Penalty: 817.743896
	Iteration 7Q: 3 clusters Score -461139.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -461290.031250 Penalty: 817.743896
	Iteration 8Q: 3 clusters Score -461290 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -461395.156250 Penalty: 817.743896
	Iteration 9Q: 3 clusters Score -461395.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -461475.968750 Penalty: 817.743896
	Iteration 10Q: 3 clusters Score -461476 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -461550.812500 Penalty: 817.743896
	Iteration 11Q: 3 clusters Score -461550.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -461627.250000 Penalty: 817.743896
	Iteration 12Q: 3 clusters Score -461627.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -461736.718750 Penalty: 817.743896
	Iteration 13Q: 3 clusters Score -461736.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -461870.031250 Penalty: 817.743896
	Iteration 14Q: 3 clusters Score -461870 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -461957.750000 Penalty: 817.743896
	Iteration 15Q: 3 clusters Score -461957.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -462014.906250 Penalty: 817.743896
	Iteration 16Q: 3 clusters Score -462014.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -462046.718750 Penalty: 817.743896
	Iteration 17Q: 3 clusters Score -462046.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -462072.687500 Penalty: 817.743896
	Iteration 18Q: 3 clusters Score -462072.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -462096.625000 Penalty: 817.743896
	Iteration 19Q: 3 clusters Score -462096.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -462118.406250 Penalty: 817.743896
	Iteration 20F: 3 clusters Score -462118.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -462139.875000 Penalty: 817.743896
	Iteration 21Q: 3 clusters Score -462139.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -462153.593750 Penalty: 817.743896
	Iteration 22Q: 3 clusters Score -462153.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -462169.218750 Penalty: 817.743896
	Iteration 23Q: 3 clusters Score -462169.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -462181.218750 Penalty: 817.743896
	Iteration 24Q: 3 clusters Score -462181.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -462193.281250 Penalty: 817.743896
	Iteration 25Q: 3 clusters Score -462193.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -462207.718750 Penalty: 817.743896
	Iteration 26Q: 3 clusters Score -462207.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -462227.656250 Penalty: 817.743896
	Iteration 27Q: 3 clusters Score -462227.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -462250.937500 Penalty: 817.743896
	Iteration 28Q: 3 clusters Score -462250.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -462275.812500 Penalty: 817.743896
	Iteration 29Q: 3 clusters Score -462275.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -462299.468750 Penalty: 817.743896
	Iteration 30Q: 3 clusters Score -462299.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -462315.062500 Penalty: 817.743896
	Iteration 31Q: 3 clusters Score -462315.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -462329.437500 Penalty: 817.743896
	Iteration 32Q: 3 clusters Score -462329.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -462344.218750 Penalty: 817.743896
	Iteration 33Q: 3 clusters Score -462344.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -462364.656250 Penalty: 817.743896
	Iteration 34Q: 3 clusters Score -462364.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -462379.562500 Penalty: 817.743896
	Iteration 35Q: 3 clusters Score -462379.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -462394.468750 Penalty: 817.743896
	Iteration 36Q: 3 clusters Score -462394.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -462406.187500 Penalty: 817.743896
	Iteration 37Q: 3 clusters Score -462406.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -462418.281250 Penalty: 817.743896
	Iteration 38Q: 3 clusters Score -462418.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -462429.625000 Penalty: 817.743896
	Iteration 39Q: 3 clusters Score -462429.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -462441.937500 Penalty: 817.743896
	Iteration 40F: 3 clusters Score -462441.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -462455.406250 Penalty: 817.743896
	Iteration 41Q: 3 clusters Score -462455.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -462469.625000 Penalty: 817.743896
	Iteration 42Q: 3 clusters Score -462469.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -462483.687500 Penalty: 817.743896
	Iteration 43Q: 3 clusters Score -462483.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -462496.937500 Penalty: 817.743896
	Iteration 44Q: 3 clusters Score -462496.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -462505.156250 Penalty: 817.743896
	Iteration 45Q: 3 clusters Score -462505.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -462510.281250 Penalty: 817.743896
	Iteration 46Q: 3 clusters Score -462510.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -462512.812500 Penalty: 817.743896
	Iteration 47Q: 3 clusters Score -462512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -462515.906250 Penalty: 817.743896
	Iteration 48Q: 3 clusters Score -462515.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -462518.187500 Penalty: 817.743896
	Iteration 49Q: 3 clusters Score -462518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -462522.031250 Penalty: 817.743896
	Iteration 50Q: 3 clusters Score -462522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -462524.343750 Penalty: 817.743896
	Iteration 51Q: 3 clusters Score -462524.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -462524.656250 Penalty: 817.743896
	Iteration 52Q: 3 clusters Score -462524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -462526.250000 Penalty: 817.743896
	Iteration 53Q: 3 clusters Score -462526.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -462528.000000 Penalty: 817.743896
	Iteration 54Q: 3 clusters Score -462528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -462529.437500 Penalty: 817.743896
	Iteration 55Q: 3 clusters Score -462529.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -462529.968750 Penalty: 817.743896
	Iteration 56Q: 3 clusters Score -462530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -462530.375000 Penalty: 817.743896
	Iteration 57Q: 3 clusters Score -462530.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -462531.812500 Penalty: 817.743896
	Iteration 58Q: 3 clusters Score -462531.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -462532.187500 Penalty: 817.743896
	Iteration 59Q: 3 clusters Score -462532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -462533.593750 Penalty: 817.743896
	Iteration 60F: 3 clusters Score -462533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -462533.156250 Penalty: 817.743896
	Iteration 61Q: 3 clusters Score -462533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -462533.156250 Penalty: 817.743896
	Iteration 62F: 3 clusters Score -462533.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -24223.390625 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -24223.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23723.158203 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -23723.16 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23897.453125 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -23897.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23972.998047 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -23973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24019.927734 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -24019.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24054.158203 Penalty: 572.364136
	Iteration 4F: 3 clusters Score -24054.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -24089.750000 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -24089.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24103.507812 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -24103.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24112.486328 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -24112.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24117.957031 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -24117.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24122.912109 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -24122.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24128.736328 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -24128.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24132.357422 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -24132.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -24133.576172 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -24133.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24134.814453 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -24134.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24134.814453 Penalty: 572.364136
	Iteration 14F: 3 clusters Score -24134.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Entering Unmasked Estep 
Score: -376527.562500 Penalty: 403.075195
	Iteration 0F: 2 clusters Score -376527.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -371888.125000 Penalty: 806.150391
	Iteration 0F: 3 clusters Score -371888.1 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -373780.750000 Penalty: 806.150391
	Iteration 1F: 3 clusters Score -373780.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -373960.906250 Penalty: 806.150391
	Iteration 2F: 3 clusters Score -373960.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -374097.156250 Penalty: 806.150391
	Iteration 3Q: 3 clusters Score -374097.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -374229.531250 Penalty: 806.150391
	Iteration 4Q: 3 clusters Score -374229.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -374397.218750 Penalty: 806.150391
	Iteration 5Q: 3 clusters Score -374397.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -374614.281250 Penalty: 806.150391
	Iteration 6Q: 3 clusters Score -374614.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -374879.656250 Penalty: 806.150391
	Iteration 7Q: 3 clusters Score -374879.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -375095.562500 Penalty: 806.150391
	Iteration 8Q: 3 clusters Score -375095.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -375227.218750 Penalty: 806.150391
	Iteration 9Q: 3 clusters Score -375227.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -375310.812500 Penalty: 806.150391
	Iteration 10Q: 3 clusters Score -375310.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -375351.500000 Penalty: 806.150391
	Iteration 11Q: 3 clusters Score -375351.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -375375.593750 Penalty: 806.150391
	Iteration 12Q: 3 clusters Score -375375.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -375394.875000 Penalty: 806.150391
	Iteration 13Q: 3 clusters Score -375394.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -375407.406250 Penalty: 806.150391
	Iteration 14Q: 3 clusters Score -375407.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -375422.062500 Penalty: 806.150391
	Iteration 15Q: 3 clusters Score -375422.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -375434.250000 Penalty: 806.150391
	Iteration 16Q: 3 clusters Score -375434.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -375445.093750 Penalty: 806.150391
	Iteration 17Q: 3 clusters Score -375445.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -375456.500000 Penalty: 806.150391
	Iteration 18Q: 3 clusters Score -375456.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -375464.468750 Penalty: 806.150391
	Iteration 19Q: 3 clusters Score -375464.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -375475.093750 Penalty: 806.150391
	Iteration 20F: 3 clusters Score -375475.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -375484.250000 Penalty: 806.150391
	Iteration 21Q: 3 clusters Score -375484.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -375490.812500 Penalty: 806.150391
	Iteration 22Q: 3 clusters Score -375490.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -375497.500000 Penalty: 806.150391
	Iteration 23Q: 3 clusters Score -375497.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -375501.593750 Penalty: 806.150391
	Iteration 24Q: 3 clusters Score -375501.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -375508.250000 Penalty: 806.150391
	Iteration 25Q: 3 clusters Score -375508.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -375511.187500 Penalty: 806.150391
	Iteration 26Q: 3 clusters Score -375511.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -375514.906250 Penalty: 806.150391
	Iteration 27Q: 3 clusters Score -375514.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -375517.781250 Penalty: 806.150391
	Iteration 28Q: 3 clusters Score -375517.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -375519.781250 Penalty: 806.150391
	Iteration 29Q: 3 clusters Score -375519.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -375523.375000 Penalty: 806.150391
	Iteration 30Q: 3 clusters Score -375523.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -375526.281250 Penalty: 806.150391
	Iteration 31Q: 3 clusters Score -375526.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -375529.062500 Penalty: 806.150391
	Iteration 32Q: 3 clusters Score -375529.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -375531.031250 Penalty: 806.150391
	Iteration 33Q: 3 clusters Score -375531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -375531.781250 Penalty: 806.150391
	Iteration 34Q: 3 clusters Score -375531.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -375535.281250 Penalty: 806.150391
	Iteration 35Q: 3 clusters Score -375535.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -375536.875000 Penalty: 806.150391
	Iteration 36Q: 3 clusters Score -375536.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -375540.468750 Penalty: 806.150391
	Iteration 37Q: 3 clusters Score -375540.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -375546.968750 Penalty: 806.150391
	Iteration 38Q: 3 clusters Score -375547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -375550.468750 Penalty: 806.150391
	Iteration 39Q: 3 clusters Score -375550.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -375556.562500 Penalty: 806.150391
	Iteration 40F: 3 clusters Score -375556.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -375562.562500 Penalty: 806.150391
	Iteration 41Q: 3 clusters Score -375562.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -375565.875000 Penalty: 806.150391
	Iteration 42Q: 3 clusters Score -375565.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -375569.062500 Penalty: 806.150391
	Iteration 43Q: 3 clusters Score -375569.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -375571.281250 Penalty: 806.150391
	Iteration 44Q: 3 clusters Score -375571.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -375574.593750 Penalty: 806.150391
	Iteration 45Q: 3 clusters Score -375574.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -375577.312500 Penalty: 806.150391
	Iteration 46Q: 3 clusters Score -375577.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -375578.281250 Penalty: 806.150391
	Iteration 47Q: 3 clusters Score -375578.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -375581.187500 Penalty: 806.150391
	Iteration 48Q: 3 clusters Score -375581.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -375582.968750 Penalty: 806.150391
	Iteration 49Q: 3 clusters Score -375583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -375584.875000 Penalty: 806.150391
	Iteration 50Q: 3 clusters Score -375584.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -375589.031250 Penalty: 806.150391
	Iteration 51Q: 3 clusters Score -375589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -375592.812500 Penalty: 806.150391
	Iteration 52Q: 3 clusters Score -375592.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -375596.031250 Penalty: 806.150391
	Iteration 53Q: 3 clusters Score -375596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -375599.437500 Penalty: 806.150391
	Iteration 54Q: 3 clusters Score -375599.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -375604.031250 Penalty: 806.150391
	Iteration 55Q: 3 clusters Score -375604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -375607.656250 Penalty: 806.150391
	Iteration 56Q: 3 clusters Score -375607.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -375611.312500 Penalty: 806.150391
	Iteration 57Q: 3 clusters Score -375611.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -375617.031250 Penalty: 806.150391
	Iteration 58Q: 3 clusters Score -375617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -375623.468750 Penalty: 806.150391
	Iteration 59Q: 3 clusters Score -375623.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -375630.406250 Penalty: 806.150391
	Iteration 60F: 3 clusters Score -375630.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -375636.875000 Penalty: 806.150391
	Iteration 61Q: 3 clusters Score -375636.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -375645.468750 Penalty: 806.150391
	Iteration 62Q: 3 clusters Score -375645.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -375647.875000 Penalty: 806.150391
	Iteration 63Q: 3 clusters Score -375647.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -375652.000000 Penalty: 806.150391
	Iteration 64Q: 3 clusters Score -375652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -375655.031250 Penalty: 806.150391
	Iteration 65Q: 3 clusters Score -375655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -375659.343750 Penalty: 806.150391
	Iteration 66Q: 3 clusters Score -375659.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -375665.187500 Penalty: 806.150391
	Iteration 67Q: 3 clusters Score -375665.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -375672.625000 Penalty: 806.150391
	Iteration 68Q: 3 clusters Score -375672.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -375678.812500 Penalty: 806.150391
	Iteration 69Q: 3 clusters Score -375678.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -375687.250000 Penalty: 806.150391
	Iteration 70Q: 3 clusters Score -375687.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -375696.625000 Penalty: 806.150391
	Iteration 71Q: 3 clusters Score -375696.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -375706.937500 Penalty: 806.150391
	Iteration 72Q: 3 clusters Score -375706.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -375720.937500 Penalty: 806.150391
	Iteration 73Q: 3 clusters Score -375720.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -375742.781250 Penalty: 806.150391
	Iteration 74Q: 3 clusters Score -375742.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -375770.031250 Penalty: 806.150391
	Iteration 75Q: 3 clusters Score -375770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -375790.000000 Penalty: 806.150391
	Iteration 76Q: 3 clusters Score -375790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -375809.625000 Penalty: 806.150391
	Iteration 77Q: 3 clusters Score -375809.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -375826.718750 Penalty: 806.150391
	Iteration 78Q: 3 clusters Score -375826.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -375839.937500 Penalty: 806.150391
	Iteration 79Q: 3 clusters Score -375839.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -375855.656250 Penalty: 806.150391
	Iteration 80F: 3 clusters Score -375855.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -375870.656250 Penalty: 806.150391
	Iteration 81Q: 3 clusters Score -375870.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -375890.375000 Penalty: 806.150391
	Iteration 82Q: 3 clusters Score -375890.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -375907.062500 Penalty: 806.150391
	Iteration 83Q: 3 clusters Score -375907.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -375921.875000 Penalty: 806.150391
	Iteration 84Q: 3 clusters Score -375921.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -375936.968750 Penalty: 806.150391
	Iteration 85Q: 3 clusters Score -375937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -375955.750000 Penalty: 806.150391
	Iteration 86Q: 3 clusters Score -375955.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -375975.031250 Penalty: 806.150391
	Iteration 87Q: 3 clusters Score -375975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -375995.031250 Penalty: 806.150391
	Iteration 88Q: 3 clusters Score -375995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -376014.875000 Penalty: 806.150391
	Iteration 89Q: 3 clusters Score -376014.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -376032.593750 Penalty: 806.150391
	Iteration 90Q: 3 clusters Score -376032.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -376043.000000 Penalty: 806.150391
	Iteration 91Q: 3 clusters Score -376043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -376050.937500 Penalty: 806.150391
	Iteration 92Q: 3 clusters Score -376050.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -376057.625000 Penalty: 806.150391
	Iteration 93Q: 3 clusters Score -376057.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -376064.937500 Penalty: 806.150391
	Iteration 94Q: 3 clusters Score -376064.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -376073.093750 Penalty: 806.150391
	Iteration 95Q: 3 clusters Score -376073.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -376083.875000 Penalty: 806.150391
	Iteration 96Q: 3 clusters Score -376083.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -376094.968750 Penalty: 806.150391
	Iteration 97Q: 3 clusters Score -376095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -376107.218750 Penalty: 806.150391
	Iteration 98Q: 3 clusters Score -376107.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -376114.562500 Penalty: 806.150391
	Iteration 99Q: 3 clusters Score -376114.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -376125.656250 Penalty: 806.150391
	Iteration 100F: 3 clusters Score -376125.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -376136.187500 Penalty: 806.150391
	Iteration 101Q: 3 clusters Score -376136.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -376146.031250 Penalty: 806.150391
	Iteration 102Q: 3 clusters Score -376146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -376151.406250 Penalty: 806.150391
	Iteration 103Q: 3 clusters Score -376151.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -376156.093750 Penalty: 806.150391
	Iteration 104Q: 3 clusters Score -376156.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -376162.468750 Penalty: 806.150391
	Iteration 105Q: 3 clusters Score -376162.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -376168.375000 Penalty: 806.150391
	Iteration 106Q: 3 clusters Score -376168.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -376173.906250 Penalty: 806.150391
	Iteration 107Q: 3 clusters Score -376173.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -376177.687500 Penalty: 806.150391
	Iteration 108Q: 3 clusters Score -376177.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -376183.468750 Penalty: 806.150391
	Iteration 109Q: 3 clusters Score -376183.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -376189.781250 Penalty: 806.150391
	Iteration 110Q: 3 clusters Score -376189.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -376194.406250 Penalty: 806.150391
	Iteration 111Q: 3 clusters Score -376194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -376197.281250 Penalty: 806.150391
	Iteration 112Q: 3 clusters Score -376197.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -376198.375000 Penalty: 806.150391
	Iteration 113Q: 3 clusters Score -376198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -376200.218750 Penalty: 806.150391
	Iteration 114Q: 3 clusters Score -376200.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -376202.000000 Penalty: 806.150391
	Iteration 115Q: 3 clusters Score -376202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -376202.468750 Penalty: 806.150391
	Iteration 116Q: 3 clusters Score -376202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -376204.093750 Penalty: 806.150391
	Iteration 117Q: 3 clusters Score -376204.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -376207.000000 Penalty: 806.150391
	Iteration 118Q: 3 clusters Score -376207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -376208.062500 Penalty: 806.150391
	Iteration 119Q: 3 clusters Score -376208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -376209.062500 Penalty: 806.150391
	Iteration 120F: 3 clusters Score -376209.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -376210.000000 Penalty: 806.150391
	Iteration 121Q: 3 clusters Score -376210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -376212.031250 Penalty: 806.150391
	Iteration 122Q: 3 clusters Score -376212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -376213.562500 Penalty: 806.150391
	Iteration 123Q: 3 clusters Score -376213.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -376214.937500 Penalty: 806.150391
	Iteration 124Q: 3 clusters Score -376214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -376215.343750 Penalty: 806.150391
	Iteration 125Q: 3 clusters Score -376215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -376215.906250 Penalty: 806.150391
	Iteration 126Q: 3 clusters Score -376215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -376216.875000 Penalty: 806.150391
	Iteration 127Q: 3 clusters Score -376216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -376216.875000 Penalty: 806.150391
	Iteration 128F: 3 clusters Score -376216.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -17905.865234 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -17905.87 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: -17518.953125 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17518.95 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17653.943359 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -17653.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17747.011719 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -17747.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17799.398438 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -17799.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17829.382812 Penalty: 534.873962
	Iteration 4F: 3 clusters Score -17829.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17841.804688 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -17841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17852.197266 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -17852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17855.320312 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -17855.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17857.382812 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -17857.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17857.382812 Penalty: 534.873962
	Iteration 9F: 3 clusters Score -17857.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -32187.378906 Penalty: 288.806213
	Iteration 0F: 2 clusters Score -32187.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31625.937500 Penalty: 577.612427
	Iteration 0F: 3 clusters Score -31625.94 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -31813.966797 Penalty: 577.612427
	Iteration 1F: 3 clusters Score -31813.97 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31862.753906 Penalty: 577.612427
	Iteration 2F: 3 clusters Score -31862.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -31889.083984 Penalty: 577.612427
	Iteration 3F: 3 clusters Score -31889.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -31905.771484 Penalty: 577.612427
	Iteration 4Q: 3 clusters Score -31905.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -31920.888672 Penalty: 577.612427
	Iteration 5Q: 3 clusters Score -31920.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -31928.404297 Penalty: 577.612427
	Iteration 6Q: 3 clusters Score -31928.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -31940.271484 Penalty: 577.612427
	Iteration 7Q: 3 clusters Score -31940.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -31948.187500 Penalty: 577.612427
	Iteration 8Q: 3 clusters Score -31948.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -31955.917969 Penalty: 577.612427
	Iteration 9Q: 3 clusters Score -31955.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -31962.314453 Penalty: 577.612427
	Iteration 10Q: 3 clusters Score -31962.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -31965.539062 Penalty: 577.612427
	Iteration 11Q: 3 clusters Score -31965.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31966.845703 Penalty: 577.612427
	Iteration 12Q: 3 clusters Score -31966.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -31967.087891 Penalty: 577.612427
	Iteration 13Q: 3 clusters Score -31967.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -31967.087891 Penalty: 577.612427
	Iteration 14F: 3 clusters Score -31967.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8892.212891 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8892.213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8636.105469 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -8636.105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8738.999023 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -8738.999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8766.427734 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -8766.428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8771.293945 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -8771.294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8777.894531 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -8777.895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8777.894531 Penalty: 466.280701
	Iteration 5F: 3 clusters Score -8777.895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -20539.976562 Penalty: 271.808350
	Iteration 0F: 2 clusters Score -20539.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20133.472656 Penalty: 543.616699
	Iteration 0F: 3 clusters Score -20133.47 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20263.152344 Penalty: 543.616699
	Iteration 1F: 3 clusters Score -20263.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20305.837891 Penalty: 543.616699
	Iteration 2F: 3 clusters Score -20305.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20342.988281 Penalty: 543.616699
	Iteration 3F: 3 clusters Score -20342.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20378.876953 Penalty: 543.616699
	Iteration 4Q: 3 clusters Score -20378.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20413.210938 Penalty: 543.616699
	Iteration 5F: 3 clusters Score -20413.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20426.476562 Penalty: 543.616699
	Iteration 6Q: 3 clusters Score -20426.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20437.728516 Penalty: 543.616699
	Iteration 7Q: 3 clusters Score -20437.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20443.173828 Penalty: 543.616699
	Iteration 8Q: 3 clusters Score -20443.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20452.431641 Penalty: 543.616699
	Iteration 9Q: 3 clusters Score -20452.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20470.826172 Penalty: 543.616699
	Iteration 10Q: 3 clusters Score -20470.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20499.869141 Penalty: 543.616699
	Iteration 11Q: 3 clusters Score -20499.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20527.746094 Penalty: 543.616699
	Iteration 12Q: 3 clusters Score -20527.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20531.878906 Penalty: 543.616699
	Iteration 13Q: 3 clusters Score -20531.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20534.685547 Penalty: 543.616699
	Iteration 14Q: 3 clusters Score -20534.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20540.855469 Penalty: 543.616699
	Iteration 15Q: 3 clusters Score -20540.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20553.101562 Penalty: 543.616699
	Iteration 16Q: 3 clusters Score -20553.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20564.214844 Penalty: 543.616699
	Iteration 17Q: 3 clusters Score -20564.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20575.496094 Penalty: 543.616699
	Iteration 18Q: 3 clusters Score -20575.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20594.019531 Penalty: 543.616699
	Iteration 19Q: 3 clusters Score -20594.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20612.716797 Penalty: 543.616699
	Iteration 20F: 3 clusters Score -20612.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20623.373047 Penalty: 543.616699
	Iteration 21Q: 3 clusters Score -20623.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20630.615234 Penalty: 543.616699
	Iteration 22Q: 3 clusters Score -20630.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20636.535156 Penalty: 543.616699
	Iteration 23Q: 3 clusters Score -20636.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20636.535156 Penalty: 543.616699
	Iteration 24F: 3 clusters Score -20636.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 158 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 235 members 
Entering Unmasked Estep 
Score: -10141270.000000 Penalty: 29294.808594
Splitting cluster 7 changes total score from -10141440.000000 to -10141270.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -10085.668945 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -10085.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9790.603516 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -9790.604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9977.769531 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -9977.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10076.263672 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -10076.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10120.426758 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -10120.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10181.946289 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -10181.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10194.612305 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -10194.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10208.614258 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -10208.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10208.614258 Penalty: 509.792816
	Iteration 7F: 3 clusters Score -10208.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 162 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 109 members 
Entering Unmasked Estep 
Score: -10141290.000000 Penalty: 29294.808594
Splitting cluster 8 changes total score from -10141440.000000 to -10141290.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -82571.429688 Penalty: 334.739777
	Iteration 0F: 2 clusters Score -82571.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -81419.093750 Penalty: 669.479553
	Iteration 0F: 3 clusters Score -81419.09 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -81867.914062 Penalty: 669.479553
	Iteration 1F: 3 clusters Score -81867.91 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -81981.335938 Penalty: 669.479553
	Iteration 2F: 3 clusters Score -81981.34 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -82051.171875 Penalty: 669.479553
	Iteration 3F: 3 clusters Score -82051.17 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -82099.382812 Penalty: 669.479553
	Iteration 4F: 3 clusters Score -82099.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -82144.375000 Penalty: 669.479553
	Iteration 5Q: 3 clusters Score -82144.38 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -82203.210938 Penalty: 669.479553
	Iteration 6Q: 3 clusters Score -82203.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -82233.960938 Penalty: 669.479553
	Iteration 7Q: 3 clusters Score -82233.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -82262.523438 Penalty: 669.479553
	Iteration 8Q: 3 clusters Score -82262.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -82286.601562 Penalty: 669.479553
	Iteration 9Q: 3 clusters Score -82286.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -82312.164062 Penalty: 669.479553
	Iteration 10Q: 3 clusters Score -82312.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -82327.476562 Penalty: 669.479553
	Iteration 11Q: 3 clusters Score -82327.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -82338.648438 Penalty: 669.479553
	Iteration 12Q: 3 clusters Score -82338.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -82351.750000 Penalty: 669.479553
	Iteration 13Q: 3 clusters Score -82351.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -82366.421875 Penalty: 669.479553
	Iteration 14Q: 3 clusters Score -82366.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -82381.906250 Penalty: 669.479553
	Iteration 15Q: 3 clusters Score -82381.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -82399.140625 Penalty: 669.479553
	Iteration 16Q: 3 clusters Score -82399.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -82410.148438 Penalty: 669.479553
	Iteration 17Q: 3 clusters Score -82410.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -82420.171875 Penalty: 669.479553
	Iteration 18Q: 3 clusters Score -82420.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -82425.867188 Penalty: 669.479553
	Iteration 19Q: 3 clusters Score -82425.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -82428.421875 Penalty: 669.479553
	Iteration 20F: 3 clusters Score -82428.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -82429.835938 Penalty: 669.479553
	Iteration 21Q: 3 clusters Score -82429.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -82431.546875 Penalty: 669.479553
	Iteration 22Q: 3 clusters Score -82431.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -82433.914062 Penalty: 669.479553
	Iteration 23Q: 3 clusters Score -82433.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -82436.242188 Penalty: 669.479553
	Iteration 24Q: 3 clusters Score -82436.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -82438.906250 Penalty: 669.479553
	Iteration 25Q: 3 clusters Score -82438.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -82441.156250 Penalty: 669.479553
	Iteration 26Q: 3 clusters Score -82441.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -82442.953125 Penalty: 669.479553
	Iteration 27Q: 3 clusters Score -82442.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -82445.937500 Penalty: 669.479553
	Iteration 28Q: 3 clusters Score -82445.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -82451.804688 Penalty: 669.479553
	Iteration 29Q: 3 clusters Score -82451.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -82460.906250 Penalty: 669.479553
	Iteration 30Q: 3 clusters Score -82460.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -82473.593750 Penalty: 669.479553
	Iteration 31Q: 3 clusters Score -82473.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -82482.773438 Penalty: 669.479553
	Iteration 32Q: 3 clusters Score -82482.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -82486.687500 Penalty: 669.479553
	Iteration 33Q: 3 clusters Score -82486.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -82488.703125 Penalty: 669.479553
	Iteration 34Q: 3 clusters Score -82488.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -82489.804688 Penalty: 669.479553
	Iteration 35Q: 3 clusters Score -82489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -82490.765625 Penalty: 669.479553
	Iteration 36Q: 3 clusters Score -82490.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -82491.945312 Penalty: 669.479553
	Iteration 37Q: 3 clusters Score -82491.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -82493.132812 Penalty: 669.479553
	Iteration 38Q: 3 clusters Score -82493.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -82493.593750 Penalty: 669.479553
	Iteration 39Q: 3 clusters Score -82493.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -82495.234375 Penalty: 669.479553
	Iteration 40F: 3 clusters Score -82495.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -82498.398438 Penalty: 669.479553
	Iteration 41Q: 3 clusters Score -82498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -82500.820312 Penalty: 669.479553
	Iteration 42Q: 3 clusters Score -82500.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -82501.421875 Penalty: 669.479553
	Iteration 43Q: 3 clusters Score -82501.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -82502.156250 Penalty: 669.479553
	Iteration 44Q: 3 clusters Score -82502.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -82503.398438 Penalty: 669.479553
	Iteration 45Q: 3 clusters Score -82503.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -82504.093750 Penalty: 669.479553
	Iteration 46Q: 3 clusters Score -82504.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -82504.914062 Penalty: 669.479553
	Iteration 47Q: 3 clusters Score -82504.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -82506.132812 Penalty: 669.479553
	Iteration 48Q: 3 clusters Score -82506.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -82507.726562 Penalty: 669.479553
	Iteration 49Q: 3 clusters Score -82507.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -82513.367188 Penalty: 669.479553
	Iteration 50Q: 3 clusters Score -82513.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -82519.796875 Penalty: 669.479553
	Iteration 51Q: 3 clusters Score -82519.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -82525.109375 Penalty: 669.479553
	Iteration 52Q: 3 clusters Score -82525.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -82528.273438 Penalty: 669.479553
	Iteration 53Q: 3 clusters Score -82528.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -82530.109375 Penalty: 669.479553
	Iteration 54Q: 3 clusters Score -82530.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -82532.000000 Penalty: 669.479553
	Iteration 55Q: 3 clusters Score -82532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -82533.679688 Penalty: 669.479553
	Iteration 56Q: 3 clusters Score -82533.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -82534.625000 Penalty: 669.479553
	Iteration 57Q: 3 clusters Score -82534.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -82535.351562 Penalty: 669.479553
	Iteration 58Q: 3 clusters Score -82535.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -82535.835938 Penalty: 669.479553
	Iteration 59Q: 3 clusters Score -82535.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -82537.351562 Penalty: 669.479553
	Iteration 60F: 3 clusters Score -82537.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -82538.710938 Penalty: 669.479553
	Iteration 61Q: 3 clusters Score -82538.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -82538.710938 Penalty: 669.479553
	Iteration 62F: 3 clusters Score -82538.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -106818.460938 Penalty: 346.608063
	Iteration 0F: 2 clusters Score -106818.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -105358.460938 Penalty: 693.216125
	Iteration 0F: 3 clusters Score -105358.5 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -105860.742188 Penalty: 693.216125
	Iteration 1F: 3 clusters Score -105860.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -105975.601562 Penalty: 693.216125
	Iteration 2F: 3 clusters Score -105975.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -106087.843750 Penalty: 693.216125
	Iteration 3F: 3 clusters Score -106087.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -106177.656250 Penalty: 693.216125
	Iteration 4F: 3 clusters Score -106177.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -106253.742188 Penalty: 693.216125
	Iteration 5F: 3 clusters Score -106253.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -106308.867188 Penalty: 693.216125
	Iteration 6Q: 3 clusters Score -106308.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -106348.210938 Penalty: 693.216125
	Iteration 7Q: 3 clusters Score -106348.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -106380.828125 Penalty: 693.216125
	Iteration 8Q: 3 clusters Score -106380.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -106409.695312 Penalty: 693.216125
	Iteration 9Q: 3 clusters Score -106409.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -106434.445312 Penalty: 693.216125
	Iteration 10Q: 3 clusters Score -106434.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -106458.796875 Penalty: 693.216125
	Iteration 11Q: 3 clusters Score -106458.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -106481.898438 Penalty: 693.216125
	Iteration 12Q: 3 clusters Score -106481.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -106501.250000 Penalty: 693.216125
	Iteration 13Q: 3 clusters Score -106501.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -106513.054688 Penalty: 693.216125
	Iteration 14Q: 3 clusters Score -106513.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -106528.734375 Penalty: 693.216125
	Iteration 15Q: 3 clusters Score -106528.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -106545.031250 Penalty: 693.216125
	Iteration 16Q: 3 clusters Score -106545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -106561.195312 Penalty: 693.216125
	Iteration 17Q: 3 clusters Score -106561.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -106573.718750 Penalty: 693.216125
	Iteration 18Q: 3 clusters Score -106573.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -106586.250000 Penalty: 693.216125
	Iteration 19Q: 3 clusters Score -106586.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -106592.054688 Penalty: 693.216125
	Iteration 20F: 3 clusters Score -106592.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -106598.554688 Penalty: 693.216125
	Iteration 21Q: 3 clusters Score -106598.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -106605.718750 Penalty: 693.216125
	Iteration 22Q: 3 clusters Score -106605.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -106617.304688 Penalty: 693.216125
	Iteration 23Q: 3 clusters Score -106617.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -106634.718750 Penalty: 693.216125
	Iteration 24Q: 3 clusters Score -106634.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -106653.625000 Penalty: 693.216125
	Iteration 25Q: 3 clusters Score -106653.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -106682.648438 Penalty: 693.216125
	Iteration 26Q: 3 clusters Score -106682.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -106714.109375 Penalty: 693.216125
	Iteration 27Q: 3 clusters Score -106714.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -106735.960938 Penalty: 693.216125
	Iteration 28Q: 3 clusters Score -106736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -106758.648438 Penalty: 693.216125
	Iteration 29Q: 3 clusters Score -106758.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -106787.945312 Penalty: 693.216125
	Iteration 30Q: 3 clusters Score -106787.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -106849.773438 Penalty: 693.216125
	Iteration 31Q: 3 clusters Score -106849.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -106904.796875 Penalty: 693.216125
	Iteration 32Q: 3 clusters Score -106904.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -106933.109375 Penalty: 693.216125
	Iteration 33Q: 3 clusters Score -106933.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -106943.960938 Penalty: 693.216125
	Iteration 34Q: 3 clusters Score -106944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -106946.460938 Penalty: 693.216125
	Iteration 35Q: 3 clusters Score -106946.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -106947.226562 Penalty: 693.216125
	Iteration 36Q: 3 clusters Score -106947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -106948.062500 Penalty: 693.216125
	Iteration 37Q: 3 clusters Score -106948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -106948.164062 Penalty: 693.216125
	Iteration 38Q: 3 clusters Score -106948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -106948.351562 Penalty: 693.216125
	Iteration 39Q: 3 clusters Score -106948.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -106948.351562 Penalty: 693.216125
	Iteration 40F: 3 clusters Score -106948.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 1411 members 
Entering Unmasked Estep 
Score: -10141379.000000 Penalty: 29294.808594
Splitting cluster 10 changes total score from -10141440.000000 to -10141379.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -6465.688477 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -6465.688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6257.481445 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -6257.481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6351.461914 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -6351.462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6405.344727 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -6405.345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6465.988281 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -6465.988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6564.637695 Penalty: 437.165894
	Iteration 4F: 3 clusters Score -6564.638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -6573.773438 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -6573.773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6577.999512 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -6578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -6578.906738 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -6578.907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -6583.030273 Penalty: 437.165894
	Iteration 8Q: 3 clusters Score -6583.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -6592.833496 Penalty: 437.165894
	Iteration 9Q: 3 clusters Score -6592.833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -6592.833496 Penalty: 437.165894
	Iteration 10F: 3 clusters Score -6592.833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 96 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 26 members 
Entering Unmasked Estep 
Score: -10141254.000000 Penalty: 29294.808594
Splitting cluster 11 changes total score from -10141440.000000 to -10141254.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -19875.359375 Penalty: 294.842010
	Iteration 0F: 2 clusters Score -19875.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -19282.779297 Penalty: 589.684021
	Iteration 0F: 3 clusters Score -19282.78 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -19655.140625 Penalty: 589.684021
	Iteration 1F: 3 clusters Score -19655.14 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -19778.201172 Penalty: 589.684021
	Iteration 2F: 3 clusters Score -19778.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -19818.332031 Penalty: 589.684021
	Iteration 3F: 3 clusters Score -19818.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19845.812500 Penalty: 589.684021
	Iteration 4Q: 3 clusters Score -19845.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -19856.974609 Penalty: 589.684021
	Iteration 5Q: 3 clusters Score -19856.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -19860.767578 Penalty: 589.684021
	Iteration 6Q: 3 clusters Score -19860.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19861.484375 Penalty: 589.684021
	Iteration 7Q: 3 clusters Score -19861.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19861.484375 Penalty: 589.684021
	Iteration 8F: 3 clusters Score -19861.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -4741.098633 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -4741.099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4545.517578 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -4545.518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4582.687012 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -4582.687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4589.857910 Penalty: 407.437653
	Iteration 2Q: 3 clusters Score -4589.858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4589.857910 Penalty: 407.437653
	Iteration 3F: 3 clusters Score -4589.858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -183900.968750 Penalty: 366.495239
	Iteration 0F: 2 clusters Score -183901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -181700.718750 Penalty: 732.990479
	Iteration 0F: 3 clusters Score -181700.7 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -182476.125000 Penalty: 732.990479
	Iteration 1F: 3 clusters Score -182476.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -182597.687500 Penalty: 732.990479
	Iteration 2F: 3 clusters Score -182597.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -182705.000000 Penalty: 732.990479
	Iteration 3F: 3 clusters Score -182705 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -182818.359375 Penalty: 732.990479
	Iteration 4F: 3 clusters Score -182818.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -182935.078125 Penalty: 732.990479
	Iteration 5F: 3 clusters Score -182935.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -183056.078125 Penalty: 732.990479
	Iteration 6F: 3 clusters Score -183056.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -183202.812500 Penalty: 732.990479
	Iteration 7F: 3 clusters Score -183202.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -183303.484375 Penalty: 732.990479
	Iteration 8Q: 3 clusters Score -183303.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -183364.312500 Penalty: 732.990479
	Iteration 9Q: 3 clusters Score -183364.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -183430.625000 Penalty: 732.990479
	Iteration 10Q: 3 clusters Score -183430.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -183479.375000 Penalty: 732.990479
	Iteration 11Q: 3 clusters Score -183479.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -183513.437500 Penalty: 732.990479
	Iteration 12Q: 3 clusters Score -183513.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -183533.218750 Penalty: 732.990479
	Iteration 13Q: 3 clusters Score -183533.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -183541.390625 Penalty: 732.990479
	Iteration 14Q: 3 clusters Score -183541.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -183551.578125 Penalty: 732.990479
	Iteration 15Q: 3 clusters Score -183551.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -183558.531250 Penalty: 732.990479
	Iteration 16Q: 3 clusters Score -183558.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -183564.781250 Penalty: 732.990479
	Iteration 17Q: 3 clusters Score -183564.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -183567.515625 Penalty: 732.990479
	Iteration 18Q: 3 clusters Score -183567.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -183569.750000 Penalty: 732.990479
	Iteration 19Q: 3 clusters Score -183569.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -183571.078125 Penalty: 732.990479
	Iteration 20F: 3 clusters Score -183571.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -183573.765625 Penalty: 732.990479
	Iteration 21Q: 3 clusters Score -183573.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -183578.640625 Penalty: 732.990479
	Iteration 22Q: 3 clusters Score -183578.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -183579.437500 Penalty: 732.990479
	Iteration 23Q: 3 clusters Score -183579.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -183580.671875 Penalty: 732.990479
	Iteration 24Q: 3 clusters Score -183580.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -183581.656250 Penalty: 732.990479
	Iteration 25Q: 3 clusters Score -183581.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -183582.453125 Penalty: 732.990479
	Iteration 26Q: 3 clusters Score -183582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -183583.453125 Penalty: 732.990479
	Iteration 27Q: 3 clusters Score -183583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -183583.625000 Penalty: 732.990479
	Iteration 28Q: 3 clusters Score -183583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -183584.187500 Penalty: 732.990479
	Iteration 29Q: 3 clusters Score -183584.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -183585.484375 Penalty: 732.990479
	Iteration 30Q: 3 clusters Score -183585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -183585.765625 Penalty: 732.990479
	Iteration 31Q: 3 clusters Score -183585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -183585.750000 Penalty: 732.990479
	Iteration 32Q: 3 clusters Score -183585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -183586.171875 Penalty: 732.990479
	Iteration 33Q: 3 clusters Score -183586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -183586.515625 Penalty: 732.990479
	Iteration 34Q: 3 clusters Score -183586.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -183586.703125 Penalty: 732.990479
	Iteration 35Q: 3 clusters Score -183586.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -183586.703125 Penalty: 732.990479
	Iteration 36F: 3 clusters Score -183586.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -143317.906250 Penalty: 361.231720
	Iteration 0F: 2 clusters Score -143317.9 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 1362 members 
Entering Unmasked Estep 
Score: -141373.359375 Penalty: 722.463440
	Iteration 0F: 3 clusters Score -141373.4 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -142116.390625 Penalty: 722.463440
	Iteration 1F: 3 clusters Score -142116.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -142277.031250 Penalty: 722.463440
	Iteration 2F: 3 clusters Score -142277 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -142398.500000 Penalty: 722.463440
	Iteration 3F: 3 clusters Score -142398.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -142502.156250 Penalty: 722.463440
	Iteration 4F: 3 clusters Score -142502.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -142598.203125 Penalty: 722.463440
	Iteration 5F: 3 clusters Score -142598.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -142684.093750 Penalty: 722.463440
	Iteration 6Q: 3 clusters Score -142684.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -142753.265625 Penalty: 722.463440
	Iteration 7Q: 3 clusters Score -142753.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -142818.953125 Penalty: 722.463440
	Iteration 8Q: 3 clusters Score -142819 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -142873.531250 Penalty: 722.463440
	Iteration 9Q: 3 clusters Score -142873.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -142913.375000 Penalty: 722.463440
	Iteration 10Q: 3 clusters Score -142913.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -142945.984375 Penalty: 722.463440
	Iteration 11Q: 3 clusters Score -142946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -142968.953125 Penalty: 722.463440
	Iteration 12Q: 3 clusters Score -142969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -142989.140625 Penalty: 722.463440
	Iteration 13Q: 3 clusters Score -142989.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -143001.015625 Penalty: 722.463440
	Iteration 14Q: 3 clusters Score -143001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -143009.203125 Penalty: 722.463440
	Iteration 15Q: 3 clusters Score -143009.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -143015.609375 Penalty: 722.463440
	Iteration 16Q: 3 clusters Score -143015.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -143020.687500 Penalty: 722.463440
	Iteration 17Q: 3 clusters Score -143020.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -143025.890625 Penalty: 722.463440
	Iteration 18Q: 3 clusters Score -143025.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -143032.187500 Penalty: 722.463440
	Iteration 19Q: 3 clusters Score -143032.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -143041.968750 Penalty: 722.463440
	Iteration 20F: 3 clusters Score -143042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -143053.671875 Penalty: 722.463440
	Iteration 21Q: 3 clusters Score -143053.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -143066.406250 Penalty: 722.463440
	Iteration 22Q: 3 clusters Score -143066.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -143083.187500 Penalty: 722.463440
	Iteration 23Q: 3 clusters Score -143083.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -143099.343750 Penalty: 722.463440
	Iteration 24Q: 3 clusters Score -143099.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -143114.078125 Penalty: 722.463440
	Iteration 25Q: 3 clusters Score -143114.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -143125.687500 Penalty: 722.463440
	Iteration 26Q: 3 clusters Score -143125.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -143133.921875 Penalty: 722.463440
	Iteration 27Q: 3 clusters Score -143133.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -143138.062500 Penalty: 722.463440
	Iteration 28Q: 3 clusters Score -143138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -143139.359375 Penalty: 722.463440
	Iteration 29Q: 3 clusters Score -143139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -143140.000000 Penalty: 722.463440
	Iteration 30Q: 3 clusters Score -143140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -143140.812500 Penalty: 722.463440
	Iteration 31Q: 3 clusters Score -143140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -143145.312500 Penalty: 722.463440
	Iteration 32Q: 3 clusters Score -143145.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -143152.406250 Penalty: 722.463440
	Iteration 33Q: 3 clusters Score -143152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -143152.750000 Penalty: 722.463440
	Iteration 34Q: 3 clusters Score -143152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -143154.281250 Penalty: 722.463440
	Iteration 35Q: 3 clusters Score -143154.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -143154.281250 Penalty: 722.463440
	Iteration 36F: 3 clusters Score -143154.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -19446.882812 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -19446.88 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 215 members 
Entering Unmasked Estep 
Score: -19004.158203 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -19004.16 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19101.546875 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -19101.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -19135.939453 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -19135.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19158.314453 Penalty: 544.308716
	Iteration 3F: 3 clusters Score -19158.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19176.181641 Penalty: 544.308716
	Iteration 4Q: 3 clusters Score -19176.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19180.548828 Penalty: 544.308716
	Iteration 5Q: 3 clusters Score -19180.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19182.488281 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -19182.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19183.492188 Penalty: 544.308716
	Iteration 7Q: 3 clusters Score -19183.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19183.908203 Penalty: 544.308716
	Iteration 8Q: 3 clusters Score -19183.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19187.115234 Penalty: 544.308716
	Iteration 9Q: 3 clusters Score -19187.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19190.039062 Penalty: 544.308716
	Iteration 10Q: 3 clusters Score -19190.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19192.000000 Penalty: 544.308716
	Iteration 11Q: 3 clusters Score -19192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19192.341797 Penalty: 544.308716
	Iteration 12Q: 3 clusters Score -19192.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19192.341797 Penalty: 544.308716
	Iteration 13F: 3 clusters Score -19192.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -9417.511719 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -9417.512 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 69 members 
Entering Unmasked Estep 
Score: -9181.726562 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -9181.727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9214.822266 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -9214.822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9218.026367 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -9218.026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9223.742188 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -9223.742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9231.737305 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -9231.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9231.737305 Penalty: 454.746338
	Iteration 5F: 3 clusters Score -9231.737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -17122.308594 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -17122.31 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 188 members 
Entering Unmasked Estep 
Score: -16732.927734 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -16732.93 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16917.978516 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -16917.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17018.675781 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -17018.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17118.537109 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -17118.54 nChanged 18
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: -17180.095703 Penalty: 535.128540
	Iteration 4F: 3 clusters Score -17180.1 nChanged 8
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: -17211.720703 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -17211.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17216.496094 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -17216.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17216.548828 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -17216.55 nChanged 1
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: -17218.500000 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -17218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17225.568359 Penalty: 535.128540
	Iteration 9Q: 3 clusters Score -17225.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17232.701172 Penalty: 535.128540
	Iteration 10Q: 3 clusters Score -17232.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17233.484375 Penalty: 535.128540
	Iteration 11Q: 3 clusters Score -17233.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17233.484375 Penalty: 535.128540
	Iteration 12F: 3 clusters Score -17233.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 167 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 191 members 
Entering Unmasked Estep 
Score: -10141284.000000 Penalty: 29294.808594
Splitting cluster 18 changes total score from -10141440.000000 to -10141284.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Entering Unmasked Estep 
Score: -2012571.500000 Penalty: 479.290375
	Iteration 0F: 2 clusters Score -2012572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1987442.125000 Penalty: 958.580750
	Iteration 0F: 3 clusters Score -1987442 nChanged 18041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1999017.375000 Penalty: 958.580750
	Iteration 1F: 3 clusters Score -1999017 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2000325.875000 Penalty: 958.580750
	Iteration 2F: 3 clusters Score -2000326 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2001860.250000 Penalty: 958.580750
	Iteration 3F: 3 clusters Score -2001860 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2003640.625000 Penalty: 958.580750
	Iteration 4F: 3 clusters Score -2003641 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2005236.125000 Penalty: 958.580750
	Iteration 5F: 3 clusters Score -2005236 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2006083.000000 Penalty: 958.580750
	Iteration 6Q: 3 clusters Score -2006083 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2006427.000000 Penalty: 958.580750
	Iteration 7Q: 3 clusters Score -2006427 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2006628.500000 Penalty: 958.580750
	Iteration 8Q: 3 clusters Score -2006628 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2006801.750000 Penalty: 958.580750
	Iteration 9Q: 3 clusters Score -2006802 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2006985.250000 Penalty: 958.580750
	Iteration 10Q: 3 clusters Score -2006985 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2007227.625000 Penalty: 958.580750
	Iteration 11Q: 3 clusters Score -2007228 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2007476.500000 Penalty: 958.580750
	Iteration 12Q: 3 clusters Score -2007476 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2007749.625000 Penalty: 958.580750
	Iteration 13Q: 3 clusters Score -2007750 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2008027.125000 Penalty: 958.580750
	Iteration 14Q: 3 clusters Score -2008027 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2008377.500000 Penalty: 958.580750
	Iteration 15Q: 3 clusters Score -2008378 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2008717.375000 Penalty: 958.580750
	Iteration 16Q: 3 clusters Score -2008717 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2009070.500000 Penalty: 958.580750
	Iteration 17Q: 3 clusters Score -2009070 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2009420.875000 Penalty: 958.580750
	Iteration 18Q: 3 clusters Score -2009421 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2009752.875000 Penalty: 958.580750
	Iteration 19Q: 3 clusters Score -2009753 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2010028.000000 Penalty: 958.580750
	Iteration 20F: 3 clusters Score -2010028 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2010309.875000 Penalty: 958.580750
	Iteration 21Q: 3 clusters Score -2010310 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2010585.125000 Penalty: 958.580750
	Iteration 22Q: 3 clusters Score -2010585 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2010835.750000 Penalty: 958.580750
	Iteration 23Q: 3 clusters Score -2010836 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2011076.625000 Penalty: 958.580750
	Iteration 24Q: 3 clusters Score -2011077 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2011289.750000 Penalty: 958.580750
	Iteration 25Q: 3 clusters Score -2011290 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2011506.500000 Penalty: 958.580750
	Iteration 26Q: 3 clusters Score -2011506 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2011678.125000 Penalty: 958.580750
	Iteration 27Q: 3 clusters Score -2011678 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2011808.625000 Penalty: 958.580750
	Iteration 28Q: 3 clusters Score -2011809 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2011898.000000 Penalty: 958.580750
	Iteration 29Q: 3 clusters Score -2011898 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2011969.875000 Penalty: 958.580750
	Iteration 30Q: 3 clusters Score -2011970 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2012034.625000 Penalty: 958.580750
	Iteration 31Q: 3 clusters Score -2012035 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2012077.875000 Penalty: 958.580750
	Iteration 32Q: 3 clusters Score -2012078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2012120.000000 Penalty: 958.580750
	Iteration 33Q: 3 clusters Score -2012120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2012144.000000 Penalty: 958.580750
	Iteration 34Q: 3 clusters Score -2012144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2012157.000000 Penalty: 958.580750
	Iteration 35Q: 3 clusters Score -2012157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2012169.125000 Penalty: 958.580750
	Iteration 36Q: 3 clusters Score -2012169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2012175.375000 Penalty: 958.580750
	Iteration 37Q: 3 clusters Score -2012175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2012178.750000 Penalty: 958.580750
	Iteration 38Q: 3 clusters Score -2012179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2012185.125000 Penalty: 958.580750
	Iteration 39Q: 3 clusters Score -2012185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2012191.000000 Penalty: 958.580750
	Iteration 40F: 3 clusters Score -2012191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2012193.625000 Penalty: 958.580750
	Iteration 41Q: 3 clusters Score -2012194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2012194.625000 Penalty: 958.580750
	Iteration 42Q: 3 clusters Score -2012195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2012196.375000 Penalty: 958.580750
	Iteration 43Q: 3 clusters Score -2012196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2012198.500000 Penalty: 958.580750
	Iteration 44Q: 3 clusters Score -2012198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2012197.875000 Penalty: 958.580750
	Iteration 45Q: 3 clusters Score -2012198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2012197.875000 Penalty: 958.580750
	Iteration 46F: 3 clusters Score -2012198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Entering Unmasked Estep 
Score: -286166.625000 Penalty: 392.165741
	Iteration 0F: 2 clusters Score -286166.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -282445.562500 Penalty: 784.331482
	Iteration 0F: 3 clusters Score -282445.6 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -284082.562500 Penalty: 784.331482
	Iteration 1F: 3 clusters Score -284082.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -284367.031250 Penalty: 784.331482
	Iteration 2F: 3 clusters Score -284367 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -284592.312500 Penalty: 784.331482
	Iteration 3F: 3 clusters Score -284592.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -284793.062500 Penalty: 784.331482
	Iteration 4F: 3 clusters Score -284793.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -284963.281250 Penalty: 784.331482
	Iteration 5F: 3 clusters Score -284963.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -285105.812500 Penalty: 784.331482
	Iteration 6Q: 3 clusters Score -285105.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -285226.937500 Penalty: 784.331482
	Iteration 7Q: 3 clusters Score -285226.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -285354.000000 Penalty: 784.331482
	Iteration 8Q: 3 clusters Score -285354 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -285488.062500 Penalty: 784.331482
	Iteration 9Q: 3 clusters Score -285488.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -285583.343750 Penalty: 784.331482
	Iteration 10Q: 3 clusters Score -285583.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -285678.281250 Penalty: 784.331482
	Iteration 11Q: 3 clusters Score -285678.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -285756.468750 Penalty: 784.331482
	Iteration 12Q: 3 clusters Score -285756.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -285808.656250 Penalty: 784.331482
	Iteration 13Q: 3 clusters Score -285808.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -285849.062500 Penalty: 784.331482
	Iteration 14Q: 3 clusters Score -285849.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -285877.812500 Penalty: 784.331482
	Iteration 15Q: 3 clusters Score -285877.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -285898.375000 Penalty: 784.331482
	Iteration 16Q: 3 clusters Score -285898.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -285917.718750 Penalty: 784.331482
	Iteration 17Q: 3 clusters Score -285917.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -285938.031250 Penalty: 784.331482
	Iteration 18Q: 3 clusters Score -285938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -285956.062500 Penalty: 784.331482
	Iteration 19Q: 3 clusters Score -285956.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -285972.843750 Penalty: 784.331482
	Iteration 20F: 3 clusters Score -285972.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -285991.281250 Penalty: 784.331482
	Iteration 21Q: 3 clusters Score -285991.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -286012.781250 Penalty: 784.331482
	Iteration 22Q: 3 clusters Score -286012.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -286035.562500 Penalty: 784.331482
	Iteration 23Q: 3 clusters Score -286035.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -286064.062500 Penalty: 784.331482
	Iteration 24Q: 3 clusters Score -286064.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -286093.218750 Penalty: 784.331482
	Iteration 25Q: 3 clusters Score -286093.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -286116.125000 Penalty: 784.331482
	Iteration 26Q: 3 clusters Score -286116.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -286131.718750 Penalty: 784.331482
	Iteration 27Q: 3 clusters Score -286131.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -286146.281250 Penalty: 784.331482
	Iteration 28Q: 3 clusters Score -286146.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -286159.968750 Penalty: 784.331482
	Iteration 29Q: 3 clusters Score -286160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -286179.812500 Penalty: 784.331482
	Iteration 30Q: 3 clusters Score -286179.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -286210.031250 Penalty: 784.331482
	Iteration 31Q: 3 clusters Score -286210 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -286256.406250 Penalty: 784.331482
	Iteration 32Q: 3 clusters Score -286256.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -286280.562500 Penalty: 784.331482
	Iteration 33Q: 3 clusters Score -286280.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -286289.843750 Penalty: 784.331482
	Iteration 34Q: 3 clusters Score -286289.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -286294.562500 Penalty: 784.331482
	Iteration 35Q: 3 clusters Score -286294.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -286296.812500 Penalty: 784.331482
	Iteration 36Q: 3 clusters Score -286296.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -286298.781250 Penalty: 784.331482
	Iteration 37Q: 3 clusters Score -286298.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -286299.218750 Penalty: 784.331482
	Iteration 38Q: 3 clusters Score -286299.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -286300.281250 Penalty: 784.331482
	Iteration 39Q: 3 clusters Score -286300.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -286301.187500 Penalty: 784.331482
	Iteration 40F: 3 clusters Score -286301.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -286302.093750 Penalty: 784.331482
	Iteration 41Q: 3 clusters Score -286302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -286303.000000 Penalty: 784.331482
	Iteration 42Q: 3 clusters Score -286303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -286304.250000 Penalty: 784.331482
	Iteration 43Q: 3 clusters Score -286304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -286306.000000 Penalty: 784.331482
	Iteration 44Q: 3 clusters Score -286306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -286306.281250 Penalty: 784.331482
	Iteration 45Q: 3 clusters Score -286306.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -286307.375000 Penalty: 784.331482
	Iteration 46Q: 3 clusters Score -286307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -286307.500000 Penalty: 784.331482
	Iteration 47Q: 3 clusters Score -286307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -286307.812500 Penalty: 784.331482
	Iteration 48Q: 3 clusters Score -286307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -286308.281250 Penalty: 784.331482
	Iteration 49Q: 3 clusters Score -286308.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -286308.343750 Penalty: 784.331482
	Iteration 50Q: 3 clusters Score -286308.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -286308.343750 Penalty: 784.331482
	Iteration 51F: 3 clusters Score -286308.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 902 members 
Entering Unmasked Estep 
Score: -10141468.000000 Penalty: 29294.808594
Splitting cluster 20 changes total score from -10141440.000000 to -10141468.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 21 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7122.140625 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7122.141 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 87 members 
Entering Unmasked Estep 
Score: -6891.408203 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -6891.408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6998.148438 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -6998.148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7072.227051 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -7072.227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7160.996582 Penalty: 468.949554
	Iteration 3F: 3 clusters Score -7160.997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7194.104492 Penalty: 468.949554
	Iteration 4F: 3 clusters Score -7194.104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7203.354492 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -7203.354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7203.840820 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -7203.841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7203.840820 Penalty: 468.949554
	Iteration 7F: 3 clusters Score -7203.841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 76 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 97 members 
Entering Unmasked Estep 
Score: -10141230.000000 Penalty: 29847.541016
Splitting cluster 21 changes total score from -10141440.000000 to -10141230.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -13535.448242 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -13535.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13248.239258 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -13248.24 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13475.575195 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -13475.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13613.968750 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -13613.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13669.345703 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -13669.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13671.838867 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -13671.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13675.436523 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -13675.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13690.129883 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -13690.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13768.347656 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -13768.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13774.200195 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -13774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13783.939453 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -13783.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13792.795898 Penalty: 507.411377
	Iteration 10Q: 3 clusters Score -13792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13794.780273 Penalty: 507.411377
	Iteration 11Q: 3 clusters Score -13794.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13794.780273 Penalty: 507.411377
	Iteration 12F: 3 clusters Score -13794.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 121 members 
Entering Unmasked Estep 
Score: -10141430.000000 Penalty: 29847.541016
Splitting cluster 22 changes total score from -10141440.000000 to -10141430.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -16561.222656 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -16561.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16210.292969 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -16210.29 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16308.481445 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -16308.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16389.431641 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -16389.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16442.142578 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -16442.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16454.925781 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -16454.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16455.359375 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -16455.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16455.359375 Penalty: 518.129639
	Iteration 6F: 3 clusters Score -16455.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -12311.278320 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -12311.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12002.083984 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -12002.08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12094.802734 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -12094.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12141.050781 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -12141.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12162.565430 Penalty: 503.178040
	Iteration 3F: 3 clusters Score -12162.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12178.097656 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -12178.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12182.335938 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -12182.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12184.060547 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -12184.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12185.065430 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -12185.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12185.271484 Penalty: 503.178040
	Iteration 8Q: 3 clusters Score -12185.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12189.348633 Penalty: 503.178040
	Iteration 9Q: 3 clusters Score -12189.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12192.753906 Penalty: 503.178040
	Iteration 10Q: 3 clusters Score -12192.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12197.678711 Penalty: 503.178040
	Iteration 11Q: 3 clusters Score -12197.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12197.678711 Penalty: 503.178040
	Iteration 12F: 3 clusters Score -12197.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -9491.504883 Penalty: 242.196960
	Iteration 0F: 2 clusters Score -9491.505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9214.349609 Penalty: 484.393921
	Iteration 0F: 3 clusters Score -9214.35 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9280.461914 Penalty: 484.393921
	Iteration 1F: 3 clusters Score -9280.462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9296.316406 Penalty: 484.393921
	Iteration 2Q: 3 clusters Score -9296.316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9304.178711 Penalty: 484.393921
	Iteration 3Q: 3 clusters Score -9304.179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9306.318359 Penalty: 484.393921
	Iteration 4Q: 3 clusters Score -9306.318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9307.558594 Penalty: 484.393921
	Iteration 5Q: 3 clusters Score -9307.559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9307.558594 Penalty: 484.393921
	Iteration 6F: 3 clusters Score -9307.559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (102242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102242 members 
Entering Unmasked Estep 
Score: -5885336.500000 Penalty: 524.846985
	Iteration 0F: 2 clusters Score -5885336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -5821068.000000 Penalty: 1049.693970
	Iteration 0F: 3 clusters Score -5821068 nChanged 49838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -5851318.000000 Penalty: 1049.693970
	Iteration 1F: 3 clusters Score -5851318 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -5853421.000000 Penalty: 1049.693970
	Iteration 2Q: 3 clusters Score -5853421 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -5856761.500000 Penalty: 1049.693970
	Iteration 3F: 3 clusters Score -5856762 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -5860996.500000 Penalty: 1049.693970
	Iteration 4F: 3 clusters Score -5860996 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -5865340.500000 Penalty: 1049.693970
	Iteration 5F: 3 clusters Score -5865340 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -5868937.500000 Penalty: 1049.693970
	Iteration 6F: 3 clusters Score -5868938 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -5871426.000000 Penalty: 1049.693970
	Iteration 7Q: 3 clusters Score -5871426 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -5872828.000000 Penalty: 1049.693970
	Iteration 8Q: 3 clusters Score -5872828 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -5873838.500000 Penalty: 1049.693970
	Iteration 9Q: 3 clusters Score -5873838 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -5874551.500000 Penalty: 1049.693970
	Iteration 10Q: 3 clusters Score -5874552 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -5874948.500000 Penalty: 1049.693970
	Iteration 11Q: 3 clusters Score -5874948 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -5875137.000000 Penalty: 1049.693970
	Iteration 12Q: 3 clusters Score -5875137 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -5875265.000000 Penalty: 1049.693970
	Iteration 13Q: 3 clusters Score -5875265 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -5875366.500000 Penalty: 1049.693970
	Iteration 14Q: 3 clusters Score -5875366 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -5875474.000000 Penalty: 1049.693970
	Iteration 15Q: 3 clusters Score -5875474 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61382 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -5875601.500000 Penalty: 1049.693970
	Iteration 16Q: 3 clusters Score -5875602 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -5875732.500000 Penalty: 1049.693970
	Iteration 17Q: 3 clusters Score -5875732 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -5875954.000000 Penalty: 1049.693970
	Iteration 18Q: 3 clusters Score -5875954 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -5876178.500000 Penalty: 1049.693970
	Iteration 19Q: 3 clusters Score -5876178 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -5876476.000000 Penalty: 1049.693970
	Iteration 20F: 3 clusters Score -5876476 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66255 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5876830 nChanged 1527
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67762 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5877254 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5877960 nChanged 1988
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5878806 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5879902 nChanged 2153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5880816 nChanged 2087
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Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5881676 nChanged 1882
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Mstep: Class 1 contains 79390 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5882286 nChanged 1624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80892 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5882724 nChanged 1410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5882941 nChanged 1159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5883040 nChanged 1045
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5883110 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85260 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5883152 nChanged 912
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5883198 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5883277 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87845 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5883385 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88594 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -5883415.500000 Penalty: 1049.693970
	Iteration 37Q: 3 clusters Score -5883416 nChanged 703
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89297 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5883488 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89999 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5883527 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -5883665.500000 Penalty: 1049.693970
	Iteration 40F: 3 clusters Score -5883666 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91341 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5883688 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5883694 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5883730 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -5883833.000000 Penalty: 1049.693970
	Iteration 44Q: 3 clusters Score -5883833 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93710 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5883872 nChanged 473
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94183 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5883895 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94606 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -5883940.500000 Penalty: 1049.693970
	Iteration 47Q: 3 clusters Score -5883940 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5883984 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95443 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -5884052.500000 Penalty: 1049.693970
	Iteration 49Q: 3 clusters Score -5884052 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5884094 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96218 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5884196 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96576 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5884250 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5884325 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97197 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5884332 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97496 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5884368 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97776 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5884458 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98032 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5884509 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98256 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -5884547.000000 Penalty: 1049.693970
	Iteration 58Q: 3 clusters Score -5884547 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5884587.500000 Penalty: 1049.693970
	Iteration 59Q: 3 clusters Score -5884588 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -5884648.000000 Penalty: 1049.693970
	Iteration 60F: 3 clusters Score -5884648 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -5884715.500000 Penalty: 1049.693970
	Iteration 61Q: 3 clusters Score -5884716 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99052 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -5884716.000000 Penalty: 1049.693970
	Iteration 62Q: 3 clusters Score -5884716 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99220 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5884744.000000 Penalty: 1049.693970
	Iteration 63Q: 3 clusters Score -5884744 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99394 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -5884782.000000 Penalty: 1049.693970
	Iteration 64Q: 3 clusters Score -5884782 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99549 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -5884825.000000 Penalty: 1049.693970
	Iteration 65Q: 3 clusters Score -5884825 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99703 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5884858.000000 Penalty: 1049.693970
	Iteration 66Q: 3 clusters Score -5884858 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99834 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5884877 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99959 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5884896 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100077 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5884924.500000 Penalty: 1049.693970
	Iteration 69Q: 3 clusters Score -5884924 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100202 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5884956 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100325 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5884984.500000 Penalty: 1049.693970
	Iteration 71Q: 3 clusters Score -5884984 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100435 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5885031.500000 Penalty: 1049.693970
	Iteration 72Q: 3 clusters Score -5885032 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5885042.500000 Penalty: 1049.693970
	Iteration 73Q: 3 clusters Score -5885042 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100597 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5885080.500000 Penalty: 1049.693970
	Iteration 74Q: 3 clusters Score -5885080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100665 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5885097.500000 Penalty: 1049.693970
	Iteration 75Q: 3 clusters Score -5885098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100722 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5885124.500000 Penalty: 1049.693970
	Iteration 76Q: 3 clusters Score -5885124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100782 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5885140.000000 Penalty: 1049.693970
	Iteration 77Q: 3 clusters Score -5885140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100843 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5885141.000000 Penalty: 1049.693970
	Iteration 78Q: 3 clusters Score -5885141 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100903 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5885149.500000 Penalty: 1049.693970
	Iteration 79Q: 3 clusters Score -5885150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100959 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5885174.500000 Penalty: 1049.693970
	Iteration 80F: 3 clusters Score -5885174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101007 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5885169.000000 Penalty: 1049.693970
	Iteration 81Q: 3 clusters Score -5885169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5885155.000000 Penalty: 1049.693970
	Iteration 82Q: 3 clusters Score -5885155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101094 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5885149.000000 Penalty: 1049.693970
	Iteration 83Q: 3 clusters Score -5885149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101131 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5885155.000000 Penalty: 1049.693970
	Iteration 84Q: 3 clusters Score -5885155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101166 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5885149.500000 Penalty: 1049.693970
	Iteration 85Q: 3 clusters Score -5885150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101200 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5885144.000000 Penalty: 1049.693970
	Iteration 86Q: 3 clusters Score -5885144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101226 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5885150.500000 Penalty: 1049.693970
	Iteration 87Q: 3 clusters Score -5885150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101249 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5885152.500000 Penalty: 1049.693970
	Iteration 88Q: 3 clusters Score -5885152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101270 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5885142.000000 Penalty: 1049.693970
	Iteration 89Q: 3 clusters Score -5885142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5885144.500000 Penalty: 1049.693970
	Iteration 90Q: 3 clusters Score -5885144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5885152.000000 Penalty: 1049.693970
	Iteration 91Q: 3 clusters Score -5885152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101321 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5885159.000000 Penalty: 1049.693970
	Iteration 92Q: 3 clusters Score -5885159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5885172.000000 Penalty: 1049.693970
	Iteration 93Q: 3 clusters Score -5885172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101360 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5885171.500000 Penalty: 1049.693970
	Iteration 94Q: 3 clusters Score -5885172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101380 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5885171.000000 Penalty: 1049.693970
	Iteration 95Q: 3 clusters Score -5885171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101400 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5885183.500000 Penalty: 1049.693970
	Iteration 96Q: 3 clusters Score -5885184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101414 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5885185.500000 Penalty: 1049.693970
	Iteration 97Q: 3 clusters Score -5885186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5885192.000000 Penalty: 1049.693970
	Iteration 98Q: 3 clusters Score -5885192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5885192.500000 Penalty: 1049.693970
	Iteration 99Q: 3 clusters Score -5885192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101442 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5885189.000000 Penalty: 1049.693970
	Iteration 100F: 3 clusters Score -5885189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101450 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5885187.000000 Penalty: 1049.693970
	Iteration 101Q: 3 clusters Score -5885187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5885190.000000 Penalty: 1049.693970
	Iteration 102Q: 3 clusters Score -5885190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101458 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5885188.500000 Penalty: 1049.693970
	Iteration 103Q: 3 clusters Score -5885188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101463 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5885191.000000 Penalty: 1049.693970
	Iteration 104Q: 3 clusters Score -5885191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101465 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5885189.500000 Penalty: 1049.693970
	Iteration 105Q: 3 clusters Score -5885190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101466 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5885192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101466 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5885192.000000 Penalty: 1049.693970
	Iteration 107F: 3 clusters Score -5885192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -33637.105469 Penalty: 297.616852
	Iteration 0F: 2 clusters Score -33637.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33046.414062 Penalty: 595.233704
	Iteration 0F: 3 clusters Score -33046.41 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33322.878906 Penalty: 595.233704
	Iteration 1F: 3 clusters Score -33322.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -33387.765625 Penalty: 595.233704
	Iteration 2F: 3 clusters Score -33387.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33431.109375 Penalty: 595.233704
	Iteration 3Q: 3 clusters Score -33431.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33450.468750 Penalty: 595.233704
	Iteration 4Q: 3 clusters Score -33450.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33463.898438 Penalty: 595.233704
	Iteration 5Q: 3 clusters Score -33463.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33474.429688 Penalty: 595.233704
	Iteration 6Q: 3 clusters Score -33474.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33481.382812 Penalty: 595.233704
	Iteration 7Q: 3 clusters Score -33481.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -33488.468750 Penalty: 595.233704
	Iteration 8Q: 3 clusters Score -33488.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -33494.238281 Penalty: 595.233704
	Iteration 9Q: 3 clusters Score -33494.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33499.785156 Penalty: 595.233704
	Iteration 10Q: 3 clusters Score -33499.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33502.710938 Penalty: 595.233704
	Iteration 11Q: 3 clusters Score -33502.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33503.421875 Penalty: 595.233704
	Iteration 12Q: 3 clusters Score -33503.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33504.675781 Penalty: 595.233704
	Iteration 13Q: 3 clusters Score -33504.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33505.164062 Penalty: 595.233704
	Iteration 14Q: 3 clusters Score -33505.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33505.164062 Penalty: 595.233704
	Iteration 15F: 3 clusters Score -33505.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10761.471680 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10761.47 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 109 members 
Entering Unmasked Estep 
Score: -10520.391602 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -10520.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10639.321289 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -10639.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10681.236328 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -10681.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10720.794922 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -10720.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10808.906250 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -10808.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10867.549805 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -10867.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10900.148438 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -10900.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10903.381836 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -10903.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10908.353516 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -10908.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10908.353516 Penalty: 485.277405
	Iteration 9F: 3 clusters Score -10908.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 71 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 136 members 
Entering Unmasked Estep 
Score: -10141304.000000 Penalty: 29847.541016
Splitting cluster 28 changes total score from -10141440.000000 to -10141304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -171317.625000 Penalty: 364.576996
	Iteration 0F: 2 clusters Score -171317.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -169275.375000 Penalty: 729.153992
	Iteration 0F: 3 clusters Score -169275.4 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -170037.453125 Penalty: 729.153992
	Iteration 1F: 3 clusters Score -170037.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -170166.062500 Penalty: 729.153992
	Iteration 2F: 3 clusters Score -170166.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -170274.921875 Penalty: 729.153992
	Iteration 3F: 3 clusters Score -170274.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -170384.453125 Penalty: 729.153992
	Iteration 4F: 3 clusters Score -170384.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -170509.109375 Penalty: 729.153992
	Iteration 5F: 3 clusters Score -170509.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -170631.437500 Penalty: 729.153992
	Iteration 6F: 3 clusters Score -170631.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -170731.500000 Penalty: 729.153992
	Iteration 7Q: 3 clusters Score -170731.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -170813.671875 Penalty: 729.153992
	Iteration 8Q: 3 clusters Score -170813.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -170879.609375 Penalty: 729.153992
	Iteration 9Q: 3 clusters Score -170879.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -170940.937500 Penalty: 729.153992
	Iteration 10Q: 3 clusters Score -170940.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -170980.828125 Penalty: 729.153992
	Iteration 11Q: 3 clusters Score -170980.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -171019.312500 Penalty: 729.153992
	Iteration 12Q: 3 clusters Score -171019.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -171057.546875 Penalty: 729.153992
	Iteration 13Q: 3 clusters Score -171057.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -171083.875000 Penalty: 729.153992
	Iteration 14Q: 3 clusters Score -171083.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -171104.265625 Penalty: 729.153992
	Iteration 15Q: 3 clusters Score -171104.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -171120.609375 Penalty: 729.153992
	Iteration 16Q: 3 clusters Score -171120.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -171132.484375 Penalty: 729.153992
	Iteration 17Q: 3 clusters Score -171132.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -171144.000000 Penalty: 729.153992
	Iteration 18Q: 3 clusters Score -171144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -171149.171875 Penalty: 729.153992
	Iteration 19Q: 3 clusters Score -171149.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -171155.218750 Penalty: 729.153992
	Iteration 20F: 3 clusters Score -171155.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -171162.140625 Penalty: 729.153992
	Iteration 21Q: 3 clusters Score -171162.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -171165.968750 Penalty: 729.153992
	Iteration 22Q: 3 clusters Score -171166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -171166.906250 Penalty: 729.153992
	Iteration 23Q: 3 clusters Score -171166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -171170.015625 Penalty: 729.153992
	Iteration 24Q: 3 clusters Score -171170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -171175.921875 Penalty: 729.153992
	Iteration 25Q: 3 clusters Score -171175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -171176.484375 Penalty: 729.153992
	Iteration 26Q: 3 clusters Score -171176.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -171177.359375 Penalty: 729.153992
	Iteration 27Q: 3 clusters Score -171177.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -171178.109375 Penalty: 729.153992
	Iteration 28Q: 3 clusters Score -171178.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -171178.109375 Penalty: 729.153992
	Iteration 29F: 3 clusters Score -171178.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -40268.765625 Penalty: 301.756073
	Iteration 0F: 2 clusters Score -40268.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -39627.734375 Penalty: 603.512146
	Iteration 0F: 3 clusters Score -39627.73 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -39913.234375 Penalty: 603.512146
	Iteration 1F: 3 clusters Score -39913.23 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40025.304688 Penalty: 603.512146
	Iteration 2F: 3 clusters Score -40025.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40085.023438 Penalty: 603.512146
	Iteration 3F: 3 clusters Score -40085.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40156.769531 Penalty: 603.512146
	Iteration 4F: 3 clusters Score -40156.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40233.687500 Penalty: 603.512146
	Iteration 5Q: 3 clusters Score -40233.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40251.097656 Penalty: 603.512146
	Iteration 6Q: 3 clusters Score -40251.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -40259.328125 Penalty: 603.512146
	Iteration 7Q: 3 clusters Score -40259.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40260.937500 Penalty: 603.512146
	Iteration 8Q: 3 clusters Score -40260.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40261.902344 Penalty: 603.512146
	Iteration 9Q: 3 clusters Score -40261.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40263.574219 Penalty: 603.512146
	Iteration 10Q: 3 clusters Score -40263.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40266.058594 Penalty: 603.512146
	Iteration 11Q: 3 clusters Score -40266.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40277.007812 Penalty: 603.512146
	Iteration 12Q: 3 clusters Score -40277.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -40291.734375 Penalty: 603.512146
	Iteration 13Q: 3 clusters Score -40291.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40300.855469 Penalty: 603.512146
	Iteration 14Q: 3 clusters Score -40300.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -40302.812500 Penalty: 603.512146
	Iteration 15Q: 3 clusters Score -40302.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -40303.320312 Penalty: 603.512146
	Iteration 16Q: 3 clusters Score -40303.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40304.628906 Penalty: 603.512146
	Iteration 17Q: 3 clusters Score -40304.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40307.167969 Penalty: 603.512146
	Iteration 18Q: 3 clusters Score -40307.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40309.621094 Penalty: 603.512146
	Iteration 19Q: 3 clusters Score -40309.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40310.511719 Penalty: 603.512146
	Iteration 20F: 3 clusters Score -40310.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -40311.000000 Penalty: 603.512146
	Iteration 21Q: 3 clusters Score -40311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40311.496094 Penalty: 603.512146
	Iteration 22Q: 3 clusters Score -40311.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40312.328125 Penalty: 603.512146
	Iteration 23Q: 3 clusters Score -40312.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40312.562500 Penalty: 603.512146
	Iteration 24Q: 3 clusters Score -40312.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40313.039062 Penalty: 603.512146
	Iteration 25Q: 3 clusters Score -40313.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40313.253906 Penalty: 603.512146
	Iteration 26Q: 3 clusters Score -40313.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40313.632812 Penalty: 603.512146
	Iteration 27Q: 3 clusters Score -40313.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -40315.210938 Penalty: 603.512146
	Iteration 28Q: 3 clusters Score -40315.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40315.718750 Penalty: 603.512146
	Iteration 29Q: 3 clusters Score -40315.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -40316.757812 Penalty: 603.512146
	Iteration 30Q: 3 clusters Score -40316.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40317.074219 Penalty: 603.512146
	Iteration 31Q: 3 clusters Score -40317.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40317.074219 Penalty: 603.512146
	Iteration 32F: 3 clusters Score -40317.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 396 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 363 members 
Entering Unmasked Estep 
Score: -10141251.000000 Penalty: 29847.541016
Splitting cluster 30 changes total score from -10141440.000000 to -10141251.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -2151.578369 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -2151.578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1989.150269 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -1989.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2051.124268 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -2051.124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2063.428711 Penalty: 395.286285
	Iteration 2F: 3 clusters Score -2063.429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -4526.819824 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -4526.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4242.853516 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -4242.854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4366.354980 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -4366.355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -4403.395508 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -4403.396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4435.872070 Penalty: 497.208710
	Iteration 3F: 3 clusters Score -4435.872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4444.387207 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -4444.387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4445.566406 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -4445.566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4447.394043 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -4447.394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4447.952148 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -4447.952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4447.952148 Penalty: 497.208710
	Iteration 8F: 3 clusters Score -4447.952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -12728.953125 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -12728.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12417.211914 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -12417.21 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12486.089844 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -12486.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12494.120117 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -12494.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12499.955078 Penalty: 498.358154
	Iteration 3Q: 3 clusters Score -12499.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12506.138672 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -12506.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12521.258789 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -12521.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12525.754883 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -12525.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12537.653320 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -12537.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12542.498047 Penalty: 498.358154
	Iteration 8Q: 3 clusters Score -12542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12547.050781 Penalty: 498.358154
	Iteration 9Q: 3 clusters Score -12547.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12547.636719 Penalty: 498.358154
	Iteration 10Q: 3 clusters Score -12547.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12548.972656 Penalty: 498.358154
	Iteration 11Q: 3 clusters Score -12548.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12549.367188 Penalty: 498.358154
	Iteration 12Q: 3 clusters Score -12549.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12550.215820 Penalty: 498.358154
	Iteration 13Q: 3 clusters Score -12550.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12550.215820 Penalty: 498.358154
	Iteration 14F: 3 clusters Score -12550.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13656.866211 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13656.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13348.458984 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13348.46 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13430.767578 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13430.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13447.363281 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13447.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13450.396484 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -13450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13454.960938 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13454.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13457.179688 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13457.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13457.730469 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13457.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13457.730469 Penalty: 492.052612
	Iteration 7F: 3 clusters Score -13457.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -4813.428223 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -4813.428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4604.090820 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -4604.091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4675.547852 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -4675.548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4705.285156 Penalty: 419.975952
	Iteration 2F: 3 clusters Score -4705.285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4710.290527 Penalty: 419.975952
	Iteration 3Q: 3 clusters Score -4710.291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4710.790039 Penalty: 419.975952
	Iteration 4Q: 3 clusters Score -4710.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4713.947266 Penalty: 419.975952
	Iteration 5Q: 3 clusters Score -4713.947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4717.778320 Penalty: 419.975952
	Iteration 6Q: 3 clusters Score -4717.778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4717.778320 Penalty: 419.975952
	Iteration 7F: 3 clusters Score -4717.778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -10307.649414 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -10307.65 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 103 members 
Entering Unmasked Estep 
Score: -10029.674805 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -10029.67 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10101.940430 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -10101.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10120.644531 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -10120.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10124.110352 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -10124.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10124.644531 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -10124.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10125.218750 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -10125.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10125.218750 Penalty: 484.836731
	Iteration 6F: 3 clusters Score -10125.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -17462.013672 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -17462.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17112.312500 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -17112.31 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17304.132812 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -17304.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17346.150391 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -17346.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17356.134766 Penalty: 524.346680
	Iteration 3Q: 3 clusters Score -17356.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17362.357422 Penalty: 524.346680
	Iteration 4Q: 3 clusters Score -17362.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17367.873047 Penalty: 524.346680
	Iteration 5Q: 3 clusters Score -17367.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17371.859375 Penalty: 524.346680
	Iteration 6Q: 3 clusters Score -17371.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17375.673828 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -17375.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17381.103516 Penalty: 524.346680
	Iteration 8Q: 3 clusters Score -17381.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17389.712891 Penalty: 524.346680
	Iteration 9Q: 3 clusters Score -17389.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17393.023438 Penalty: 524.346680
	Iteration 10Q: 3 clusters Score -17393.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17396.011719 Penalty: 524.346680
	Iteration 11Q: 3 clusters Score -17396.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17398.021484 Penalty: 524.346680
	Iteration 12Q: 3 clusters Score -17398.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17399.384766 Penalty: 524.346680
	Iteration 13Q: 3 clusters Score -17399.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17403.855469 Penalty: 524.346680
	Iteration 14Q: 3 clusters Score -17403.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17422.720703 Penalty: 524.346680
	Iteration 15Q: 3 clusters Score -17422.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17463.529297 Penalty: 524.346680
	Iteration 16Q: 3 clusters Score -17463.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17490.580078 Penalty: 524.346680
	Iteration 17Q: 3 clusters Score -17490.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17503.748047 Penalty: 524.346680
	Iteration 18Q: 3 clusters Score -17503.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17526.365234 Penalty: 524.346680
	Iteration 19Q: 3 clusters Score -17526.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17551.039062 Penalty: 524.346680
	Iteration 20F: 3 clusters Score -17551.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17559.236328 Penalty: 524.346680
	Iteration 21Q: 3 clusters Score -17559.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17561.568359 Penalty: 524.346680
	Iteration 22Q: 3 clusters Score -17561.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17565.865234 Penalty: 524.346680
	Iteration 23Q: 3 clusters Score -17565.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17567.302734 Penalty: 524.346680
	Iteration 24Q: 3 clusters Score -17567.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17567.302734 Penalty: 524.346680
	Iteration 25F: 3 clusters Score -17567.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 197 members 
Entering Unmasked Estep 
Score: -10141283.000000 Penalty: 29847.541016
Splitting cluster 37 changes total score from -10141440.000000 to -10141283.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -23617.269531 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -23617.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23176.208984 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -23176.21 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23308.789062 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -23308.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23363.794922 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -23363.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23408.607422 Penalty: 548.792358
	Iteration 3F: 3 clusters Score -23408.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23437.330078 Penalty: 548.792358
	Iteration 4Q: 3 clusters Score -23437.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23460.115234 Penalty: 548.792358
	Iteration 5Q: 3 clusters Score -23460.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23481.769531 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -23481.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23517.443359 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -23517.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23550.150391 Penalty: 548.792358
	Iteration 8Q: 3 clusters Score -23550.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23578.650391 Penalty: 548.792358
	Iteration 9Q: 3 clusters Score -23578.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23593.855469 Penalty: 548.792358
	Iteration 10Q: 3 clusters Score -23593.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23614.099609 Penalty: 548.792358
	Iteration 11Q: 3 clusters Score -23614.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23639.677734 Penalty: 548.792358
	Iteration 12Q: 3 clusters Score -23639.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23650.421875 Penalty: 548.792358
	Iteration 13Q: 3 clusters Score -23650.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23657.117188 Penalty: 548.792358
	Iteration 14Q: 3 clusters Score -23657.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23660.746094 Penalty: 548.792358
	Iteration 15Q: 3 clusters Score -23660.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23666.882812 Penalty: 548.792358
	Iteration 16Q: 3 clusters Score -23666.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23670.484375 Penalty: 548.792358
	Iteration 17Q: 3 clusters Score -23670.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23673.039062 Penalty: 548.792358
	Iteration 18Q: 3 clusters Score -23673.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23674.226562 Penalty: 548.792358
	Iteration 19Q: 3 clusters Score -23674.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23674.226562 Penalty: 548.792358
	Iteration 20F: 3 clusters Score -23674.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 217 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 199 members 
Entering Unmasked Estep 
Score: -10141248.000000 Penalty: 29847.541016
Splitting cluster 38 changes total score from -10141440.000000 to -10141248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -23748.732422 Penalty: 277.154602
	Iteration 0F: 2 clusters Score -23748.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23299.355469 Penalty: 554.309204
	Iteration 0F: 3 clusters Score -23299.36 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23516.648438 Penalty: 554.309204
	Iteration 1F: 3 clusters Score -23516.65 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23613.613281 Penalty: 554.309204
	Iteration 2F: 3 clusters Score -23613.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23662.275391 Penalty: 554.309204
	Iteration 3F: 3 clusters Score -23662.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23681.035156 Penalty: 554.309204
	Iteration 4Q: 3 clusters Score -23681.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23688.275391 Penalty: 554.309204
	Iteration 5Q: 3 clusters Score -23688.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23699.818359 Penalty: 554.309204
	Iteration 6Q: 3 clusters Score -23699.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23711.203125 Penalty: 554.309204
	Iteration 7Q: 3 clusters Score -23711.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23723.962891 Penalty: 554.309204
	Iteration 8Q: 3 clusters Score -23723.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23738.267578 Penalty: 554.309204
	Iteration 9Q: 3 clusters Score -23738.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23758.128906 Penalty: 554.309204
	Iteration 10Q: 3 clusters Score -23758.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23780.400391 Penalty: 554.309204
	Iteration 11Q: 3 clusters Score -23780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23793.320312 Penalty: 554.309204
	Iteration 12Q: 3 clusters Score -23793.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23800.423828 Penalty: 554.309204
	Iteration 13Q: 3 clusters Score -23800.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23803.546875 Penalty: 554.309204
	Iteration 14Q: 3 clusters Score -23803.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23805.416016 Penalty: 554.309204
	Iteration 15Q: 3 clusters Score -23805.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23806.488281 Penalty: 554.309204
	Iteration 16Q: 3 clusters Score -23806.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23807.753906 Penalty: 554.309204
	Iteration 17Q: 3 clusters Score -23807.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23808.240234 Penalty: 554.309204
	Iteration 18Q: 3 clusters Score -23808.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23808.240234 Penalty: 554.309204
	Iteration 19F: 3 clusters Score -23808.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 199 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 243 members 
Entering Unmasked Estep 
Score: -10141262.000000 Penalty: 29847.541016
Splitting cluster 39 changes total score from -10141440.000000 to -10141262.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -10491.875977 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -10491.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10204.194336 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -10204.19 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10280.237305 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -10280.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10335.967773 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -10335.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10412.076172 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -10412.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10450.652344 Penalty: 499.116516
	Iteration 4F: 3 clusters Score -10450.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10469.986328 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -10469.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10476.958008 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -10476.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10486.717773 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -10486.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10487.403320 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -10487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10487.403320 Penalty: 499.116516
	Iteration 9F: 3 clusters Score -10487.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -27524.449219 Penalty: 291.961334
	Iteration 0F: 2 clusters Score -27524.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26973.546875 Penalty: 583.922668
	Iteration 0F: 3 clusters Score -26973.55 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27171.472656 Penalty: 583.922668
	Iteration 1F: 3 clusters Score -27171.47 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27229.519531 Penalty: 583.922668
	Iteration 2F: 3 clusters Score -27229.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27261.687500 Penalty: 583.922668
	Iteration 3Q: 3 clusters Score -27261.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27285.990234 Penalty: 583.922668
	Iteration 4Q: 3 clusters Score -27285.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27318.304688 Penalty: 583.922668
	Iteration 5Q: 3 clusters Score -27318.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27334.605469 Penalty: 583.922668
	Iteration 6Q: 3 clusters Score -27334.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27358.785156 Penalty: 583.922668
	Iteration 7Q: 3 clusters Score -27358.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27376.876953 Penalty: 583.922668
	Iteration 8Q: 3 clusters Score -27376.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27386.281250 Penalty: 583.922668
	Iteration 9Q: 3 clusters Score -27386.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27392.390625 Penalty: 583.922668
	Iteration 10Q: 3 clusters Score -27392.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27397.125000 Penalty: 583.922668
	Iteration 11Q: 3 clusters Score -27397.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27406.150391 Penalty: 583.922668
	Iteration 12Q: 3 clusters Score -27406.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -27414.066406 Penalty: 583.922668
	Iteration 13Q: 3 clusters Score -27414.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -27419.105469 Penalty: 583.922668
	Iteration 14Q: 3 clusters Score -27419.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27423.337891 Penalty: 583.922668
	Iteration 15Q: 3 clusters Score -27423.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27427.060547 Penalty: 583.922668
	Iteration 16Q: 3 clusters Score -27427.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -27434.251953 Penalty: 583.922668
	Iteration 17Q: 3 clusters Score -27434.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -27444.896484 Penalty: 583.922668
	Iteration 18Q: 3 clusters Score -27444.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -27457.718750 Penalty: 583.922668
	Iteration 19Q: 3 clusters Score -27457.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -27488.019531 Penalty: 583.922668
	Iteration 20F: 3 clusters Score -27488.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -27502.080078 Penalty: 583.922668
	Iteration 21Q: 3 clusters Score -27502.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -27509.574219 Penalty: 583.922668
	Iteration 22Q: 3 clusters Score -27509.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -27515.839844 Penalty: 583.922668
	Iteration 23Q: 3 clusters Score -27515.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -27517.994141 Penalty: 583.922668
	Iteration 24Q: 3 clusters Score -27517.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -27519.162109 Penalty: 583.922668
	Iteration 25Q: 3 clusters Score -27519.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -27519.162109 Penalty: 583.922668
	Iteration 26F: 3 clusters Score -27519.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -12249.991211 Penalty: 246.229889
	Iteration 0F: 2 clusters Score -12249.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11932.949219 Penalty: 492.459778
	Iteration 0F: 3 clusters Score -11932.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12053.234375 Penalty: 492.459778
	Iteration 1F: 3 clusters Score -12053.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12118.029297 Penalty: 492.459778
	Iteration 2F: 3 clusters Score -12118.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12140.644531 Penalty: 492.459778
	Iteration 3Q: 3 clusters Score -12140.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12155.525391 Penalty: 492.459778
	Iteration 4Q: 3 clusters Score -12155.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12162.248047 Penalty: 492.459778
	Iteration 5Q: 3 clusters Score -12162.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12169.503906 Penalty: 492.459778
	Iteration 6Q: 3 clusters Score -12169.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12172.333984 Penalty: 492.459778
	Iteration 7Q: 3 clusters Score -12172.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12175.895508 Penalty: 492.459778
	Iteration 8Q: 3 clusters Score -12175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12178.951172 Penalty: 492.459778
	Iteration 9Q: 3 clusters Score -12178.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12178.951172 Penalty: 492.459778
	Iteration 10F: 3 clusters Score -12178.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -14107.501953 Penalty: 256.056763
	Iteration 0F: 2 clusters Score -14107.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13784.433594 Penalty: 512.113525
	Iteration 0F: 3 clusters Score -13784.43 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13967.553711 Penalty: 512.113525
	Iteration 1F: 3 clusters Score -13967.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14024.875000 Penalty: 512.113525
	Iteration 2F: 3 clusters Score -14024.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14057.457031 Penalty: 512.113525
	Iteration 3F: 3 clusters Score -14057.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14093.050781 Penalty: 512.113525
	Iteration 4Q: 3 clusters Score -14093.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14103.683594 Penalty: 512.113525
	Iteration 5Q: 3 clusters Score -14103.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14114.444336 Penalty: 512.113525
	Iteration 6Q: 3 clusters Score -14114.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14122.884766 Penalty: 512.113525
	Iteration 7Q: 3 clusters Score -14122.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14126.761719 Penalty: 512.113525
	Iteration 8Q: 3 clusters Score -14126.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14127.306641 Penalty: 512.113525
	Iteration 9Q: 3 clusters Score -14127.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14127.306641 Penalty: 512.113525
	Iteration 10F: 3 clusters Score -14127.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 127 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 151 members 
Entering Unmasked Estep 
Score: -10141187.000000 Penalty: 29847.541016
Splitting cluster 43 changes total score from -10141440.000000 to -10141187.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -21032.080078 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -21032.08 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 209 members 
Entering Unmasked Estep 
Score: -20611.529297 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -20611.53 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -20741.779297 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -20741.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20805.265625 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -20805.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -20842.500000 Penalty: 543.152405
	Iteration 3F: 3 clusters Score -20842.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20861.365234 Penalty: 543.152405
	Iteration 4Q: 3 clusters Score -20861.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20870.751953 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -20870.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -20875.570312 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -20875.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -20877.439453 Penalty: 543.152405
	Iteration 7Q: 3 clusters Score -20877.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -20878.757812 Penalty: 543.152405
	Iteration 8Q: 3 clusters Score -20878.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -20878.757812 Penalty: 543.152405
	Iteration 9F: 3 clusters Score -20878.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -22938.650391 Penalty: 275.047729
	Iteration 0F: 2 clusters Score -22938.65 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 227 members 
Entering Unmasked Estep 
Score: -22505.501953 Penalty: 550.095459
	Iteration 0F: 3 clusters Score -22505.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22655.482422 Penalty: 550.095459
	Iteration 1F: 3 clusters Score -22655.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22735.462891 Penalty: 550.095459
	Iteration 2F: 3 clusters Score -22735.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22792.552734 Penalty: 550.095459
	Iteration 3F: 3 clusters Score -22792.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22814.914062 Penalty: 550.095459
	Iteration 4Q: 3 clusters Score -22814.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22847.974609 Penalty: 550.095459
	Iteration 5Q: 3 clusters Score -22847.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22872.935547 Penalty: 550.095459
	Iteration 6Q: 3 clusters Score -22872.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22906.353516 Penalty: 550.095459
	Iteration 7Q: 3 clusters Score -22906.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22918.158203 Penalty: 550.095459
	Iteration 8Q: 3 clusters Score -22918.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22927.267578 Penalty: 550.095459
	Iteration 9Q: 3 clusters Score -22927.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22935.339844 Penalty: 550.095459
	Iteration 10Q: 3 clusters Score -22935.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22942.884766 Penalty: 550.095459
	Iteration 11Q: 3 clusters Score -22942.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22947.466797 Penalty: 550.095459
	Iteration 12Q: 3 clusters Score -22947.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22947.787109 Penalty: 550.095459
	Iteration 13Q: 3 clusters Score -22947.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22949.595703 Penalty: 550.095459
	Iteration 14Q: 3 clusters Score -22949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22949.984375 Penalty: 550.095459
	Iteration 15Q: 3 clusters Score -22949.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22950.257812 Penalty: 550.095459
	Iteration 16Q: 3 clusters Score -22950.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22950.257812 Penalty: 550.095459
	Iteration 17F: 3 clusters Score -22950.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 214 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 208 members 
Entering Unmasked Estep 
Score: -10141203.000000 Penalty: 29847.541016
Splitting cluster 45 changes total score from -10141440.000000 to -10141203.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -6063.532227 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -6063.532 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 104 members 
Entering Unmasked Estep 
Score: -5780.250000 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -5780.25 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5843.019531 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -5843.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5853.802734 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -5853.803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5859.588379 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -5859.588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5866.828613 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -5866.829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5869.717285 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -5869.717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5872.470215 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -5872.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5872.953613 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -5872.954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5873.566406 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -5873.566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5873.566406 Penalty: 488.303802
	Iteration 9F: 3 clusters Score -5873.566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -19956.644531 Penalty: 268.817780
	Iteration 0F: 2 clusters Score -19956.64 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 188 members 
Entering Unmasked Estep 
Score: -19567.265625 Penalty: 537.635559
	Iteration 0F: 3 clusters Score -19567.27 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19777.974609 Penalty: 537.635559
	Iteration 1F: 3 clusters Score -19777.97 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19852.023438 Penalty: 537.635559
	Iteration 2F: 3 clusters Score -19852.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19886.144531 Penalty: 537.635559
	Iteration 3F: 3 clusters Score -19886.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19898.687500 Penalty: 537.635559
	Iteration 4Q: 3 clusters Score -19898.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19909.310547 Penalty: 537.635559
	Iteration 5Q: 3 clusters Score -19909.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19911.671875 Penalty: 537.635559
	Iteration 6Q: 3 clusters Score -19911.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19912.660156 Penalty: 537.635559
	Iteration 7Q: 3 clusters Score -19912.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19912.660156 Penalty: 537.635559
	Iteration 8F: 3 clusters Score -19912.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -8648.965820 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -8648.966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8379.247070 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -8379.247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8463.479492 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -8463.479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8487.962891 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -8487.963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8513.886719 Penalty: 471.029633
	Iteration 3F: 3 clusters Score -8513.887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8528.595703 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -8528.596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8541.851562 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -8541.852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8541.851562 Penalty: 471.029633
	Iteration 6F: 3 clusters Score -8541.852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -20516.449219 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -20516.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20092.972656 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -20092.97 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20234.892578 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -20234.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20279.406250 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -20279.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20315.921875 Penalty: 541.745117
	Iteration 3F: 3 clusters Score -20315.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20333.054688 Penalty: 541.745117
	Iteration 4Q: 3 clusters Score -20333.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20345.953125 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -20345.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20353.949219 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -20353.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20358.251953 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -20358.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20368.292969 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -20368.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20375.285156 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -20375.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20385.751953 Penalty: 541.745117
	Iteration 10Q: 3 clusters Score -20385.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20391.789062 Penalty: 541.745117
	Iteration 11Q: 3 clusters Score -20391.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20395.802734 Penalty: 541.745117
	Iteration 12Q: 3 clusters Score -20395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20396.644531 Penalty: 541.745117
	Iteration 13Q: 3 clusters Score -20396.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20396.644531 Penalty: 541.745117
	Iteration 14F: 3 clusters Score -20396.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -71375.976562 Penalty: 328.360291
	Iteration 0F: 2 clusters Score -71375.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -70359.617188 Penalty: 656.720581
	Iteration 0F: 3 clusters Score -70359.62 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -70722.195312 Penalty: 656.720581
	Iteration 1F: 3 clusters Score -70722.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -70813.187500 Penalty: 656.720581
	Iteration 2F: 3 clusters Score -70813.19 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -70866.601562 Penalty: 656.720581
	Iteration 3F: 3 clusters Score -70866.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -70902.882812 Penalty: 656.720581
	Iteration 4Q: 3 clusters Score -70902.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -70931.062500 Penalty: 656.720581
	Iteration 5Q: 3 clusters Score -70931.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -70953.976562 Penalty: 656.720581
	Iteration 6Q: 3 clusters Score -70953.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -70973.875000 Penalty: 656.720581
	Iteration 7Q: 3 clusters Score -70973.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -70991.304688 Penalty: 656.720581
	Iteration 8Q: 3 clusters Score -70991.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71003.140625 Penalty: 656.720581
	Iteration 9Q: 3 clusters Score -71003.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71021.320312 Penalty: 656.720581
	Iteration 10Q: 3 clusters Score -71021.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71041.773438 Penalty: 656.720581
	Iteration 11Q: 3 clusters Score -71041.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71067.812500 Penalty: 656.720581
	Iteration 12Q: 3 clusters Score -71067.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71106.953125 Penalty: 656.720581
	Iteration 13Q: 3 clusters Score -71106.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71139.359375 Penalty: 656.720581
	Iteration 14Q: 3 clusters Score -71139.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71184.773438 Penalty: 656.720581
	Iteration 15Q: 3 clusters Score -71184.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71221.703125 Penalty: 656.720581
	Iteration 16Q: 3 clusters Score -71221.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71243.484375 Penalty: 656.720581
	Iteration 17Q: 3 clusters Score -71243.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71256.820312 Penalty: 656.720581
	Iteration 18Q: 3 clusters Score -71256.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71264.609375 Penalty: 656.720581
	Iteration 19Q: 3 clusters Score -71264.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71268.507812 Penalty: 656.720581
	Iteration 20F: 3 clusters Score -71268.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -71273.078125 Penalty: 656.720581
	Iteration 21Q: 3 clusters Score -71273.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71277.421875 Penalty: 656.720581
	Iteration 22Q: 3 clusters Score -71277.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -71279.578125 Penalty: 656.720581
	Iteration 23Q: 3 clusters Score -71279.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71281.437500 Penalty: 656.720581
	Iteration 24Q: 3 clusters Score -71281.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71282.671875 Penalty: 656.720581
	Iteration 25Q: 3 clusters Score -71282.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71286.062500 Penalty: 656.720581
	Iteration 26Q: 3 clusters Score -71286.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71294.789062 Penalty: 656.720581
	Iteration 27Q: 3 clusters Score -71294.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71311.617188 Penalty: 656.720581
	Iteration 28Q: 3 clusters Score -71311.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -71334.664062 Penalty: 656.720581
	Iteration 29Q: 3 clusters Score -71334.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -71358.046875 Penalty: 656.720581
	Iteration 30Q: 3 clusters Score -71358.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -71387.273438 Penalty: 656.720581
	Iteration 31Q: 3 clusters Score -71387.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -71423.851562 Penalty: 656.720581
	Iteration 32Q: 3 clusters Score -71423.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -71463.562500 Penalty: 656.720581
	Iteration 33Q: 3 clusters Score -71463.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -71497.718750 Penalty: 656.720581
	Iteration 34Q: 3 clusters Score -71497.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -71518.250000 Penalty: 656.720581
	Iteration 35Q: 3 clusters Score -71518.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -71525.484375 Penalty: 656.720581
	Iteration 36Q: 3 clusters Score -71525.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -71527.367188 Penalty: 656.720581
	Iteration 37Q: 3 clusters Score -71527.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -71527.460938 Penalty: 656.720581
	Iteration 38Q: 3 clusters Score -71527.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -71530.195312 Penalty: 656.720581
	Iteration 39F: 3 clusters Score -71530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -71532.851562 Penalty: 656.720581
	Iteration 40F: 3 clusters Score -71532.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -71533.671875 Penalty: 656.720581
	Iteration 41Q: 3 clusters Score -71533.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -71534.039062 Penalty: 656.720581
	Iteration 42Q: 3 clusters Score -71534.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -71534.171875 Penalty: 656.720581
	Iteration 43Q: 3 clusters Score -71534.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -71534.171875 Penalty: 656.720581
	Iteration 44F: 3 clusters Score -71534.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 698 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 664 members 
Entering Unmasked Estep 
Score: -10141406.000000 Penalty: 29847.541016
Splitting cluster 50 changes total score from -10141440.000000 to -10141406.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -92073.101562 Penalty: 339.426117
	Iteration 0F: 2 clusters Score -92073.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -90821.906250 Penalty: 678.852234
	Iteration 0F: 3 clusters Score -90821.91 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -91458.101562 Penalty: 678.852234
	Iteration 1F: 3 clusters Score -91458.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -91619.492188 Penalty: 678.852234
	Iteration 2F: 3 clusters Score -91619.49 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -91693.703125 Penalty: 678.852234
	Iteration 3F: 3 clusters Score -91693.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -91727.562500 Penalty: 678.852234
	Iteration 4Q: 3 clusters Score -91727.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -91751.234375 Penalty: 678.852234
	Iteration 5Q: 3 clusters Score -91751.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -91769.585938 Penalty: 678.852234
	Iteration 6Q: 3 clusters Score -91769.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -91789.890625 Penalty: 678.852234
	Iteration 7Q: 3 clusters Score -91789.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -91811.718750 Penalty: 678.852234
	Iteration 8Q: 3 clusters Score -91811.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -91826.000000 Penalty: 678.852234
	Iteration 9Q: 3 clusters Score -91826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -91836.992188 Penalty: 678.852234
	Iteration 10Q: 3 clusters Score -91836.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -91850.429688 Penalty: 678.852234
	Iteration 11Q: 3 clusters Score -91850.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -91864.515625 Penalty: 678.852234
	Iteration 12Q: 3 clusters Score -91864.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -91888.890625 Penalty: 678.852234
	Iteration 13Q: 3 clusters Score -91888.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -91910.210938 Penalty: 678.852234
	Iteration 14Q: 3 clusters Score -91910.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -91926.257812 Penalty: 678.852234
	Iteration 15Q: 3 clusters Score -91926.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -91944.601562 Penalty: 678.852234
	Iteration 16Q: 3 clusters Score -91944.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -91963.890625 Penalty: 678.852234
	Iteration 17Q: 3 clusters Score -91963.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -91983.382812 Penalty: 678.852234
	Iteration 18Q: 3 clusters Score -91983.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -91996.460938 Penalty: 678.852234
	Iteration 19Q: 3 clusters Score -91996.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -92004.195312 Penalty: 678.852234
	Iteration 20F: 3 clusters Score -92004.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -92013.132812 Penalty: 678.852234
	Iteration 21Q: 3 clusters Score -92013.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -92026.546875 Penalty: 678.852234
	Iteration 22Q: 3 clusters Score -92026.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -92038.625000 Penalty: 678.852234
	Iteration 23Q: 3 clusters Score -92038.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -92050.171875 Penalty: 678.852234
	Iteration 24Q: 3 clusters Score -92050.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -92057.125000 Penalty: 678.852234
	Iteration 25Q: 3 clusters Score -92057.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -92065.500000 Penalty: 678.852234
	Iteration 26Q: 3 clusters Score -92065.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -92071.593750 Penalty: 678.852234
	Iteration 27Q: 3 clusters Score -92071.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -92080.843750 Penalty: 678.852234
	Iteration 28Q: 3 clusters Score -92080.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -92094.281250 Penalty: 678.852234
	Iteration 29Q: 3 clusters Score -92094.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -92103.789062 Penalty: 678.852234
	Iteration 30Q: 3 clusters Score -92103.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -92109.109375 Penalty: 678.852234
	Iteration 31Q: 3 clusters Score -92109.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -92112.671875 Penalty: 678.852234
	Iteration 32Q: 3 clusters Score -92112.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -92114.414062 Penalty: 678.852234
	Iteration 33Q: 3 clusters Score -92114.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -92116.656250 Penalty: 678.852234
	Iteration 34Q: 3 clusters Score -92116.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -92117.890625 Penalty: 678.852234
	Iteration 35Q: 3 clusters Score -92117.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -92119.218750 Penalty: 678.852234
	Iteration 36Q: 3 clusters Score -92119.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -92120.265625 Penalty: 678.852234
	Iteration 37Q: 3 clusters Score -92120.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -92121.437500 Penalty: 678.852234
	Iteration 38Q: 3 clusters Score -92121.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -92122.226562 Penalty: 678.852234
	Iteration 39Q: 3 clusters Score -92122.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -92122.617188 Penalty: 678.852234
	Iteration 40F: 3 clusters Score -92122.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -92123.390625 Penalty: 678.852234
	Iteration 41Q: 3 clusters Score -92123.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -92124.359375 Penalty: 678.852234
	Iteration 42Q: 3 clusters Score -92124.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -92125.601562 Penalty: 678.852234
	Iteration 43Q: 3 clusters Score -92125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -92126.796875 Penalty: 678.852234
	Iteration 44Q: 3 clusters Score -92126.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -92127.132812 Penalty: 678.852234
	Iteration 45Q: 3 clusters Score -92127.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -92127.312500 Penalty: 678.852234
	Iteration 46Q: 3 clusters Score -92127.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -92127.312500 Penalty: 678.852234
	Iteration 47F: 3 clusters Score -92127.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 474 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 1263 members 
Entering Unmasked Estep 
Score: -10141334.000000 Penalty: 29847.541016
Splitting cluster 51 changes total score from -10141440.000000 to -10141334.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -8627.827148 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -8627.827 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 75 members 
Entering Unmasked Estep 
Score: -8393.690430 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -8393.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8493.323242 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -8493.323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8510.252930 Penalty: 460.696136
	Iteration 2Q: 3 clusters Score -8510.253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8515.251953 Penalty: 460.696136
	Iteration 3Q: 3 clusters Score -8515.252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8516.973633 Penalty: 460.696136
	Iteration 4Q: 3 clusters Score -8516.974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8516.973633 Penalty: 460.696136
	Iteration 5F: 3 clusters Score -8516.974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 168 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 101 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 422 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 385 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141550.000000 Penalty: 29294.808594
Iteration 159Q: 54 clusters Score -1.014155e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7046 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 575 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 1593 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 355 members 
Mstep: Class 19 contains 37556 members 
Mstep: Class 20 contains 4531 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 207 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 759 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 240 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 441 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 608 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 280 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 429 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 389 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1775 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141726.000000 Penalty: 29294.808594
Iteration 160F: 54 clusters Score -1.014173e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 394 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 1611 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 37545 members 
Mstep: Class 20 contains 4476 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102242 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 205 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 241 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 441 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 604 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 280 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 389 members 
Mstep: Class 50 contains 1362 members 
Mstep: Class 51 contains 1755 members 
Mstep: Class 52 contains 162 members 
Mstep: Class 53 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141780.000000 Penalty: 29294.808594
Iteration 161Q: 54 clusters Score -1.014178e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7065 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 396 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1619 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37536 members 
Mstep: Class 20 contains 4456 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102243 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 204 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 238 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 441 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 606 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 279 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 413 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 381 members 
Mstep: Class 50 contains 1361 members 
Mstep: Class 51 contains 1751 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141799.000000 Penalty: 29294.808594
Iteration 162Q: 54 clusters Score -1.01418e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7069 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 567 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37530 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102246 members 
Mstep: Class 27 contains 698 members 
Mstep: Class 28 contains 204 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 238 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 441 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 608 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 279 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 405 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 379 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 1748 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141793.000000 Penalty: 29294.808594
Iteration 163Q: 54 clusters Score -1.014179e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7071 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1629 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37528 members 
Mstep: Class 20 contains 4416 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102246 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 204 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 441 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 609 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 279 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 390 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 378 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 1755 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141814.000000 Penalty: 29294.808594
Iteration 164Q: 54 clusters Score -1.014181e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7078 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1634 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37521 members 
Mstep: Class 20 contains 4407 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102246 members 
Mstep: Class 27 contains 696 members 
Mstep: Class 28 contains 204 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 756 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 236 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 441 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 609 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 279 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 380 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 379 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 1750 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141838.000000 Penalty: 29294.808594
Iteration 165Q: 54 clusters Score -1.014184e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7084 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37514 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 696 members 
Mstep: Class 28 contains 204 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 756 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 236 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 441 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 611 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 280 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 372 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 379 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 1741 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141877.000000 Penalty: 29294.808594
Iteration 166Q: 54 clusters Score -1.014188e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1636 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37511 members 
Mstep: Class 20 contains 4392 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 245 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102246 members 
Mstep: Class 27 contains 696 members 
Mstep: Class 28 contains 204 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 756 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 236 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 206 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 441 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 611 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 280 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 369 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 379 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1733 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141912.000000 Penalty: 29294.808594
Iteration 167Q: 54 clusters Score -1.014191e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37508 members 
Mstep: Class 20 contains 4388 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 244 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102248 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 204 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 756 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 611 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 280 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 369 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 379 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141943.000000 Penalty: 29294.808594
Iteration 168Q: 54 clusters Score -1.014194e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7091 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4384 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 203 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 756 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 422 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 280 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 369 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 379 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1714 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141969.000000 Penalty: 29294.808594
Iteration 169Q: 54 clusters Score -1.014197e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7090 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4382 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 203 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 756 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 423 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 613 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 280 members 
Mstep: Class 44 contains 393 members 
Mstep: Class 45 contains 368 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 378 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1710 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141970.000000 Penalty: 29294.808594
Iteration 170Q: 54 clusters Score -1.014197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4381 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 694 members 
Mstep: Class 28 contains 203 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 280 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 363 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 378 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1716 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141986.000000 Penalty: 29294.808594
Iteration 171Q: 54 clusters Score -1.014199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4377 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 694 members 
Mstep: Class 28 contains 203 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 611 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 356 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 378 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1722 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141987.000000 Penalty: 29294.808594
Iteration 172Q: 54 clusters Score -1.014199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4376 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 203 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 610 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 354 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 378 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1721 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141992.000000 Penalty: 29294.808594
Iteration 173Q: 54 clusters Score -1.014199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4373 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 354 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 378 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1721 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141982.000000 Penalty: 29294.808594
Iteration 174Q: 54 clusters Score -1.014198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4369 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 613 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 355 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 377 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1721 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141980.000000 Penalty: 29294.808594
Iteration 175Q: 54 clusters Score -1.014198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 613 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 355 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 377 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1722 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141979.000000 Penalty: 29294.808594
Iteration 176Q: 54 clusters Score -1.014198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 354 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 377 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1721 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141985.000000 Penalty: 29294.808594
Iteration 177Q: 54 clusters Score -1.014198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4367 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 352 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 377 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1723 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141977.000000 Penalty: 29294.808594
Iteration 178Q: 54 clusters Score -1.014198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 349 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141980.000000 Penalty: 29294.808594
Iteration 179Q: 54 clusters Score -1.014198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 347 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1726 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141976.000000 Penalty: 29294.808594
Iteration 180F: 54 clusters Score -1.014198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4369 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 347 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141986.000000 Penalty: 29294.808594
Iteration 181Q: 54 clusters Score -1.014199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 345 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141991.000000 Penalty: 29294.808594
Iteration 182Q: 54 clusters Score -1.014199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1643 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 613 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 342 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141994.000000 Penalty: 29294.808594
Iteration 183Q: 54 clusters Score -1.014199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 613 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 340 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141994.000000 Penalty: 29294.808594
Iteration 184Q: 54 clusters Score -1.014199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 340 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1724 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141994.000000 Penalty: 29294.808594
Iteration 185Q: 54 clusters Score -1.014199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142004.000000 Penalty: 29294.808594
Iteration 186Q: 54 clusters Score -1.0142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142004.000000 Penalty: 29294.808594
Iteration 187F: 54 clusters Score -1.0142e+07 nChanged 0
Entering ConstructFrom: 
Score: -10142004.000000 Penalty: 29294.808594
Entering ConstructFrom: 
Trying to split cluster 1 (7992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Entering Unmasked Estep 
Score: -462892.125000 Penalty: 408.871948
	Iteration 0F: 2 clusters Score -462892.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -457552.500000 Penalty: 817.743896
	Iteration 0F: 3 clusters Score -457552.5 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -459612.843750 Penalty: 817.743896
	Iteration 1F: 3 clusters Score -459612.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -459861.500000 Penalty: 817.743896
	Iteration 2F: 3 clusters Score -459861.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -460240.500000 Penalty: 817.743896
	Iteration 3F: 3 clusters Score -460240.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -460702.031250 Penalty: 817.743896
	Iteration 4F: 3 clusters Score -460702 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -461245.562500 Penalty: 817.743896
	Iteration 5F: 3 clusters Score -461245.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -461727.750000 Penalty: 817.743896
	Iteration 6F: 3 clusters Score -461727.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -462084.625000 Penalty: 817.743896
	Iteration 7Q: 3 clusters Score -462084.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -462302.593750 Penalty: 817.743896
	Iteration 8Q: 3 clusters Score -462302.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -462415.531250 Penalty: 817.743896
	Iteration 9Q: 3 clusters Score -462415.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -462467.625000 Penalty: 817.743896
	Iteration 10Q: 3 clusters Score -462467.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -462486.500000 Penalty: 817.743896
	Iteration 11Q: 3 clusters Score -462486.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -462501.937500 Penalty: 817.743896
	Iteration 12Q: 3 clusters Score -462501.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -462510.812500 Penalty: 817.743896
	Iteration 13Q: 3 clusters Score -462510.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -462520.906250 Penalty: 817.743896
	Iteration 14Q: 3 clusters Score -462520.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -462530.843750 Penalty: 817.743896
	Iteration 15Q: 3 clusters Score -462530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -462538.343750 Penalty: 817.743896
	Iteration 16Q: 3 clusters Score -462538.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -462543.437500 Penalty: 817.743896
	Iteration 17Q: 3 clusters Score -462543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -462547.625000 Penalty: 817.743896
	Iteration 18Q: 3 clusters Score -462547.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -462550.156250 Penalty: 817.743896
	Iteration 19Q: 3 clusters Score -462550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -462552.250000 Penalty: 817.743896
	Iteration 20F: 3 clusters Score -462552.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -462552.593750 Penalty: 817.743896
	Iteration 21Q: 3 clusters Score -462552.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -462552.593750 Penalty: 817.743896
	Iteration 22F: 3 clusters Score -462552.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -24223.390625 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -24223.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23730.052734 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -23730.05 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -23867.152344 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -23867.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23910.804688 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -23910.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23958.199219 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -23958.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -23987.152344 Penalty: 572.364136
	Iteration 4F: 3 clusters Score -23987.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -24012.794922 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -24012.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -24030.830078 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -24030.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -24053.992188 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -24053.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -24068.423828 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -24068.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -24075.072266 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -24075.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -24077.896484 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -24077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -24081.744141 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -24081.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -24087.037109 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -24087.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -24088.804688 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -24088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -24091.199219 Penalty: 572.364136
	Iteration 14Q: 3 clusters Score -24091.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -24095.281250 Penalty: 572.364136
	Iteration 15Q: 3 clusters Score -24095.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -24100.193359 Penalty: 572.364136
	Iteration 16Q: 3 clusters Score -24100.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -24101.718750 Penalty: 572.364136
	Iteration 17Q: 3 clusters Score -24101.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -24102.847656 Penalty: 572.364136
	Iteration 18Q: 3 clusters Score -24102.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -24104.169922 Penalty: 572.364136
	Iteration 19F: 3 clusters Score -24104.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -24117.285156 Penalty: 572.364136
	Iteration 20F: 3 clusters Score -24117.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -24124.638672 Penalty: 572.364136
	Iteration 21Q: 3 clusters Score -24124.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -24125.646484 Penalty: 572.364136
	Iteration 22Q: 3 clusters Score -24125.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -24126.824219 Penalty: 572.364136
	Iteration 23Q: 3 clusters Score -24126.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -24126.824219 Penalty: 572.364136
	Iteration 24F: 3 clusters Score -24126.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Entering Unmasked Estep 
Score: -379272.250000 Penalty: 403.416626
	Iteration 0F: 2 clusters Score -379272.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -374543.656250 Penalty: 806.833252
	Iteration 0F: 3 clusters Score -374543.7 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -376541.062500 Penalty: 806.833252
	Iteration 1F: 3 clusters Score -376541.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -377109.625000 Penalty: 806.833252
	Iteration 2F: 3 clusters Score -377109.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -377769.375000 Penalty: 806.833252
	Iteration 3F: 3 clusters Score -377769.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -378294.406250 Penalty: 806.833252
	Iteration 4F: 3 clusters Score -378294.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -378591.093750 Penalty: 806.833252
	Iteration 5Q: 3 clusters Score -378591.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -378765.468750 Penalty: 806.833252
	Iteration 6Q: 3 clusters Score -378765.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -378881.031250 Penalty: 806.833252
	Iteration 7Q: 3 clusters Score -378881 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -378966.343750 Penalty: 806.833252
	Iteration 8Q: 3 clusters Score -378966.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -379017.093750 Penalty: 806.833252
	Iteration 9Q: 3 clusters Score -379017.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -379046.250000 Penalty: 806.833252
	Iteration 10Q: 3 clusters Score -379046.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -379065.937500 Penalty: 806.833252
	Iteration 11Q: 3 clusters Score -379065.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -379084.375000 Penalty: 806.833252
	Iteration 12Q: 3 clusters Score -379084.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -379116.218750 Penalty: 806.833252
	Iteration 13Q: 3 clusters Score -379116.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -379131.531250 Penalty: 806.833252
	Iteration 14Q: 3 clusters Score -379131.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -379139.062500 Penalty: 806.833252
	Iteration 15Q: 3 clusters Score -379139.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -379142.031250 Penalty: 806.833252
	Iteration 16Q: 3 clusters Score -379142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -379143.593750 Penalty: 806.833252
	Iteration 17Q: 3 clusters Score -379143.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -379144.218750 Penalty: 806.833252
	Iteration 18Q: 3 clusters Score -379144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -379144.656250 Penalty: 806.833252
	Iteration 19Q: 3 clusters Score -379144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -379146.781250 Penalty: 806.833252
	Iteration 20F: 3 clusters Score -379146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -379149.187500 Penalty: 806.833252
	Iteration 21Q: 3 clusters Score -379149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -379149.812500 Penalty: 806.833252
	Iteration 22Q: 3 clusters Score -379149.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -379152.312500 Penalty: 806.833252
	Iteration 23Q: 3 clusters Score -379152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -379152.250000 Penalty: 806.833252
	Iteration 24Q: 3 clusters Score -379152.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -379154.781250 Penalty: 806.833252
	Iteration 25Q: 3 clusters Score -379154.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -379156.531250 Penalty: 806.833252
	Iteration 26Q: 3 clusters Score -379156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -379157.250000 Penalty: 806.833252
	Iteration 27Q: 3 clusters Score -379157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -379157.875000 Penalty: 806.833252
	Iteration 28Q: 3 clusters Score -379157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -379159.000000 Penalty: 806.833252
	Iteration 29Q: 3 clusters Score -379159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -379158.843750 Penalty: 806.833252
	Iteration 30Q: 3 clusters Score -379158.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -379159.218750 Penalty: 806.833252
	Iteration 31Q: 3 clusters Score -379159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -379159.218750 Penalty: 806.833252
	Iteration 32F: 3 clusters Score -379159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -17998.066406 Penalty: 267.691162
	Iteration 0F: 2 clusters Score -17998.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17611.736328 Penalty: 535.382324
	Iteration 0F: 3 clusters Score -17611.74 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17724.279297 Penalty: 535.382324
	Iteration 1F: 3 clusters Score -17724.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17762.341797 Penalty: 535.382324
	Iteration 2F: 3 clusters Score -17762.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17813.992188 Penalty: 535.382324
	Iteration 3F: 3 clusters Score -17813.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17839.005859 Penalty: 535.382324
	Iteration 4Q: 3 clusters Score -17839.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17858.681641 Penalty: 535.382324
	Iteration 5Q: 3 clusters Score -17858.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17874.585938 Penalty: 535.382324
	Iteration 6Q: 3 clusters Score -17874.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17892.353516 Penalty: 535.382324
	Iteration 7Q: 3 clusters Score -17892.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17905.792969 Penalty: 535.382324
	Iteration 8Q: 3 clusters Score -17905.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17908.619141 Penalty: 535.382324
	Iteration 9Q: 3 clusters Score -17908.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17911.136719 Penalty: 535.382324
	Iteration 10Q: 3 clusters Score -17911.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17913.501953 Penalty: 535.382324
	Iteration 11Q: 3 clusters Score -17913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17915.320312 Penalty: 535.382324
	Iteration 12Q: 3 clusters Score -17915.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17915.320312 Penalty: 535.382324
	Iteration 13F: 3 clusters Score -17915.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -31758.656250 Penalty: 288.164215
	Iteration 0F: 2 clusters Score -31758.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -31206.035156 Penalty: 576.328430
	Iteration 0F: 3 clusters Score -31206.04 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31376.605469 Penalty: 576.328430
	Iteration 1F: 3 clusters Score -31376.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31438.677734 Penalty: 576.328430
	Iteration 2F: 3 clusters Score -31438.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31476.341797 Penalty: 576.328430
	Iteration 3Q: 3 clusters Score -31476.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31496.285156 Penalty: 576.328430
	Iteration 4Q: 3 clusters Score -31496.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31507.222656 Penalty: 576.328430
	Iteration 5Q: 3 clusters Score -31507.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31514.339844 Penalty: 576.328430
	Iteration 6Q: 3 clusters Score -31514.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31523.945312 Penalty: 576.328430
	Iteration 7Q: 3 clusters Score -31523.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31530.228516 Penalty: 576.328430
	Iteration 8Q: 3 clusters Score -31530.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31536.078125 Penalty: 576.328430
	Iteration 9Q: 3 clusters Score -31536.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31539.822266 Penalty: 576.328430
	Iteration 10Q: 3 clusters Score -31539.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31542.150391 Penalty: 576.328430
	Iteration 11Q: 3 clusters Score -31542.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31544.539062 Penalty: 576.328430
	Iteration 12Q: 3 clusters Score -31544.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31547.482422 Penalty: 576.328430
	Iteration 13Q: 3 clusters Score -31547.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -31548.867188 Penalty: 576.328430
	Iteration 14Q: 3 clusters Score -31548.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31549.332031 Penalty: 576.328430
	Iteration 15Q: 3 clusters Score -31549.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31549.775391 Penalty: 576.328430
	Iteration 16Q: 3 clusters Score -31549.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -31550.539062 Penalty: 576.328430
	Iteration 17Q: 3 clusters Score -31550.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -31550.539062 Penalty: 576.328430
	Iteration 18F: 3 clusters Score -31550.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -8941.556641 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -8941.557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8669.667969 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -8669.668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8733.279297 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -8733.279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8772.352539 Penalty: 466.820770
	Iteration 2F: 3 clusters Score -8772.353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8805.086914 Penalty: 466.820770
	Iteration 3F: 3 clusters Score -8805.087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8810.995117 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -8810.995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8815.731445 Penalty: 466.820770
	Iteration 5Q: 3 clusters Score -8815.731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8826.288086 Penalty: 466.820770
	Iteration 6Q: 3 clusters Score -8826.288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8839.384766 Penalty: 466.820770
	Iteration 7Q: 3 clusters Score -8839.385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8848.243164 Penalty: 466.820770
	Iteration 8Q: 3 clusters Score -8848.243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8856.204102 Penalty: 466.820770
	Iteration 9Q: 3 clusters Score -8856.204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8856.996094 Penalty: 466.820770
	Iteration 10Q: 3 clusters Score -8856.996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8871.909180 Penalty: 466.820770
	Iteration 11Q: 3 clusters Score -8871.909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8888.990234 Penalty: 466.820770
	Iteration 12Q: 3 clusters Score -8888.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8908.566406 Penalty: 466.820770
	Iteration 13Q: 3 clusters Score -8908.566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8908.566406 Penalty: 466.820770
	Iteration 14F: 3 clusters Score -8908.566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -20812.464844 Penalty: 272.383575
	Iteration 0F: 2 clusters Score -20812.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20391.529297 Penalty: 544.767151
	Iteration 0F: 3 clusters Score -20391.53 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20527.972656 Penalty: 544.767151
	Iteration 1F: 3 clusters Score -20527.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20584.658203 Penalty: 544.767151
	Iteration 2F: 3 clusters Score -20584.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20644.902344 Penalty: 544.767151
	Iteration 3F: 3 clusters Score -20644.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20661.468750 Penalty: 544.767151
	Iteration 4Q: 3 clusters Score -20661.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20672.025391 Penalty: 544.767151
	Iteration 5Q: 3 clusters Score -20672.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20690.160156 Penalty: 544.767151
	Iteration 6Q: 3 clusters Score -20690.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20733.828125 Penalty: 544.767151
	Iteration 7Q: 3 clusters Score -20733.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20745.113281 Penalty: 544.767151
	Iteration 8Q: 3 clusters Score -20745.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20747.951172 Penalty: 544.767151
	Iteration 9Q: 3 clusters Score -20747.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20755.507812 Penalty: 544.767151
	Iteration 10Q: 3 clusters Score -20755.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20765.675781 Penalty: 544.767151
	Iteration 11Q: 3 clusters Score -20765.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20776.921875 Penalty: 544.767151
	Iteration 12Q: 3 clusters Score -20776.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20791.666016 Penalty: 544.767151
	Iteration 13Q: 3 clusters Score -20791.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20806.091797 Penalty: 544.767151
	Iteration 14Q: 3 clusters Score -20806.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20814.482422 Penalty: 544.767151
	Iteration 15Q: 3 clusters Score -20814.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20819.333984 Penalty: 544.767151
	Iteration 16Q: 3 clusters Score -20819.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20821.296875 Penalty: 544.767151
	Iteration 17Q: 3 clusters Score -20821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20822.162109 Penalty: 544.767151
	Iteration 18Q: 3 clusters Score -20822.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20822.162109 Penalty: 544.767151
	Iteration 19F: 3 clusters Score -20822.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 191 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 207 members 
Entering Unmasked Estep 
Score: -10141732.000000 Penalty: 29847.541016
Splitting cluster 7 changes total score from -10142004.000000 to -10141732.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -9923.275391 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -9923.275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9634.596680 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -9634.597 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9793.803711 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -9793.804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9849.720703 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -9849.721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9872.472656 Penalty: 508.439636
	Iteration 3Q: 3 clusters Score -9872.473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9880.404297 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -9880.404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9887.927734 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -9887.928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9893.080078 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -9893.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9896.504883 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -9896.505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9902.415039 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -9902.415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9907.922852 Penalty: 508.439636
	Iteration 9Q: 3 clusters Score -9907.923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9914.303711 Penalty: 508.439636
	Iteration 10Q: 3 clusters Score -9914.304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9914.804688 Penalty: 508.439636
	Iteration 11Q: 3 clusters Score -9914.805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9914.804688 Penalty: 508.439636
	Iteration 12F: 3 clusters Score -9914.805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -86667.484375 Penalty: 336.950043
	Iteration 0F: 2 clusters Score -86667.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -85461.031250 Penalty: 673.900085
	Iteration 0F: 3 clusters Score -85461.03 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -85931.640625 Penalty: 673.900085
	Iteration 1F: 3 clusters Score -85931.64 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -86104.859375 Penalty: 673.900085
	Iteration 2F: 3 clusters Score -86104.86 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -86241.234375 Penalty: 673.900085
	Iteration 3F: 3 clusters Score -86241.23 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -86332.523438 Penalty: 673.900085
	Iteration 4F: 3 clusters Score -86332.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -86367.289062 Penalty: 673.900085
	Iteration 5Q: 3 clusters Score -86367.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -86382.257812 Penalty: 673.900085
	Iteration 6Q: 3 clusters Score -86382.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -86389.984375 Penalty: 673.900085
	Iteration 7Q: 3 clusters Score -86389.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -86392.539062 Penalty: 673.900085
	Iteration 8Q: 3 clusters Score -86392.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -86396.203125 Penalty: 673.900085
	Iteration 9Q: 3 clusters Score -86396.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -86399.570312 Penalty: 673.900085
	Iteration 10Q: 3 clusters Score -86399.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -86401.601562 Penalty: 673.900085
	Iteration 11Q: 3 clusters Score -86401.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -86403.757812 Penalty: 673.900085
	Iteration 12Q: 3 clusters Score -86403.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -86404.742188 Penalty: 673.900085
	Iteration 13Q: 3 clusters Score -86404.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -86404.875000 Penalty: 673.900085
	Iteration 14Q: 3 clusters Score -86404.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -86405.140625 Penalty: 673.900085
	Iteration 15Q: 3 clusters Score -86405.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -86405.304688 Penalty: 673.900085
	Iteration 16Q: 3 clusters Score -86405.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -86405.304688 Penalty: 673.900085
	Iteration 17F: 3 clusters Score -86405.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -106818.460938 Penalty: 346.608063
	Iteration 0F: 2 clusters Score -106818.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -105370.007812 Penalty: 693.216125
	Iteration 0F: 3 clusters Score -105370 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -105900.304688 Penalty: 693.216125
	Iteration 1F: 3 clusters Score -105900.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -106029.195312 Penalty: 693.216125
	Iteration 2F: 3 clusters Score -106029.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -106135.156250 Penalty: 693.216125
	Iteration 3F: 3 clusters Score -106135.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -106230.210938 Penalty: 693.216125
	Iteration 4F: 3 clusters Score -106230.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -106333.984375 Penalty: 693.216125
	Iteration 5F: 3 clusters Score -106334 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -106426.031250 Penalty: 693.216125
	Iteration 6Q: 3 clusters Score -106426 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -106508.101562 Penalty: 693.216125
	Iteration 7Q: 3 clusters Score -106508.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -106584.031250 Penalty: 693.216125
	Iteration 8Q: 3 clusters Score -106584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -106637.000000 Penalty: 693.216125
	Iteration 9Q: 3 clusters Score -106637 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -106680.648438 Penalty: 693.216125
	Iteration 10Q: 3 clusters Score -106680.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -106719.054688 Penalty: 693.216125
	Iteration 11Q: 3 clusters Score -106719.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -106744.523438 Penalty: 693.216125
	Iteration 12Q: 3 clusters Score -106744.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -106761.203125 Penalty: 693.216125
	Iteration 13Q: 3 clusters Score -106761.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -106776.414062 Penalty: 693.216125
	Iteration 14Q: 3 clusters Score -106776.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -106791.890625 Penalty: 693.216125
	Iteration 15Q: 3 clusters Score -106791.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -106805.765625 Penalty: 693.216125
	Iteration 16Q: 3 clusters Score -106805.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -106812.546875 Penalty: 693.216125
	Iteration 17Q: 3 clusters Score -106812.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -106815.828125 Penalty: 693.216125
	Iteration 18Q: 3 clusters Score -106815.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -106818.093750 Penalty: 693.216125
	Iteration 19Q: 3 clusters Score -106818.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -106821.945312 Penalty: 693.216125
	Iteration 20F: 3 clusters Score -106821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -106823.976562 Penalty: 693.216125
	Iteration 21Q: 3 clusters Score -106824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -106825.898438 Penalty: 693.216125
	Iteration 22Q: 3 clusters Score -106825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -106826.882812 Penalty: 693.216125
	Iteration 23Q: 3 clusters Score -106826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -106827.039062 Penalty: 693.216125
	Iteration 24Q: 3 clusters Score -106827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -106827.367188 Penalty: 693.216125
	Iteration 25Q: 3 clusters Score -106827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -106827.359375 Penalty: 693.216125
	Iteration 26Q: 3 clusters Score -106827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -106827.960938 Penalty: 693.216125
	Iteration 27Q: 3 clusters Score -106828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -106828.398438 Penalty: 693.216125
	Iteration 28Q: 3 clusters Score -106828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -106828.546875 Penalty: 693.216125
	Iteration 29Q: 3 clusters Score -106828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -106829.164062 Penalty: 693.216125
	Iteration 30Q: 3 clusters Score -106829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -106829.679688 Penalty: 693.216125
	Iteration 31Q: 3 clusters Score -106829.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -106830.171875 Penalty: 693.216125
	Iteration 32Q: 3 clusters Score -106830.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -106833.523438 Penalty: 693.216125
	Iteration 33Q: 3 clusters Score -106833.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -106834.984375 Penalty: 693.216125
	Iteration 34Q: 3 clusters Score -106835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -106835.882812 Penalty: 693.216125
	Iteration 35Q: 3 clusters Score -106835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -106836.429688 Penalty: 693.216125
	Iteration 36Q: 3 clusters Score -106836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -106837.335938 Penalty: 693.216125
	Iteration 37Q: 3 clusters Score -106837.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -106837.875000 Penalty: 693.216125
	Iteration 38Q: 3 clusters Score -106837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -106838.859375 Penalty: 693.216125
	Iteration 39Q: 3 clusters Score -106838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -106839.039062 Penalty: 693.216125
	Iteration 40F: 3 clusters Score -106839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -106839.046875 Penalty: 693.216125
	Iteration 41Q: 3 clusters Score -106839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -106839.601562 Penalty: 693.216125
	Iteration 42Q: 3 clusters Score -106839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -106839.734375 Penalty: 693.216125
	Iteration 43Q: 3 clusters Score -106839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -106839.867188 Penalty: 693.216125
	Iteration 44Q: 3 clusters Score -106839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -106839.906250 Penalty: 693.216125
	Iteration 45Q: 3 clusters Score -106839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -106840.109375 Penalty: 693.216125
	Iteration 46Q: 3 clusters Score -106840.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -106840.109375 Penalty: 693.216125
	Iteration 47F: 3 clusters Score -106840.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 1361 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 673 members 
Entering Unmasked Estep 
Score: -10141821.000000 Penalty: 29847.541016
Splitting cluster 10 changes total score from -10142004.000000 to -10141821.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -6465.688477 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -6465.688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6258.665039 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -6258.665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6338.687500 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -6338.688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6390.968750 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -6390.969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6455.971191 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -6455.971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6534.202637 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -6534.203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6559.122070 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -6559.122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6577.449219 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -6577.449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6591.844238 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -6591.844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6594.666016 Penalty: 437.165894
	Iteration 8Q: 3 clusters Score -6594.666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6594.666016 Penalty: 437.165894
	Iteration 9F: 3 clusters Score -6594.666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 27 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 95 members 
Entering Unmasked Estep 
Score: -10141800.000000 Penalty: 29847.541016
Splitting cluster 11 changes total score from -10142004.000000 to -10141800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -19875.359375 Penalty: 294.842010
	Iteration 0F: 2 clusters Score -19875.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19290.082031 Penalty: 589.684021
	Iteration 0F: 3 clusters Score -19290.08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19476.738281 Penalty: 589.684021
	Iteration 1F: 3 clusters Score -19476.74 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19559.304688 Penalty: 589.684021
	Iteration 2F: 3 clusters Score -19559.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -19637.857422 Penalty: 589.684021
	Iteration 3F: 3 clusters Score -19637.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -19709.431641 Penalty: 589.684021
	Iteration 4F: 3 clusters Score -19709.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -19759.990234 Penalty: 589.684021
	Iteration 5F: 3 clusters Score -19759.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19796.027344 Penalty: 589.684021
	Iteration 6Q: 3 clusters Score -19796.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19814.384766 Penalty: 589.684021
	Iteration 7Q: 3 clusters Score -19814.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -19835.787109 Penalty: 589.684021
	Iteration 8Q: 3 clusters Score -19835.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -19855.773438 Penalty: 589.684021
	Iteration 9Q: 3 clusters Score -19855.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19877.515625 Penalty: 589.684021
	Iteration 10Q: 3 clusters Score -19877.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -19894.111328 Penalty: 589.684021
	Iteration 11Q: 3 clusters Score -19894.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19909.263672 Penalty: 589.684021
	Iteration 12Q: 3 clusters Score -19909.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19914.419922 Penalty: 589.684021
	Iteration 13Q: 3 clusters Score -19914.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19922.792969 Penalty: 589.684021
	Iteration 14Q: 3 clusters Score -19922.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19927.847656 Penalty: 589.684021
	Iteration 15Q: 3 clusters Score -19927.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19929.712891 Penalty: 589.684021
	Iteration 16Q: 3 clusters Score -19929.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19931.716797 Penalty: 589.684021
	Iteration 17Q: 3 clusters Score -19931.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19933.828125 Penalty: 589.684021
	Iteration 18Q: 3 clusters Score -19933.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19933.988281 Penalty: 589.684021
	Iteration 19Q: 3 clusters Score -19933.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19933.988281 Penalty: 589.684021
	Iteration 20F: 3 clusters Score -19933.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
Score: -10141804.000000 Penalty: 29847.541016
Splitting cluster 12 changes total score from -10142004.000000 to -10141804.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -4741.098633 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -4741.099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4558.042969 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -4558.043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4600.752930 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -4600.753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4606.195801 Penalty: 407.437653
	Iteration 2Q: 3 clusters Score -4606.196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4610.067383 Penalty: 407.437653
	Iteration 3Q: 3 clusters Score -4610.067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4617.667480 Penalty: 407.437653
	Iteration 4Q: 3 clusters Score -4617.667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4617.667480 Penalty: 407.437653
	Iteration 5F: 3 clusters Score -4617.667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -183952.718750 Penalty: 366.509674
	Iteration 0F: 2 clusters Score -183952.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -181719.953125 Penalty: 733.019348
	Iteration 0F: 3 clusters Score -181720 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -182524.703125 Penalty: 733.019348
	Iteration 1F: 3 clusters Score -182524.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -182631.703125 Penalty: 733.019348
	Iteration 2F: 3 clusters Score -182631.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -182743.234375 Penalty: 733.019348
	Iteration 3F: 3 clusters Score -182743.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -182865.484375 Penalty: 733.019348
	Iteration 4F: 3 clusters Score -182865.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -183009.531250 Penalty: 733.019348
	Iteration 5F: 3 clusters Score -183009.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -183137.593750 Penalty: 733.019348
	Iteration 6F: 3 clusters Score -183137.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -183245.625000 Penalty: 733.019348
	Iteration 7Q: 3 clusters Score -183245.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -183309.156250 Penalty: 733.019348
	Iteration 8Q: 3 clusters Score -183309.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -183358.234375 Penalty: 733.019348
	Iteration 9Q: 3 clusters Score -183358.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -183391.515625 Penalty: 733.019348
	Iteration 10Q: 3 clusters Score -183391.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183407.328125 Penalty: 733.019348
	Iteration 11Q: 3 clusters Score -183407.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -183418.968750 Penalty: 733.019348
	Iteration 12Q: 3 clusters Score -183419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -183426.062500 Penalty: 733.019348
	Iteration 13Q: 3 clusters Score -183426.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -183432.062500 Penalty: 733.019348
	Iteration 14Q: 3 clusters Score -183432.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -183437.671875 Penalty: 733.019348
	Iteration 15Q: 3 clusters Score -183437.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -183442.390625 Penalty: 733.019348
	Iteration 16Q: 3 clusters Score -183442.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -183449.781250 Penalty: 733.019348
	Iteration 17Q: 3 clusters Score -183449.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -183455.765625 Penalty: 733.019348
	Iteration 18Q: 3 clusters Score -183455.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -183463.359375 Penalty: 733.019348
	Iteration 19Q: 3 clusters Score -183463.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -183471.453125 Penalty: 733.019348
	Iteration 20F: 3 clusters Score -183471.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -183482.046875 Penalty: 733.019348
	Iteration 21Q: 3 clusters Score -183482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -183489.031250 Penalty: 733.019348
	Iteration 22Q: 3 clusters Score -183489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -183494.156250 Penalty: 733.019348
	Iteration 23Q: 3 clusters Score -183494.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -183499.281250 Penalty: 733.019348
	Iteration 24Q: 3 clusters Score -183499.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -183502.750000 Penalty: 733.019348
	Iteration 25Q: 3 clusters Score -183502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -183506.281250 Penalty: 733.019348
	Iteration 26Q: 3 clusters Score -183506.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -183513.515625 Penalty: 733.019348
	Iteration 27Q: 3 clusters Score -183513.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -183526.562500 Penalty: 733.019348
	Iteration 28Q: 3 clusters Score -183526.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -183535.390625 Penalty: 733.019348
	Iteration 29Q: 3 clusters Score -183535.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -183541.609375 Penalty: 733.019348
	Iteration 30Q: 3 clusters Score -183541.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -183548.062500 Penalty: 733.019348
	Iteration 31Q: 3 clusters Score -183548.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -183556.625000 Penalty: 733.019348
	Iteration 32Q: 3 clusters Score -183556.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -183572.296875 Penalty: 733.019348
	Iteration 33Q: 3 clusters Score -183572.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -183587.203125 Penalty: 733.019348
	Iteration 34Q: 3 clusters Score -183587.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -183595.390625 Penalty: 733.019348
	Iteration 35Q: 3 clusters Score -183595.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -183603.140625 Penalty: 733.019348
	Iteration 36Q: 3 clusters Score -183603.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -183613.437500 Penalty: 733.019348
	Iteration 37Q: 3 clusters Score -183613.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -183621.765625 Penalty: 733.019348
	Iteration 38Q: 3 clusters Score -183621.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -183628.250000 Penalty: 733.019348
	Iteration 39Q: 3 clusters Score -183628.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -183631.312500 Penalty: 733.019348
	Iteration 40F: 3 clusters Score -183631.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -183638.281250 Penalty: 733.019348
	Iteration 41Q: 3 clusters Score -183638.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -183641.031250 Penalty: 733.019348
	Iteration 42Q: 3 clusters Score -183641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -183643.921875 Penalty: 733.019348
	Iteration 43Q: 3 clusters Score -183643.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -183648.359375 Penalty: 733.019348
	Iteration 44Q: 3 clusters Score -183648.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -183653.390625 Penalty: 733.019348
	Iteration 45Q: 3 clusters Score -183653.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -183657.843750 Penalty: 733.019348
	Iteration 46Q: 3 clusters Score -183657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -183658.484375 Penalty: 733.019348
	Iteration 47Q: 3 clusters Score -183658.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -183659.875000 Penalty: 733.019348
	Iteration 48Q: 3 clusters Score -183659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -183660.187500 Penalty: 733.019348
	Iteration 49Q: 3 clusters Score -183660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -183660.187500 Penalty: 733.019348
	Iteration 50F: 3 clusters Score -183660.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Entering Unmasked Estep 
Score: -143368.968750 Penalty: 361.247925
	Iteration 0F: 2 clusters Score -143369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -141443.531250 Penalty: 722.495850
	Iteration 0F: 3 clusters Score -141443.5 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -142170.546875 Penalty: 722.495850
	Iteration 1F: 3 clusters Score -142170.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -142289.453125 Penalty: 722.495850
	Iteration 2F: 3 clusters Score -142289.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -142391.812500 Penalty: 722.495850
	Iteration 3F: 3 clusters Score -142391.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -142476.000000 Penalty: 722.495850
	Iteration 4Q: 3 clusters Score -142476 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -142561.484375 Penalty: 722.495850
	Iteration 5Q: 3 clusters Score -142561.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -142630.796875 Penalty: 722.495850
	Iteration 6Q: 3 clusters Score -142630.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -142677.312500 Penalty: 722.495850
	Iteration 7Q: 3 clusters Score -142677.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -142717.015625 Penalty: 722.495850
	Iteration 8Q: 3 clusters Score -142717 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -142742.859375 Penalty: 722.495850
	Iteration 9Q: 3 clusters Score -142742.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -142761.031250 Penalty: 722.495850
	Iteration 10Q: 3 clusters Score -142761 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -142778.406250 Penalty: 722.495850
	Iteration 11Q: 3 clusters Score -142778.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -142791.718750 Penalty: 722.495850
	Iteration 12Q: 3 clusters Score -142791.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -142801.125000 Penalty: 722.495850
	Iteration 13Q: 3 clusters Score -142801.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -142806.109375 Penalty: 722.495850
	Iteration 14Q: 3 clusters Score -142806.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -142811.578125 Penalty: 722.495850
	Iteration 15Q: 3 clusters Score -142811.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -142816.890625 Penalty: 722.495850
	Iteration 16Q: 3 clusters Score -142816.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -142820.437500 Penalty: 722.495850
	Iteration 17Q: 3 clusters Score -142820.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -142822.687500 Penalty: 722.495850
	Iteration 18Q: 3 clusters Score -142822.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -142826.546875 Penalty: 722.495850
	Iteration 19Q: 3 clusters Score -142826.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -142834.000000 Penalty: 722.495850
	Iteration 20F: 3 clusters Score -142834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -142845.984375 Penalty: 722.495850
	Iteration 21Q: 3 clusters Score -142846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -142852.437500 Penalty: 722.495850
	Iteration 22Q: 3 clusters Score -142852.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -142858.156250 Penalty: 722.495850
	Iteration 23Q: 3 clusters Score -142858.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -142864.390625 Penalty: 722.495850
	Iteration 24Q: 3 clusters Score -142864.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -142870.750000 Penalty: 722.495850
	Iteration 25Q: 3 clusters Score -142870.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -142877.156250 Penalty: 722.495850
	Iteration 26Q: 3 clusters Score -142877.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -142886.187500 Penalty: 722.495850
	Iteration 27Q: 3 clusters Score -142886.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -142896.859375 Penalty: 722.495850
	Iteration 28Q: 3 clusters Score -142896.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -142903.765625 Penalty: 722.495850
	Iteration 29Q: 3 clusters Score -142903.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -142909.703125 Penalty: 722.495850
	Iteration 30Q: 3 clusters Score -142909.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -142915.609375 Penalty: 722.495850
	Iteration 31Q: 3 clusters Score -142915.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -142923.218750 Penalty: 722.495850
	Iteration 32Q: 3 clusters Score -142923.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -142928.609375 Penalty: 722.495850
	Iteration 33Q: 3 clusters Score -142928.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -142933.187500 Penalty: 722.495850
	Iteration 34Q: 3 clusters Score -142933.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -142934.812500 Penalty: 722.495850
	Iteration 35Q: 3 clusters Score -142934.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -142935.515625 Penalty: 722.495850
	Iteration 36Q: 3 clusters Score -142935.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -142935.828125 Penalty: 722.495850
	Iteration 37Q: 3 clusters Score -142935.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -142936.359375 Penalty: 722.495850
	Iteration 38Q: 3 clusters Score -142936.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -142936.578125 Penalty: 722.495850
	Iteration 39Q: 3 clusters Score -142936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -142936.875000 Penalty: 722.495850
	Iteration 40F: 3 clusters Score -142936.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -142937.484375 Penalty: 722.495850
	Iteration 41Q: 3 clusters Score -142937.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -142937.968750 Penalty: 722.495850
	Iteration 42Q: 3 clusters Score -142938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -142938.437500 Penalty: 722.495850
	Iteration 43Q: 3 clusters Score -142938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -142938.578125 Penalty: 722.495850
	Iteration 44Q: 3 clusters Score -142938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -142938.937500 Penalty: 722.495850
	Iteration 45Q: 3 clusters Score -142938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -142939.312500 Penalty: 722.495850
	Iteration 46Q: 3 clusters Score -142939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -142939.500000 Penalty: 722.495850
	Iteration 47Q: 3 clusters Score -142939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -142939.437500 Penalty: 722.495850
	Iteration 48Q: 3 clusters Score -142939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -142939.375000 Penalty: 722.495850
	Iteration 49Q: 3 clusters Score -142939.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -142939.781250 Penalty: 722.495850
	Iteration 50Q: 3 clusters Score -142939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -142940.000000 Penalty: 722.495850
	Iteration 51Q: 3 clusters Score -142940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -142940.625000 Penalty: 722.495850
	Iteration 52Q: 3 clusters Score -142940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -142940.937500 Penalty: 722.495850
	Iteration 53Q: 3 clusters Score -142940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -142940.843750 Penalty: 722.495850
	Iteration 54Q: 3 clusters Score -142940.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -142941.421875 Penalty: 722.495850
	Iteration 55Q: 3 clusters Score -142941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -142941.875000 Penalty: 722.495850
	Iteration 56Q: 3 clusters Score -142941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -142941.921875 Penalty: 722.495850
	Iteration 57Q: 3 clusters Score -142941.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -142942.578125 Penalty: 722.495850
	Iteration 58Q: 3 clusters Score -142942.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -142943.031250 Penalty: 722.495850
	Iteration 59Q: 3 clusters Score -142943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -142943.046875 Penalty: 722.495850
	Iteration 60F: 3 clusters Score -142943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -142943.078125 Penalty: 722.495850
	Iteration 61Q: 3 clusters Score -142943.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -142943.078125 Penalty: 722.495850
	Iteration 62F: 3 clusters Score -142943.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -19392.972656 Penalty: 272.039307
	Iteration 0F: 2 clusters Score -19392.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18949.000000 Penalty: 544.078613
	Iteration 0F: 3 clusters Score -18949 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19044.144531 Penalty: 544.078613
	Iteration 1F: 3 clusters Score -19044.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19079.812500 Penalty: 544.078613
	Iteration 2F: 3 clusters Score -19079.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19099.070312 Penalty: 544.078613
	Iteration 3Q: 3 clusters Score -19099.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19116.150391 Penalty: 544.078613
	Iteration 4Q: 3 clusters Score -19116.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19128.519531 Penalty: 544.078613
	Iteration 5Q: 3 clusters Score -19128.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19134.228516 Penalty: 544.078613
	Iteration 6Q: 3 clusters Score -19134.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19141.515625 Penalty: 544.078613
	Iteration 7Q: 3 clusters Score -19141.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19145.128906 Penalty: 544.078613
	Iteration 8Q: 3 clusters Score -19145.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19147.404297 Penalty: 544.078613
	Iteration 9Q: 3 clusters Score -19147.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19155.222656 Penalty: 544.078613
	Iteration 10Q: 3 clusters Score -19155.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19156.412109 Penalty: 544.078613
	Iteration 11Q: 3 clusters Score -19156.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19160.015625 Penalty: 544.078613
	Iteration 12Q: 3 clusters Score -19160.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19160.994141 Penalty: 544.078613
	Iteration 13Q: 3 clusters Score -19160.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19163.392578 Penalty: 544.078613
	Iteration 14Q: 3 clusters Score -19163.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19164.820312 Penalty: 544.078613
	Iteration 15Q: 3 clusters Score -19164.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19165.349609 Penalty: 544.078613
	Iteration 16Q: 3 clusters Score -19165.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19165.349609 Penalty: 544.078613
	Iteration 17F: 3 clusters Score -19165.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -9417.511719 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -9417.512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9171.019531 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -9171.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9209.120117 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -9209.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9218.275391 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -9218.275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9220.164062 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -9220.164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9220.164062 Penalty: 454.746338
	Iteration 4F: 3 clusters Score -9220.164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -16885.589844 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -16885.59 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 171 members 
Entering Unmasked Estep 
Score: -16519.548828 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -16519.55 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16758.492188 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -16758.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16848.175781 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -16848.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16917.277344 Penalty: 533.848572
	Iteration 3F: 3 clusters Score -16917.28 nChanged 13
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: -16947.244141 Penalty: 533.848572
	Iteration 4Q: 3 clusters Score -16947.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16962.134766 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -16962.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16966.244141 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -16966.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16967.921875 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -16967.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16967.921875 Penalty: 533.848572
	Iteration 8F: 3 clusters Score -16967.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 148 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 205 members 
Entering Unmasked Estep 
Score: -10141802.000000 Penalty: 29847.541016
Splitting cluster 18 changes total score from -10142004.000000 to -10141802.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Entering Unmasked Estep 
Score: -2009567.000000 Penalty: 479.218872
	Iteration 0F: 2 clusters Score -2009567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -1984374.000000 Penalty: 958.437744
	Iteration 0F: 3 clusters Score -1984374 nChanged 18136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -1996283.125000 Penalty: 958.437744
	Iteration 1F: 3 clusters Score -1996283 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -1997745.125000 Penalty: 958.437744
	Iteration 2F: 3 clusters Score -1997745 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -1999615.500000 Penalty: 958.437744
	Iteration 3F: 3 clusters Score -1999616 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2001706.250000 Penalty: 958.437744
	Iteration 4F: 3 clusters Score -2001706 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2003142.375000 Penalty: 958.437744
	Iteration 5F: 3 clusters Score -2003142 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2003813.000000 Penalty: 958.437744
	Iteration 6Q: 3 clusters Score -2003813 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2004211.000000 Penalty: 958.437744
	Iteration 7Q: 3 clusters Score -2004211 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -2004519.250000 Penalty: 958.437744
	Iteration 8Q: 3 clusters Score -2004519 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -2004814.750000 Penalty: 958.437744
	Iteration 9Q: 3 clusters Score -2004815 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -2005087.125000 Penalty: 958.437744
	Iteration 10Q: 3 clusters Score -2005087 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -2005392.750000 Penalty: 958.437744
	Iteration 11Q: 3 clusters Score -2005393 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -2005686.625000 Penalty: 958.437744
	Iteration 12Q: 3 clusters Score -2005687 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -2005977.500000 Penalty: 958.437744
	Iteration 13Q: 3 clusters Score -2005978 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -2006197.500000 Penalty: 958.437744
	Iteration 14Q: 3 clusters Score -2006198 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -2006406.750000 Penalty: 958.437744
	Iteration 15Q: 3 clusters Score -2006407 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -2006627.875000 Penalty: 958.437744
	Iteration 16Q: 3 clusters Score -2006628 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -2006817.125000 Penalty: 958.437744
	Iteration 17Q: 3 clusters Score -2006817 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -2006959.250000 Penalty: 958.437744
	Iteration 18Q: 3 clusters Score -2006959 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -2007075.375000 Penalty: 958.437744
	Iteration 19Q: 3 clusters Score -2007075 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -2007184.625000 Penalty: 958.437744
	Iteration 20F: 3 clusters Score -2007185 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -2007273.750000 Penalty: 958.437744
	Iteration 21Q: 3 clusters Score -2007274 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -2007348.125000 Penalty: 958.437744
	Iteration 22Q: 3 clusters Score -2007348 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -2007417.000000 Penalty: 958.437744
	Iteration 23Q: 3 clusters Score -2007417 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -2007452.500000 Penalty: 958.437744
	Iteration 24Q: 3 clusters Score -2007452 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -2007499.625000 Penalty: 958.437744
	Iteration 25Q: 3 clusters Score -2007500 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -2007528.250000 Penalty: 958.437744
	Iteration 26Q: 3 clusters Score -2007528 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -2007558.500000 Penalty: 958.437744
	Iteration 27Q: 3 clusters Score -2007558 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -2007587.500000 Penalty: 958.437744
	Iteration 28Q: 3 clusters Score -2007588 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -2007608.875000 Penalty: 958.437744
	Iteration 29Q: 3 clusters Score -2007609 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -2007622.125000 Penalty: 958.437744
	Iteration 30Q: 3 clusters Score -2007622 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -2007643.750000 Penalty: 958.437744
	Iteration 31Q: 3 clusters Score -2007644 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -2007663.750000 Penalty: 958.437744
	Iteration 32Q: 3 clusters Score -2007664 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -2007678.250000 Penalty: 958.437744
	Iteration 33Q: 3 clusters Score -2007678 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -2007698.250000 Penalty: 958.437744
	Iteration 34Q: 3 clusters Score -2007698 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -2007712.500000 Penalty: 958.437744
	Iteration 35Q: 3 clusters Score -2007712 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -2007731.000000 Penalty: 958.437744
	Iteration 36Q: 3 clusters Score -2007731 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -2007751.375000 Penalty: 958.437744
	Iteration 37Q: 3 clusters Score -2007751 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -2007780.875000 Penalty: 958.437744
	Iteration 38Q: 3 clusters Score -2007781 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -2007804.500000 Penalty: 958.437744
	Iteration 39Q: 3 clusters Score -2007804 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -2007837.375000 Penalty: 958.437744
	Iteration 40F: 3 clusters Score -2007837 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -2007874.250000 Penalty: 958.437744
	Iteration 41Q: 3 clusters Score -2007874 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -2007905.000000 Penalty: 958.437744
	Iteration 42Q: 3 clusters Score -2007905 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -2007951.875000 Penalty: 958.437744
	Iteration 43Q: 3 clusters Score -2007952 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -2007995.750000 Penalty: 958.437744
	Iteration 44Q: 3 clusters Score -2007996 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -2008046.250000 Penalty: 958.437744
	Iteration 45Q: 3 clusters Score -2008046 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -2008097.250000 Penalty: 958.437744
	Iteration 46Q: 3 clusters Score -2008097 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -2008157.750000 Penalty: 958.437744
	Iteration 47Q: 3 clusters Score -2008158 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -2008226.250000 Penalty: 958.437744
	Iteration 48Q: 3 clusters Score -2008226 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -2008292.125000 Penalty: 958.437744
	Iteration 49Q: 3 clusters Score -2008292 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -2008365.000000 Penalty: 958.437744
	Iteration 50Q: 3 clusters Score -2008365 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -2008437.500000 Penalty: 958.437744
	Iteration 51Q: 3 clusters Score -2008438 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -2008505.875000 Penalty: 958.437744
	Iteration 52Q: 3 clusters Score -2008506 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -2008572.375000 Penalty: 958.437744
	Iteration 53Q: 3 clusters Score -2008572 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -2008647.500000 Penalty: 958.437744
	Iteration 54Q: 3 clusters Score -2008648 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -2008723.875000 Penalty: 958.437744
	Iteration 55Q: 3 clusters Score -2008724 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -2008800.000000 Penalty: 958.437744
	Iteration 56Q: 3 clusters Score -2008800 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -2008866.000000 Penalty: 958.437744
	Iteration 57Q: 3 clusters Score -2008866 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -2008946.125000 Penalty: 958.437744
	Iteration 58Q: 3 clusters Score -2008946 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -2008999.500000 Penalty: 958.437744
	Iteration 59Q: 3 clusters Score -2009000 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -2009045.250000 Penalty: 958.437744
	Iteration 60F: 3 clusters Score -2009045 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -2009063.875000 Penalty: 958.437744
	Iteration 61Q: 3 clusters Score -2009064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -2009085.750000 Penalty: 958.437744
	Iteration 62Q: 3 clusters Score -2009086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -2009097.500000 Penalty: 958.437744
	Iteration 63Q: 3 clusters Score -2009098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -2009111.375000 Penalty: 958.437744
	Iteration 64Q: 3 clusters Score -2009111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -2009122.500000 Penalty: 958.437744
	Iteration 65Q: 3 clusters Score -2009122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -2009126.625000 Penalty: 958.437744
	Iteration 66Q: 3 clusters Score -2009127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -2009133.125000 Penalty: 958.437744
	Iteration 67Q: 3 clusters Score -2009133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -2009143.875000 Penalty: 958.437744
	Iteration 68Q: 3 clusters Score -2009144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -2009150.000000 Penalty: 958.437744
	Iteration 69Q: 3 clusters Score -2009150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -2009152.375000 Penalty: 958.437744
	Iteration 70Q: 3 clusters Score -2009152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -2009153.000000 Penalty: 958.437744
	Iteration 71Q: 3 clusters Score -2009153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -2009158.500000 Penalty: 958.437744
	Iteration 72Q: 3 clusters Score -2009158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -2009165.375000 Penalty: 958.437744
	Iteration 73Q: 3 clusters Score -2009165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -2009170.000000 Penalty: 958.437744
	Iteration 74Q: 3 clusters Score -2009170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -2009173.875000 Penalty: 958.437744
	Iteration 75Q: 3 clusters Score -2009174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -2009177.500000 Penalty: 958.437744
	Iteration 76Q: 3 clusters Score -2009178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -2009181.000000 Penalty: 958.437744
	Iteration 77Q: 3 clusters Score -2009181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -2009187.250000 Penalty: 958.437744
	Iteration 78Q: 3 clusters Score -2009187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -2009193.125000 Penalty: 958.437744
	Iteration 79Q: 3 clusters Score -2009193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -2009196.250000 Penalty: 958.437744
	Iteration 80F: 3 clusters Score -2009196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -2009194.750000 Penalty: 958.437744
	Iteration 81Q: 3 clusters Score -2009195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -2009197.625000 Penalty: 958.437744
	Iteration 82Q: 3 clusters Score -2009198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -2009196.375000 Penalty: 958.437744
	Iteration 83Q: 3 clusters Score -2009196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -2009196.000000 Penalty: 958.437744
	Iteration 84Q: 3 clusters Score -2009196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -2009196.000000 Penalty: 958.437744
	Iteration 85F: 3 clusters Score -2009196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Entering Unmasked Estep 
Score: -225435.812500 Penalty: 381.404602
	Iteration 0F: 2 clusters Score -225435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -222439.890625 Penalty: 762.809204
	Iteration 0F: 3 clusters Score -222439.9 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -223743.328125 Penalty: 762.809204
	Iteration 1F: 3 clusters Score -223743.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -224010.609375 Penalty: 762.809204
	Iteration 2F: 3 clusters Score -224010.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -224262.421875 Penalty: 762.809204
	Iteration 3F: 3 clusters Score -224262.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -224460.875000 Penalty: 762.809204
	Iteration 4F: 3 clusters Score -224460.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -224596.890625 Penalty: 762.809204
	Iteration 5F: 3 clusters Score -224596.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -224706.062500 Penalty: 762.809204
	Iteration 6Q: 3 clusters Score -224706.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -224816.687500 Penalty: 762.809204
	Iteration 7Q: 3 clusters Score -224816.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -224925.906250 Penalty: 762.809204
	Iteration 8Q: 3 clusters Score -224925.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -225029.078125 Penalty: 762.809204
	Iteration 9Q: 3 clusters Score -225029.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -225114.390625 Penalty: 762.809204
	Iteration 10Q: 3 clusters Score -225114.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -225185.218750 Penalty: 762.809204
	Iteration 11Q: 3 clusters Score -225185.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -225229.687500 Penalty: 762.809204
	Iteration 12Q: 3 clusters Score -225229.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -225258.562500 Penalty: 762.809204
	Iteration 13Q: 3 clusters Score -225258.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -225273.984375 Penalty: 762.809204
	Iteration 14Q: 3 clusters Score -225274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -225289.546875 Penalty: 762.809204
	Iteration 15Q: 3 clusters Score -225289.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -225300.593750 Penalty: 762.809204
	Iteration 16Q: 3 clusters Score -225300.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -225310.859375 Penalty: 762.809204
	Iteration 17Q: 3 clusters Score -225310.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -225319.468750 Penalty: 762.809204
	Iteration 18Q: 3 clusters Score -225319.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -225326.750000 Penalty: 762.809204
	Iteration 19Q: 3 clusters Score -225326.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -225327.875000 Penalty: 762.809204
	Iteration 20F: 3 clusters Score -225327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -225328.875000 Penalty: 762.809204
	Iteration 21Q: 3 clusters Score -225328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -225329.109375 Penalty: 762.809204
	Iteration 22Q: 3 clusters Score -225329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -225329.875000 Penalty: 762.809204
	Iteration 23Q: 3 clusters Score -225329.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -225329.875000 Penalty: 762.809204
	Iteration 24F: 3 clusters Score -225329.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7122.140625 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7122.141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6888.177734 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -6888.178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7059.193848 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -7059.194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7106.079102 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -7106.079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7121.454102 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -7121.454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7137.839355 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -7137.839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7162.195312 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -7162.195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7183.046387 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -7183.046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7190.279785 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -7190.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7194.758789 Penalty: 468.949554
	Iteration 8Q: 3 clusters Score -7194.759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7195.471680 Penalty: 468.949554
	Iteration 9Q: 3 clusters Score -7195.472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7196.283203 Penalty: 468.949554
	Iteration 10Q: 3 clusters Score -7196.283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7201.875000 Penalty: 468.949554
	Iteration 11F: 3 clusters Score -7201.875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7222.004883 Penalty: 468.949554
	Iteration 12Q: 3 clusters Score -7222.005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7224.196289 Penalty: 468.949554
	Iteration 13Q: 3 clusters Score -7224.196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7227.856934 Penalty: 468.949554
	Iteration 14Q: 3 clusters Score -7227.857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7230.218262 Penalty: 468.949554
	Iteration 15Q: 3 clusters Score -7230.218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7233.951660 Penalty: 468.949554
	Iteration 16Q: 3 clusters Score -7233.952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7236.191895 Penalty: 468.949554
	Iteration 17Q: 3 clusters Score -7236.192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7236.755371 Penalty: 468.949554
	Iteration 18Q: 3 clusters Score -7236.755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7237.246094 Penalty: 468.949554
	Iteration 19Q: 3 clusters Score -7237.246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7237.246094 Penalty: 468.949554
	Iteration 20F: 3 clusters Score -7237.246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 81 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 92 members 
Entering Unmasked Estep 
Score: -10141796.000000 Penalty: 29847.541016
Splitting cluster 21 changes total score from -10142004.000000 to -10141796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -13489.589844 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -13489.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13173.394531 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -13173.39 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13309.850586 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -13309.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13346.231445 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -13346.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13381.985352 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -13381.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13444.908203 Penalty: 507.066010
	Iteration 4F: 3 clusters Score -13444.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13492.206055 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -13492.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13529.679688 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -13529.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13573.149414 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -13573.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13596.077148 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -13596.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13599.042969 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -13599.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13599.042969 Penalty: 507.066010
	Iteration 10F: 3 clusters Score -13599.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 166 members 
Entering Unmasked Estep 
Score: -10141814.000000 Penalty: 29847.541016
Splitting cluster 22 changes total score from -10142004.000000 to -10141814.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -16560.621094 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -16560.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16208.215820 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -16208.22 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16338.809570 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -16338.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16381.358398 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -16381.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16409.443359 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -16409.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16433.582031 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -16433.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16467.224609 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -16467.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16482.601562 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -16482.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16501.484375 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -16501.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16519.177734 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -16519.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16540.292969 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -16540.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16546.281250 Penalty: 518.129639
	Iteration 10Q: 3 clusters Score -16546.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16548.505859 Penalty: 518.129639
	Iteration 11Q: 3 clusters Score -16548.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16550.949219 Penalty: 518.129639
	Iteration 12F: 3 clusters Score -16550.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16554.427734 Penalty: 518.129639
	Iteration 13Q: 3 clusters Score -16554.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16556.160156 Penalty: 518.129639
	Iteration 14Q: 3 clusters Score -16556.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16557.287109 Penalty: 518.129639
	Iteration 15Q: 3 clusters Score -16557.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16557.287109 Penalty: 518.129639
	Iteration 16F: 3 clusters Score -16557.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -11875.958008 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -11875.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11583.930664 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -11583.93 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11685.687500 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -11685.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11747.874023 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -11747.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11775.297852 Penalty: 499.868591
	Iteration 3F: 3 clusters Score -11775.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11777.736328 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -11777.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11777.736328 Penalty: 499.868591
	Iteration 5F: 3 clusters Score -11777.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -9491.504883 Penalty: 242.196960
	Iteration 0F: 2 clusters Score -9491.505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9206.480469 Penalty: 484.393921
	Iteration 0F: 3 clusters Score -9206.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9267.607422 Penalty: 484.393921
	Iteration 1F: 3 clusters Score -9267.607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9286.311523 Penalty: 484.393921
	Iteration 2F: 3 clusters Score -9286.312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9292.757812 Penalty: 484.393921
	Iteration 3Q: 3 clusters Score -9292.758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9296.637695 Penalty: 484.393921
	Iteration 4Q: 3 clusters Score -9296.638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9296.637695 Penalty: 484.393921
	Iteration 5F: 3 clusters Score -9296.638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (102247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102247 members 
Entering Unmasked Estep 
Score: -5885636.500000 Penalty: 524.849182
	Iteration 0F: 2 clusters Score -5885636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -5821536.500000 Penalty: 1049.698364
	Iteration 0F: 3 clusters Score -5821536 nChanged 50025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -5852751.000000 Penalty: 1049.698364
	Iteration 1F: 3 clusters Score -5852751 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 49096 members 
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Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 44287 members 
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Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71510 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75218 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80184 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 20628 members 
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Mstep: Class 1 contains 82847 members 
Mstep: Class 2 contains 19400 members 
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Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 13357 members 
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Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 91418 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5880496 nChanged 759
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Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 96386 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 5378 members 
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Mstep: Class 1 contains 97314 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 4519 members 
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Mstep: Class 1 contains 98131 members 
Mstep: Class 2 contains 4116 members 
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Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 98771 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5884884 nChanged 72
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	Iteration 62Q: 3 clusters Score -5884968 nChanged 45
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Mstep: Class 1 contains 101210 members 
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Mstep: Class 1 contains 101286 members 
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Mstep: Class 1 contains 101349 members 
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	Iteration 69Q: 3 clusters Score -5885066 nChanged 10
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	Iteration 70Q: 3 clusters Score -5885066 nChanged 10
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Mstep: Class 1 contains 101369 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5885074 nChanged 5
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5885081 nChanged 9
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Mstep: Class 1 contains 101381 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5885094 nChanged 5
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	Iteration 74Q: 3 clusters Score -5885094 nChanged 2
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Mstep: Class 1 contains 101386 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5885092 nChanged 5
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	Iteration 76Q: 3 clusters Score -5885094 nChanged 6
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	Iteration 77Q: 3 clusters Score -5885096 nChanged 4
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	Iteration 78Q: 3 clusters Score -5885091 nChanged 2
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	Iteration 79Q: 3 clusters Score -5885092 nChanged 3
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	Iteration 80F: 3 clusters Score -5885092 nChanged 3
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	Iteration 81Q: 3 clusters Score -5885092 nChanged 2
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	Iteration 82Q: 3 clusters Score -5885096 nChanged 3
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	Iteration 83Q: 3 clusters Score -5885092 nChanged 2
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	Iteration 84Q: 3 clusters Score -5885096 nChanged 1
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	Iteration 85Q: 3 clusters Score -5885093 nChanged 2
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	Iteration 86Q: 3 clusters Score -5885102 nChanged 3
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	Iteration 87Q: 3 clusters Score -5885104 nChanged 7
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	Iteration 93Q: 3 clusters Score -5885136 nChanged 18
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	Iteration 94Q: 3 clusters Score -5885154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101485 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5885168.000000 Penalty: 1049.698364
	Iteration 95Q: 3 clusters Score -5885168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101493 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5885175.000000 Penalty: 1049.698364
	Iteration 96Q: 3 clusters Score -5885175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101503 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5885186.000000 Penalty: 1049.698364
	Iteration 97Q: 3 clusters Score -5885186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101520 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5885182.500000 Penalty: 1049.698364
	Iteration 98Q: 3 clusters Score -5885182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101531 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5885181.000000 Penalty: 1049.698364
	Iteration 99Q: 3 clusters Score -5885181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5885189.000000 Penalty: 1049.698364
	Iteration 100F: 3 clusters Score -5885189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101546 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5885195.500000 Penalty: 1049.698364
	Iteration 101Q: 3 clusters Score -5885196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101556 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5885195.000000 Penalty: 1049.698364
	Iteration 102Q: 3 clusters Score -5885195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101564 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5885196.000000 Penalty: 1049.698364
	Iteration 103Q: 3 clusters Score -5885196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101570 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5885201.000000 Penalty: 1049.698364
	Iteration 104Q: 3 clusters Score -5885201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101577 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5885203.000000 Penalty: 1049.698364
	Iteration 105Q: 3 clusters Score -5885203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101587 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5885204.000000 Penalty: 1049.698364
	Iteration 106Q: 3 clusters Score -5885204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101599 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5885206.500000 Penalty: 1049.698364
	Iteration 107Q: 3 clusters Score -5885206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101607 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5885207.500000 Penalty: 1049.698364
	Iteration 108Q: 3 clusters Score -5885208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101616 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5885218.500000 Penalty: 1049.698364
	Iteration 109Q: 3 clusters Score -5885218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5885230.500000 Penalty: 1049.698364
	Iteration 110Q: 3 clusters Score -5885230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101635 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5885229.000000 Penalty: 1049.698364
	Iteration 111Q: 3 clusters Score -5885229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101646 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5885230.500000 Penalty: 1049.698364
	Iteration 112Q: 3 clusters Score -5885230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101652 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5885243.000000 Penalty: 1049.698364
	Iteration 113Q: 3 clusters Score -5885243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101656 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5885236.000000 Penalty: 1049.698364
	Iteration 114Q: 3 clusters Score -5885236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5885228.500000 Penalty: 1049.698364
	Iteration 115Q: 3 clusters Score -5885228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5885231.500000 Penalty: 1049.698364
	Iteration 116Q: 3 clusters Score -5885232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101668 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5885238.500000 Penalty: 1049.698364
	Iteration 117Q: 3 clusters Score -5885238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101673 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5885235.000000 Penalty: 1049.698364
	Iteration 118Q: 3 clusters Score -5885235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101679 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5885243.500000 Penalty: 1049.698364
	Iteration 119Q: 3 clusters Score -5885244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101683 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5885239.500000 Penalty: 1049.698364
	Iteration 120F: 3 clusters Score -5885240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101684 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5885238.500000 Penalty: 1049.698364
	Iteration 121Q: 3 clusters Score -5885238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101689 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5885241.000000 Penalty: 1049.698364
	Iteration 122Q: 3 clusters Score -5885241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101692 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5885249.000000 Penalty: 1049.698364
	Iteration 123Q: 3 clusters Score -5885249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101695 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5885252.500000 Penalty: 1049.698364
	Iteration 124Q: 3 clusters Score -5885252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101700 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5885262.500000 Penalty: 1049.698364
	Iteration 125Q: 3 clusters Score -5885262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101700 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5885265.000000 Penalty: 1049.698364
	Iteration 126Q: 3 clusters Score -5885265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101699 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5885261.500000 Penalty: 1049.698364
	Iteration 127Q: 3 clusters Score -5885262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101704 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5885269.000000 Penalty: 1049.698364
	Iteration 128Q: 3 clusters Score -5885269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101711 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5885279.500000 Penalty: 1049.698364
	Iteration 129Q: 3 clusters Score -5885280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101716 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5885287.500000 Penalty: 1049.698364
	Iteration 130Q: 3 clusters Score -5885288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101719 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5885287.500000 Penalty: 1049.698364
	Iteration 131Q: 3 clusters Score -5885288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101722 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5885288.500000 Penalty: 1049.698364
	Iteration 132Q: 3 clusters Score -5885288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5885294.000000 Penalty: 1049.698364
	Iteration 133Q: 3 clusters Score -5885294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5885301.500000 Penalty: 1049.698364
	Iteration 134Q: 3 clusters Score -5885302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101730 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5885306.500000 Penalty: 1049.698364
	Iteration 135Q: 3 clusters Score -5885306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101730 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5885308.000000 Penalty: 1049.698364
	Iteration 136Q: 3 clusters Score -5885308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101734 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5885313.500000 Penalty: 1049.698364
	Iteration 137Q: 3 clusters Score -5885314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101736 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5885321.500000 Penalty: 1049.698364
	Iteration 138Q: 3 clusters Score -5885322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101740 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5885320.500000 Penalty: 1049.698364
	Iteration 139Q: 3 clusters Score -5885320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101742 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5885326.000000 Penalty: 1049.698364
	Iteration 140F: 3 clusters Score -5885326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -33742.593750 Penalty: 297.747986
	Iteration 0F: 2 clusters Score -33742.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -33127.925781 Penalty: 595.495972
	Iteration 0F: 3 clusters Score -33127.93 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33388.710938 Penalty: 595.495972
	Iteration 1F: 3 clusters Score -33388.71 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33533.183594 Penalty: 595.495972
	Iteration 2F: 3 clusters Score -33533.18 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33607.898438 Penalty: 595.495972
	Iteration 3F: 3 clusters Score -33607.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33645.476562 Penalty: 595.495972
	Iteration 4Q: 3 clusters Score -33645.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33664.820312 Penalty: 595.495972
	Iteration 5Q: 3 clusters Score -33664.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33672.683594 Penalty: 595.495972
	Iteration 6Q: 3 clusters Score -33672.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33680.546875 Penalty: 595.495972
	Iteration 7Q: 3 clusters Score -33680.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33684.042969 Penalty: 595.495972
	Iteration 8Q: 3 clusters Score -33684.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33686.800781 Penalty: 595.495972
	Iteration 9Q: 3 clusters Score -33686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33689.425781 Penalty: 595.495972
	Iteration 10Q: 3 clusters Score -33689.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33690.003906 Penalty: 595.495972
	Iteration 11Q: 3 clusters Score -33690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33691.105469 Penalty: 595.495972
	Iteration 12Q: 3 clusters Score -33691.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33691.636719 Penalty: 595.495972
	Iteration 13Q: 3 clusters Score -33691.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33691.636719 Penalty: 595.495972
	Iteration 14F: 3 clusters Score -33691.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -10503.253906 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -10503.25 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 103 members 
Entering Unmasked Estep 
Score: -10242.515625 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -10242.52 nChanged 62
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: -10393.471680 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -10393.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10438.754883 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -10438.75 nChanged 7
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: -10471.235352 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -10471.24 nChanged 7
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: -10492.105469 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -10492.11 nChanged 5
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: -10532.711914 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -10532.71 nChanged 2
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: -10559.102539 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -10559.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10560.204102 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -10560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10561.494141 Penalty: 483.052338
	Iteration 8Q: 3 clusters Score -10561.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10561.494141 Penalty: 483.052338
	Iteration 9F: 3 clusters Score -10561.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 79 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 123 members 
Entering Unmasked Estep 
Score: -10141753.000000 Penalty: 29847.541016
Splitting cluster 28 changes total score from -10142004.000000 to -10141753.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -171317.625000 Penalty: 364.576996
	Iteration 0F: 2 clusters Score -171317.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -169211.390625 Penalty: 729.153992
	Iteration 0F: 3 clusters Score -169211.4 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -170144.796875 Penalty: 729.153992
	Iteration 1F: 3 clusters Score -170144.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -170343.609375 Penalty: 729.153992
	Iteration 2F: 3 clusters Score -170343.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -170493.468750 Penalty: 729.153992
	Iteration 3F: 3 clusters Score -170493.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -170612.562500 Penalty: 729.153992
	Iteration 4F: 3 clusters Score -170612.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -170715.750000 Penalty: 729.153992
	Iteration 5Q: 3 clusters Score -170715.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -170810.515625 Penalty: 729.153992
	Iteration 6Q: 3 clusters Score -170810.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -170888.375000 Penalty: 729.153992
	Iteration 7Q: 3 clusters Score -170888.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -170938.843750 Penalty: 729.153992
	Iteration 8Q: 3 clusters Score -170938.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -170970.890625 Penalty: 729.153992
	Iteration 9Q: 3 clusters Score -170970.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -170995.125000 Penalty: 729.153992
	Iteration 10Q: 3 clusters Score -170995.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -171008.296875 Penalty: 729.153992
	Iteration 11Q: 3 clusters Score -171008.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -171018.328125 Penalty: 729.153992
	Iteration 12Q: 3 clusters Score -171018.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -171024.843750 Penalty: 729.153992
	Iteration 13Q: 3 clusters Score -171024.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -171033.812500 Penalty: 729.153992
	Iteration 14Q: 3 clusters Score -171033.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -171045.703125 Penalty: 729.153992
	Iteration 15Q: 3 clusters Score -171045.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -171060.093750 Penalty: 729.153992
	Iteration 16Q: 3 clusters Score -171060.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -171074.421875 Penalty: 729.153992
	Iteration 17Q: 3 clusters Score -171074.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -171081.593750 Penalty: 729.153992
	Iteration 18Q: 3 clusters Score -171081.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -171087.750000 Penalty: 729.153992
	Iteration 19Q: 3 clusters Score -171087.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -171094.546875 Penalty: 729.153992
	Iteration 20F: 3 clusters Score -171094.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -171098.390625 Penalty: 729.153992
	Iteration 21Q: 3 clusters Score -171098.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -171100.312500 Penalty: 729.153992
	Iteration 22Q: 3 clusters Score -171100.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -171101.328125 Penalty: 729.153992
	Iteration 23Q: 3 clusters Score -171101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -171101.984375 Penalty: 729.153992
	Iteration 24Q: 3 clusters Score -171102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -171102.031250 Penalty: 729.153992
	Iteration 25Q: 3 clusters Score -171102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -171102.203125 Penalty: 729.153992
	Iteration 26Q: 3 clusters Score -171102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -171102.500000 Penalty: 729.153992
	Iteration 27Q: 3 clusters Score -171102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -171102.500000 Penalty: 729.153992
	Iteration 28F: 3 clusters Score -171102.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -40175.031250 Penalty: 301.636017
	Iteration 0F: 2 clusters Score -40175.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -39515.566406 Penalty: 603.272034
	Iteration 0F: 3 clusters Score -39515.57 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -39761.093750 Penalty: 603.272034
	Iteration 1F: 3 clusters Score -39761.09 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -39865.996094 Penalty: 603.272034
	Iteration 2F: 3 clusters Score -39866 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39948.875000 Penalty: 603.272034
	Iteration 3F: 3 clusters Score -39948.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40039.519531 Penalty: 603.272034
	Iteration 4F: 3 clusters Score -40039.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40138.378906 Penalty: 603.272034
	Iteration 5F: 3 clusters Score -40138.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40200.906250 Penalty: 603.272034
	Iteration 6Q: 3 clusters Score -40200.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40253.429688 Penalty: 603.272034
	Iteration 7Q: 3 clusters Score -40253.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40294.500000 Penalty: 603.272034
	Iteration 8Q: 3 clusters Score -40294.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40312.250000 Penalty: 603.272034
	Iteration 9Q: 3 clusters Score -40312.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40334.480469 Penalty: 603.272034
	Iteration 10Q: 3 clusters Score -40334.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40357.593750 Penalty: 603.272034
	Iteration 11Q: 3 clusters Score -40357.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40378.492188 Penalty: 603.272034
	Iteration 12Q: 3 clusters Score -40378.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40403.039062 Penalty: 603.272034
	Iteration 13Q: 3 clusters Score -40403.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40404.238281 Penalty: 603.272034
	Iteration 14Q: 3 clusters Score -40404.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40404.601562 Penalty: 603.272034
	Iteration 15Q: 3 clusters Score -40404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40404.601562 Penalty: 603.272034
	Iteration 16F: 3 clusters Score -40404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 470 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 287 members 
Entering Unmasked Estep 
Score: -10141978.000000 Penalty: 29847.541016
Splitting cluster 30 changes total score from -10142004.000000 to -10141978.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -2151.578369 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -2151.578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1976.864624 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -1976.865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2007.474365 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -2007.474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2012.268188 Penalty: 395.286285
	Iteration 2Q: 3 clusters Score -2012.268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2015.871826 Penalty: 395.286285
	Iteration 3Q: 3 clusters Score -2015.872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2029.921387 Penalty: 395.286285
	Iteration 4Q: 3 clusters Score -2029.921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2029.921387 Penalty: 395.286285
	Iteration 5F: 3 clusters Score -2029.921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -4526.819824 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -4526.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4230.226562 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -4230.227 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4344.398926 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -4344.399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4390.822266 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -4390.822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4435.375000 Penalty: 497.208710
	Iteration 3F: 3 clusters Score -4435.375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4450.332031 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -4450.332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4455.942383 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -4455.942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4457.020996 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -4457.021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4462.140625 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -4462.141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4481.559570 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -4481.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4508.796875 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -4508.797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4519.498535 Penalty: 497.208710
	Iteration 10Q: 3 clusters Score -4519.499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4549.928711 Penalty: 497.208710
	Iteration 11Q: 3 clusters Score -4549.929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4551.872070 Penalty: 497.208710
	Iteration 12Q: 3 clusters Score -4551.872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4552.713867 Penalty: 497.208710
	Iteration 13Q: 3 clusters Score -4552.714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4553.207031 Penalty: 497.208710
	Iteration 14Q: 3 clusters Score -4553.207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4553.207031 Penalty: 497.208710
	Iteration 15F: 3 clusters Score -4553.207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 154 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 82 members 
Entering Unmasked Estep 
Score: -10141725.000000 Penalty: 29847.541016
Splitting cluster 32 changes total score from -10142004.000000 to -10141725.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -12507.760742 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -12507.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12197.841797 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -12197.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12281.174805 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -12281.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12302.425781 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -12302.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12313.727539 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -12313.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12316.745117 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -12316.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12317.938477 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -12317.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12318.509766 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -12318.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12318.509766 Penalty: 496.822296
	Iteration 7F: 3 clusters Score -12318.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13656.866211 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13656.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13362.189453 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13362.19 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13437.675781 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13437.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13457.258789 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13457.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13464.520508 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -13464.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13472.600586 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13472.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13476.910156 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13476.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13480.756836 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13480.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13481.336914 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -13481.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13482.026367 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -13482.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13482.026367 Penalty: 492.052612
	Iteration 9F: 3 clusters Score -13482.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -4958.936523 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -4958.937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4760.313965 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -4760.314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4818.296387 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -4818.296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4848.572266 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -4848.572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4849.184082 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -4849.184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4849.184082 Penalty: 422.639587
	Iteration 4F: 3 clusters Score -4849.184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10357.235352 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10357.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10066.668945 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -10066.67 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10116.923828 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -10116.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10140.997070 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -10141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10154.193359 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -10154.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10156.740234 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -10156.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10157.957031 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -10157.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10158.315430 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -10158.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10158.315430 Penalty: 485.277405
	Iteration 7F: 3 clusters Score -10158.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -17408.890625 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -17408.89 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 161 members 
Entering Unmasked Estep 
Score: -17041.642578 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -17041.64 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17232.560547 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -17232.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17289.951172 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -17289.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17313.662109 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -17313.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17337.906250 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -17337.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17354.343750 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -17354.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17365.314453 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -17365.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17377.259766 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -17377.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17390.929688 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -17390.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17405.796875 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -17405.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17417.816406 Penalty: 524.060059
	Iteration 10Q: 3 clusters Score -17417.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17423.576172 Penalty: 524.060059
	Iteration 11Q: 3 clusters Score -17423.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17427.867188 Penalty: 524.060059
	Iteration 12Q: 3 clusters Score -17427.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17427.867188 Penalty: 524.060059
	Iteration 13F: 3 clusters Score -17427.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 178 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 139 members 
Entering Unmasked Estep 
Score: -10141729.000000 Penalty: 29847.541016
Splitting cluster 37 changes total score from -10142004.000000 to -10141729.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -24053.058594 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -24053.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23621.595703 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -23621.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23757.187500 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -23757.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23806.222656 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -23806.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23860.970703 Penalty: 550.525757
	Iteration 3F: 3 clusters Score -23860.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23893.583984 Penalty: 550.525757
	Iteration 4F: 3 clusters Score -23893.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23921.363281 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -23921.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23942.847656 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -23942.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23961.781250 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -23961.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23972.396484 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -23972.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23978.623047 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -23978.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23980.976562 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -23980.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23983.673828 Penalty: 550.525757
	Iteration 11Q: 3 clusters Score -23983.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23990.931641 Penalty: 550.525757
	Iteration 12Q: 3 clusters Score -23990.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24004.699219 Penalty: 550.525757
	Iteration 13Q: 3 clusters Score -24004.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24021.906250 Penalty: 550.525757
	Iteration 14Q: 3 clusters Score -24021.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24031.865234 Penalty: 550.525757
	Iteration 15Q: 3 clusters Score -24031.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24042.099609 Penalty: 550.525757
	Iteration 16Q: 3 clusters Score -24042.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24047.091797 Penalty: 550.525757
	Iteration 17Q: 3 clusters Score -24047.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24048.843750 Penalty: 550.525757
	Iteration 18Q: 3 clusters Score -24048.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24052.558594 Penalty: 550.525757
	Iteration 19Q: 3 clusters Score -24052.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24055.947266 Penalty: 550.525757
	Iteration 20F: 3 clusters Score -24055.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24056.611328 Penalty: 550.525757
	Iteration 21Q: 3 clusters Score -24056.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24056.611328 Penalty: 550.525757
	Iteration 22F: 3 clusters Score -24056.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 220 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 204 members 
Entering Unmasked Estep 
Score: -10141730.000000 Penalty: 29847.541016
Splitting cluster 38 changes total score from -10142004.000000 to -10141730.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -23804.720703 Penalty: 277.257416
	Iteration 0F: 2 clusters Score -23804.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23333.421875 Penalty: 554.514832
	Iteration 0F: 3 clusters Score -23333.42 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23477.707031 Penalty: 554.514832
	Iteration 1F: 3 clusters Score -23477.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23531.742188 Penalty: 554.514832
	Iteration 2F: 3 clusters Score -23531.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23555.925781 Penalty: 554.514832
	Iteration 3F: 3 clusters Score -23555.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23577.269531 Penalty: 554.514832
	Iteration 4Q: 3 clusters Score -23577.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23590.894531 Penalty: 554.514832
	Iteration 5Q: 3 clusters Score -23590.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23602.501953 Penalty: 554.514832
	Iteration 6Q: 3 clusters Score -23602.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23609.312500 Penalty: 554.514832
	Iteration 7Q: 3 clusters Score -23609.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23616.046875 Penalty: 554.514832
	Iteration 8Q: 3 clusters Score -23616.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23622.189453 Penalty: 554.514832
	Iteration 9Q: 3 clusters Score -23622.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23625.716797 Penalty: 554.514832
	Iteration 10Q: 3 clusters Score -23625.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23626.855469 Penalty: 554.514832
	Iteration 11Q: 3 clusters Score -23626.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23629.724609 Penalty: 554.514832
	Iteration 12Q: 3 clusters Score -23629.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23630.074219 Penalty: 554.514832
	Iteration 13Q: 3 clusters Score -23630.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23630.074219 Penalty: 554.514832
	Iteration 14F: 3 clusters Score -23630.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -10491.875977 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -10491.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10191.658203 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -10191.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10258.214844 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -10258.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10280.608398 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -10280.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10293.490234 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -10293.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10299.720703 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -10299.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10312.236328 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -10312.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10320.646484 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -10320.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10327.095703 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -10327.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10347.901367 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -10347.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10357.826172 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -10357.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10361.440430 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -10361.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10364.523438 Penalty: 499.116516
	Iteration 11Q: 3 clusters Score -10364.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10364.829102 Penalty: 499.116516
	Iteration 12Q: 3 clusters Score -10364.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10365.146484 Penalty: 499.116516
	Iteration 13Q: 3 clusters Score -10365.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10365.146484 Penalty: 499.116516
	Iteration 14F: 3 clusters Score -10365.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -27527.912109 Penalty: 292.109772
	Iteration 0F: 2 clusters Score -27527.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26972.945312 Penalty: 584.219543
	Iteration 0F: 3 clusters Score -26972.95 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27201.263672 Penalty: 584.219543
	Iteration 1F: 3 clusters Score -27201.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -27267.623047 Penalty: 584.219543
	Iteration 2F: 3 clusters Score -27267.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27300.250000 Penalty: 584.219543
	Iteration 3F: 3 clusters Score -27300.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27314.267578 Penalty: 584.219543
	Iteration 4Q: 3 clusters Score -27314.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27319.333984 Penalty: 584.219543
	Iteration 5Q: 3 clusters Score -27319.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -27322.197266 Penalty: 584.219543
	Iteration 6Q: 3 clusters Score -27322.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -27328.677734 Penalty: 584.219543
	Iteration 7Q: 3 clusters Score -27328.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -27332.320312 Penalty: 584.219543
	Iteration 8Q: 3 clusters Score -27332.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -27334.427734 Penalty: 584.219543
	Iteration 9Q: 3 clusters Score -27334.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -27335.576172 Penalty: 584.219543
	Iteration 10Q: 3 clusters Score -27335.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -27335.925781 Penalty: 584.219543
	Iteration 11Q: 3 clusters Score -27335.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -27335.925781 Penalty: 584.219543
	Iteration 12F: 3 clusters Score -27335.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -12303.367188 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -12303.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12005.531250 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -12005.53 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12167.766602 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -12167.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12244.956055 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -12244.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12263.195312 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -12263.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12276.119141 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -12276.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12284.356445 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -12284.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12285.008789 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -12285.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12286.666016 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -12286.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12288.935547 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -12288.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12288.935547 Penalty: 492.865143
	Iteration 9F: 3 clusters Score -12288.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -14261.102539 Penalty: 256.545135
	Iteration 0F: 2 clusters Score -14261.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13936.877930 Penalty: 513.090271
	Iteration 0F: 3 clusters Score -13936.88 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14050.181641 Penalty: 513.090271
	Iteration 1F: 3 clusters Score -14050.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14143.047852 Penalty: 513.090271
	Iteration 2F: 3 clusters Score -14143.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14172.319336 Penalty: 513.090271
	Iteration 3Q: 3 clusters Score -14172.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14180.699219 Penalty: 513.090271
	Iteration 4Q: 3 clusters Score -14180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14181.880859 Penalty: 513.090271
	Iteration 5Q: 3 clusters Score -14181.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14182.399414 Penalty: 513.090271
	Iteration 6Q: 3 clusters Score -14182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14182.735352 Penalty: 513.090271
	Iteration 7Q: 3 clusters Score -14182.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14183.273438 Penalty: 513.090271
	Iteration 8Q: 3 clusters Score -14183.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14183.273438 Penalty: 513.090271
	Iteration 9F: 3 clusters Score -14183.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -21195.841797 Penalty: 271.923950
	Iteration 0F: 2 clusters Score -21195.84 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 199 members 
Entering Unmasked Estep 
Score: -20778.291016 Penalty: 543.847900
	Iteration 0F: 3 clusters Score -20778.29 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20858.628906 Penalty: 543.847900
	Iteration 1F: 3 clusters Score -20858.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20896.156250 Penalty: 543.847900
	Iteration 2F: 3 clusters Score -20896.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20908.253906 Penalty: 543.847900
	Iteration 3Q: 3 clusters Score -20908.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20913.787109 Penalty: 543.847900
	Iteration 4Q: 3 clusters Score -20913.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20918.732422 Penalty: 543.847900
	Iteration 5Q: 3 clusters Score -20918.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20922.636719 Penalty: 543.847900
	Iteration 6Q: 3 clusters Score -20922.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20927.189453 Penalty: 543.847900
	Iteration 7Q: 3 clusters Score -20927.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20927.419922 Penalty: 543.847900
	Iteration 8Q: 3 clusters Score -20927.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20927.720703 Penalty: 543.847900
	Iteration 9Q: 3 clusters Score -20927.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20927.720703 Penalty: 543.847900
	Iteration 10F: 3 clusters Score -20927.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -18413.978516 Penalty: 265.083008
	Iteration 0F: 2 clusters Score -18413.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18035.304688 Penalty: 530.166016
	Iteration 0F: 3 clusters Score -18035.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18169.564453 Penalty: 530.166016
	Iteration 1F: 3 clusters Score -18169.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18190.544922 Penalty: 530.166016
	Iteration 2F: 3 clusters Score -18190.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18201.779297 Penalty: 530.166016
	Iteration 3Q: 3 clusters Score -18201.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18207.955078 Penalty: 530.166016
	Iteration 4Q: 3 clusters Score -18207.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18211.546875 Penalty: 530.166016
	Iteration 5Q: 3 clusters Score -18211.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18218.197266 Penalty: 530.166016
	Iteration 6Q: 3 clusters Score -18218.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18225.855469 Penalty: 530.166016
	Iteration 7Q: 3 clusters Score -18225.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18227.716797 Penalty: 530.166016
	Iteration 8Q: 3 clusters Score -18227.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18231.318359 Penalty: 530.166016
	Iteration 9Q: 3 clusters Score -18231.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18237.339844 Penalty: 530.166016
	Iteration 10Q: 3 clusters Score -18237.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18243.794922 Penalty: 530.166016
	Iteration 11Q: 3 clusters Score -18243.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18250.335938 Penalty: 530.166016
	Iteration 12Q: 3 clusters Score -18250.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18255.031250 Penalty: 530.166016
	Iteration 13Q: 3 clusters Score -18255.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18257.541016 Penalty: 530.166016
	Iteration 14Q: 3 clusters Score -18257.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18261.857422 Penalty: 530.166016
	Iteration 15Q: 3 clusters Score -18261.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18267.519531 Penalty: 530.166016
	Iteration 16Q: 3 clusters Score -18267.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18269.960938 Penalty: 530.166016
	Iteration 17Q: 3 clusters Score -18269.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18270.671875 Penalty: 530.166016
	Iteration 18Q: 3 clusters Score -18270.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18270.671875 Penalty: 530.166016
	Iteration 19F: 3 clusters Score -18270.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -6063.532227 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -6063.532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5782.194824 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -5782.195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5865.619141 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -5865.619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5883.129395 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -5883.129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5893.844238 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -5893.844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5897.439453 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -5897.439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5897.686035 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -5897.686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5898.106445 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -5898.106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5898.106445 Penalty: 488.303802
	Iteration 7F: 3 clusters Score -5898.106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -19956.644531 Penalty: 268.817780
	Iteration 0F: 2 clusters Score -19956.64 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 186 members 
Entering Unmasked Estep 
Score: -19572.457031 Penalty: 537.635559
	Iteration 0F: 3 clusters Score -19572.46 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19710.902344 Penalty: 537.635559
	Iteration 1F: 3 clusters Score -19710.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19766.068359 Penalty: 537.635559
	Iteration 2F: 3 clusters Score -19766.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19781.380859 Penalty: 537.635559
	Iteration 3Q: 3 clusters Score -19781.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19785.775391 Penalty: 537.635559
	Iteration 4Q: 3 clusters Score -19785.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19799.361328 Penalty: 537.635559
	Iteration 5Q: 3 clusters Score -19799.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19811.406250 Penalty: 537.635559
	Iteration 6Q: 3 clusters Score -19811.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19820.867188 Penalty: 537.635559
	Iteration 7Q: 3 clusters Score -19820.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19830.265625 Penalty: 537.635559
	Iteration 8Q: 3 clusters Score -19830.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19835.826172 Penalty: 537.635559
	Iteration 9Q: 3 clusters Score -19835.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19841.019531 Penalty: 537.635559
	Iteration 10Q: 3 clusters Score -19841.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19852.201172 Penalty: 537.635559
	Iteration 11Q: 3 clusters Score -19852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19876.767578 Penalty: 537.635559
	Iteration 12Q: 3 clusters Score -19876.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -19892.365234 Penalty: 537.635559
	Iteration 13Q: 3 clusters Score -19892.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19897.212891 Penalty: 537.635559
	Iteration 14Q: 3 clusters Score -19897.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19902.654297 Penalty: 537.635559
	Iteration 15Q: 3 clusters Score -19902.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19905.757812 Penalty: 537.635559
	Iteration 16Q: 3 clusters Score -19905.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19910.128906 Penalty: 537.635559
	Iteration 17Q: 3 clusters Score -19910.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19916.789062 Penalty: 537.635559
	Iteration 18Q: 3 clusters Score -19916.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19921.410156 Penalty: 537.635559
	Iteration 19Q: 3 clusters Score -19921.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19929.347656 Penalty: 537.635559
	Iteration 20F: 3 clusters Score -19929.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19944.654297 Penalty: 537.635559
	Iteration 21Q: 3 clusters Score -19944.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19953.080078 Penalty: 537.635559
	Iteration 22Q: 3 clusters Score -19953.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19964.316406 Penalty: 537.635559
	Iteration 23Q: 3 clusters Score -19964.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19971.992188 Penalty: 537.635559
	Iteration 24Q: 3 clusters Score -19971.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19975.023438 Penalty: 537.635559
	Iteration 25Q: 3 clusters Score -19975.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19975.023438 Penalty: 537.635559
	Iteration 26F: 3 clusters Score -19975.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 144 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 224 members 
Entering Unmasked Estep 
Score: -10141732.000000 Penalty: 29847.541016
Splitting cluster 47 changes total score from -10142004.000000 to -10141732.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -8549.467773 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -8549.468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8274.248047 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -8274.248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8341.666016 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -8341.666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8380.402344 Penalty: 469.995514
	Iteration 2F: 3 clusters Score -8380.402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8401.512695 Penalty: 469.995514
	Iteration 3Q: 3 clusters Score -8401.513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8416.856445 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -8416.856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8425.821289 Penalty: 469.995514
	Iteration 5Q: 3 clusters Score -8425.821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8436.323242 Penalty: 469.995514
	Iteration 6Q: 3 clusters Score -8436.323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8439.492188 Penalty: 469.995514
	Iteration 7Q: 3 clusters Score -8439.492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8440.312500 Penalty: 469.995514
	Iteration 8Q: 3 clusters Score -8440.312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8440.312500 Penalty: 469.995514
	Iteration 9F: 3 clusters Score -8440.312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -19998.068359 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -19998.07 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 193 members 
Entering Unmasked Estep 
Score: -19591.119141 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -19591.12 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19694.824219 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -19694.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19759.933594 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -19759.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19790.458984 Penalty: 539.592651
	Iteration 3F: 3 clusters Score -19790.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19806.291016 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -19806.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19818.371094 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -19818.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19829.539062 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -19829.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19832.607422 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -19832.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19835.613281 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -19835.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19836.166016 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -19836.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19836.166016 Penalty: 539.592651
	Iteration 10F: 3 clusters Score -19836.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -71204.234375 Penalty: 328.259949
	Iteration 0F: 2 clusters Score -71204.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -70150.492188 Penalty: 656.519897
	Iteration 0F: 3 clusters Score -70150.49 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -70546.039062 Penalty: 656.519897
	Iteration 1F: 3 clusters Score -70546.04 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -70689.281250 Penalty: 656.519897
	Iteration 2F: 3 clusters Score -70689.28 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -70754.039062 Penalty: 656.519897
	Iteration 3F: 3 clusters Score -70754.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -70805.078125 Penalty: 656.519897
	Iteration 4F: 3 clusters Score -70805.08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -70866.054688 Penalty: 656.519897
	Iteration 5Q: 3 clusters Score -70866.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70937.632812 Penalty: 656.519897
	Iteration 6F: 3 clusters Score -70937.63 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -70992.984375 Penalty: 656.519897
	Iteration 7Q: 3 clusters Score -70992.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -71062.070312 Penalty: 656.519897
	Iteration 8Q: 3 clusters Score -71062.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -71139.765625 Penalty: 656.519897
	Iteration 9Q: 3 clusters Score -71139.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -71197.515625 Penalty: 656.519897
	Iteration 10Q: 3 clusters Score -71197.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -71232.984375 Penalty: 656.519897
	Iteration 11Q: 3 clusters Score -71232.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -71265.460938 Penalty: 656.519897
	Iteration 12Q: 3 clusters Score -71265.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -71293.429688 Penalty: 656.519897
	Iteration 13Q: 3 clusters Score -71293.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -71315.078125 Penalty: 656.519897
	Iteration 14Q: 3 clusters Score -71315.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -71332.679688 Penalty: 656.519897
	Iteration 15Q: 3 clusters Score -71332.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -71347.218750 Penalty: 656.519897
	Iteration 16Q: 3 clusters Score -71347.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -71355.539062 Penalty: 656.519897
	Iteration 17Q: 3 clusters Score -71355.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -71361.296875 Penalty: 656.519897
	Iteration 18Q: 3 clusters Score -71361.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -71364.789062 Penalty: 656.519897
	Iteration 19Q: 3 clusters Score -71364.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -71368.523438 Penalty: 656.519897
	Iteration 20F: 3 clusters Score -71368.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -71370.257812 Penalty: 656.519897
	Iteration 21Q: 3 clusters Score -71370.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -71370.679688 Penalty: 656.519897
	Iteration 22Q: 3 clusters Score -71370.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -71371.039062 Penalty: 656.519897
	Iteration 23Q: 3 clusters Score -71371.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -71371.039062 Penalty: 656.519897
	Iteration 24F: 3 clusters Score -71371.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 671 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 688 members 
Entering Unmasked Estep 
Score: -10141949.000000 Penalty: 29847.541016
Splitting cluster 50 changes total score from -10142004.000000 to -10141949.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -91350.398438 Penalty: 339.110687
	Iteration 0F: 2 clusters Score -91350.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -90122.226562 Penalty: 678.221375
	Iteration 0F: 3 clusters Score -90122.23 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -90717.945312 Penalty: 678.221375
	Iteration 1F: 3 clusters Score -90717.95 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -90834.546875 Penalty: 678.221375
	Iteration 2F: 3 clusters Score -90834.55 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -90916.953125 Penalty: 678.221375
	Iteration 3F: 3 clusters Score -90916.95 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -90961.546875 Penalty: 678.221375
	Iteration 4Q: 3 clusters Score -90961.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -90990.921875 Penalty: 678.221375
	Iteration 5Q: 3 clusters Score -90990.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -91014.109375 Penalty: 678.221375
	Iteration 6Q: 3 clusters Score -91014.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -91043.000000 Penalty: 678.221375
	Iteration 7Q: 3 clusters Score -91043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -91056.648438 Penalty: 678.221375
	Iteration 8Q: 3 clusters Score -91056.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -91071.632812 Penalty: 678.221375
	Iteration 9Q: 3 clusters Score -91071.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -91087.523438 Penalty: 678.221375
	Iteration 10Q: 3 clusters Score -91087.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -91099.015625 Penalty: 678.221375
	Iteration 11Q: 3 clusters Score -91099.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -91106.125000 Penalty: 678.221375
	Iteration 12Q: 3 clusters Score -91106.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -91113.710938 Penalty: 678.221375
	Iteration 13Q: 3 clusters Score -91113.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -91126.335938 Penalty: 678.221375
	Iteration 14Q: 3 clusters Score -91126.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -91135.375000 Penalty: 678.221375
	Iteration 15Q: 3 clusters Score -91135.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -91143.976562 Penalty: 678.221375
	Iteration 16Q: 3 clusters Score -91143.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -91153.664062 Penalty: 678.221375
	Iteration 17Q: 3 clusters Score -91153.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -91166.039062 Penalty: 678.221375
	Iteration 18Q: 3 clusters Score -91166.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -91177.671875 Penalty: 678.221375
	Iteration 19Q: 3 clusters Score -91177.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -91187.671875 Penalty: 678.221375
	Iteration 20F: 3 clusters Score -91187.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -91195.851562 Penalty: 678.221375
	Iteration 21Q: 3 clusters Score -91195.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -91218.703125 Penalty: 678.221375
	Iteration 22Q: 3 clusters Score -91218.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -91244.406250 Penalty: 678.221375
	Iteration 23Q: 3 clusters Score -91244.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -91255.453125 Penalty: 678.221375
	Iteration 24Q: 3 clusters Score -91255.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -91271.867188 Penalty: 678.221375
	Iteration 25Q: 3 clusters Score -91271.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -91288.867188 Penalty: 678.221375
	Iteration 26Q: 3 clusters Score -91288.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -91305.117188 Penalty: 678.221375
	Iteration 27Q: 3 clusters Score -91305.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -91328.835938 Penalty: 678.221375
	Iteration 28Q: 3 clusters Score -91328.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -91347.609375 Penalty: 678.221375
	Iteration 29Q: 3 clusters Score -91347.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -91357.656250 Penalty: 678.221375
	Iteration 30Q: 3 clusters Score -91357.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -91363.117188 Penalty: 678.221375
	Iteration 31Q: 3 clusters Score -91363.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -91371.117188 Penalty: 678.221375
	Iteration 32Q: 3 clusters Score -91371.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -91384.156250 Penalty: 678.221375
	Iteration 33Q: 3 clusters Score -91384.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -91397.320312 Penalty: 678.221375
	Iteration 34Q: 3 clusters Score -91397.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -91403.500000 Penalty: 678.221375
	Iteration 35Q: 3 clusters Score -91403.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -91406.007812 Penalty: 678.221375
	Iteration 36Q: 3 clusters Score -91406.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -91409.226562 Penalty: 678.221375
	Iteration 37Q: 3 clusters Score -91409.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -91411.687500 Penalty: 678.221375
	Iteration 38Q: 3 clusters Score -91411.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -91415.851562 Penalty: 678.221375
	Iteration 39Q: 3 clusters Score -91415.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -91418.015625 Penalty: 678.221375
	Iteration 40F: 3 clusters Score -91418.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -91419.265625 Penalty: 678.221375
	Iteration 41Q: 3 clusters Score -91419.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -91420.648438 Penalty: 678.221375
	Iteration 42Q: 3 clusters Score -91420.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -91421.968750 Penalty: 678.221375
	Iteration 43Q: 3 clusters Score -91421.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -91421.968750 Penalty: 678.221375
	Iteration 44F: 3 clusters Score -91421.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 169 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 102247 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 202 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 77 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 104 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 424 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 241 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 225 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 339 members 
Mstep: Class 46 contains 214 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 376 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 326 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 1399 members 
Entering Unmasked Estep 
Score: -10141855.000000 Penalty: 29847.541016
Splitting cluster 51 changes total score from -10142004.000000 to -10141855.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -8937.474609 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -8937.475 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 81 members 
Entering Unmasked Estep 
Score: -8672.478516 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8672.479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8747.842773 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8747.843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8788.714844 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8788.715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8850.456055 Penalty: 464.087830
	Iteration 3F: 3 clusters Score -8850.456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8858.653320 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8858.653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8868.311523 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8868.312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8875.590820 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -8875.591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8876.968750 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -8876.969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8876.968750 Penalty: 464.087830
	Iteration 8F: 3 clusters Score -8876.969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -66198.125000 Penalty: 322.522614
	Iteration 0F: 2 clusters Score -66198.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -65264.542969 Penalty: 645.045227
	Iteration 0F: 3 clusters Score -65264.54 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -65588.203125 Penalty: 645.045227
	Iteration 1F: 3 clusters Score -65588.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -65674.218750 Penalty: 645.045227
	Iteration 2F: 3 clusters Score -65674.22 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -65751.546875 Penalty: 645.045227
	Iteration 3F: 3 clusters Score -65751.55 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -65826.226562 Penalty: 645.045227
	Iteration 4F: 3 clusters Score -65826.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -65876.507812 Penalty: 645.045227
	Iteration 5Q: 3 clusters Score -65876.51 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -65918.242188 Penalty: 645.045227
	Iteration 6F: 3 clusters Score -65918.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -65947.414062 Penalty: 645.045227
	Iteration 7Q: 3 clusters Score -65947.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -65958.726562 Penalty: 645.045227
	Iteration 8Q: 3 clusters Score -65958.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -65977.421875 Penalty: 645.045227
	Iteration 9Q: 3 clusters Score -65977.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -65994.968750 Penalty: 645.045227
	Iteration 10Q: 3 clusters Score -65994.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -66016.343750 Penalty: 645.045227
	Iteration 11Q: 3 clusters Score -66016.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -66038.703125 Penalty: 645.045227
	Iteration 12Q: 3 clusters Score -66038.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -66054.343750 Penalty: 645.045227
	Iteration 13Q: 3 clusters Score -66054.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -66072.148438 Penalty: 645.045227
	Iteration 14Q: 3 clusters Score -66072.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -66084.843750 Penalty: 645.045227
	Iteration 15Q: 3 clusters Score -66084.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -66089.687500 Penalty: 645.045227
	Iteration 16Q: 3 clusters Score -66089.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -66092.703125 Penalty: 645.045227
	Iteration 17Q: 3 clusters Score -66092.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -66096.437500 Penalty: 645.045227
	Iteration 18Q: 3 clusters Score -66096.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -66100.039062 Penalty: 645.045227
	Iteration 19Q: 3 clusters Score -66100.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -66101.671875 Penalty: 645.045227
	Iteration 20F: 3 clusters Score -66101.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -66105.531250 Penalty: 645.045227
	Iteration 21Q: 3 clusters Score -66105.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -66111.507812 Penalty: 645.045227
	Iteration 22Q: 3 clusters Score -66111.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -66114.953125 Penalty: 645.045227
	Iteration 23Q: 3 clusters Score -66114.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -66119.265625 Penalty: 645.045227
	Iteration 24Q: 3 clusters Score -66119.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -66123.007812 Penalty: 645.045227
	Iteration 25Q: 3 clusters Score -66123.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -66128.781250 Penalty: 645.045227
	Iteration 26Q: 3 clusters Score -66128.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -66137.757812 Penalty: 645.045227
	Iteration 27Q: 3 clusters Score -66137.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -66141.382812 Penalty: 645.045227
	Iteration 28Q: 3 clusters Score -66141.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -66143.492188 Penalty: 645.045227
	Iteration 29Q: 3 clusters Score -66143.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -66143.757812 Penalty: 645.045227
	Iteration 30Q: 3 clusters Score -66143.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -66143.820312 Penalty: 645.045227
	Iteration 31Q: 3 clusters Score -66143.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -66143.820312 Penalty: 645.045227
	Iteration 32F: 3 clusters Score -66143.82 nChanged 0
21->54 Clusters: Score -10142004.000000, best is -10141145.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 188709 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 9128 members 
Mstep: Class 3 contains 8855 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 8982 members 
Mstep: Class 6 contains 9102 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 8920 members 
Mstep: Class 10 contains 8928 members 
Mstep: Class 11 contains 8990 members 
Mstep: Class 12 contains 8942 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 9100 members 
Mstep: Class 15 contains 8979 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 17 contains 8926 members 
Mstep: Class 18 contains 8988 members 
Mstep: Class 19 contains 8950 members 
Mstep: Class 20 contains 8812 members 
Mstep: Class 21 contains 9155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 46.001976 but Gain 552.731445
Score: -7806702.500000 Penalty: 11054.645508
Iteration 0F: 21 clusters Score -7806702 nChanged 179845
Entering Unmasked Mstep 
Mstep: Class 0 contains 2344 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 13100 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 796 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 817 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 356 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 18 contains 997 members 
Mstep: Class 19 contains 340 members 
Mstep: Class 20 contains 155551 members 
Mstep: Class 21 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 126.654884 but Gain 552.732422
Score: -9444516.000000 Penalty: 10501.913086
Iteration 1F: 20 clusters Score -9444516 nChanged 27450
Entering Unmasked Mstep 
Mstep: Class 0 contains 458 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 8445 members 
Mstep: Class 4 contains 101 members 
Mstep: Class 5 contains 1162 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 356 members 
Mstep: Class 9 contains 341 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 487 members 
Mstep: Class 12 contains 48 members 
Mstep: Class 13 contains 336 members 
Mstep: Class 14 contains 647 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 525 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 162164 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 283.214691 but Gain 552.732422
Score: -9832857.000000 Penalty: 9949.180664
Iteration 2F: 19 clusters Score -9832857 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 5 contains 1402 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 91 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 1932 members 
Mstep: Class 15 contains 6477 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 1254 members 
Mstep: Class 19 contains 258 members 
Mstep: Class 20 contains 156341 members 
Mstep: Class 21 contains 1713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -9904050.000000 Penalty: 9949.180664
Iteration 3F: 19 clusters Score -9904050 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8051 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 6 contains 2501 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 153 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 4443 members 
Mstep: Class 15 contains 11957 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 1107 members 
Mstep: Class 19 contains 338 members 
Mstep: Class 20 contains 148038 members 
Mstep: Class 21 contains 1744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 455.183228 but Gain 552.732422
Score: -9954431.000000 Penalty: 9396.448242
Iteration 4F: 18 clusters Score -9954431 nChanged 12782
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8808 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 941 members 
Mstep: Class 11 contains 387 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 388 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 16625 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 19 contains 386 members 
Mstep: Class 20 contains 138922 members 
Mstep: Class 21 contains 1567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -9998737.000000 Penalty: 9396.448242
Iteration 5F: 18 clusters Score -9998737 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 5 contains 1075 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 9 contains 693 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 375 members 
Mstep: Class 14 contains 12344 members 
Mstep: Class 15 contains 20075 members 
Mstep: Class 16 contains 768 members 
Mstep: Class 17 contains 1653 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 130264 members 
Mstep: Class 21 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10033397.000000 Penalty: 9396.448242
Iteration 6F: 18 clusters Score -1.00334e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9611 members 
Mstep: Class 5 contains 986 members 
Mstep: Class 6 contains 5047 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 1003 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 347 members 
Mstep: Class 14 contains 15922 members 
Mstep: Class 15 contains 22150 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 2045 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 123012 members 
Mstep: Class 21 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10057218.000000 Penalty: 9396.448242
Iteration 7F: 18 clusters Score -1.005722e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 9879 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 6720 members 
Mstep: Class 7 contains 1021 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 1039 members 
Mstep: Class 11 contains 416 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 18785 members 
Mstep: Class 15 contains 23122 members 
Mstep: Class 16 contains 921 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 20 contains 117060 members 
Mstep: Class 21 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10073179.000000 Penalty: 9396.448242
Iteration 8Q: 18 clusters Score -1.007318e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10037 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 1063 members 
Mstep: Class 9 contains 794 members 
Mstep: Class 10 contains 1075 members 
Mstep: Class 11 contains 418 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 323 members 
Mstep: Class 14 contains 21159 members 
Mstep: Class 15 contains 23134 members 
Mstep: Class 16 contains 947 members 
Mstep: Class 17 contains 2840 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 112261 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10086706.000000 Penalty: 9396.448242
Iteration 9Q: 18 clusters Score -1.008671e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10126 members 
Mstep: Class 5 contains 843 members 
Mstep: Class 6 contains 10080 members 
Mstep: Class 7 contains 1107 members 
Mstep: Class 9 contains 803 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 23056 members 
Mstep: Class 15 contains 22610 members 
Mstep: Class 16 contains 971 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 108843 members 
Mstep: Class 21 contains 1196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10096398.000000 Penalty: 9396.448242
Iteration 10Q: 18 clusters Score -1.00964e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10157 members 
Mstep: Class 5 contains 822 members 
Mstep: Class 6 contains 10800 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 1187 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 24569 members 
Mstep: Class 15 contains 21696 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 106943 members 
Mstep: Class 21 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10100828.000000 Penalty: 9396.448242
Iteration 11Q: 18 clusters Score -1.010083e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10182 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 11150 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 9 contains 814 members 
Mstep: Class 10 contains 1245 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 217 members 
Mstep: Class 13 contains 287 members 
Mstep: Class 14 contains 25869 members 
Mstep: Class 15 contains 20671 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 105910 members 
Mstep: Class 21 contains 1098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10103201.000000 Penalty: 9396.448242
Iteration 12Q: 18 clusters Score -1.01032e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10189 members 
Mstep: Class 5 contains 803 members 
Mstep: Class 6 contains 11287 members 
Mstep: Class 7 contains 1197 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 219 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 27171 members 
Mstep: Class 15 contains 19581 members 
Mstep: Class 16 contains 980 members 
Mstep: Class 17 contains 4642 members 
Mstep: Class 19 contains 570 members 
Mstep: Class 20 contains 105219 members 
Mstep: Class 21 contains 1069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10105188.000000 Penalty: 9396.448242
Iteration 13Q: 18 clusters Score -1.010519e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10187 members 
Mstep: Class 5 contains 804 members 
Mstep: Class 6 contains 11282 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 9 contains 840 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 28533 members 
Mstep: Class 15 contains 18470 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 4903 members 
Mstep: Class 19 contains 610 members 
Mstep: Class 20 contains 104699 members 
Mstep: Class 21 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10107566.000000 Penalty: 9396.448242
Iteration 14Q: 18 clusters Score -1.010757e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 10172 members 
Mstep: Class 5 contains 803 members 
Mstep: Class 6 contains 11189 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 234 members 
Mstep: Class 14 contains 29797 members 
Mstep: Class 15 contains 17572 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 104232 members 
Mstep: Class 21 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10109143.000000 Penalty: 9396.448242
Iteration 15Q: 18 clusters Score -1.010914e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 10156 members 
Mstep: Class 5 contains 801 members 
Mstep: Class 6 contains 11093 members 
Mstep: Class 7 contains 1224 members 
Mstep: Class 9 contains 869 members 
Mstep: Class 10 contains 1375 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 228 members 
Mstep: Class 14 contains 30850 members 
Mstep: Class 15 contains 16971 members 
Mstep: Class 16 contains 994 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 19 contains 629 members 
Mstep: Class 20 contains 103749 members 
Mstep: Class 21 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10110134.000000 Penalty: 9396.448242
Iteration 16Q: 18 clusters Score -1.011013e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 10136 members 
Mstep: Class 5 contains 797 members 
Mstep: Class 6 contains 11027 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 458 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 31722 members 
Mstep: Class 15 contains 16459 members 
Mstep: Class 16 contains 996 members 
Mstep: Class 17 contains 5284 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 103349 members 
Mstep: Class 21 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10110778.000000 Penalty: 9396.448242
Iteration 17Q: 18 clusters Score -1.011078e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 10123 members 
Mstep: Class 5 contains 793 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 11 contains 464 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 32395 members 
Mstep: Class 15 contains 16117 members 
Mstep: Class 16 contains 997 members 
Mstep: Class 17 contains 5324 members 
Mstep: Class 19 contains 617 members 
Mstep: Class 20 contains 103006 members 
Mstep: Class 21 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10111035.000000 Penalty: 9396.448242
Iteration 18Q: 18 clusters Score -1.011104e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 10123 members 
Mstep: Class 5 contains 790 members 
Mstep: Class 6 contains 10975 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 463 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 32923 members 
Mstep: Class 15 contains 15805 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 5365 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 102760 members 
Mstep: Class 21 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10111243.000000 Penalty: 9396.448242
Iteration 19Q: 18 clusters Score -1.011124e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 10113 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 10956 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 463 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 224 members 
Mstep: Class 14 contains 33353 members 
Mstep: Class 15 contains 15534 members 
Mstep: Class 16 contains 1006 members 
Mstep: Class 17 contains 5388 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 102587 members 
Mstep: Class 21 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112017.000000 Penalty: 9396.448242
Iteration 20F: 18 clusters Score -1.011202e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 10107 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 11125 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 1432 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 33709 members 
Mstep: Class 15 contains 15206 members 
Mstep: Class 16 contains 1009 members 
Mstep: Class 17 contains 5456 members 
Mstep: Class 19 contains 569 members 
Mstep: Class 20 contains 102317 members 
Mstep: Class 21 contains 1054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112484.000000 Penalty: 9396.448242
Iteration 21Q: 18 clusters Score -1.011248e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10106 members 
Mstep: Class 5 contains 783 members 
Mstep: Class 6 contains 11174 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 34013 members 
Mstep: Class 15 contains 14904 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 5539 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 102180 members 
Mstep: Class 21 contains 1056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112617.000000 Penalty: 9396.448242
Iteration 22Q: 18 clusters Score -1.011262e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10104 members 
Mstep: Class 5 contains 783 members 
Mstep: Class 6 contains 11195 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 1453 members 
Mstep: Class 11 contains 484 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 34242 members 
Mstep: Class 15 contains 14627 members 
Mstep: Class 16 contains 1026 members 
Mstep: Class 17 contains 5637 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 102108 members 
Mstep: Class 21 contains 1060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112647.000000 Penalty: 9396.448242
Iteration 23Q: 18 clusters Score -1.011265e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10098 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 11210 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 1455 members 
Mstep: Class 11 contains 481 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 34400 members 
Mstep: Class 15 contains 14388 members 
Mstep: Class 16 contains 1029 members 
Mstep: Class 17 contains 5741 members 
Mstep: Class 19 contains 556 members 
Mstep: Class 20 contains 102066 members 
Mstep: Class 21 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112719.000000 Penalty: 9396.448242
Iteration 24Q: 18 clusters Score -1.011272e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10086 members 
Mstep: Class 5 contains 783 members 
Mstep: Class 6 contains 11211 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 34514 members 
Mstep: Class 15 contains 14199 members 
Mstep: Class 16 contains 1033 members 
Mstep: Class 17 contains 5847 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 102033 members 
Mstep: Class 21 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112750.000000 Penalty: 9396.448242
Iteration 25Q: 18 clusters Score -1.011275e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 5 contains 783 members 
Mstep: Class 6 contains 11211 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 481 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 34592 members 
Mstep: Class 15 contains 14062 members 
Mstep: Class 16 contains 1037 members 
Mstep: Class 17 contains 5942 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 101997 members 
Mstep: Class 21 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112775.000000 Penalty: 9396.448242
Iteration 26Q: 18 clusters Score -1.011278e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10066 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 11209 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 9 contains 943 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 34648 members 
Mstep: Class 15 contains 13934 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 6032 members 
Mstep: Class 19 contains 556 members 
Mstep: Class 20 contains 101978 members 
Mstep: Class 21 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112816.000000 Penalty: 9396.448242
Iteration 27Q: 18 clusters Score -1.011282e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 11208 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 9 contains 946 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 34667 members 
Mstep: Class 15 contains 13808 members 
Mstep: Class 16 contains 1053 members 
Mstep: Class 17 contains 6148 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 101968 members 
Mstep: Class 21 contains 1058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112856.000000 Penalty: 9396.448242
Iteration 28Q: 18 clusters Score -1.011286e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10058 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 11207 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 1477 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 34675 members 
Mstep: Class 15 contains 13680 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 101956 members 
Mstep: Class 21 contains 1054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112888.000000 Penalty: 9396.448242
Iteration 29Q: 18 clusters Score -1.011289e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10050 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 11207 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 9 contains 954 members 
Mstep: Class 10 contains 1478 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 34680 members 
Mstep: Class 15 contains 13575 members 
Mstep: Class 16 contains 1065 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 101949 members 
Mstep: Class 21 contains 1055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112926.000000 Penalty: 9396.448242
Iteration 30Q: 18 clusters Score -1.011293e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10047 members 
Mstep: Class 5 contains 781 members 
Mstep: Class 6 contains 11204 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 1481 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 34680 members 
Mstep: Class 15 contains 13493 members 
Mstep: Class 16 contains 1064 members 
Mstep: Class 17 contains 6485 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 101926 members 
Mstep: Class 21 contains 1055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112950.000000 Penalty: 9396.448242
Iteration 31Q: 18 clusters Score -1.011295e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 10045 members 
Mstep: Class 5 contains 781 members 
Mstep: Class 6 contains 11202 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 1481 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 34678 members 
Mstep: Class 15 contains 13404 members 
Mstep: Class 16 contains 1066 members 
Mstep: Class 17 contains 6597 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 101903 members 
Mstep: Class 21 contains 1052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112968.000000 Penalty: 9396.448242
Iteration 32Q: 18 clusters Score -1.011297e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10036 members 
Mstep: Class 5 contains 781 members 
Mstep: Class 6 contains 11199 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 9 contains 975 members 
Mstep: Class 10 contains 1487 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 34663 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 101895 members 
Mstep: Class 21 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10113037.000000 Penalty: 9396.448242
Iteration 33Q: 18 clusters Score -1.011304e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10030 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 9 contains 982 members 
Mstep: Class 10 contains 1491 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 34640 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 1073 members 
Mstep: Class 17 contains 6845 members 
Mstep: Class 19 contains 556 members 
Mstep: Class 20 contains 101886 members 
Mstep: Class 21 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10113062.000000 Penalty: 9396.448242
Iteration 34Q: 18 clusters Score -1.011306e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 10031 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 11195 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 9 contains 995 members 
Mstep: Class 10 contains 1493 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 34609 members 
Mstep: Class 15 contains 13124 members 
Mstep: Class 16 contains 1075 members 
Mstep: Class 17 contains 6957 members 
Mstep: Class 19 contains 555 members 
Mstep: Class 20 contains 101874 members 
Mstep: Class 21 contains 1049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10113129.000000 Penalty: 9396.448242
Iteration 35Q: 18 clusters Score -1.011313e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 10022 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 11191 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 1495 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 34573 members 
Mstep: Class 15 contains 13057 members 
Mstep: Class 16 contains 1082 members 
Mstep: Class 17 contains 7090 members 
Mstep: Class 19 contains 553 members 
Mstep: Class 20 contains 101847 members 
Mstep: Class 21 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10113227.000000 Penalty: 9396.448242
Iteration 36Q: 18 clusters Score -1.011323e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 9 contains 1001 members 
Mstep: Class 10 contains 1495 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 34513 members 
Mstep: Class 15 contains 12980 members 
Mstep: Class 16 contains 1092 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 19 contains 554 members 
Mstep: Class 20 contains 101851 members 
Mstep: Class 21 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10113324.000000 Penalty: 9396.448242
Iteration 37Q: 18 clusters Score -1.011332e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 10012 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 1225 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 1495 members 
Mstep: Class 11 contains 481 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 34447 members 
Mstep: Class 15 contains 12931 members 
Mstep: Class 16 contains 1105 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 19 contains 553 members 
Mstep: Class 20 contains 101832 members 
Mstep: Class 21 contains 1045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10113362.000000 Penalty: 9396.448242
Iteration 38Q: 18 clusters Score -1.011336e+07 nChanged 394
Entering ConstructFrom: 
Score: -10113362.000000 Penalty: 9396.448242
Entering ConstructFrom: 
Trying to split cluster 1 (2765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Entering Unmasked Estep 
Score: -124638.445312 Penalty: 360.578217
	Iteration 0F: 2 clusters Score -124638.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -122890.843750 Penalty: 721.156433
	Iteration 0F: 3 clusters Score -122890.8 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -126303.562500 Penalty: 721.156433
	Iteration 1F: 3 clusters Score -126303.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -127601.195312 Penalty: 721.156433
	Iteration 2F: 3 clusters Score -127601.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -128347.554688 Penalty: 721.156433
	Iteration 3F: 3 clusters Score -128347.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -128851.226562 Penalty: 721.156433
	Iteration 4F: 3 clusters Score -128851.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -129074.671875 Penalty: 721.156433
	Iteration 5Q: 3 clusters Score -129074.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -129303.203125 Penalty: 721.156433
	Iteration 6Q: 3 clusters Score -129303.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -129519.968750 Penalty: 721.156433
	Iteration 7Q: 3 clusters Score -129520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -129532.187500 Penalty: 721.156433
	Iteration 8Q: 3 clusters Score -129532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -129530.312500 Penalty: 721.156433
	Iteration 9Q: 3 clusters Score -129530.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -129533.554688 Penalty: 721.156433
	Iteration 10Q: 3 clusters Score -129533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -129533.554688 Penalty: 721.156433
	Iteration 11F: 3 clusters Score -129533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9995 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 1224 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 1496 members 
Mstep: Class 11 contains 481 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 34393 members 
Mstep: Class 15 contains 12867 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 19 contains 553 members 
Mstep: Class 20 contains 101807 members 
Mstep: Class 21 contains 1042 members 
Entering Unmasked Estep 
Score: -10118070.000000 Penalty: 9949.180664
Splitting cluster 1 changes total score from -10113362.000000 to -10118070.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (9995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Entering Unmasked Estep 
Score: -509257.937500 Penalty: 419.047699
	Iteration 0F: 2 clusters Score -509257.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -502670.531250 Penalty: 838.095398
	Iteration 0F: 3 clusters Score -502670.5 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -506313.781250 Penalty: 838.095398
	Iteration 1F: 3 clusters Score -506313.8 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -507287.468750 Penalty: 838.095398
	Iteration 2F: 3 clusters Score -507287.5 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -507967.093750 Penalty: 838.095398
	Iteration 3F: 3 clusters Score -507967.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -508342.531250 Penalty: 838.095398
	Iteration 4F: 3 clusters Score -508342.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -508571.875000 Penalty: 838.095398
	Iteration 5Q: 3 clusters Score -508571.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -508713.343750 Penalty: 838.095398
	Iteration 6Q: 3 clusters Score -508713.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -508837.875000 Penalty: 838.095398
	Iteration 7Q: 3 clusters Score -508837.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -508920.281250 Penalty: 838.095398
	Iteration 8Q: 3 clusters Score -508920.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -508990.125000 Penalty: 838.095398
	Iteration 9Q: 3 clusters Score -508990.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -509061.468750 Penalty: 838.095398
	Iteration 10Q: 3 clusters Score -509061.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -509108.062500 Penalty: 838.095398
	Iteration 11Q: 3 clusters Score -509108.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -509146.062500 Penalty: 838.095398
	Iteration 12Q: 3 clusters Score -509146.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -509177.812500 Penalty: 838.095398
	Iteration 13Q: 3 clusters Score -509177.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -509209.843750 Penalty: 838.095398
	Iteration 14Q: 3 clusters Score -509209.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -509234.812500 Penalty: 838.095398
	Iteration 15Q: 3 clusters Score -509234.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -509246.000000 Penalty: 838.095398
	Iteration 16Q: 3 clusters Score -509246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -509254.718750 Penalty: 838.095398
	Iteration 17Q: 3 clusters Score -509254.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -509259.406250 Penalty: 838.095398
	Iteration 18Q: 3 clusters Score -509259.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -509262.750000 Penalty: 838.095398
	Iteration 19Q: 3 clusters Score -509262.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -509268.093750 Penalty: 838.095398
	Iteration 20F: 3 clusters Score -509268.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -509271.312500 Penalty: 838.095398
	Iteration 21Q: 3 clusters Score -509271.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -509277.187500 Penalty: 838.095398
	Iteration 22Q: 3 clusters Score -509277.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -509281.156250 Penalty: 838.095398
	Iteration 23Q: 3 clusters Score -509281.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -509284.468750 Penalty: 838.095398
	Iteration 24Q: 3 clusters Score -509284.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -509288.781250 Penalty: 838.095398
	Iteration 25Q: 3 clusters Score -509288.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -509289.625000 Penalty: 838.095398
	Iteration 26Q: 3 clusters Score -509289.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -509296.437500 Penalty: 838.095398
	Iteration 27Q: 3 clusters Score -509296.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -509303.937500 Penalty: 838.095398
	Iteration 28Q: 3 clusters Score -509303.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -509312.281250 Penalty: 838.095398
	Iteration 29Q: 3 clusters Score -509312.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -509319.031250 Penalty: 838.095398
	Iteration 30Q: 3 clusters Score -509319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -509328.000000 Penalty: 838.095398
	Iteration 31Q: 3 clusters Score -509328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -509334.437500 Penalty: 838.095398
	Iteration 32Q: 3 clusters Score -509334.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -509339.500000 Penalty: 838.095398
	Iteration 33Q: 3 clusters Score -509339.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -509346.468750 Penalty: 838.095398
	Iteration 34Q: 3 clusters Score -509346.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -509351.625000 Penalty: 838.095398
	Iteration 35Q: 3 clusters Score -509351.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -509359.406250 Penalty: 838.095398
	Iteration 36Q: 3 clusters Score -509359.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -509366.250000 Penalty: 838.095398
	Iteration 37Q: 3 clusters Score -509366.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -509373.343750 Penalty: 838.095398
	Iteration 38Q: 3 clusters Score -509373.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -509376.531250 Penalty: 838.095398
	Iteration 39Q: 3 clusters Score -509376.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -509379.781250 Penalty: 838.095398
	Iteration 40F: 3 clusters Score -509379.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -509380.093750 Penalty: 838.095398
	Iteration 41Q: 3 clusters Score -509380.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -509383.562500 Penalty: 838.095398
	Iteration 42Q: 3 clusters Score -509383.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -509384.656250 Penalty: 838.095398
	Iteration 43Q: 3 clusters Score -509384.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -509388.781250 Penalty: 838.095398
	Iteration 44Q: 3 clusters Score -509388.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -509393.312500 Penalty: 838.095398
	Iteration 45Q: 3 clusters Score -509393.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -509398.093750 Penalty: 838.095398
	Iteration 46Q: 3 clusters Score -509398.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -509396.968750 Penalty: 838.095398
	Iteration 47Q: 3 clusters Score -509397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -509399.406250 Penalty: 838.095398
	Iteration 48Q: 3 clusters Score -509399.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -509401.156250 Penalty: 838.095398
	Iteration 49Q: 3 clusters Score -509401.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -509403.812500 Penalty: 838.095398
	Iteration 50Q: 3 clusters Score -509403.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -509406.500000 Penalty: 838.095398
	Iteration 51Q: 3 clusters Score -509406.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -509407.125000 Penalty: 838.095398
	Iteration 52Q: 3 clusters Score -509407.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -509407.437500 Penalty: 838.095398
	Iteration 53Q: 3 clusters Score -509407.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -509408.656250 Penalty: 838.095398
	Iteration 54Q: 3 clusters Score -509408.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -509408.125000 Penalty: 838.095398
	Iteration 55Q: 3 clusters Score -509408.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -509410.437500 Penalty: 838.095398
	Iteration 56Q: 3 clusters Score -509410.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -509410.343750 Penalty: 838.095398
	Iteration 57Q: 3 clusters Score -509410.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -509409.906250 Penalty: 838.095398
	Iteration 58Q: 3 clusters Score -509409.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -509409.937500 Penalty: 838.095398
	Iteration 59Q: 3 clusters Score -509409.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -509410.875000 Penalty: 838.095398
	Iteration 60F: 3 clusters Score -509410.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -509410.062500 Penalty: 838.095398
	Iteration 61Q: 3 clusters Score -509410.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -509410.312500 Penalty: 838.095398
	Iteration 62Q: 3 clusters Score -509410.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -509412.281250 Penalty: 838.095398
	Iteration 63Q: 3 clusters Score -509412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -509411.156250 Penalty: 838.095398
	Iteration 64Q: 3 clusters Score -509411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -509413.218750 Penalty: 838.095398
	Iteration 65Q: 3 clusters Score -509413.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -509413.281250 Penalty: 838.095398
	Iteration 66Q: 3 clusters Score -509413.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -509413.687500 Penalty: 838.095398
	Iteration 67Q: 3 clusters Score -509413.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -509412.156250 Penalty: 838.095398
	Iteration 68Q: 3 clusters Score -509412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -509413.437500 Penalty: 838.095398
	Iteration 69Q: 3 clusters Score -509413.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -509412.875000 Penalty: 838.095398
	Iteration 70Q: 3 clusters Score -509412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -509413.531250 Penalty: 838.095398
	Iteration 71Q: 3 clusters Score -509413.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -509413.875000 Penalty: 838.095398
	Iteration 72Q: 3 clusters Score -509413.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -509413.437500 Penalty: 838.095398
	Iteration 73Q: 3 clusters Score -509413.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -509411.531250 Penalty: 838.095398
	Iteration 74Q: 3 clusters Score -509411.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -509412.250000 Penalty: 838.095398
	Iteration 75Q: 3 clusters Score -509412.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -509413.437500 Penalty: 838.095398
	Iteration 76Q: 3 clusters Score -509413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -509412.562500 Penalty: 838.095398
	Iteration 77Q: 3 clusters Score -509412.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -509413.531250 Penalty: 838.095398
	Iteration 78Q: 3 clusters Score -509413.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -509412.968750 Penalty: 838.095398
	Iteration 79Q: 3 clusters Score -509413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -509413.531250 Penalty: 838.095398
	Iteration 80F: 3 clusters Score -509413.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -509414.656250 Penalty: 838.095398
	Iteration 81Q: 3 clusters Score -509414.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -509415.250000 Penalty: 838.095398
	Iteration 82Q: 3 clusters Score -509415.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -509415.437500 Penalty: 838.095398
	Iteration 83Q: 3 clusters Score -509415.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -509415.250000 Penalty: 838.095398
	Iteration 84Q: 3 clusters Score -509415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -509414.656250 Penalty: 838.095398
	Iteration 85Q: 3 clusters Score -509414.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -509413.843750 Penalty: 838.095398
	Iteration 86Q: 3 clusters Score -509413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -509415.343750 Penalty: 838.095398
	Iteration 87Q: 3 clusters Score -509415.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -509416.156250 Penalty: 838.095398
	Iteration 88Q: 3 clusters Score -509416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -509416.187500 Penalty: 838.095398
	Iteration 89Q: 3 clusters Score -509416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -509416.000000 Penalty: 838.095398
	Iteration 90Q: 3 clusters Score -509416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -509417.031250 Penalty: 838.095398
	Iteration 91Q: 3 clusters Score -509417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -509418.093750 Penalty: 838.095398
	Iteration 92Q: 3 clusters Score -509418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -509417.406250 Penalty: 838.095398
	Iteration 93Q: 3 clusters Score -509417.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -509419.125000 Penalty: 838.095398
	Iteration 94Q: 3 clusters Score -509419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -509418.312500 Penalty: 838.095398
	Iteration 95Q: 3 clusters Score -509418.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -509419.312500 Penalty: 838.095398
	Iteration 96Q: 3 clusters Score -509419.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -509418.406250 Penalty: 838.095398
	Iteration 97Q: 3 clusters Score -509418.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -509419.656250 Penalty: 838.095398
	Iteration 98Q: 3 clusters Score -509419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -509418.343750 Penalty: 838.095398
	Iteration 99Q: 3 clusters Score -509418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -509417.968750 Penalty: 838.095398
	Iteration 100F: 3 clusters Score -509418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -509419.593750 Penalty: 838.095398
	Iteration 101Q: 3 clusters Score -509419.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -509418.968750 Penalty: 838.095398
	Iteration 102Q: 3 clusters Score -509419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -509419.781250 Penalty: 838.095398
	Iteration 103Q: 3 clusters Score -509419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -509417.750000 Penalty: 838.095398
	Iteration 104Q: 3 clusters Score -509417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -509418.156250 Penalty: 838.095398
	Iteration 105Q: 3 clusters Score -509418.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -509419.250000 Penalty: 838.095398
	Iteration 106Q: 3 clusters Score -509419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -509419.250000 Penalty: 838.095398
	Iteration 107F: 3 clusters Score -509419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 1224 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 1496 members 
Mstep: Class 11 contains 481 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 34393 members 
Mstep: Class 15 contains 12867 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 19 contains 553 members 
Mstep: Class 20 contains 101807 members 
Mstep: Class 21 contains 1042 members 
Entering Unmasked Estep 
Score: -10118074.000000 Penalty: 10501.913086
Splitting cluster 2 changes total score from -10113362.000000 to -10118074.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -39266.445312 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -39266.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -38633.402344 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -38633.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -38890.851562 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -38890.85 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -38960.671875 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -38960.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -38997.703125 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -38997.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -39030.992188 Penalty: 605.762085
	Iteration 4Q: 3 clusters Score -39030.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -39056.675781 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -39056.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -39067.753906 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -39067.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -39073.753906 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -39073.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -39075.085938 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -39075.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -39075.515625 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -39075.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -39078.347656 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -39078.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -39082.484375 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -39082.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -39087.796875 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -39087.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -39101.582031 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -39101.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -39128.175781 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -39128.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -39149.515625 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -39149.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -39165.031250 Penalty: 605.762085
	Iteration 16Q: 3 clusters Score -39165.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -39182.539062 Penalty: 605.762085
	Iteration 17Q: 3 clusters Score -39182.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -39208.789062 Penalty: 605.762085
	Iteration 18Q: 3 clusters Score -39208.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -39235.175781 Penalty: 605.762085
	Iteration 19Q: 3 clusters Score -39235.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -39265.707031 Penalty: 605.762085
	Iteration 20F: 3 clusters Score -39265.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -39278.128906 Penalty: 605.762085
	Iteration 21Q: 3 clusters Score -39278.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -39298.730469 Penalty: 605.762085
	Iteration 22Q: 3 clusters Score -39298.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -39376.718750 Penalty: 605.762085
	Iteration 23Q: 3 clusters Score -39376.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -39470.480469 Penalty: 605.762085
	Iteration 24Q: 3 clusters Score -39470.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -39496.570312 Penalty: 605.762085
	Iteration 25Q: 3 clusters Score -39496.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -39510.132812 Penalty: 605.762085
	Iteration 26Q: 3 clusters Score -39510.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39530.265625 Penalty: 605.762085
	Iteration 27Q: 3 clusters Score -39530.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -39560.585938 Penalty: 605.762085
	Iteration 28Q: 3 clusters Score -39560.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -39578.921875 Penalty: 605.762085
	Iteration 29Q: 3 clusters Score -39578.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -39595.687500 Penalty: 605.762085
	Iteration 30Q: 3 clusters Score -39595.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39606.164062 Penalty: 605.762085
	Iteration 31Q: 3 clusters Score -39606.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -39607.085938 Penalty: 605.762085
	Iteration 32Q: 3 clusters Score -39607.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -39607.085938 Penalty: 605.762085
	Iteration 33F: 3 clusters Score -39607.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 1224 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 1496 members 
Mstep: Class 11 contains 481 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 34393 members 
Mstep: Class 15 contains 12867 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 19 contains 553 members 
Mstep: Class 20 contains 101807 members 
Mstep: Class 21 contains 1042 members 
Entering Unmasked Estep 
Score: -10118155.000000 Penalty: 11054.645508
Splitting cluster 5 changes total score from -10113362.000000 to -10118155.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (11196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Entering Unmasked Estep 
Score: -637878.062500 Penalty: 424.210693
	Iteration 0F: 2 clusters Score -637878.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -630554.062500 Penalty: 848.421387
	Iteration 0F: 3 clusters Score -630554.1 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -634495.937500 Penalty: 848.421387
	Iteration 1F: 3 clusters Score -634495.9 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -635374.875000 Penalty: 848.421387
	Iteration 2F: 3 clusters Score -635374.9 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -636063.312500 Penalty: 848.421387
	Iteration 3F: 3 clusters Score -636063.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -636483.500000 Penalty: 848.421387
	Iteration 4F: 3 clusters Score -636483.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -636789.812500 Penalty: 848.421387
	Iteration 5Q: 3 clusters Score -636789.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -637009.437500 Penalty: 848.421387
	Iteration 6Q: 3 clusters Score -637009.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -637181.812500 Penalty: 848.421387
	Iteration 7Q: 3 clusters Score -637181.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -637303.000000 Penalty: 848.421387
	Iteration 8Q: 3 clusters Score -637303 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -637389.000000 Penalty: 848.421387
	Iteration 9Q: 3 clusters Score -637389 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -637445.875000 Penalty: 848.421387
	Iteration 10Q: 3 clusters Score -637445.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -637479.625000 Penalty: 848.421387
	Iteration 11Q: 3 clusters Score -637479.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -637498.375000 Penalty: 848.421387
	Iteration 12Q: 3 clusters Score -637498.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -637520.000000 Penalty: 848.421387
	Iteration 13Q: 3 clusters Score -637520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -637535.375000 Penalty: 848.421387
	Iteration 14Q: 3 clusters Score -637535.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -637541.687500 Penalty: 848.421387
	Iteration 15Q: 3 clusters Score -637541.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -637550.125000 Penalty: 848.421387
	Iteration 16Q: 3 clusters Score -637550.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -637560.875000 Penalty: 848.421387
	Iteration 17Q: 3 clusters Score -637560.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -637569.812500 Penalty: 848.421387
	Iteration 18Q: 3 clusters Score -637569.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -637573.937500 Penalty: 848.421387
	Iteration 19Q: 3 clusters Score -637573.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -637580.750000 Penalty: 848.421387
	Iteration 20F: 3 clusters Score -637580.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -637588.312500 Penalty: 848.421387
	Iteration 21Q: 3 clusters Score -637588.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -637596.312500 Penalty: 848.421387
	Iteration 22Q: 3 clusters Score -637596.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -637608.500000 Penalty: 848.421387
	Iteration 23Q: 3 clusters Score -637608.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -637625.937500 Penalty: 848.421387
	Iteration 24Q: 3 clusters Score -637625.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -637640.312500 Penalty: 848.421387
	Iteration 25Q: 3 clusters Score -637640.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -637649.625000 Penalty: 848.421387
	Iteration 26Q: 3 clusters Score -637649.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -637658.250000 Penalty: 848.421387
	Iteration 27Q: 3 clusters Score -637658.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -637665.562500 Penalty: 848.421387
	Iteration 28Q: 3 clusters Score -637665.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -637674.125000 Penalty: 848.421387
	Iteration 29Q: 3 clusters Score -637674.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -637681.250000 Penalty: 848.421387
	Iteration 30Q: 3 clusters Score -637681.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -637685.250000 Penalty: 848.421387
	Iteration 31Q: 3 clusters Score -637685.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -637687.937500 Penalty: 848.421387
	Iteration 32Q: 3 clusters Score -637687.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -637691.562500 Penalty: 848.421387
	Iteration 33Q: 3 clusters Score -637691.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -637695.125000 Penalty: 848.421387
	Iteration 34Q: 3 clusters Score -637695.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -637698.562500 Penalty: 848.421387
	Iteration 35Q: 3 clusters Score -637698.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -637699.500000 Penalty: 848.421387
	Iteration 36Q: 3 clusters Score -637699.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -637700.812500 Penalty: 848.421387
	Iteration 37Q: 3 clusters Score -637700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -637700.687500 Penalty: 848.421387
	Iteration 38Q: 3 clusters Score -637700.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -637700.750000 Penalty: 848.421387
	Iteration 39Q: 3 clusters Score -637700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -637701.562500 Penalty: 848.421387
	Iteration 40F: 3 clusters Score -637701.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -637701.375000 Penalty: 848.421387
	Iteration 41Q: 3 clusters Score -637701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -637701.687500 Penalty: 848.421387
	Iteration 42Q: 3 clusters Score -637701.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -637701.687500 Penalty: 848.421387
	Iteration 43F: 3 clusters Score -637701.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -31207.332031 Penalty: 323.499512
	Iteration 0F: 2 clusters Score -31207.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -30369.978516 Penalty: 646.999023
	Iteration 0F: 3 clusters Score -30369.98 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -31360.800781 Penalty: 646.999023
	Iteration 1F: 3 clusters Score -31360.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -31762.427734 Penalty: 646.999023
	Iteration 2F: 3 clusters Score -31762.43 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -32006.332031 Penalty: 646.999023
	Iteration 3F: 3 clusters Score -32006.33 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -32120.937500 Penalty: 646.999023
	Iteration 4F: 3 clusters Score -32120.94 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -32184.250000 Penalty: 646.999023
	Iteration 5Q: 3 clusters Score -32184.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -32209.216797 Penalty: 646.999023
	Iteration 6Q: 3 clusters Score -32209.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -32222.113281 Penalty: 646.999023
	Iteration 7Q: 3 clusters Score -32222.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -32226.394531 Penalty: 646.999023
	Iteration 8Q: 3 clusters Score -32226.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -32228.611328 Penalty: 646.999023
	Iteration 9Q: 3 clusters Score -32228.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -32229.787109 Penalty: 646.999023
	Iteration 10Q: 3 clusters Score -32229.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -32231.328125 Penalty: 646.999023
	Iteration 11Q: 3 clusters Score -32231.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -32234.349609 Penalty: 646.999023
	Iteration 12Q: 3 clusters Score -32234.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -32235.105469 Penalty: 646.999023
	Iteration 13Q: 3 clusters Score -32235.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -32235.365234 Penalty: 646.999023
	Iteration 14Q: 3 clusters Score -32235.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -32235.365234 Penalty: 646.999023
	Iteration 15F: 3 clusters Score -32235.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 1496 members 
Mstep: Class 11 contains 481 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 34393 members 
Mstep: Class 15 contains 12867 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 553 members 
Mstep: Class 20 contains 101807 members 
Mstep: Class 21 contains 1042 members 
Entering Unmasked Estep 
Score: -10118953.000000 Penalty: 11607.376953
Splitting cluster 7 changes total score from -10113362.000000 to -10118953.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 9 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -44234.371094 Penalty: 314.575043
	Iteration 0F: 2 clusters Score -44234.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -43488.617188 Penalty: 629.150085
	Iteration 0F: 3 clusters Score -43488.62 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -44029.539062 Penalty: 629.150085
	Iteration 1F: 3 clusters Score -44029.54 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -44201.343750 Penalty: 629.150085
	Iteration 2F: 3 clusters Score -44201.34 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -44282.777344 Penalty: 629.150085
	Iteration 3F: 3 clusters Score -44282.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -44319.550781 Penalty: 629.150085
	Iteration 4Q: 3 clusters Score -44319.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44336.425781 Penalty: 629.150085
	Iteration 5Q: 3 clusters Score -44336.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -44343.960938 Penalty: 629.150085
	Iteration 6Q: 3 clusters Score -44343.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -44349.535156 Penalty: 629.150085
	Iteration 7Q: 3 clusters Score -44349.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44358.695312 Penalty: 629.150085
	Iteration 8Q: 3 clusters Score -44358.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44368.886719 Penalty: 629.150085
	Iteration 9Q: 3 clusters Score -44368.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -44381.121094 Penalty: 629.150085
	Iteration 10Q: 3 clusters Score -44381.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -44387.054688 Penalty: 629.150085
	Iteration 11Q: 3 clusters Score -44387.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -44391.082031 Penalty: 629.150085
	Iteration 12Q: 3 clusters Score -44391.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44394.539062 Penalty: 629.150085
	Iteration 13Q: 3 clusters Score -44394.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -44395.324219 Penalty: 629.150085
	Iteration 14Q: 3 clusters Score -44395.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -44396.074219 Penalty: 629.150085
	Iteration 15Q: 3 clusters Score -44396.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -44396.691406 Penalty: 629.150085
	Iteration 16Q: 3 clusters Score -44396.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -44397.214844 Penalty: 629.150085
	Iteration 17Q: 3 clusters Score -44397.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -44397.390625 Penalty: 629.150085
	Iteration 18Q: 3 clusters Score -44397.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -44397.390625 Penalty: 629.150085
	Iteration 19F: 3 clusters Score -44397.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 1496 members 
Mstep: Class 11 contains 481 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 34393 members 
Mstep: Class 15 contains 12867 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 553 members 
Mstep: Class 20 contains 101807 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
Score: -10118879.000000 Penalty: 12160.109375
Splitting cluster 9 changes total score from -10113362.000000 to -10118879.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -72929.507812 Penalty: 332.630035
	Iteration 0F: 2 clusters Score -72929.51 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 751 members 
Entering Unmasked Estep 
Score: -71902.507812 Penalty: 665.260071
	Iteration 0F: 3 clusters Score -71902.51 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -73107.320312 Penalty: 665.260071
	Iteration 1F: 3 clusters Score -73107.32 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73562.789062 Penalty: 665.260071
	Iteration 2F: 3 clusters Score -73562.79 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -73797.632812 Penalty: 665.260071
	Iteration 3F: 3 clusters Score -73797.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -73880.921875 Penalty: 665.260071
	Iteration 4Q: 3 clusters Score -73880.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -73915.765625 Penalty: 665.260071
	Iteration 5Q: 3 clusters Score -73915.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -73933.546875 Penalty: 665.260071
	Iteration 6Q: 3 clusters Score -73933.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -73941.570312 Penalty: 665.260071
	Iteration 7Q: 3 clusters Score -73941.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -73950.664062 Penalty: 665.260071
	Iteration 8Q: 3 clusters Score -73950.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -73955.070312 Penalty: 665.260071
	Iteration 9Q: 3 clusters Score -73955.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -73960.734375 Penalty: 665.260071
	Iteration 10Q: 3 clusters Score -73960.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -73965.148438 Penalty: 665.260071
	Iteration 11Q: 3 clusters Score -73965.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -73968.593750 Penalty: 665.260071
	Iteration 12Q: 3 clusters Score -73968.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -73968.914062 Penalty: 665.260071
	Iteration 13Q: 3 clusters Score -73968.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73969.601562 Penalty: 665.260071
	Iteration 14Q: 3 clusters Score -73969.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73969.601562 Penalty: 665.260071
	Iteration 15F: 3 clusters Score -73969.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 481 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 34393 members 
Mstep: Class 15 contains 12867 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 553 members 
Mstep: Class 20 contains 101807 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 529 members 
Entering Unmasked Estep 
Score: -10119681.000000 Penalty: 12712.841797
Splitting cluster 10 changes total score from -10113362.000000 to -10119681.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -23744.785156 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -23744.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23275.470703 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -23275.47 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23528.074219 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -23528.07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23781.107422 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -23781.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23917.613281 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -23917.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23961.740234 Penalty: 562.003906
	Iteration 4F: 3 clusters Score -23961.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23991.955078 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -23991.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24006.306641 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -24006.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24014.656250 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -24014.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24017.304688 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -24017.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24021.074219 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -24021.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24025.898438 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -24025.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24028.984375 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -24028.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24043.671875 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -24043.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24060.218750 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -24060.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24071.855469 Penalty: 562.003906
	Iteration 14Q: 3 clusters Score -24071.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24095.025391 Penalty: 562.003906
	Iteration 15Q: 3 clusters Score -24095.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24162.404297 Penalty: 562.003906
	Iteration 16Q: 3 clusters Score -24162.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24236.988281 Penalty: 562.003906
	Iteration 17Q: 3 clusters Score -24236.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24271.091797 Penalty: 562.003906
	Iteration 18Q: 3 clusters Score -24271.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24287.298828 Penalty: 562.003906
	Iteration 19Q: 3 clusters Score -24287.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24301.994141 Penalty: 562.003906
	Iteration 20F: 3 clusters Score -24301.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 243 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 34393 members 
Mstep: Class 15 contains 12867 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 553 members 
Mstep: Class 20 contains 101807 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 238 members 
Entering Unmasked Estep 
Score: -10119955.000000 Penalty: 13265.574219
Splitting cluster 11 changes total score from -10113362.000000 to -10119955.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -9812.082031 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -9812.082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9544.120117 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -9544.12 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9634.400391 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -9634.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9687.180664 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -9687.181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9735.470703 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -9735.471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9743.470703 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -9743.471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9760.682617 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -9760.683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9762.413086 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -9762.413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9763.310547 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -9763.311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9763.310547 Penalty: 492.052612
	Iteration 8F: 3 clusters Score -9763.311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -9975.855469 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -9975.855 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 119 members 
Entering Unmasked Estep 
Score: -9711.962891 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -9711.963 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9863.291992 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -9863.292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9891.826172 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -9891.826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9899.885742 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -9899.886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9906.642578 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -9906.643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9910.423828 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -9910.424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9911.435547 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -9911.436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9912.154297 Penalty: 491.232819
	Iteration 7Q: 3 clusters Score -9912.154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9912.475586 Penalty: 491.232819
	Iteration 8Q: 3 clusters Score -9912.476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9913.618164 Penalty: 491.232819
	Iteration 9Q: 3 clusters Score -9913.618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9913.881836 Penalty: 491.232819
	Iteration 10Q: 3 clusters Score -9913.882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9913.881836 Penalty: 491.232819
	Iteration 11F: 3 clusters Score -9913.882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Entering Unmasked Estep 
Score: -1824105.000000 Penalty: 475.275177
	Iteration 0F: 2 clusters Score -1824105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -1801079.750000 Penalty: 950.550354
	Iteration 0F: 3 clusters Score -1801080 nChanged 16554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1812652.125000 Penalty: 950.550354
	Iteration 1F: 3 clusters Score -1812652 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1815674.625000 Penalty: 950.550354
	Iteration 2F: 3 clusters Score -1815675 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1819255.875000 Penalty: 950.550354
	Iteration 3F: 3 clusters Score -1819256 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1822124.750000 Penalty: 950.550354
	Iteration 4F: 3 clusters Score -1822125 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1823752.500000 Penalty: 950.550354
	Iteration 5F: 3 clusters Score -1823752 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1824679.250000 Penalty: 950.550354
	Iteration 6Q: 3 clusters Score -1824679 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1825319.250000 Penalty: 950.550354
	Iteration 7Q: 3 clusters Score -1825319 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1825753.875000 Penalty: 950.550354
	Iteration 8Q: 3 clusters Score -1825754 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1825945.750000 Penalty: 950.550354
	Iteration 9Q: 3 clusters Score -1825946 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1826063.125000 Penalty: 950.550354
	Iteration 10Q: 3 clusters Score -1826063 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1826119.375000 Penalty: 950.550354
	Iteration 11Q: 3 clusters Score -1826119 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1826143.000000 Penalty: 950.550354
	Iteration 12Q: 3 clusters Score -1826143 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1826145.875000 Penalty: 950.550354
	Iteration 13Q: 3 clusters Score -1826146 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1826148.250000 Penalty: 950.550354
	Iteration 14Q: 3 clusters Score -1826148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1826156.625000 Penalty: 950.550354
	Iteration 15Q: 3 clusters Score -1826157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1826162.375000 Penalty: 950.550354
	Iteration 16Q: 3 clusters Score -1826162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1826162.750000 Penalty: 950.550354
	Iteration 17Q: 3 clusters Score -1826163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1826167.375000 Penalty: 950.550354
	Iteration 18Q: 3 clusters Score -1826167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1826169.875000 Penalty: 950.550354
	Iteration 19Q: 3 clusters Score -1826170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1826173.000000 Penalty: 950.550354
	Iteration 20F: 3 clusters Score -1826173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1826172.000000 Penalty: 950.550354
	Iteration 21Q: 3 clusters Score -1826172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1826172.500000 Penalty: 950.550354
	Iteration 22Q: 3 clusters Score -1826172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1826171.375000 Penalty: 950.550354
	Iteration 23Q: 3 clusters Score -1826171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1826170.000000 Penalty: 950.550354
	Iteration 24Q: 3 clusters Score -1826170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1826169.000000 Penalty: 950.550354
	Iteration 25Q: 3 clusters Score -1826169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1826168.625000 Penalty: 950.550354
	Iteration 26Q: 3 clusters Score -1826169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1826168.625000 Penalty: 950.550354
	Iteration 27F: 3 clusters Score -1826169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 243 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 32492 members 
Mstep: Class 15 contains 12867 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 553 members 
Mstep: Class 20 contains 101807 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 238 members 
Mstep: Class 25 contains 1901 members 
Entering Unmasked Estep 
Score: -10121925.000000 Penalty: 13818.306641
Splitting cluster 14 changes total score from -10113362.000000 to -10121925.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (12867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Entering Unmasked Estep 
Score: -712927.437500 Penalty: 430.540161
	Iteration 0F: 2 clusters Score -712927.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -704389.625000 Penalty: 861.080322
	Iteration 0F: 3 clusters Score -704389.6 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -708537.812500 Penalty: 861.080322
	Iteration 1F: 3 clusters Score -708537.8 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -709463.437500 Penalty: 861.080322
	Iteration 2F: 3 clusters Score -709463.4 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -710406.250000 Penalty: 861.080322
	Iteration 3F: 3 clusters Score -710406.2 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -711162.000000 Penalty: 861.080322
	Iteration 4F: 3 clusters Score -711162 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -711597.750000 Penalty: 861.080322
	Iteration 5Q: 3 clusters Score -711597.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -711905.125000 Penalty: 861.080322
	Iteration 6Q: 3 clusters Score -711905.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -712190.187500 Penalty: 861.080322
	Iteration 7Q: 3 clusters Score -712190.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -712474.375000 Penalty: 861.080322
	Iteration 8Q: 3 clusters Score -712474.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -712682.562500 Penalty: 861.080322
	Iteration 9Q: 3 clusters Score -712682.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -712808.562500 Penalty: 861.080322
	Iteration 10Q: 3 clusters Score -712808.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -712864.562500 Penalty: 861.080322
	Iteration 11Q: 3 clusters Score -712864.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -712890.750000 Penalty: 861.080322
	Iteration 12Q: 3 clusters Score -712890.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -712908.312500 Penalty: 861.080322
	Iteration 13Q: 3 clusters Score -712908.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -712917.187500 Penalty: 861.080322
	Iteration 14Q: 3 clusters Score -712917.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -712919.437500 Penalty: 861.080322
	Iteration 15Q: 3 clusters Score -712919.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -712923.687500 Penalty: 861.080322
	Iteration 16Q: 3 clusters Score -712923.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -712926.437500 Penalty: 861.080322
	Iteration 17Q: 3 clusters Score -712926.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -712926.750000 Penalty: 861.080322
	Iteration 18Q: 3 clusters Score -712926.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -712926.250000 Penalty: 861.080322
	Iteration 19Q: 3 clusters Score -712926.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -712926.312500 Penalty: 861.080322
	Iteration 20F: 3 clusters Score -712926.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -712927.812500 Penalty: 861.080322
	Iteration 21Q: 3 clusters Score -712927.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -712928.125000 Penalty: 861.080322
	Iteration 22Q: 3 clusters Score -712928.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -712929.437500 Penalty: 861.080322
	Iteration 23Q: 3 clusters Score -712929.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -712929.812500 Penalty: 861.080322
	Iteration 24Q: 3 clusters Score -712929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -712928.562500 Penalty: 861.080322
	Iteration 25Q: 3 clusters Score -712928.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -712928.750000 Penalty: 861.080322
	Iteration 26Q: 3 clusters Score -712928.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -712928.312500 Penalty: 861.080322
	Iteration 27Q: 3 clusters Score -712928.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -712930.812500 Penalty: 861.080322
	Iteration 28Q: 3 clusters Score -712930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -712929.500000 Penalty: 861.080322
	Iteration 29Q: 3 clusters Score -712929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -712929.812500 Penalty: 861.080322
	Iteration 30Q: 3 clusters Score -712929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -712929.937500 Penalty: 861.080322
	Iteration 31Q: 3 clusters Score -712929.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -712929.437500 Penalty: 861.080322
	Iteration 32Q: 3 clusters Score -712929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -712929.437500 Penalty: 861.080322
	Iteration 33F: 3 clusters Score -712929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 243 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 32492 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 553 members 
Mstep: Class 20 contains 101807 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 238 members 
Mstep: Class 25 contains 1901 members 
Mstep: Class 26 contains 9924 members 
Entering Unmasked Estep 
Score: -10121810.000000 Penalty: 14371.039062
Splitting cluster 15 changes total score from -10113362.000000 to -10121810.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -59196.953125 Penalty: 319.499939
	Iteration 0F: 2 clusters Score -59196.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -58343.261719 Penalty: 638.999878
	Iteration 0F: 3 clusters Score -58343.26 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -58752.238281 Penalty: 638.999878
	Iteration 1F: 3 clusters Score -58752.24 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -58864.929688 Penalty: 638.999878
	Iteration 2F: 3 clusters Score -58864.93 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -58949.214844 Penalty: 638.999878
	Iteration 3F: 3 clusters Score -58949.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -58992.960938 Penalty: 638.999878
	Iteration 4Q: 3 clusters Score -58992.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -59017.703125 Penalty: 638.999878
	Iteration 5Q: 3 clusters Score -59017.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -59050.347656 Penalty: 638.999878
	Iteration 6Q: 3 clusters Score -59050.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -59071.628906 Penalty: 638.999878
	Iteration 7Q: 3 clusters Score -59071.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -59092.105469 Penalty: 638.999878
	Iteration 8Q: 3 clusters Score -59092.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -59113.136719 Penalty: 638.999878
	Iteration 9Q: 3 clusters Score -59113.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -59124.644531 Penalty: 638.999878
	Iteration 10Q: 3 clusters Score -59124.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -59141.625000 Penalty: 638.999878
	Iteration 11Q: 3 clusters Score -59141.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -59152.976562 Penalty: 638.999878
	Iteration 12Q: 3 clusters Score -59152.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -59157.074219 Penalty: 638.999878
	Iteration 13Q: 3 clusters Score -59157.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -59158.800781 Penalty: 638.999878
	Iteration 14Q: 3 clusters Score -59158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -59160.867188 Penalty: 638.999878
	Iteration 15Q: 3 clusters Score -59160.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -59161.960938 Penalty: 638.999878
	Iteration 16Q: 3 clusters Score -59161.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -59162.457031 Penalty: 638.999878
	Iteration 17Q: 3 clusters Score -59162.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -59162.457031 Penalty: 638.999878
	Iteration 18F: 3 clusters Score -59162.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Entering Unmasked Estep 
Score: -382028.093750 Penalty: 405.920227
	Iteration 0F: 2 clusters Score -382028.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -377069.906250 Penalty: 811.840454
	Iteration 0F: 3 clusters Score -377069.9 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -379621.843750 Penalty: 811.840454
	Iteration 1F: 3 clusters Score -379621.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -380303.875000 Penalty: 811.840454
	Iteration 2F: 3 clusters Score -380303.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -380920.906250 Penalty: 811.840454
	Iteration 3F: 3 clusters Score -380920.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -381353.593750 Penalty: 811.840454
	Iteration 4F: 3 clusters Score -381353.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -381624.406250 Penalty: 811.840454
	Iteration 5F: 3 clusters Score -381624.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -381764.656250 Penalty: 811.840454
	Iteration 6Q: 3 clusters Score -381764.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -381869.500000 Penalty: 811.840454
	Iteration 7Q: 3 clusters Score -381869.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -381936.437500 Penalty: 811.840454
	Iteration 8Q: 3 clusters Score -381936.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -381978.781250 Penalty: 811.840454
	Iteration 9Q: 3 clusters Score -381978.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -382016.375000 Penalty: 811.840454
	Iteration 10Q: 3 clusters Score -382016.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -382051.093750 Penalty: 811.840454
	Iteration 11Q: 3 clusters Score -382051.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -382078.875000 Penalty: 811.840454
	Iteration 12Q: 3 clusters Score -382078.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -382102.812500 Penalty: 811.840454
	Iteration 13Q: 3 clusters Score -382102.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -382121.000000 Penalty: 811.840454
	Iteration 14Q: 3 clusters Score -382121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -382138.781250 Penalty: 811.840454
	Iteration 15Q: 3 clusters Score -382138.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -382163.281250 Penalty: 811.840454
	Iteration 16Q: 3 clusters Score -382163.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -382209.656250 Penalty: 811.840454
	Iteration 17Q: 3 clusters Score -382209.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -382256.250000 Penalty: 811.840454
	Iteration 18Q: 3 clusters Score -382256.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -382319.250000 Penalty: 811.840454
	Iteration 19Q: 3 clusters Score -382319.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -382380.406250 Penalty: 811.840454
	Iteration 20F: 3 clusters Score -382380.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -382424.687500 Penalty: 811.840454
	Iteration 21Q: 3 clusters Score -382424.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -382452.937500 Penalty: 811.840454
	Iteration 22Q: 3 clusters Score -382452.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -382483.406250 Penalty: 811.840454
	Iteration 23Q: 3 clusters Score -382483.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -382505.656250 Penalty: 811.840454
	Iteration 24Q: 3 clusters Score -382505.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -382517.781250 Penalty: 811.840454
	Iteration 25Q: 3 clusters Score -382517.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -382532.343750 Penalty: 811.840454
	Iteration 26Q: 3 clusters Score -382532.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -382544.562500 Penalty: 811.840454
	Iteration 27Q: 3 clusters Score -382544.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -382558.593750 Penalty: 811.840454
	Iteration 28Q: 3 clusters Score -382558.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -382568.812500 Penalty: 811.840454
	Iteration 29Q: 3 clusters Score -382568.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -382574.750000 Penalty: 811.840454
	Iteration 30Q: 3 clusters Score -382574.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -382578.125000 Penalty: 811.840454
	Iteration 31Q: 3 clusters Score -382578.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -382580.593750 Penalty: 811.840454
	Iteration 32Q: 3 clusters Score -382580.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -382582.375000 Penalty: 811.840454
	Iteration 33Q: 3 clusters Score -382582.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -382583.187500 Penalty: 811.840454
	Iteration 34Q: 3 clusters Score -382583.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -382584.562500 Penalty: 811.840454
	Iteration 35Q: 3 clusters Score -382584.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -382584.187500 Penalty: 811.840454
	Iteration 36Q: 3 clusters Score -382584.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -382585.187500 Penalty: 811.840454
	Iteration 37Q: 3 clusters Score -382585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -382585.343750 Penalty: 811.840454
	Iteration 38Q: 3 clusters Score -382585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -382585.968750 Penalty: 811.840454
	Iteration 39Q: 3 clusters Score -382586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -382587.187500 Penalty: 811.840454
	Iteration 40F: 3 clusters Score -382587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -382587.968750 Penalty: 811.840454
	Iteration 41Q: 3 clusters Score -382588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -382588.656250 Penalty: 811.840454
	Iteration 42Q: 3 clusters Score -382588.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -382590.562500 Penalty: 811.840454
	Iteration 43Q: 3 clusters Score -382590.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -382590.906250 Penalty: 811.840454
	Iteration 44Q: 3 clusters Score -382590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -382590.843750 Penalty: 811.840454
	Iteration 45Q: 3 clusters Score -382590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -382590.937500 Penalty: 811.840454
	Iteration 46Q: 3 clusters Score -382590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -382591.625000 Penalty: 811.840454
	Iteration 47Q: 3 clusters Score -382591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -382591.687500 Penalty: 811.840454
	Iteration 48Q: 3 clusters Score -382591.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -382592.156250 Penalty: 811.840454
	Iteration 49Q: 3 clusters Score -382592.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -382592.250000 Penalty: 811.840454
	Iteration 50Q: 3 clusters Score -382592.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -382591.375000 Penalty: 811.840454
	Iteration 51Q: 3 clusters Score -382591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -382593.062500 Penalty: 811.840454
	Iteration 52Q: 3 clusters Score -382593.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -382592.843750 Penalty: 811.840454
	Iteration 53Q: 3 clusters Score -382592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -382591.968750 Penalty: 811.840454
	Iteration 54Q: 3 clusters Score -382592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -382592.656250 Penalty: 811.840454
	Iteration 55Q: 3 clusters Score -382592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -382592.781250 Penalty: 811.840454
	Iteration 56Q: 3 clusters Score -382592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -382593.000000 Penalty: 811.840454
	Iteration 57Q: 3 clusters Score -382593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -382592.562500 Penalty: 811.840454
	Iteration 58Q: 3 clusters Score -382592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -382592.843750 Penalty: 811.840454
	Iteration 59Q: 3 clusters Score -382592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -382592.468750 Penalty: 811.840454
	Iteration 60F: 3 clusters Score -382592.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -382592.781250 Penalty: 811.840454
	Iteration 61Q: 3 clusters Score -382592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -382592.343750 Penalty: 811.840454
	Iteration 62Q: 3 clusters Score -382592.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -382592.343750 Penalty: 811.840454
	Iteration 63F: 3 clusters Score -382592.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 243 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 32492 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 4464 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 553 members 
Mstep: Class 20 contains 101807 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 238 members 
Mstep: Class 25 contains 1901 members 
Mstep: Class 26 contains 9924 members 
Mstep: Class 27 contains 3026 members 
Entering Unmasked Estep 
Score: -10122212.000000 Penalty: 14923.770508
Splitting cluster 17 changes total score from -10113362.000000 to -10122212.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -19417.650391 Penalty: 287.348785
	Iteration 0F: 2 clusters Score -19417.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18963.095703 Penalty: 574.697571
	Iteration 0F: 3 clusters Score -18963.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19318.820312 Penalty: 574.697571
	Iteration 1F: 3 clusters Score -19318.82 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19507.771484 Penalty: 574.697571
	Iteration 2F: 3 clusters Score -19507.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19667.671875 Penalty: 574.697571
	Iteration 3F: 3 clusters Score -19667.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19761.548828 Penalty: 574.697571
	Iteration 4F: 3 clusters Score -19761.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19811.855469 Penalty: 574.697571
	Iteration 5Q: 3 clusters Score -19811.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19844.572266 Penalty: 574.697571
	Iteration 6Q: 3 clusters Score -19844.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19853.486328 Penalty: 574.697571
	Iteration 7Q: 3 clusters Score -19853.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19855.279297 Penalty: 574.697571
	Iteration 8Q: 3 clusters Score -19855.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19856.046875 Penalty: 574.697571
	Iteration 9Q: 3 clusters Score -19856.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19856.046875 Penalty: 574.697571
	Iteration 10F: 3 clusters Score -19856.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 243 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 32492 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 4464 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 101807 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 238 members 
Mstep: Class 25 contains 1901 members 
Mstep: Class 26 contains 9924 members 
Mstep: Class 27 contains 3026 members 
Mstep: Class 28 contains 245 members 
Entering Unmasked Estep 
Score: -10122390.000000 Penalty: 15476.502930
Splitting cluster 19 changes total score from -10113362.000000 to -10122390.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (101807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101807 members 
Entering Unmasked Estep 
Score: -5860966.000000 Penalty: 524.652954
	Iteration 0F: 2 clusters Score -5860966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -5796845.000000 Penalty: 1049.305908
	Iteration 0F: 3 clusters Score -5796845 nChanged 49818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -5829389.500000 Penalty: 1049.305908
	Iteration 1F: 3 clusters Score -5829390 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -5831682.500000 Penalty: 1049.305908
	Iteration 2F: 3 clusters Score -5831682 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -5834201.500000 Penalty: 1049.305908
	Iteration 3F: 3 clusters Score -5834202 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -5836997.000000 Penalty: 1049.305908
	Iteration 4F: 3 clusters Score -5836997 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -5840380.500000 Penalty: 1049.305908
	Iteration 5F: 3 clusters Score -5840380 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -5843788.000000 Penalty: 1049.305908
	Iteration 6F: 3 clusters Score -5843788 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -5846740.000000 Penalty: 1049.305908
	Iteration 7F: 3 clusters Score -5846740 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -5849019.000000 Penalty: 1049.305908
	Iteration 8Q: 3 clusters Score -5849019 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75380 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -5850477.000000 Penalty: 1049.305908
	Iteration 9Q: 3 clusters Score -5850477 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -5851464.500000 Penalty: 1049.305908
	Iteration 10Q: 3 clusters Score -5851464 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78567 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -5852103.000000 Penalty: 1049.305908
	Iteration 11Q: 3 clusters Score -5852103 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5852533.500000 Penalty: 1049.305908
	Iteration 12Q: 3 clusters Score -5852534 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80978 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -5852904.500000 Penalty: 1049.305908
	Iteration 13Q: 3 clusters Score -5852904 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -5853243.500000 Penalty: 1049.305908
	Iteration 14Q: 3 clusters Score -5853244 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5853589.500000 Penalty: 1049.305908
	Iteration 15Q: 3 clusters Score -5853590 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -5853941.000000 Penalty: 1049.305908
	Iteration 16Q: 3 clusters Score -5853941 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85070 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -5854242.500000 Penalty: 1049.305908
	Iteration 17Q: 3 clusters Score -5854242 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -5854575.000000 Penalty: 1049.305908
	Iteration 18Q: 3 clusters Score -5854575 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -5854926.500000 Penalty: 1049.305908
	Iteration 19Q: 3 clusters Score -5854926 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -5855277.000000 Penalty: 1049.305908
	Iteration 20F: 3 clusters Score -5855277 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -5855621.500000 Penalty: 1049.305908
	Iteration 21Q: 3 clusters Score -5855622 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -5855941.500000 Penalty: 1049.305908
	Iteration 22Q: 3 clusters Score -5855942 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90683 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -5856245.000000 Penalty: 1049.305908
	Iteration 23Q: 3 clusters Score -5856245 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -5856540.500000 Penalty: 1049.305908
	Iteration 24Q: 3 clusters Score -5856540 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92370 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -5856775.500000 Penalty: 1049.305908
	Iteration 25Q: 3 clusters Score -5856776 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -5857112.500000 Penalty: 1049.305908
	Iteration 26Q: 3 clusters Score -5857112 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -5857441.500000 Penalty: 1049.305908
	Iteration 27Q: 3 clusters Score -5857442 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94679 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -5857737.000000 Penalty: 1049.305908
	Iteration 28Q: 3 clusters Score -5857737 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95398 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -5858078.000000 Penalty: 1049.305908
	Iteration 29Q: 3 clusters Score -5858078 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -5858365.500000 Penalty: 1049.305908
	Iteration 30Q: 3 clusters Score -5858366 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96714 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -5858638.500000 Penalty: 1049.305908
	Iteration 31Q: 3 clusters Score -5858638 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -5858812.500000 Penalty: 1049.305908
	Iteration 32Q: 3 clusters Score -5858812 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97692 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -5859041.000000 Penalty: 1049.305908
	Iteration 33Q: 3 clusters Score -5859041 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98134 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -5859299.500000 Penalty: 1049.305908
	Iteration 34Q: 3 clusters Score -5859300 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98505 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5859502.500000 Penalty: 1049.305908
	Iteration 35Q: 3 clusters Score -5859502 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98817 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -5859689.500000 Penalty: 1049.305908
	Iteration 36Q: 3 clusters Score -5859690 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99089 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5859853.500000 Penalty: 1049.305908
	Iteration 37Q: 3 clusters Score -5859854 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5860005.500000 Penalty: 1049.305908
	Iteration 38Q: 3 clusters Score -5860006 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5860131.500000 Penalty: 1049.305908
	Iteration 39Q: 3 clusters Score -5860132 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99771 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5860245.500000 Penalty: 1049.305908
	Iteration 40F: 3 clusters Score -5860246 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5860350.500000 Penalty: 1049.305908
	Iteration 41Q: 3 clusters Score -5860350 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5860433.000000 Penalty: 1049.305908
	Iteration 42Q: 3 clusters Score -5860433 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100215 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5860482.000000 Penalty: 1049.305908
	Iteration 43Q: 3 clusters Score -5860482 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100318 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5860532.500000 Penalty: 1049.305908
	Iteration 44Q: 3 clusters Score -5860532 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100427 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5860578.000000 Penalty: 1049.305908
	Iteration 45Q: 3 clusters Score -5860578 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5860627.500000 Penalty: 1049.305908
	Iteration 46Q: 3 clusters Score -5860628 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100628 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5860683.000000 Penalty: 1049.305908
	Iteration 47Q: 3 clusters Score -5860683 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100706 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5860721.000000 Penalty: 1049.305908
	Iteration 48Q: 3 clusters Score -5860721 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100780 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5860746.500000 Penalty: 1049.305908
	Iteration 49Q: 3 clusters Score -5860746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100832 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5860789.500000 Penalty: 1049.305908
	Iteration 50Q: 3 clusters Score -5860790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100878 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5860811.500000 Penalty: 1049.305908
	Iteration 51Q: 3 clusters Score -5860812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5860840.500000 Penalty: 1049.305908
	Iteration 52Q: 3 clusters Score -5860840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100947 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5860857.500000 Penalty: 1049.305908
	Iteration 53Q: 3 clusters Score -5860858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100975 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5860862.500000 Penalty: 1049.305908
	Iteration 54Q: 3 clusters Score -5860862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100991 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5860873.000000 Penalty: 1049.305908
	Iteration 55Q: 3 clusters Score -5860873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101013 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5860884.000000 Penalty: 1049.305908
	Iteration 56Q: 3 clusters Score -5860884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101037 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5860907.000000 Penalty: 1049.305908
	Iteration 57Q: 3 clusters Score -5860907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5860903.000000 Penalty: 1049.305908
	Iteration 58Q: 3 clusters Score -5860903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5860905.500000 Penalty: 1049.305908
	Iteration 59Q: 3 clusters Score -5860906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101062 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5860904.000000 Penalty: 1049.305908
	Iteration 60F: 3 clusters Score -5860904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5860910.500000 Penalty: 1049.305908
	Iteration 61Q: 3 clusters Score -5860910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5860916.000000 Penalty: 1049.305908
	Iteration 62Q: 3 clusters Score -5860916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101080 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5860914.000000 Penalty: 1049.305908
	Iteration 63Q: 3 clusters Score -5860914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5860915.500000 Penalty: 1049.305908
	Iteration 64Q: 3 clusters Score -5860916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101084 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5860932.500000 Penalty: 1049.305908
	Iteration 65Q: 3 clusters Score -5860932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5860942.000000 Penalty: 1049.305908
	Iteration 66Q: 3 clusters Score -5860942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101095 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5860948.500000 Penalty: 1049.305908
	Iteration 67Q: 3 clusters Score -5860948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101106 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5860959.000000 Penalty: 1049.305908
	Iteration 68Q: 3 clusters Score -5860959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101126 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5860967.000000 Penalty: 1049.305908
	Iteration 69Q: 3 clusters Score -5860967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101145 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5860984.500000 Penalty: 1049.305908
	Iteration 70Q: 3 clusters Score -5860984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101158 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5860979.000000 Penalty: 1049.305908
	Iteration 71Q: 3 clusters Score -5860979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101166 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5860996.500000 Penalty: 1049.305908
	Iteration 72Q: 3 clusters Score -5860996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101172 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5860996.000000 Penalty: 1049.305908
	Iteration 73Q: 3 clusters Score -5860996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101176 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5860992.000000 Penalty: 1049.305908
	Iteration 74Q: 3 clusters Score -5860992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101179 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5860998.000000 Penalty: 1049.305908
	Iteration 75Q: 3 clusters Score -5860998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5861002.000000 Penalty: 1049.305908
	Iteration 76Q: 3 clusters Score -5861002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5861002.000000 Penalty: 1049.305908
	Iteration 77Q: 3 clusters Score -5861002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5861004.500000 Penalty: 1049.305908
	Iteration 78Q: 3 clusters Score -5861004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5861004.500000 Penalty: 1049.305908
	Iteration 79F: 3 clusters Score -5861004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 243 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 32492 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 4464 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 101188 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 238 members 
Mstep: Class 25 contains 1901 members 
Mstep: Class 26 contains 9924 members 
Mstep: Class 27 contains 3026 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 619 members 
Entering Unmasked Estep 
Score: -10122411.000000 Penalty: 16029.235352
Splitting cluster 20 changes total score from -10113362.000000 to -10122411.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -51561.027344 Penalty: 316.174835
	Iteration 0F: 2 clusters Score -51561.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -50763.351562 Penalty: 632.349670
	Iteration 0F: 3 clusters Score -50763.35 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -51145.816406 Penalty: 632.349670
	Iteration 1F: 3 clusters Score -51145.82 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51307.773438 Penalty: 632.349670
	Iteration 2F: 3 clusters Score -51307.77 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51465.824219 Penalty: 632.349670
	Iteration 3F: 3 clusters Score -51465.82 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51634.082031 Penalty: 632.349670
	Iteration 4F: 3 clusters Score -51634.08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51768.488281 Penalty: 632.349670
	Iteration 5F: 3 clusters Score -51768.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -51820.132812 Penalty: 632.349670
	Iteration 6Q: 3 clusters Score -51820.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -51847.792969 Penalty: 632.349670
	Iteration 7Q: 3 clusters Score -51847.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -51884.031250 Penalty: 632.349670
	Iteration 8Q: 3 clusters Score -51884.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -51897.144531 Penalty: 632.349670
	Iteration 9Q: 3 clusters Score -51897.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -51901.257812 Penalty: 632.349670
	Iteration 10Q: 3 clusters Score -51901.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -51903.441406 Penalty: 632.349670
	Iteration 11Q: 3 clusters Score -51903.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -51907.746094 Penalty: 632.349670
	Iteration 12Q: 3 clusters Score -51907.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -51914.132812 Penalty: 632.349670
	Iteration 13Q: 3 clusters Score -51914.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -51918.039062 Penalty: 632.349670
	Iteration 14Q: 3 clusters Score -51918.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -51919.238281 Penalty: 632.349670
	Iteration 15Q: 3 clusters Score -51919.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -51920.222656 Penalty: 632.349670
	Iteration 16Q: 3 clusters Score -51920.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -51922.222656 Penalty: 632.349670
	Iteration 17Q: 3 clusters Score -51922.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -51922.785156 Penalty: 632.349670
	Iteration 18Q: 3 clusters Score -51922.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -51923.718750 Penalty: 632.349670
	Iteration 19Q: 3 clusters Score -51923.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -51926.804688 Penalty: 632.349670
	Iteration 20F: 3 clusters Score -51926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -51930.726562 Penalty: 632.349670
	Iteration 21Q: 3 clusters Score -51930.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -51938.226562 Penalty: 632.349670
	Iteration 22Q: 3 clusters Score -51938.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -51946.972656 Penalty: 632.349670
	Iteration 23Q: 3 clusters Score -51946.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -51967.402344 Penalty: 632.349670
	Iteration 24Q: 3 clusters Score -51967.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -51993.457031 Penalty: 632.349670
	Iteration 25Q: 3 clusters Score -51993.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -52024.906250 Penalty: 632.349670
	Iteration 26Q: 3 clusters Score -52024.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -52055.968750 Penalty: 632.349670
	Iteration 27Q: 3 clusters Score -52055.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -52067.527344 Penalty: 632.349670
	Iteration 28Q: 3 clusters Score -52067.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -52070.296875 Penalty: 632.349670
	Iteration 29Q: 3 clusters Score -52070.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -52074.472656 Penalty: 632.349670
	Iteration 30Q: 3 clusters Score -52074.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -52076.832031 Penalty: 632.349670
	Iteration 31Q: 3 clusters Score -52076.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -52081.015625 Penalty: 632.349670
	Iteration 32Q: 3 clusters Score -52081.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -52084.765625 Penalty: 632.349670
	Iteration 33Q: 3 clusters Score -52084.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -52087.203125 Penalty: 632.349670
	Iteration 34Q: 3 clusters Score -52087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -52088.542969 Penalty: 632.349670
	Iteration 35Q: 3 clusters Score -52088.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -52089.246094 Penalty: 632.349670
	Iteration 36Q: 3 clusters Score -52089.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -52089.644531 Penalty: 632.349670
	Iteration 37Q: 3 clusters Score -52089.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -52089.644531 Penalty: 632.349670
	Iteration 38F: 3 clusters Score -52089.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 243 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 32492 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 4464 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 101188 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 238 members 
Mstep: Class 25 contains 1901 members 
Mstep: Class 26 contains 9924 members 
Mstep: Class 27 contains 3026 members 
Mstep: Class 28 contains 245 members 
Mstep: Class 29 contains 619 members 
Mstep: Class 30 contains 594 members 
Entering Unmasked Estep 
Score: -10122684.000000 Penalty: 16581.966797
Splitting cluster 21 changes total score from -10113362.000000 to -10122684.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 243 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 32492 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 4464 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 101188 members 
Mstep: Class 21 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10124860.000000 Penalty: 16581.966797
Iteration 39Q: 31 clusters Score -1.012486e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6763 members 
Mstep: Class 3 contains 1033 members 
Mstep: Class 4 contains 3190 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 11122 members 
Mstep: Class 7 contains 444 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 32696 members 
Mstep: Class 15 contains 3102 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 101357 members 
Mstep: Class 21 contains 475 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 1906 members 
Mstep: Class 26 contains 9284 members 
Mstep: Class 27 contains 3013 members 
Mstep: Class 28 contains 267 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10127254.000000 Penalty: 16581.966797
Iteration 40F: 31 clusters Score -1.012725e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 331 members 
Mstep: Class 6 contains 11077 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 1013 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 32701 members 
Mstep: Class 15 contains 3222 members 
Mstep: Class 16 contains 1154 members 
Mstep: Class 17 contains 4652 members 
Mstep: Class 18 contains 802 members 
Mstep: Class 19 contains 283 members 
Mstep: Class 20 contains 101147 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 468 members 
Mstep: Class 24 contains 242 members 
Mstep: Class 25 contains 2016 members 
Mstep: Class 26 contains 8979 members 
Mstep: Class 27 contains 3297 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10128350.000000 Penalty: 16581.966797
Iteration 41Q: 31 clusters Score -1.012835e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6695 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 1027 members 
Mstep: Class 11 contains 246 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 32799 members 
Mstep: Class 15 contains 3339 members 
Mstep: Class 16 contains 1158 members 
Mstep: Class 17 contains 4724 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 279 members 
Mstep: Class 20 contains 100948 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 453 members 
Mstep: Class 24 contains 245 members 
Mstep: Class 25 contains 2033 members 
Mstep: Class 26 contains 8709 members 
Mstep: Class 27 contains 3494 members 
Mstep: Class 28 contains 350 members 
Mstep: Class 29 contains 712 members 
Mstep: Class 30 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10128913.000000 Penalty: 16581.966797
Iteration 42Q: 31 clusters Score -1.012891e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6690 members 
Mstep: Class 3 contains 1007 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 338 members 
Mstep: Class 6 contains 11031 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1039 members 
Mstep: Class 11 contains 245 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 32926 members 
Mstep: Class 15 contains 3459 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 812 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 100764 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 435 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 2048 members 
Mstep: Class 26 contains 8457 members 
Mstep: Class 27 contains 3666 members 
Mstep: Class 28 contains 372 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10129230.000000 Penalty: 16581.966797
Iteration 43Q: 31 clusters Score -1.012923e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6684 members 
Mstep: Class 3 contains 998 members 
Mstep: Class 4 contains 3109 members 
Mstep: Class 5 contains 339 members 
Mstep: Class 6 contains 11021 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 572 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 245 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 33044 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 4786 members 
Mstep: Class 18 contains 812 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 100582 members 
Mstep: Class 21 contains 484 members 
Mstep: Class 22 contains 370 members 
Mstep: Class 23 contains 421 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 8240 members 
Mstep: Class 27 contains 3811 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 693 members 
Mstep: Class 30 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10129426.000000 Penalty: 16581.966797
Iteration 44Q: 31 clusters Score -1.012943e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6681 members 
Mstep: Class 3 contains 987 members 
Mstep: Class 4 contains 3092 members 
Mstep: Class 5 contains 338 members 
Mstep: Class 6 contains 11008 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 1045 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 33146 members 
Mstep: Class 15 contains 3691 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 100394 members 
Mstep: Class 21 contains 484 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 408 members 
Mstep: Class 24 contains 257 members 
Mstep: Class 25 contains 2086 members 
Mstep: Class 26 contains 8047 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 685 members 
Mstep: Class 30 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10129604.000000 Penalty: 16581.966797
Iteration 45Q: 31 clusters Score -1.01296e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6675 members 
Mstep: Class 3 contains 974 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 10999 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 1050 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 33265 members 
Mstep: Class 15 contains 3733 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 4833 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 100252 members 
Mstep: Class 21 contains 485 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 397 members 
Mstep: Class 24 contains 258 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 7851 members 
Mstep: Class 27 contains 4121 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 682 members 
Mstep: Class 30 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10129860.000000 Penalty: 16581.966797
Iteration 46Q: 31 clusters Score -1.012986e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6677 members 
Mstep: Class 3 contains 955 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10991 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 33365 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 4854 members 
Mstep: Class 18 contains 812 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 100120 members 
Mstep: Class 21 contains 485 members 
Mstep: Class 22 contains 394 members 
Mstep: Class 23 contains 391 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 7691 members 
Mstep: Class 27 contains 4254 members 
Mstep: Class 28 contains 457 members 
Mstep: Class 29 contains 683 members 
Mstep: Class 30 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130008.000000 Penalty: 16581.966797
Iteration 47Q: 31 clusters Score -1.013001e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6673 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10977 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 33476 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 4871 members 
Mstep: Class 18 contains 812 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 99995 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 386 members 
Mstep: Class 24 contains 263 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 4394 members 
Mstep: Class 28 contains 505 members 
Mstep: Class 29 contains 686 members 
Mstep: Class 30 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130268.000000 Penalty: 16581.966797
Iteration 48Q: 31 clusters Score -1.013027e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6670 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10970 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 1050 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 33567 members 
Mstep: Class 15 contains 3751 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 4892 members 
Mstep: Class 18 contains 812 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 99903 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 263 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 7409 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 541 members 
Mstep: Class 29 contains 688 members 
Mstep: Class 30 contains 670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130418.000000 Penalty: 16581.966797
Iteration 49Q: 31 clusters Score -1.013042e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 1051 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 33648 members 
Mstep: Class 15 contains 3730 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 4913 members 
Mstep: Class 18 contains 812 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 99806 members 
Mstep: Class 21 contains 480 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 264 members 
Mstep: Class 25 contains 2142 members 
Mstep: Class 26 contains 7282 members 
Mstep: Class 27 contains 4674 members 
Mstep: Class 28 contains 557 members 
Mstep: Class 29 contains 684 members 
Mstep: Class 30 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130511.000000 Penalty: 16581.966797
Iteration 50Q: 31 clusters Score -1.013051e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6648 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 3050 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10962 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 1054 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 33731 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 4920 members 
Mstep: Class 18 contains 809 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 99713 members 
Mstep: Class 21 contains 483 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 264 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 7177 members 
Mstep: Class 27 contains 4830 members 
Mstep: Class 28 contains 572 members 
Mstep: Class 29 contains 682 members 
Mstep: Class 30 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130635.000000 Penalty: 16581.966797
Iteration 51Q: 31 clusters Score -1.013064e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6640 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 1056 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 33801 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 806 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 99626 members 
Mstep: Class 21 contains 502 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 263 members 
Mstep: Class 25 contains 2158 members 
Mstep: Class 26 contains 7094 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 574 members 
Mstep: Class 29 contains 676 members 
Mstep: Class 30 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130763.000000 Penalty: 16581.966797
Iteration 52Q: 31 clusters Score -1.013076e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6645 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 3036 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 403 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 1055 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 33857 members 
Mstep: Class 15 contains 3562 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 4931 members 
Mstep: Class 18 contains 807 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 99556 members 
Mstep: Class 21 contains 516 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 263 members 
Mstep: Class 25 contains 2167 members 
Mstep: Class 26 contains 7001 members 
Mstep: Class 27 contains 5140 members 
Mstep: Class 28 contains 577 members 
Mstep: Class 29 contains 677 members 
Mstep: Class 30 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130838.000000 Penalty: 16581.966797
Iteration 53Q: 31 clusters Score -1.013084e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10960 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 403 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 1055 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 33911 members 
Mstep: Class 15 contains 3504 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 4924 members 
Mstep: Class 18 contains 807 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 99498 members 
Mstep: Class 21 contains 519 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 264 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 6911 members 
Mstep: Class 27 contains 5292 members 
Mstep: Class 28 contains 582 members 
Mstep: Class 29 contains 681 members 
Mstep: Class 30 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130953.000000 Penalty: 16581.966797
Iteration 54Q: 31 clusters Score -1.013095e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6665 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10957 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 403 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 1055 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 33948 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 4904 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 99432 members 
Mstep: Class 21 contains 519 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 384 members 
Mstep: Class 24 contains 264 members 
Mstep: Class 25 contains 2180 members 
Mstep: Class 26 contains 6852 members 
Mstep: Class 27 contains 5428 members 
Mstep: Class 28 contains 590 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131035.000000 Penalty: 16581.966797
Iteration 55Q: 31 clusters Score -1.013104e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6677 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 3009 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 403 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 1056 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 33977 members 
Mstep: Class 15 contains 3432 members 
Mstep: Class 16 contains 1159 members 
Mstep: Class 17 contains 4890 members 
Mstep: Class 18 contains 809 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 99388 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 384 members 
Mstep: Class 24 contains 264 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 6804 members 
Mstep: Class 27 contains 5547 members 
Mstep: Class 28 contains 591 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131161.000000 Penalty: 16581.966797
Iteration 56Q: 31 clusters Score -1.013116e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 2989 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10948 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 403 members 
Mstep: Class 9 contains 376 members 
Mstep: Class 10 contains 1057 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34020 members 
Mstep: Class 15 contains 3394 members 
Mstep: Class 16 contains 1159 members 
Mstep: Class 17 contains 4871 members 
Mstep: Class 18 contains 812 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 99365 members 
Mstep: Class 21 contains 521 members 
Mstep: Class 22 contains 552 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 263 members 
Mstep: Class 25 contains 2188 members 
Mstep: Class 26 contains 6741 members 
Mstep: Class 27 contains 5651 members 
Mstep: Class 28 contains 594 members 
Mstep: Class 29 contains 677 members 
Mstep: Class 30 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131241.000000 Penalty: 16581.966797
Iteration 57Q: 31 clusters Score -1.013124e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6700 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10946 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 355 members 
Mstep: Class 10 contains 1057 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34060 members 
Mstep: Class 15 contains 3343 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 4838 members 
Mstep: Class 18 contains 813 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 99363 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 575 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 2190 members 
Mstep: Class 26 contains 6684 members 
Mstep: Class 27 contains 5753 members 
Mstep: Class 28 contains 595 members 
Mstep: Class 29 contains 676 members 
Mstep: Class 30 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131302.000000 Penalty: 16581.966797
Iteration 58Q: 31 clusters Score -1.01313e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6713 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 2960 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10942 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 334 members 
Mstep: Class 10 contains 1058 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34101 members 
Mstep: Class 15 contains 3309 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 4819 members 
Mstep: Class 18 contains 812 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 99334 members 
Mstep: Class 21 contains 519 members 
Mstep: Class 22 contains 593 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 2189 members 
Mstep: Class 26 contains 6626 members 
Mstep: Class 27 contains 5861 members 
Mstep: Class 28 contains 601 members 
Mstep: Class 29 contains 676 members 
Mstep: Class 30 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131368.000000 Penalty: 16581.966797
Iteration 59Q: 31 clusters Score -1.013137e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 2947 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10934 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 311 members 
Mstep: Class 10 contains 1058 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34140 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 4796 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 99299 members 
Mstep: Class 21 contains 519 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 6564 members 
Mstep: Class 27 contains 5973 members 
Mstep: Class 28 contains 600 members 
Mstep: Class 29 contains 676 members 
Mstep: Class 30 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131582.000000 Penalty: 16581.966797
Iteration 60F: 31 clusters Score -1.013158e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6720 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 2936 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10924 members 
Mstep: Class 7 contains 444 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 1058 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34171 members 
Mstep: Class 15 contains 3273 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 4768 members 
Mstep: Class 18 contains 790 members 
Mstep: Class 19 contains 268 members 
Mstep: Class 20 contains 99259 members 
Mstep: Class 21 contains 536 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 2192 members 
Mstep: Class 26 contains 6509 members 
Mstep: Class 27 contains 6090 members 
Mstep: Class 28 contains 604 members 
Mstep: Class 29 contains 677 members 
Mstep: Class 30 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131931.000000 Penalty: 16581.966797
Iteration 61Q: 31 clusters Score -1.013193e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 2917 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10919 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 273 members 
Mstep: Class 10 contains 1059 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34199 members 
Mstep: Class 15 contains 3247 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 4737 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 267 members 
Mstep: Class 20 contains 99255 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 381 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 2206 members 
Mstep: Class 26 contains 6460 members 
Mstep: Class 27 contains 6186 members 
Mstep: Class 28 contains 607 members 
Mstep: Class 29 contains 674 members 
Mstep: Class 30 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132167.000000 Penalty: 16581.966797
Iteration 62Q: 31 clusters Score -1.013217e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 2909 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10913 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 1061 members 
Mstep: Class 11 contains 245 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34218 members 
Mstep: Class 15 contains 3246 members 
Mstep: Class 16 contains 1164 members 
Mstep: Class 17 contains 4700 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 266 members 
Mstep: Class 20 contains 99232 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 674 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 2224 members 
Mstep: Class 26 contains 6419 members 
Mstep: Class 27 contains 6277 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132346.000000 Penalty: 16581.966797
Iteration 63Q: 31 clusters Score -1.013235e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 2899 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10912 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 1062 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 34255 members 
Mstep: Class 15 contains 3229 members 
Mstep: Class 16 contains 1164 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 99212 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 378 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 2235 members 
Mstep: Class 26 contains 6375 members 
Mstep: Class 27 contains 6349 members 
Mstep: Class 28 contains 620 members 
Mstep: Class 29 contains 670 members 
Mstep: Class 30 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132545.000000 Penalty: 16581.966797
Iteration 64Q: 31 clusters Score -1.013254e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6731 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 2888 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10910 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 34288 members 
Mstep: Class 15 contains 3209 members 
Mstep: Class 16 contains 1165 members 
Mstep: Class 17 contains 4635 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 20 contains 99215 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 376 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2248 members 
Mstep: Class 26 contains 6319 members 
Mstep: Class 27 contains 6411 members 
Mstep: Class 28 contains 626 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132692.000000 Penalty: 16581.966797
Iteration 65Q: 31 clusters Score -1.013269e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6738 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10907 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 34304 members 
Mstep: Class 15 contains 3191 members 
Mstep: Class 16 contains 1165 members 
Mstep: Class 17 contains 4603 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 19 contains 262 members 
Mstep: Class 20 contains 99223 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 689 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 6274 members 
Mstep: Class 27 contains 6467 members 
Mstep: Class 28 contains 636 members 
Mstep: Class 29 contains 670 members 
Mstep: Class 30 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132756.000000 Penalty: 16581.966797
Iteration 66Q: 31 clusters Score -1.013276e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 2868 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10904 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 403 members 
Mstep: Class 9 contains 225 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 34325 members 
Mstep: Class 15 contains 3189 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 782 members 
Mstep: Class 19 contains 262 members 
Mstep: Class 20 contains 99234 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 691 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 6226 members 
Mstep: Class 27 contains 6514 members 
Mstep: Class 28 contains 640 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132866.000000 Penalty: 16581.966797
Iteration 67Q: 31 clusters Score -1.013287e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6760 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10902 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 403 members 
Mstep: Class 9 contains 223 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 34336 members 
Mstep: Class 15 contains 3177 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 18 contains 782 members 
Mstep: Class 19 contains 261 members 
Mstep: Class 20 contains 99255 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 6553 members 
Mstep: Class 28 contains 652 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132917.000000 Penalty: 16581.966797
Iteration 68Q: 31 clusters Score -1.013292e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10901 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 403 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 34342 members 
Mstep: Class 15 contains 3169 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 4540 members 
Mstep: Class 18 contains 782 members 
Mstep: Class 19 contains 258 members 
Mstep: Class 20 contains 99257 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 6161 members 
Mstep: Class 27 contains 6592 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132924.000000 Penalty: 16581.966797
Iteration 69Q: 31 clusters Score -1.013292e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 2821 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10900 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 34343 members 
Mstep: Class 15 contains 3168 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 4533 members 
Mstep: Class 18 contains 782 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 99259 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 2282 members 
Mstep: Class 26 contains 6134 members 
Mstep: Class 27 contains 6619 members 
Mstep: Class 28 contains 669 members 
Mstep: Class 29 contains 670 members 
Mstep: Class 30 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132987.000000 Penalty: 16581.966797
Iteration 70Q: 31 clusters Score -1.013299e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6814 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10897 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 34339 members 
Mstep: Class 15 contains 3167 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 4527 members 
Mstep: Class 18 contains 782 members 
Mstep: Class 19 contains 252 members 
Mstep: Class 20 contains 99265 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 689 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 2290 members 
Mstep: Class 26 contains 6117 members 
Mstep: Class 27 contains 6638 members 
Mstep: Class 28 contains 682 members 
Mstep: Class 29 contains 670 members 
Mstep: Class 30 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132994.000000 Penalty: 16581.966797
Iteration 71Q: 31 clusters Score -1.013299e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6822 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10896 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 405 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 34341 members 
Mstep: Class 15 contains 3167 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 4520 members 
Mstep: Class 18 contains 782 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 99262 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 2296 members 
Mstep: Class 26 contains 6104 members 
Mstep: Class 27 contains 6657 members 
Mstep: Class 28 contains 696 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133034.000000 Penalty: 16581.966797
Iteration 72Q: 31 clusters Score -1.013303e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6826 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 2760 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10896 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1064 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34341 members 
Mstep: Class 15 contains 3169 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 4519 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 99261 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 6090 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 701 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133061.000000 Penalty: 16581.966797
Iteration 73Q: 31 clusters Score -1.013306e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10896 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 405 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1064 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34347 members 
Mstep: Class 15 contains 3164 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 4515 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 19 contains 251 members 
Mstep: Class 20 contains 99265 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 373 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2303 members 
Mstep: Class 26 contains 6071 members 
Mstep: Class 27 contains 6682 members 
Mstep: Class 28 contains 707 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133089.000000 Penalty: 16581.966797
Iteration 74Q: 31 clusters Score -1.013309e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6826 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 2721 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10895 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 405 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34351 members 
Mstep: Class 15 contains 3159 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 4509 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 19 contains 251 members 
Mstep: Class 20 contains 99273 members 
Mstep: Class 21 contains 570 members 
Mstep: Class 22 contains 689 members 
Mstep: Class 23 contains 373 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2306 members 
Mstep: Class 26 contains 6053 members 
Mstep: Class 27 contains 6698 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133128.000000 Penalty: 16581.966797
Iteration 75Q: 31 clusters Score -1.013313e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6828 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10895 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1066 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34356 members 
Mstep: Class 15 contains 3155 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 4508 members 
Mstep: Class 18 contains 779 members 
Mstep: Class 19 contains 253 members 
Mstep: Class 20 contains 99282 members 
Mstep: Class 21 contains 570 members 
Mstep: Class 22 contains 689 members 
Mstep: Class 23 contains 373 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 6032 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133158.000000 Penalty: 16581.966797
Iteration 76Q: 31 clusters Score -1.013316e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6837 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 2692 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10895 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34360 members 
Mstep: Class 15 contains 3154 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 99292 members 
Mstep: Class 21 contains 570 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 372 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 6720 members 
Mstep: Class 28 contains 723 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133178.000000 Penalty: 16581.966797
Iteration 77Q: 31 clusters Score -1.013318e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 2675 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10893 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34367 members 
Mstep: Class 15 contains 3155 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 4503 members 
Mstep: Class 18 contains 777 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 99302 members 
Mstep: Class 21 contains 570 members 
Mstep: Class 22 contains 689 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 5982 members 
Mstep: Class 27 contains 6733 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133223.000000 Penalty: 16581.966797
Iteration 78Q: 31 clusters Score -1.013322e+07 nChanged 101
Entering ConstructFrom: 
Score: -10133223.000000 Penalty: 16581.966797
Entering ConstructFrom: 
Trying to split cluster 1 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -83572.632812 Penalty: 337.581818
	Iteration 0F: 2 clusters Score -83572.63 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 868 members 
Entering Unmasked Estep 
Score: -82408.804688 Penalty: 675.163635
	Iteration 0F: 3 clusters Score -82408.8 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -83168.273438 Penalty: 675.163635
	Iteration 1F: 3 clusters Score -83168.27 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -83439.554688 Penalty: 675.163635
	Iteration 2F: 3 clusters Score -83439.55 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -83671.468750 Penalty: 675.163635
	Iteration 3F: 3 clusters Score -83671.47 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -83803.296875 Penalty: 675.163635
	Iteration 4F: 3 clusters Score -83803.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -83872.210938 Penalty: 675.163635
	Iteration 5Q: 3 clusters Score -83872.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -83924.406250 Penalty: 675.163635
	Iteration 6Q: 3 clusters Score -83924.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -83958.257812 Penalty: 675.163635
	Iteration 7Q: 3 clusters Score -83958.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -84002.320312 Penalty: 675.163635
	Iteration 8Q: 3 clusters Score -84002.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -84050.945312 Penalty: 675.163635
	Iteration 9Q: 3 clusters Score -84050.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -84079.984375 Penalty: 675.163635
	Iteration 10Q: 3 clusters Score -84079.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -84095.226562 Penalty: 675.163635
	Iteration 11Q: 3 clusters Score -84095.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -84101.250000 Penalty: 675.163635
	Iteration 12Q: 3 clusters Score -84101.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -84110.437500 Penalty: 675.163635
	Iteration 13Q: 3 clusters Score -84110.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -84131.312500 Penalty: 675.163635
	Iteration 14Q: 3 clusters Score -84131.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -84170.312500 Penalty: 675.163635
	Iteration 15Q: 3 clusters Score -84170.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -84220.101562 Penalty: 675.163635
	Iteration 16Q: 3 clusters Score -84220.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -84289.593750 Penalty: 675.163635
	Iteration 17Q: 3 clusters Score -84289.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -84353.390625 Penalty: 675.163635
	Iteration 18Q: 3 clusters Score -84353.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -84386.390625 Penalty: 675.163635
	Iteration 19Q: 3 clusters Score -84386.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -84394.640625 Penalty: 675.163635
	Iteration 20F: 3 clusters Score -84394.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -84397.398438 Penalty: 675.163635
	Iteration 21Q: 3 clusters Score -84397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -84396.304688 Penalty: 675.163635
	Iteration 22Q: 3 clusters Score -84396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -84397.796875 Penalty: 675.163635
	Iteration 23Q: 3 clusters Score -84397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -84398.117188 Penalty: 675.163635
	Iteration 24Q: 3 clusters Score -84398.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -84398.117188 Penalty: 675.163635
	Iteration 25F: 3 clusters Score -84398.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6846 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 2662 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10892 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Entering Unmasked Estep 
Score: -10133834.000000 Penalty: 17134.699219
Splitting cluster 1 changes total score from -10133223.000000 to -10133834.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 2 (6846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Entering Unmasked Estep 
Score: -355818.718750 Penalty: 401.829620
	Iteration 0F: 2 clusters Score -355818.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -351285.343750 Penalty: 803.659241
	Iteration 0F: 3 clusters Score -351285.3 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -353709.593750 Penalty: 803.659241
	Iteration 1F: 3 clusters Score -353709.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -354311.156250 Penalty: 803.659241
	Iteration 2F: 3 clusters Score -354311.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -354759.687500 Penalty: 803.659241
	Iteration 3F: 3 clusters Score -354759.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -355070.437500 Penalty: 803.659241
	Iteration 4F: 3 clusters Score -355070.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -355281.031250 Penalty: 803.659241
	Iteration 5Q: 3 clusters Score -355281 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -355468.187500 Penalty: 803.659241
	Iteration 6Q: 3 clusters Score -355468.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -355636.375000 Penalty: 803.659241
	Iteration 7Q: 3 clusters Score -355636.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -355779.593750 Penalty: 803.659241
	Iteration 8Q: 3 clusters Score -355779.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -355900.093750 Penalty: 803.659241
	Iteration 9Q: 3 clusters Score -355900.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -355988.031250 Penalty: 803.659241
	Iteration 10Q: 3 clusters Score -355988 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -356044.375000 Penalty: 803.659241
	Iteration 11Q: 3 clusters Score -356044.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -356091.781250 Penalty: 803.659241
	Iteration 12Q: 3 clusters Score -356091.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -356122.406250 Penalty: 803.659241
	Iteration 13Q: 3 clusters Score -356122.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -356152.531250 Penalty: 803.659241
	Iteration 14Q: 3 clusters Score -356152.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -356182.531250 Penalty: 803.659241
	Iteration 15Q: 3 clusters Score -356182.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -356214.031250 Penalty: 803.659241
	Iteration 16Q: 3 clusters Score -356214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -356243.593750 Penalty: 803.659241
	Iteration 17Q: 3 clusters Score -356243.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -356256.531250 Penalty: 803.659241
	Iteration 18Q: 3 clusters Score -356256.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -356262.437500 Penalty: 803.659241
	Iteration 19Q: 3 clusters Score -356262.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -356264.468750 Penalty: 803.659241
	Iteration 20F: 3 clusters Score -356264.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -356266.437500 Penalty: 803.659241
	Iteration 21Q: 3 clusters Score -356266.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -356267.812500 Penalty: 803.659241
	Iteration 22Q: 3 clusters Score -356267.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -356269.156250 Penalty: 803.659241
	Iteration 23Q: 3 clusters Score -356269.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -356271.531250 Penalty: 803.659241
	Iteration 24Q: 3 clusters Score -356271.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -356273.718750 Penalty: 803.659241
	Iteration 25Q: 3 clusters Score -356273.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -356275.718750 Penalty: 803.659241
	Iteration 26Q: 3 clusters Score -356275.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -356276.593750 Penalty: 803.659241
	Iteration 27Q: 3 clusters Score -356276.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -356276.218750 Penalty: 803.659241
	Iteration 28Q: 3 clusters Score -356276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -356278.875000 Penalty: 803.659241
	Iteration 29Q: 3 clusters Score -356278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -356280.125000 Penalty: 803.659241
	Iteration 30Q: 3 clusters Score -356280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -356280.562500 Penalty: 803.659241
	Iteration 31Q: 3 clusters Score -356280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -356282.156250 Penalty: 803.659241
	Iteration 32Q: 3 clusters Score -356282.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -356284.218750 Penalty: 803.659241
	Iteration 33Q: 3 clusters Score -356284.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -356288.718750 Penalty: 803.659241
	Iteration 34Q: 3 clusters Score -356288.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -356292.406250 Penalty: 803.659241
	Iteration 35Q: 3 clusters Score -356292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -356295.562500 Penalty: 803.659241
	Iteration 36Q: 3 clusters Score -356295.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -356295.093750 Penalty: 803.659241
	Iteration 37Q: 3 clusters Score -356295.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -356298.031250 Penalty: 803.659241
	Iteration 38Q: 3 clusters Score -356298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -356298.781250 Penalty: 803.659241
	Iteration 39Q: 3 clusters Score -356298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -356298.781250 Penalty: 803.659241
	Iteration 40F: 3 clusters Score -356298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 2662 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10892 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Entering Unmasked Estep 
Score: -10134171.000000 Penalty: 17687.431641
Splitting cluster 2 changes total score from -10133223.000000 to -10134171.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 3 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -41150.179688 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -41150.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -40447.617188 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -40447.62 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -41195.691406 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -41195.69 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -41463.800781 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -41463.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41720.281250 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -41720.28 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41951.582031 Penalty: 618.612549
	Iteration 4F: 3 clusters Score -41951.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42008.281250 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -42008.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42025.496094 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -42025.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42026.730469 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -42026.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42028.320312 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -42028.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42028.320312 Penalty: 618.612549
	Iteration 9F: 3 clusters Score -42028.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 2662 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10892 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 216 members 
Entering Unmasked Estep 
Score: -10134810.000000 Penalty: 18240.164062
Splitting cluster 3 changes total score from -10133223.000000 to -10134810.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 4 (2662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Entering Unmasked Estep 
Score: -137273.875000 Penalty: 358.850922
	Iteration 0F: 2 clusters Score -137273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -135463.578125 Penalty: 717.701843
	Iteration 0F: 3 clusters Score -135463.6 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -136527.265625 Penalty: 717.701843
	Iteration 1F: 3 clusters Score -136527.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -136759.671875 Penalty: 717.701843
	Iteration 2F: 3 clusters Score -136759.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -136909.031250 Penalty: 717.701843
	Iteration 3F: 3 clusters Score -136909 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -137024.812500 Penalty: 717.701843
	Iteration 4F: 3 clusters Score -137024.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -137129.250000 Penalty: 717.701843
	Iteration 5Q: 3 clusters Score -137129.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -137191.734375 Penalty: 717.701843
	Iteration 6Q: 3 clusters Score -137191.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -137218.109375 Penalty: 717.701843
	Iteration 7Q: 3 clusters Score -137218.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -137238.093750 Penalty: 717.701843
	Iteration 8Q: 3 clusters Score -137238.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -137246.968750 Penalty: 717.701843
	Iteration 9Q: 3 clusters Score -137247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -137249.375000 Penalty: 717.701843
	Iteration 10Q: 3 clusters Score -137249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -137251.781250 Penalty: 717.701843
	Iteration 11Q: 3 clusters Score -137251.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -137255.218750 Penalty: 717.701843
	Iteration 12Q: 3 clusters Score -137255.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -137259.578125 Penalty: 717.701843
	Iteration 13Q: 3 clusters Score -137259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -137264.046875 Penalty: 717.701843
	Iteration 14Q: 3 clusters Score -137264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -137273.906250 Penalty: 717.701843
	Iteration 15Q: 3 clusters Score -137273.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -137278.312500 Penalty: 717.701843
	Iteration 16Q: 3 clusters Score -137278.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -137281.468750 Penalty: 717.701843
	Iteration 17Q: 3 clusters Score -137281.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -137282.843750 Penalty: 717.701843
	Iteration 18Q: 3 clusters Score -137282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -137283.281250 Penalty: 717.701843
	Iteration 19Q: 3 clusters Score -137283.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -137284.453125 Penalty: 717.701843
	Iteration 20F: 3 clusters Score -137284.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -137285.375000 Penalty: 717.701843
	Iteration 21Q: 3 clusters Score -137285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -137285.906250 Penalty: 717.701843
	Iteration 22Q: 3 clusters Score -137285.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -137286.828125 Penalty: 717.701843
	Iteration 23Q: 3 clusters Score -137286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -137287.359375 Penalty: 717.701843
	Iteration 24Q: 3 clusters Score -137287.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -137287.343750 Penalty: 717.701843
	Iteration 25Q: 3 clusters Score -137287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -137287.671875 Penalty: 717.701843
	Iteration 26Q: 3 clusters Score -137287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -137287.734375 Penalty: 717.701843
	Iteration 27Q: 3 clusters Score -137287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -137287.734375 Penalty: 717.701843
	Iteration 28F: 3 clusters Score -137287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10892 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 772 members 
Entering Unmasked Estep 
Score: -10134618.000000 Penalty: 18792.896484
Splitting cluster 4 changes total score from -10133223.000000 to -10134618.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 5 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -18552.306641 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -18552.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18192.939453 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -18192.94 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18331.240234 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -18331.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18359.507812 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -18359.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18380.703125 Penalty: 529.357117
	Iteration 3Q: 3 clusters Score -18380.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18396.208984 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -18396.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18406.755859 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -18406.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18411.890625 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -18411.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18416.257812 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -18416.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18426.587891 Penalty: 529.357117
	Iteration 8Q: 3 clusters Score -18426.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18437.597656 Penalty: 529.357117
	Iteration 9Q: 3 clusters Score -18437.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18481.339844 Penalty: 529.357117
	Iteration 10Q: 3 clusters Score -18481.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18513.064453 Penalty: 529.357117
	Iteration 11Q: 3 clusters Score -18513.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18526.982422 Penalty: 529.357117
	Iteration 12Q: 3 clusters Score -18526.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18529.027344 Penalty: 529.357117
	Iteration 13Q: 3 clusters Score -18529.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18530.244141 Penalty: 529.357117
	Iteration 14Q: 3 clusters Score -18530.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18530.244141 Penalty: 529.357117
	Iteration 15F: 3 clusters Score -18530.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Entering Unmasked Estep 
Score: -621189.250000 Penalty: 422.958160
	Iteration 0F: 2 clusters Score -621189.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -613910.750000 Penalty: 845.916321
	Iteration 0F: 3 clusters Score -613910.8 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -616978.250000 Penalty: 845.916321
	Iteration 1F: 3 clusters Score -616978.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -617322.187500 Penalty: 845.916321
	Iteration 2F: 3 clusters Score -617322.2 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -617916.312500 Penalty: 845.916321
	Iteration 3F: 3 clusters Score -617916.3 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -618701.812500 Penalty: 845.916321
	Iteration 4F: 3 clusters Score -618701.8 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -619500.375000 Penalty: 845.916321
	Iteration 5F: 3 clusters Score -619500.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -620043.687500 Penalty: 845.916321
	Iteration 6F: 3 clusters Score -620043.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -620382.250000 Penalty: 845.916321
	Iteration 7Q: 3 clusters Score -620382.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -620650.250000 Penalty: 845.916321
	Iteration 8Q: 3 clusters Score -620650.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -620917.187500 Penalty: 845.916321
	Iteration 9Q: 3 clusters Score -620917.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -621134.687500 Penalty: 845.916321
	Iteration 10Q: 3 clusters Score -621134.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -621206.437500 Penalty: 845.916321
	Iteration 11Q: 3 clusters Score -621206.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -621232.687500 Penalty: 845.916321
	Iteration 12Q: 3 clusters Score -621232.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -621244.125000 Penalty: 845.916321
	Iteration 13Q: 3 clusters Score -621244.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -621253.500000 Penalty: 845.916321
	Iteration 14Q: 3 clusters Score -621253.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -621258.687500 Penalty: 845.916321
	Iteration 15Q: 3 clusters Score -621258.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -621258.937500 Penalty: 845.916321
	Iteration 16Q: 3 clusters Score -621258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -621260.062500 Penalty: 845.916321
	Iteration 17Q: 3 clusters Score -621260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -621260.687500 Penalty: 845.916321
	Iteration 18Q: 3 clusters Score -621260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -621261.625000 Penalty: 845.916321
	Iteration 19Q: 3 clusters Score -621261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -621263.687500 Penalty: 845.916321
	Iteration 20F: 3 clusters Score -621263.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -621264.812500 Penalty: 845.916321
	Iteration 21Q: 3 clusters Score -621264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -621264.812500 Penalty: 845.916321
	Iteration 22F: 3 clusters Score -621264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10418 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 474 members 
Entering Unmasked Estep 
Score: -10134545.000000 Penalty: 19345.628906
Splitting cluster 6 changes total score from -10133223.000000 to -10134545.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 7 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -8988.705078 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -8988.705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8590.827148 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -8590.827 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8813.728516 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -8813.729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8860.247070 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -8860.247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8905.141602 Penalty: 553.896484
	Iteration 3F: 3 clusters Score -8905.142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8917.161133 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -8917.161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8929.898438 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -8929.898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8937.867188 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -8937.867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8947.680664 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -8947.681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8966.727539 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -8966.728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8980.131836 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -8980.132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8995.209961 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -8995.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8998.605469 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -8998.605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9007.360352 Penalty: 553.896484
	Iteration 12Q: 3 clusters Score -9007.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9012.329102 Penalty: 553.896484
	Iteration 13Q: 3 clusters Score -9012.329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9013.986328 Penalty: 553.896484
	Iteration 14Q: 3 clusters Score -9013.986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9013.986328 Penalty: 553.896484
	Iteration 15F: 3 clusters Score -9013.986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10418 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 474 members 
Mstep: Class 36 contains 184 members 
Entering Unmasked Estep 
Score: -10134298.000000 Penalty: 19898.361328
Splitting cluster 7 changes total score from -10133223.000000 to -10134298.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -19711.546875 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -19711.55 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 213 members 
Entering Unmasked Estep 
Score: -19294.810547 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -19294.81 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19484.441406 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -19484.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19543.093750 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -19543.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19572.966797 Penalty: 545.223267
	Iteration 3Q: 3 clusters Score -19572.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19609.425781 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -19609.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19637.767578 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -19637.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19669.441406 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -19669.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19688.806641 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -19688.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19692.222656 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -19692.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19696.548828 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -19696.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19713.035156 Penalty: 545.223267
	Iteration 10Q: 3 clusters Score -19713.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19736.167969 Penalty: 545.223267
	Iteration 11Q: 3 clusters Score -19736.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19747.037109 Penalty: 545.223267
	Iteration 12Q: 3 clusters Score -19747.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19749.830078 Penalty: 545.223267
	Iteration 13Q: 3 clusters Score -19749.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19749.830078 Penalty: 545.223267
	Iteration 14F: 3 clusters Score -19749.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10418 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 142 members 
Entering Unmasked Estep 
Score: -10134064.000000 Penalty: 20451.093750
Splitting cluster 8 changes total score from -10133223.000000 to -10134064.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 9 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -10684.758789 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -10684.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10406.694336 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -10406.69 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10523.121094 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -10523.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10559.575195 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -10559.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10593.035156 Penalty: 490.820129
	Iteration 3F: 3 clusters Score -10593.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10598.574219 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -10598.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10599.980469 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -10599.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10599.980469 Penalty: 490.820129
	Iteration 6F: 3 clusters Score -10599.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -54223.570312 Penalty: 317.168243
	Iteration 0F: 2 clusters Score -54223.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -53439.234375 Penalty: 634.336487
	Iteration 0F: 3 clusters Score -53439.23 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -53881.234375 Penalty: 634.336487
	Iteration 1F: 3 clusters Score -53881.23 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -53993.597656 Penalty: 634.336487
	Iteration 2F: 3 clusters Score -53993.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -54041.539062 Penalty: 634.336487
	Iteration 3F: 3 clusters Score -54041.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -54067.609375 Penalty: 634.336487
	Iteration 4Q: 3 clusters Score -54067.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -54105.441406 Penalty: 634.336487
	Iteration 5Q: 3 clusters Score -54105.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -54133.761719 Penalty: 634.336487
	Iteration 6Q: 3 clusters Score -54133.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -54160.007812 Penalty: 634.336487
	Iteration 7Q: 3 clusters Score -54160.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -54178.460938 Penalty: 634.336487
	Iteration 8Q: 3 clusters Score -54178.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -54184.902344 Penalty: 634.336487
	Iteration 9Q: 3 clusters Score -54184.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -54192.644531 Penalty: 634.336487
	Iteration 10Q: 3 clusters Score -54192.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -54199.007812 Penalty: 634.336487
	Iteration 11Q: 3 clusters Score -54199.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -54203.601562 Penalty: 634.336487
	Iteration 12Q: 3 clusters Score -54203.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -54210.089844 Penalty: 634.336487
	Iteration 13Q: 3 clusters Score -54210.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -54214.953125 Penalty: 634.336487
	Iteration 14Q: 3 clusters Score -54214.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -54218.929688 Penalty: 634.336487
	Iteration 15Q: 3 clusters Score -54218.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -54223.011719 Penalty: 634.336487
	Iteration 16Q: 3 clusters Score -54223.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -54232.617188 Penalty: 634.336487
	Iteration 17Q: 3 clusters Score -54232.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -54238.679688 Penalty: 634.336487
	Iteration 18Q: 3 clusters Score -54238.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -54241.691406 Penalty: 634.336487
	Iteration 19Q: 3 clusters Score -54241.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -54241.382812 Penalty: 634.336487
	Iteration 20F: 3 clusters Score -54241.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -54243.945312 Penalty: 634.336487
	Iteration 21Q: 3 clusters Score -54243.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -54243.929688 Penalty: 634.336487
	Iteration 22Q: 3 clusters Score -54243.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -54244.203125 Penalty: 634.336487
	Iteration 23Q: 3 clusters Score -54244.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -54244.203125 Penalty: 634.336487
	Iteration 24F: 3 clusters Score -54244.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10418 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 444 members 
Entering Unmasked Estep 
Score: -10133853.000000 Penalty: 21003.826172
Splitting cluster 10 changes total score from -10133223.000000 to -10133853.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 11 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -13081.762695 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -13081.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12780.121094 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -12780.12 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13031.291016 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -13031.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13292.563477 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -13292.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13307.959961 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -13307.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13314.113281 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -13314.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13319.711914 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -13319.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13332.384766 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -13332.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13352.950195 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -13352.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13379.823242 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -13379.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13387.389648 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -13387.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13394.842773 Penalty: 501.354340
	Iteration 10Q: 3 clusters Score -13394.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13419.569336 Penalty: 501.354340
	Iteration 11Q: 3 clusters Score -13419.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13421.397461 Penalty: 501.354340
	Iteration 12Q: 3 clusters Score -13421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13421.397461 Penalty: 501.354340
	Iteration 13F: 3 clusters Score -13421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10418 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 444 members 
Mstep: Class 39 contains 87 members 
Entering Unmasked Estep 
Score: -10133896.000000 Penalty: 21556.558594
Splitting cluster 11 changes total score from -10133223.000000 to -10133896.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 12 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -9814.738281 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -9814.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9537.666016 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -9537.666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9708.414062 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -9708.414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9778.351562 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -9778.352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9802.997070 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -9802.997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9811.447266 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -9811.447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9817.369141 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -9817.369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9821.348633 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -9821.349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9831.178711 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -9831.179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9835.848633 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -9835.849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9839.519531 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -9839.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9840.950195 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -9840.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9840.950195 Penalty: 492.052612
	Iteration 11F: 3 clusters Score -9840.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10418 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 94 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 444 members 
Mstep: Class 39 contains 87 members 
Mstep: Class 40 contains 129 members 
Entering Unmasked Estep 
Score: -10133613.000000 Penalty: 22109.291016
Splitting cluster 12 changes total score from -10133223.000000 to -10133613.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 13 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -9673.357422 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -9673.357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9373.296875 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -9373.297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9458.467773 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -9458.468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9479.872070 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -9479.872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9481.785156 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -9481.785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9484.812500 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -9484.812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9485.527344 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -9485.527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9486.039062 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -9486.039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9486.039062 Penalty: 487.019104
	Iteration 7F: 3 clusters Score -9486.039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Entering Unmasked Estep 
Score: -1839105.750000 Penalty: 475.251343
	Iteration 0F: 2 clusters Score -1839106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -1815968.000000 Penalty: 950.502686
	Iteration 0F: 3 clusters Score -1815968 nChanged 16516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1826622.250000 Penalty: 950.502686
	Iteration 1F: 3 clusters Score -1826622 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1827773.125000 Penalty: 950.502686
	Iteration 2F: 3 clusters Score -1827773 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1829192.125000 Penalty: 950.502686
	Iteration 3F: 3 clusters Score -1829192 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1830602.875000 Penalty: 950.502686
	Iteration 4F: 3 clusters Score -1830603 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1831744.750000 Penalty: 950.502686
	Iteration 5F: 3 clusters Score -1831745 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1832515.125000 Penalty: 950.502686
	Iteration 6Q: 3 clusters Score -1832515 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1832982.375000 Penalty: 950.502686
	Iteration 7Q: 3 clusters Score -1832982 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1833224.250000 Penalty: 950.502686
	Iteration 8Q: 3 clusters Score -1833224 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1833328.750000 Penalty: 950.502686
	Iteration 9Q: 3 clusters Score -1833329 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1833417.125000 Penalty: 950.502686
	Iteration 10Q: 3 clusters Score -1833417 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1833501.125000 Penalty: 950.502686
	Iteration 11Q: 3 clusters Score -1833501 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1833592.875000 Penalty: 950.502686
	Iteration 12Q: 3 clusters Score -1833593 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1833703.375000 Penalty: 950.502686
	Iteration 13Q: 3 clusters Score -1833703 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1833806.125000 Penalty: 950.502686
	Iteration 14Q: 3 clusters Score -1833806 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1833941.750000 Penalty: 950.502686
	Iteration 15Q: 3 clusters Score -1833942 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1834094.125000 Penalty: 950.502686
	Iteration 16Q: 3 clusters Score -1834094 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1834268.625000 Penalty: 950.502686
	Iteration 17Q: 3 clusters Score -1834269 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1834444.000000 Penalty: 950.502686
	Iteration 18Q: 3 clusters Score -1834444 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1834632.250000 Penalty: 950.502686
	Iteration 19Q: 3 clusters Score -1834632 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1834864.000000 Penalty: 950.502686
	Iteration 20F: 3 clusters Score -1834864 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1835110.375000 Penalty: 950.502686
	Iteration 21Q: 3 clusters Score -1835110 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1835353.250000 Penalty: 950.502686
	Iteration 22Q: 3 clusters Score -1835353 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1835569.125000 Penalty: 950.502686
	Iteration 23Q: 3 clusters Score -1835569 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1835753.375000 Penalty: 950.502686
	Iteration 24Q: 3 clusters Score -1835753 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1835934.750000 Penalty: 950.502686
	Iteration 25Q: 3 clusters Score -1835935 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1836076.750000 Penalty: 950.502686
	Iteration 26Q: 3 clusters Score -1836077 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1836174.000000 Penalty: 950.502686
	Iteration 27Q: 3 clusters Score -1836174 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1836265.500000 Penalty: 950.502686
	Iteration 28Q: 3 clusters Score -1836266 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1836334.750000 Penalty: 950.502686
	Iteration 29Q: 3 clusters Score -1836335 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1836393.625000 Penalty: 950.502686
	Iteration 30Q: 3 clusters Score -1836394 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1836457.250000 Penalty: 950.502686
	Iteration 31Q: 3 clusters Score -1836457 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1836515.000000 Penalty: 950.502686
	Iteration 32Q: 3 clusters Score -1836515 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1836549.875000 Penalty: 950.502686
	Iteration 33Q: 3 clusters Score -1836550 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1836601.875000 Penalty: 950.502686
	Iteration 34Q: 3 clusters Score -1836602 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1836647.000000 Penalty: 950.502686
	Iteration 35Q: 3 clusters Score -1836647 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1836689.000000 Penalty: 950.502686
	Iteration 36Q: 3 clusters Score -1836689 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1836725.000000 Penalty: 950.502686
	Iteration 37Q: 3 clusters Score -1836725 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1836759.250000 Penalty: 950.502686
	Iteration 38Q: 3 clusters Score -1836759 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1836792.750000 Penalty: 950.502686
	Iteration 39Q: 3 clusters Score -1836793 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1836836.625000 Penalty: 950.502686
	Iteration 40F: 3 clusters Score -1836837 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1836889.000000 Penalty: 950.502686
	Iteration 41Q: 3 clusters Score -1836889 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1836935.125000 Penalty: 950.502686
	Iteration 42Q: 3 clusters Score -1836935 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1836984.750000 Penalty: 950.502686
	Iteration 43Q: 3 clusters Score -1836985 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1837043.125000 Penalty: 950.502686
	Iteration 44Q: 3 clusters Score -1837043 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1837107.500000 Penalty: 950.502686
	Iteration 45Q: 3 clusters Score -1837108 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1837168.375000 Penalty: 950.502686
	Iteration 46Q: 3 clusters Score -1837168 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1837237.125000 Penalty: 950.502686
	Iteration 47Q: 3 clusters Score -1837237 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1837302.000000 Penalty: 950.502686
	Iteration 48Q: 3 clusters Score -1837302 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1837384.125000 Penalty: 950.502686
	Iteration 49Q: 3 clusters Score -1837384 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1837479.250000 Penalty: 950.502686
	Iteration 50Q: 3 clusters Score -1837479 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1837564.000000 Penalty: 950.502686
	Iteration 51Q: 3 clusters Score -1837564 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1837677.875000 Penalty: 950.502686
	Iteration 52Q: 3 clusters Score -1837678 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1837817.500000 Penalty: 950.502686
	Iteration 53Q: 3 clusters Score -1837818 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1837950.375000 Penalty: 950.502686
	Iteration 54Q: 3 clusters Score -1837950 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1838120.000000 Penalty: 950.502686
	Iteration 55Q: 3 clusters Score -1838120 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1838271.375000 Penalty: 950.502686
	Iteration 56Q: 3 clusters Score -1838271 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1838409.000000 Penalty: 950.502686
	Iteration 57Q: 3 clusters Score -1838409 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1838491.375000 Penalty: 950.502686
	Iteration 58Q: 3 clusters Score -1838491 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1838559.000000 Penalty: 950.502686
	Iteration 59Q: 3 clusters Score -1838559 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1838607.625000 Penalty: 950.502686
	Iteration 60F: 3 clusters Score -1838608 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1838650.000000 Penalty: 950.502686
	Iteration 61Q: 3 clusters Score -1838650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1838682.375000 Penalty: 950.502686
	Iteration 62Q: 3 clusters Score -1838682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1838703.625000 Penalty: 950.502686
	Iteration 63Q: 3 clusters Score -1838704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1838715.250000 Penalty: 950.502686
	Iteration 64Q: 3 clusters Score -1838715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1838725.375000 Penalty: 950.502686
	Iteration 65Q: 3 clusters Score -1838725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1838735.375000 Penalty: 950.502686
	Iteration 66Q: 3 clusters Score -1838735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1838742.000000 Penalty: 950.502686
	Iteration 67Q: 3 clusters Score -1838742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1838749.500000 Penalty: 950.502686
	Iteration 68Q: 3 clusters Score -1838750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1838753.000000 Penalty: 950.502686
	Iteration 69Q: 3 clusters Score -1838753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1838757.250000 Penalty: 950.502686
	Iteration 70Q: 3 clusters Score -1838757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1838756.750000 Penalty: 950.502686
	Iteration 71Q: 3 clusters Score -1838757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1838762.125000 Penalty: 950.502686
	Iteration 72Q: 3 clusters Score -1838762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1838763.500000 Penalty: 950.502686
	Iteration 73Q: 3 clusters Score -1838764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1838766.875000 Penalty: 950.502686
	Iteration 74Q: 3 clusters Score -1838767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1838768.875000 Penalty: 950.502686
	Iteration 75Q: 3 clusters Score -1838769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1838771.125000 Penalty: 950.502686
	Iteration 76Q: 3 clusters Score -1838771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1838771.125000 Penalty: 950.502686
	Iteration 77Q: 3 clusters Score -1838771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1838775.000000 Penalty: 950.502686
	Iteration 78Q: 3 clusters Score -1838775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1838778.625000 Penalty: 950.502686
	Iteration 79Q: 3 clusters Score -1838779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1838777.500000 Penalty: 950.502686
	Iteration 80F: 3 clusters Score -1838778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1838780.000000 Penalty: 950.502686
	Iteration 81Q: 3 clusters Score -1838780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1838784.500000 Penalty: 950.502686
	Iteration 82Q: 3 clusters Score -1838784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1838784.625000 Penalty: 950.502686
	Iteration 83Q: 3 clusters Score -1838785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1838787.375000 Penalty: 950.502686
	Iteration 84Q: 3 clusters Score -1838787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1838785.750000 Penalty: 950.502686
	Iteration 85Q: 3 clusters Score -1838786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1838785.750000 Penalty: 950.502686
	Iteration 86F: 3 clusters Score -1838786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Entering Unmasked Estep 
Score: -183440.625000 Penalty: 366.538574
	Iteration 0F: 2 clusters Score -183440.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -181271.125000 Penalty: 733.077148
	Iteration 0F: 3 clusters Score -181271.1 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -182152.593750 Penalty: 733.077148
	Iteration 1F: 3 clusters Score -182152.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -182365.609375 Penalty: 733.077148
	Iteration 2F: 3 clusters Score -182365.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -182550.125000 Penalty: 733.077148
	Iteration 3F: 3 clusters Score -182550.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -182657.265625 Penalty: 733.077148
	Iteration 4F: 3 clusters Score -182657.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -182738.703125 Penalty: 733.077148
	Iteration 5Q: 3 clusters Score -182738.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -182808.687500 Penalty: 733.077148
	Iteration 6Q: 3 clusters Score -182808.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -182868.343750 Penalty: 733.077148
	Iteration 7Q: 3 clusters Score -182868.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -182909.906250 Penalty: 733.077148
	Iteration 8Q: 3 clusters Score -182909.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -182941.390625 Penalty: 733.077148
	Iteration 9Q: 3 clusters Score -182941.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -182967.234375 Penalty: 733.077148
	Iteration 10Q: 3 clusters Score -182967.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -182992.656250 Penalty: 733.077148
	Iteration 11Q: 3 clusters Score -182992.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -183011.453125 Penalty: 733.077148
	Iteration 12Q: 3 clusters Score -183011.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -183024.046875 Penalty: 733.077148
	Iteration 13Q: 3 clusters Score -183024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -183033.062500 Penalty: 733.077148
	Iteration 14Q: 3 clusters Score -183033.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -183036.531250 Penalty: 733.077148
	Iteration 15Q: 3 clusters Score -183036.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -183040.937500 Penalty: 733.077148
	Iteration 16Q: 3 clusters Score -183040.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -183044.171875 Penalty: 733.077148
	Iteration 17Q: 3 clusters Score -183044.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -183046.656250 Penalty: 733.077148
	Iteration 18Q: 3 clusters Score -183046.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -183049.765625 Penalty: 733.077148
	Iteration 19Q: 3 clusters Score -183049.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -183050.828125 Penalty: 733.077148
	Iteration 20F: 3 clusters Score -183050.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -183053.500000 Penalty: 733.077148
	Iteration 21Q: 3 clusters Score -183053.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -183054.609375 Penalty: 733.077148
	Iteration 22Q: 3 clusters Score -183054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183055.140625 Penalty: 733.077148
	Iteration 23Q: 3 clusters Score -183055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -183055.375000 Penalty: 733.077148
	Iteration 24Q: 3 clusters Score -183055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183055.687500 Penalty: 733.077148
	Iteration 25Q: 3 clusters Score -183055.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183055.687500 Penalty: 733.077148
	Iteration 26F: 3 clusters Score -183055.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -62317.085938 Penalty: 321.872314
	Iteration 0F: 2 clusters Score -62317.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -61399.335938 Penalty: 643.744629
	Iteration 0F: 3 clusters Score -61399.34 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -61869.390625 Penalty: 643.744629
	Iteration 1F: 3 clusters Score -61869.39 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -62079.050781 Penalty: 643.744629
	Iteration 2F: 3 clusters Score -62079.05 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -62246.152344 Penalty: 643.744629
	Iteration 3F: 3 clusters Score -62246.15 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -62317.574219 Penalty: 643.744629
	Iteration 4F: 3 clusters Score -62317.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -62353.335938 Penalty: 643.744629
	Iteration 5Q: 3 clusters Score -62353.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -62367.320312 Penalty: 643.744629
	Iteration 6Q: 3 clusters Score -62367.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -62374.945312 Penalty: 643.744629
	Iteration 7Q: 3 clusters Score -62374.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -62380.832031 Penalty: 643.744629
	Iteration 8Q: 3 clusters Score -62380.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -62384.148438 Penalty: 643.744629
	Iteration 9Q: 3 clusters Score -62384.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -62388.449219 Penalty: 643.744629
	Iteration 10Q: 3 clusters Score -62388.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -62400.773438 Penalty: 643.744629
	Iteration 11Q: 3 clusters Score -62400.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -62435.171875 Penalty: 643.744629
	Iteration 12Q: 3 clusters Score -62435.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -62442.644531 Penalty: 643.744629
	Iteration 13Q: 3 clusters Score -62442.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -62443.003906 Penalty: 643.744629
	Iteration 14Q: 3 clusters Score -62443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -62443.335938 Penalty: 643.744629
	Iteration 15Q: 3 clusters Score -62443.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -62443.898438 Penalty: 643.744629
	Iteration 16Q: 3 clusters Score -62443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -62443.898438 Penalty: 643.744629
	Iteration 17F: 3 clusters Score -62443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10418 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 94 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 444 members 
Mstep: Class 39 contains 87 members 
Mstep: Class 40 contains 129 members 
Mstep: Class 41 contains 694 members 
Entering Unmasked Estep 
Score: -10133516.000000 Penalty: 22662.021484
Splitting cluster 16 changes total score from -10133223.000000 to -10133516.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 17 (4499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Entering Unmasked Estep 
Score: -229755.203125 Penalty: 382.728271
	Iteration 0F: 2 clusters Score -229755.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -226702.078125 Penalty: 765.456543
	Iteration 0F: 3 clusters Score -226702.1 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -228103.406250 Penalty: 765.456543
	Iteration 1F: 3 clusters Score -228103.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -228473.375000 Penalty: 765.456543
	Iteration 2F: 3 clusters Score -228473.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -228905.750000 Penalty: 765.456543
	Iteration 3F: 3 clusters Score -228905.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -229317.781250 Penalty: 765.456543
	Iteration 4F: 3 clusters Score -229317.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -229639.937500 Penalty: 765.456543
	Iteration 5F: 3 clusters Score -229639.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -229854.609375 Penalty: 765.456543
	Iteration 6Q: 3 clusters Score -229854.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -230045.625000 Penalty: 765.456543
	Iteration 7Q: 3 clusters Score -230045.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -230161.531250 Penalty: 765.456543
	Iteration 8Q: 3 clusters Score -230161.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -230234.078125 Penalty: 765.456543
	Iteration 9Q: 3 clusters Score -230234.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -230276.906250 Penalty: 765.456543
	Iteration 10Q: 3 clusters Score -230276.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -230301.734375 Penalty: 765.456543
	Iteration 11Q: 3 clusters Score -230301.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -230319.015625 Penalty: 765.456543
	Iteration 12Q: 3 clusters Score -230319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -230335.734375 Penalty: 765.456543
	Iteration 13Q: 3 clusters Score -230335.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -230347.546875 Penalty: 765.456543
	Iteration 14Q: 3 clusters Score -230347.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -230354.218750 Penalty: 765.456543
	Iteration 15Q: 3 clusters Score -230354.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -230360.359375 Penalty: 765.456543
	Iteration 16Q: 3 clusters Score -230360.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -230361.921875 Penalty: 765.456543
	Iteration 17Q: 3 clusters Score -230361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -230363.312500 Penalty: 765.456543
	Iteration 18Q: 3 clusters Score -230363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -230363.812500 Penalty: 765.456543
	Iteration 19Q: 3 clusters Score -230363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -230363.812500 Penalty: 765.456543
	Iteration 20F: 3 clusters Score -230363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10418 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 94 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 3339 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 444 members 
Mstep: Class 39 contains 87 members 
Mstep: Class 40 contains 129 members 
Mstep: Class 41 contains 694 members 
Mstep: Class 42 contains 1160 members 
Entering Unmasked Estep 
Score: -10133962.000000 Penalty: 23214.753906
Splitting cluster 17 changes total score from -10133223.000000 to -10133962.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 18 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -23534.681641 Penalty: 302.763947
	Iteration 0F: 2 clusters Score -23534.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22933.425781 Penalty: 605.527893
	Iteration 0F: 3 clusters Score -22933.43 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -23260.283203 Penalty: 605.527893
	Iteration 1F: 3 clusters Score -23260.28 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -23345.966797 Penalty: 605.527893
	Iteration 2F: 3 clusters Score -23345.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -23396.333984 Penalty: 605.527893
	Iteration 3F: 3 clusters Score -23396.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23439.650391 Penalty: 605.527893
	Iteration 4Q: 3 clusters Score -23439.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23481.115234 Penalty: 605.527893
	Iteration 5Q: 3 clusters Score -23481.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23509.554688 Penalty: 605.527893
	Iteration 6Q: 3 clusters Score -23509.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23540.369141 Penalty: 605.527893
	Iteration 7Q: 3 clusters Score -23540.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23571.892578 Penalty: 605.527893
	Iteration 8Q: 3 clusters Score -23571.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23622.001953 Penalty: 605.527893
	Iteration 9Q: 3 clusters Score -23622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23708.455078 Penalty: 605.527893
	Iteration 10Q: 3 clusters Score -23708.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23872.798828 Penalty: 605.527893
	Iteration 11Q: 3 clusters Score -23872.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24076.181641 Penalty: 605.527893
	Iteration 12Q: 3 clusters Score -24076.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24241.152344 Penalty: 605.527893
	Iteration 13Q: 3 clusters Score -24241.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24329.042969 Penalty: 605.527893
	Iteration 14Q: 3 clusters Score -24329.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24528.095703 Penalty: 605.527893
	Iteration 15Q: 3 clusters Score -24528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24530.306641 Penalty: 605.527893
	Iteration 16Q: 3 clusters Score -24530.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24554.818359 Penalty: 605.527893
	Iteration 17F: 3 clusters Score -24554.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24564.212891 Penalty: 605.527893
	Iteration 18Q: 3 clusters Score -24564.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24564.212891 Penalty: 605.527893
	Iteration 19F: 3 clusters Score -24564.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10418 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 94 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 3339 members 
Mstep: Class 18 contains 631 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 444 members 
Mstep: Class 39 contains 87 members 
Mstep: Class 40 contains 129 members 
Mstep: Class 41 contains 694 members 
Mstep: Class 42 contains 1160 members 
Mstep: Class 43 contains 145 members 
Entering Unmasked Estep 
Score: -10134740.000000 Penalty: 23767.486328
Splitting cluster 18 changes total score from -10133223.000000 to -10134740.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 19 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -8787.705078 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -8787.705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8481.023438 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -8481.023 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8659.834961 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -8659.835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8739.955078 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -8739.955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8785.274414 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -8785.274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8799.159180 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -8799.159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8839.110352 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -8839.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8846.853516 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -8846.854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8848.617188 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -8848.617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8848.617188 Penalty: 504.965912
	Iteration 8F: 3 clusters Score -8848.617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10418 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 94 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 3339 members 
Mstep: Class 18 contains 631 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 444 members 
Mstep: Class 39 contains 87 members 
Mstep: Class 40 contains 129 members 
Mstep: Class 41 contains 694 members 
Mstep: Class 42 contains 1160 members 
Mstep: Class 43 contains 145 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
Score: -10134496.000000 Penalty: 24320.218750
Splitting cluster 19 changes total score from -10133223.000000 to -10134496.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 20 (99309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99309 members 
Entering Unmasked Estep 
Score: -5726555.500000 Penalty: 523.522644
	Iteration 0F: 2 clusters Score -5726556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -5664391.000000 Penalty: 1047.045288
	Iteration 0F: 3 clusters Score -5664391 nChanged 48607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -5696052.500000 Penalty: 1047.045288
	Iteration 1F: 3 clusters Score -5696052 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -5699600.500000 Penalty: 1047.045288
	Iteration 2F: 3 clusters Score -5699600 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 71812 members 
Entering Unmasked Estep 
Score: -5704471.500000 Penalty: 1047.045288
	Iteration 3F: 3 clusters Score -5704472 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 79697 members 
Entering Unmasked Estep 
Score: -5710268.500000 Penalty: 1047.045288
	Iteration 4F: 3 clusters Score -5710268 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -5715912.500000 Penalty: 1047.045288
	Iteration 5F: 3 clusters Score -5715912 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -5720459.000000 Penalty: 1047.045288
	Iteration 6F: 3 clusters Score -5720459 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 96661 members 
Entering Unmasked Estep 
Score: -5723465.500000 Penalty: 1047.045288
	Iteration 7Q: 3 clusters Score -5723466 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 98175 members 
Entering Unmasked Estep 
Score: -5724937.000000 Penalty: 1047.045288
	Iteration 8Q: 3 clusters Score -5724937 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 98792 members 
Entering Unmasked Estep 
Score: -5725631.000000 Penalty: 1047.045288
	Iteration 9Q: 3 clusters Score -5725631 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 99024 members 
Entering Unmasked Estep 
Score: -5725830.500000 Penalty: 1047.045288
	Iteration 10Q: 3 clusters Score -5725830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -5725961.500000 Penalty: 1047.045288
	Iteration 11Q: 3 clusters Score -5725962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -5726041.000000 Penalty: 1047.045288
	Iteration 12Q: 3 clusters Score -5726041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99208 members 
Entering Unmasked Estep 
Score: -5726064.500000 Penalty: 1047.045288
	Iteration 13Q: 3 clusters Score -5726064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 99217 members 
Entering Unmasked Estep 
Score: -5726082.000000 Penalty: 1047.045288
	Iteration 14Q: 3 clusters Score -5726082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99221 members 
Entering Unmasked Estep 
Score: -5726089.500000 Penalty: 1047.045288
	Iteration 15Q: 3 clusters Score -5726090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99222 members 
Entering Unmasked Estep 
Score: -5726092.500000 Penalty: 1047.045288
	Iteration 16Q: 3 clusters Score -5726092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99221 members 
Entering Unmasked Estep 
Score: -5726094.000000 Penalty: 1047.045288
	Iteration 17Q: 3 clusters Score -5726094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99221 members 
Entering Unmasked Estep 
Score: -5726094.000000 Penalty: 1047.045288
	Iteration 18F: 3 clusters Score -5726094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -31051.009766 Penalty: 288.885834
	Iteration 0F: 2 clusters Score -31051.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -30503.076172 Penalty: 577.771667
	Iteration 0F: 3 clusters Score -30503.08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -30651.988281 Penalty: 577.771667
	Iteration 1F: 3 clusters Score -30651.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30690.720703 Penalty: 577.771667
	Iteration 2F: 3 clusters Score -30690.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30721.351562 Penalty: 577.771667
	Iteration 3F: 3 clusters Score -30721.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30754.986328 Penalty: 577.771667
	Iteration 4F: 3 clusters Score -30754.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -30789.394531 Penalty: 577.771667
	Iteration 5Q: 3 clusters Score -30789.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -30819.894531 Penalty: 577.771667
	Iteration 6Q: 3 clusters Score -30819.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -30858.753906 Penalty: 577.771667
	Iteration 7Q: 3 clusters Score -30858.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -30881.214844 Penalty: 577.771667
	Iteration 8Q: 3 clusters Score -30881.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -30908.101562 Penalty: 577.771667
	Iteration 9Q: 3 clusters Score -30908.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -30929.035156 Penalty: 577.771667
	Iteration 10Q: 3 clusters Score -30929.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -30951.638672 Penalty: 577.771667
	Iteration 11Q: 3 clusters Score -30951.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -30973.585938 Penalty: 577.771667
	Iteration 12Q: 3 clusters Score -30973.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -30998.177734 Penalty: 577.771667
	Iteration 13Q: 3 clusters Score -30998.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -31011.056641 Penalty: 577.771667
	Iteration 14Q: 3 clusters Score -31011.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -31020.998047 Penalty: 577.771667
	Iteration 15Q: 3 clusters Score -31021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -31029.095703 Penalty: 577.771667
	Iteration 16Q: 3 clusters Score -31029.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -31030.830078 Penalty: 577.771667
	Iteration 17Q: 3 clusters Score -31030.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -31031.382812 Penalty: 577.771667
	Iteration 18Q: 3 clusters Score -31031.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -31032.781250 Penalty: 577.771667
	Iteration 19F: 3 clusters Score -31032.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -31035.503906 Penalty: 577.771667
	Iteration 20F: 3 clusters Score -31035.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -31036.015625 Penalty: 577.771667
	Iteration 21Q: 3 clusters Score -31036.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -31036.015625 Penalty: 577.771667
	Iteration 22F: 3 clusters Score -31036.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -31057.759766 Penalty: 297.287384
	Iteration 0F: 2 clusters Score -31057.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -30458.939453 Penalty: 594.574768
	Iteration 0F: 3 clusters Score -30458.94 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -30653.998047 Penalty: 594.574768
	Iteration 1F: 3 clusters Score -30654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -30750.546875 Penalty: 594.574768
	Iteration 2F: 3 clusters Score -30750.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -30845.318359 Penalty: 594.574768
	Iteration 3F: 3 clusters Score -30845.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -30904.521484 Penalty: 594.574768
	Iteration 4F: 3 clusters Score -30904.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -30964.251953 Penalty: 594.574768
	Iteration 5Q: 3 clusters Score -30964.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -31003.953125 Penalty: 594.574768
	Iteration 6Q: 3 clusters Score -31003.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -31033.490234 Penalty: 594.574768
	Iteration 7Q: 3 clusters Score -31033.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -31047.968750 Penalty: 594.574768
	Iteration 8Q: 3 clusters Score -31047.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -31058.009766 Penalty: 594.574768
	Iteration 9Q: 3 clusters Score -31058.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -31062.710938 Penalty: 594.574768
	Iteration 10Q: 3 clusters Score -31062.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -31069.003906 Penalty: 594.574768
	Iteration 11Q: 3 clusters Score -31069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -31074.173828 Penalty: 594.574768
	Iteration 12Q: 3 clusters Score -31074.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -31075.763672 Penalty: 594.574768
	Iteration 13Q: 3 clusters Score -31075.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -31080.810547 Penalty: 594.574768
	Iteration 14Q: 3 clusters Score -31080.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -31084.917969 Penalty: 594.574768
	Iteration 15Q: 3 clusters Score -31084.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -31090.937500 Penalty: 594.574768
	Iteration 16Q: 3 clusters Score -31090.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -31099.658203 Penalty: 594.574768
	Iteration 17Q: 3 clusters Score -31099.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -31102.898438 Penalty: 594.574768
	Iteration 18Q: 3 clusters Score -31102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -31105.083984 Penalty: 594.574768
	Iteration 19Q: 3 clusters Score -31105.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -31106.072266 Penalty: 594.574768
	Iteration 20F: 3 clusters Score -31106.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -31106.425781 Penalty: 594.574768
	Iteration 21Q: 3 clusters Score -31106.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -31106.425781 Penalty: 594.574768
	Iteration 22F: 3 clusters Score -31106.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10418 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 94 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 3339 members 
Mstep: Class 18 contains 631 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 163 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 444 members 
Mstep: Class 39 contains 87 members 
Mstep: Class 40 contains 129 members 
Mstep: Class 41 contains 694 members 
Mstep: Class 42 contains 1160 members 
Mstep: Class 43 contains 145 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 525 members 
Entering Unmasked Estep 
Score: -10134287.000000 Penalty: 24872.951172
Splitting cluster 22 changes total score from -10133223.000000 to -10134287.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 23 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -18112.191406 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -18112.19 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 181 members 
Entering Unmasked Estep 
Score: -17725.429688 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -17725.43 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18011.712891 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -18011.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18340.123047 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -18340.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18443.345703 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -18443.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18477.437500 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -18477.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18486.314453 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -18486.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18490.257812 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -18490.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18494.748047 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -18494.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18496.642578 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -18496.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18496.642578 Penalty: 537.882507
	Iteration 9F: 3 clusters Score -18496.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10418 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 94 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 3339 members 
Mstep: Class 18 contains 631 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 163 members 
Mstep: Class 23 contains 138 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 444 members 
Mstep: Class 39 contains 87 members 
Mstep: Class 40 contains 129 members 
Mstep: Class 41 contains 694 members 
Mstep: Class 42 contains 1160 members 
Mstep: Class 43 contains 145 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 525 members 
Mstep: Class 46 contains 231 members 
Entering Unmasked Estep 
Score: -10134381.000000 Penalty: 25425.683594
Splitting cluster 23 changes total score from -10133223.000000 to -10134381.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 24 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -13076.135742 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -13076.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12751.179688 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -12751.18 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12908.361328 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -12908.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12964.060547 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -12964.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12978.197266 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -12978.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12982.758789 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -12982.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12984.713867 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -12984.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12985.006836 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -12985.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12985.006836 Penalty: 506.371338
	Iteration 7F: 3 clusters Score -12985.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -117287.273438 Penalty: 352.456696
	Iteration 0F: 2 clusters Score -117287.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -115626.398438 Penalty: 704.913391
	Iteration 0F: 3 clusters Score -115626.4 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -116279.835938 Penalty: 704.913391
	Iteration 1F: 3 clusters Score -116279.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -116459.335938 Penalty: 704.913391
	Iteration 2F: 3 clusters Score -116459.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -116617.921875 Penalty: 704.913391
	Iteration 3F: 3 clusters Score -116617.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -116728.359375 Penalty: 704.913391
	Iteration 4F: 3 clusters Score -116728.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -116787.976562 Penalty: 704.913391
	Iteration 5Q: 3 clusters Score -116788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -116809.039062 Penalty: 704.913391
	Iteration 6Q: 3 clusters Score -116809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -116819.726562 Penalty: 704.913391
	Iteration 7Q: 3 clusters Score -116819.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -116829.007812 Penalty: 704.913391
	Iteration 8Q: 3 clusters Score -116829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -116837.625000 Penalty: 704.913391
	Iteration 9Q: 3 clusters Score -116837.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -116845.828125 Penalty: 704.913391
	Iteration 10Q: 3 clusters Score -116845.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -116854.554688 Penalty: 704.913391
	Iteration 11Q: 3 clusters Score -116854.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -116868.289062 Penalty: 704.913391
	Iteration 12Q: 3 clusters Score -116868.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -116886.953125 Penalty: 704.913391
	Iteration 13Q: 3 clusters Score -116887 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -116902.625000 Penalty: 704.913391
	Iteration 14Q: 3 clusters Score -116902.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -116911.460938 Penalty: 704.913391
	Iteration 15Q: 3 clusters Score -116911.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -116914.601562 Penalty: 704.913391
	Iteration 16Q: 3 clusters Score -116914.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -116917.656250 Penalty: 704.913391
	Iteration 17Q: 3 clusters Score -116917.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -116922.226562 Penalty: 704.913391
	Iteration 18Q: 3 clusters Score -116922.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -116924.242188 Penalty: 704.913391
	Iteration 19Q: 3 clusters Score -116924.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -116926.500000 Penalty: 704.913391
	Iteration 20F: 3 clusters Score -116926.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -116927.953125 Penalty: 704.913391
	Iteration 21Q: 3 clusters Score -116928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -116928.289062 Penalty: 704.913391
	Iteration 22Q: 3 clusters Score -116928.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -116928.757812 Penalty: 704.913391
	Iteration 23Q: 3 clusters Score -116928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -116928.828125 Penalty: 704.913391
	Iteration 24Q: 3 clusters Score -116928.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -116929.031250 Penalty: 704.913391
	Iteration 25Q: 3 clusters Score -116929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -116929.171875 Penalty: 704.913391
	Iteration 26Q: 3 clusters Score -116929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -116929.156250 Penalty: 704.913391
	Iteration 27Q: 3 clusters Score -116929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -116929.234375 Penalty: 704.913391
	Iteration 28Q: 3 clusters Score -116929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -116929.351562 Penalty: 704.913391
	Iteration 29Q: 3 clusters Score -116929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -116929.351562 Penalty: 704.913391
	Iteration 30F: 3 clusters Score -116929.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Entering Unmasked Estep 
Score: -343673.093750 Penalty: 395.515930
	Iteration 0F: 2 clusters Score -343673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -339677.125000 Penalty: 791.031860
	Iteration 0F: 3 clusters Score -339677.1 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -341196.843750 Penalty: 791.031860
	Iteration 1F: 3 clusters Score -341196.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -341366.875000 Penalty: 791.031860
	Iteration 2F: 3 clusters Score -341366.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -341554.468750 Penalty: 791.031860
	Iteration 3F: 3 clusters Score -341554.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -341755.312500 Penalty: 791.031860
	Iteration 4F: 3 clusters Score -341755.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -342002.187500 Penalty: 791.031860
	Iteration 5F: 3 clusters Score -342002.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -342314.343750 Penalty: 791.031860
	Iteration 6F: 3 clusters Score -342314.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -342649.062500 Penalty: 791.031860
	Iteration 7F: 3 clusters Score -342649.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -342927.750000 Penalty: 791.031860
	Iteration 8Q: 3 clusters Score -342927.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -343119.875000 Penalty: 791.031860
	Iteration 9Q: 3 clusters Score -343119.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -343212.218750 Penalty: 791.031860
	Iteration 10Q: 3 clusters Score -343212.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -343262.625000 Penalty: 791.031860
	Iteration 11Q: 3 clusters Score -343262.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -343301.656250 Penalty: 791.031860
	Iteration 12Q: 3 clusters Score -343301.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -343328.437500 Penalty: 791.031860
	Iteration 13Q: 3 clusters Score -343328.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -343338.343750 Penalty: 791.031860
	Iteration 14Q: 3 clusters Score -343338.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -343351.218750 Penalty: 791.031860
	Iteration 15Q: 3 clusters Score -343351.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -343355.843750 Penalty: 791.031860
	Iteration 16Q: 3 clusters Score -343355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -343359.781250 Penalty: 791.031860
	Iteration 17Q: 3 clusters Score -343359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -343361.093750 Penalty: 791.031860
	Iteration 18Q: 3 clusters Score -343361.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -343362.562500 Penalty: 791.031860
	Iteration 19Q: 3 clusters Score -343362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -343365.250000 Penalty: 791.031860
	Iteration 20F: 3 clusters Score -343365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -343367.968750 Penalty: 791.031860
	Iteration 21Q: 3 clusters Score -343368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -343367.968750 Penalty: 791.031860
	Iteration 22F: 3 clusters Score -343368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Entering Unmasked Estep 
Score: -361180.531250 Penalty: 401.173553
	Iteration 0F: 2 clusters Score -361180.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -356649.468750 Penalty: 802.347107
	Iteration 0F: 3 clusters Score -356649.5 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -358420.531250 Penalty: 802.347107
	Iteration 1F: 3 clusters Score -358420.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -358708.937500 Penalty: 802.347107
	Iteration 2F: 3 clusters Score -358708.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -359086.187500 Penalty: 802.347107
	Iteration 3F: 3 clusters Score -359086.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -359572.687500 Penalty: 802.347107
	Iteration 4F: 3 clusters Score -359572.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -360001.312500 Penalty: 802.347107
	Iteration 5F: 3 clusters Score -360001.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -360255.968750 Penalty: 802.347107
	Iteration 6F: 3 clusters Score -360256 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -360380.218750 Penalty: 802.347107
	Iteration 7Q: 3 clusters Score -360380.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -360440.156250 Penalty: 802.347107
	Iteration 8Q: 3 clusters Score -360440.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -360486.500000 Penalty: 802.347107
	Iteration 9Q: 3 clusters Score -360486.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -360525.500000 Penalty: 802.347107
	Iteration 10Q: 3 clusters Score -360525.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -360555.625000 Penalty: 802.347107
	Iteration 11Q: 3 clusters Score -360555.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -360588.000000 Penalty: 802.347107
	Iteration 12Q: 3 clusters Score -360588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -360609.531250 Penalty: 802.347107
	Iteration 13Q: 3 clusters Score -360609.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -360629.406250 Penalty: 802.347107
	Iteration 14Q: 3 clusters Score -360629.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -360649.812500 Penalty: 802.347107
	Iteration 15Q: 3 clusters Score -360649.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -360673.593750 Penalty: 802.347107
	Iteration 16Q: 3 clusters Score -360673.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -360695.250000 Penalty: 802.347107
	Iteration 17Q: 3 clusters Score -360695.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -360704.812500 Penalty: 802.347107
	Iteration 18Q: 3 clusters Score -360704.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -360716.000000 Penalty: 802.347107
	Iteration 19Q: 3 clusters Score -360716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -360731.281250 Penalty: 802.347107
	Iteration 20F: 3 clusters Score -360731.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -360744.531250 Penalty: 802.347107
	Iteration 21Q: 3 clusters Score -360744.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -360757.906250 Penalty: 802.347107
	Iteration 22Q: 3 clusters Score -360757.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -360771.000000 Penalty: 802.347107
	Iteration 23Q: 3 clusters Score -360771 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -360788.500000 Penalty: 802.347107
	Iteration 24Q: 3 clusters Score -360788.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -360804.187500 Penalty: 802.347107
	Iteration 25Q: 3 clusters Score -360804.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -360824.843750 Penalty: 802.347107
	Iteration 26Q: 3 clusters Score -360824.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -360840.687500 Penalty: 802.347107
	Iteration 27Q: 3 clusters Score -360840.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -360853.312500 Penalty: 802.347107
	Iteration 28Q: 3 clusters Score -360853.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -360866.000000 Penalty: 802.347107
	Iteration 29Q: 3 clusters Score -360866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -360877.187500 Penalty: 802.347107
	Iteration 30Q: 3 clusters Score -360877.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -360886.843750 Penalty: 802.347107
	Iteration 31Q: 3 clusters Score -360886.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -360893.718750 Penalty: 802.347107
	Iteration 32Q: 3 clusters Score -360893.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -360897.812500 Penalty: 802.347107
	Iteration 33Q: 3 clusters Score -360897.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -360901.000000 Penalty: 802.347107
	Iteration 34Q: 3 clusters Score -360901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -360905.031250 Penalty: 802.347107
	Iteration 35Q: 3 clusters Score -360905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -360909.687500 Penalty: 802.347107
	Iteration 36Q: 3 clusters Score -360909.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -360913.718750 Penalty: 802.347107
	Iteration 37Q: 3 clusters Score -360913.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -360914.875000 Penalty: 802.347107
	Iteration 38Q: 3 clusters Score -360914.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -360917.062500 Penalty: 802.347107
	Iteration 39Q: 3 clusters Score -360917.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -360919.906250 Penalty: 802.347107
	Iteration 40F: 3 clusters Score -360919.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -360921.937500 Penalty: 802.347107
	Iteration 41Q: 3 clusters Score -360921.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -360923.875000 Penalty: 802.347107
	Iteration 42Q: 3 clusters Score -360923.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -360926.562500 Penalty: 802.347107
	Iteration 43Q: 3 clusters Score -360926.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -360927.906250 Penalty: 802.347107
	Iteration 44Q: 3 clusters Score -360927.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -360929.937500 Penalty: 802.347107
	Iteration 45Q: 3 clusters Score -360929.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -360931.156250 Penalty: 802.347107
	Iteration 46Q: 3 clusters Score -360931.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -360932.312500 Penalty: 802.347107
	Iteration 47Q: 3 clusters Score -360932.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -360933.593750 Penalty: 802.347107
	Iteration 48Q: 3 clusters Score -360933.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -360934.718750 Penalty: 802.347107
	Iteration 49Q: 3 clusters Score -360934.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -360936.062500 Penalty: 802.347107
	Iteration 50Q: 3 clusters Score -360936.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -360937.968750 Penalty: 802.347107
	Iteration 51Q: 3 clusters Score -360938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -360940.156250 Penalty: 802.347107
	Iteration 52Q: 3 clusters Score -360940.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -360943.187500 Penalty: 802.347107
	Iteration 53Q: 3 clusters Score -360943.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -360945.718750 Penalty: 802.347107
	Iteration 54Q: 3 clusters Score -360945.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -360949.843750 Penalty: 802.347107
	Iteration 55Q: 3 clusters Score -360949.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -360955.062500 Penalty: 802.347107
	Iteration 56Q: 3 clusters Score -360955.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -360958.625000 Penalty: 802.347107
	Iteration 57Q: 3 clusters Score -360958.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -360963.406250 Penalty: 802.347107
	Iteration 58Q: 3 clusters Score -360963.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -360965.125000 Penalty: 802.347107
	Iteration 59Q: 3 clusters Score -360965.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -360969.500000 Penalty: 802.347107
	Iteration 60F: 3 clusters Score -360969.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -360975.468750 Penalty: 802.347107
	Iteration 61Q: 3 clusters Score -360975.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -360979.312500 Penalty: 802.347107
	Iteration 62Q: 3 clusters Score -360979.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -360984.093750 Penalty: 802.347107
	Iteration 63Q: 3 clusters Score -360984.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -360988.375000 Penalty: 802.347107
	Iteration 64Q: 3 clusters Score -360988.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -360992.843750 Penalty: 802.347107
	Iteration 65Q: 3 clusters Score -360992.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -360999.343750 Penalty: 802.347107
	Iteration 66Q: 3 clusters Score -360999.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -361005.375000 Penalty: 802.347107
	Iteration 67Q: 3 clusters Score -361005.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -361010.062500 Penalty: 802.347107
	Iteration 68Q: 3 clusters Score -361010.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -361015.718750 Penalty: 802.347107
	Iteration 69Q: 3 clusters Score -361015.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -361019.843750 Penalty: 802.347107
	Iteration 70Q: 3 clusters Score -361019.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -361025.031250 Penalty: 802.347107
	Iteration 71Q: 3 clusters Score -361025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -361028.531250 Penalty: 802.347107
	Iteration 72Q: 3 clusters Score -361028.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -361030.593750 Penalty: 802.347107
	Iteration 73Q: 3 clusters Score -361030.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -361032.250000 Penalty: 802.347107
	Iteration 74Q: 3 clusters Score -361032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -361032.593750 Penalty: 802.347107
	Iteration 75Q: 3 clusters Score -361032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -361033.562500 Penalty: 802.347107
	Iteration 76Q: 3 clusters Score -361033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -361033.906250 Penalty: 802.347107
	Iteration 77Q: 3 clusters Score -361033.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -361034.406250 Penalty: 802.347107
	Iteration 78Q: 3 clusters Score -361034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -361034.687500 Penalty: 802.347107
	Iteration 79Q: 3 clusters Score -361034.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -361034.687500 Penalty: 802.347107
	Iteration 80F: 3 clusters Score -361034.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -31207.765625 Penalty: 300.045807
	Iteration 0F: 2 clusters Score -31207.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -30637.488281 Penalty: 600.091614
	Iteration 0F: 3 clusters Score -30637.49 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -30947.277344 Penalty: 600.091614
	Iteration 1F: 3 clusters Score -30947.28 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -31058.677734 Penalty: 600.091614
	Iteration 2F: 3 clusters Score -31058.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -31090.855469 Penalty: 600.091614
	Iteration 3Q: 3 clusters Score -31090.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -31108.597656 Penalty: 600.091614
	Iteration 4Q: 3 clusters Score -31108.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -31128.037109 Penalty: 600.091614
	Iteration 5Q: 3 clusters Score -31128.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -31164.058594 Penalty: 600.091614
	Iteration 6Q: 3 clusters Score -31164.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -31181.744141 Penalty: 600.091614
	Iteration 7Q: 3 clusters Score -31181.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -31187.076172 Penalty: 600.091614
	Iteration 8Q: 3 clusters Score -31187.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -31194.365234 Penalty: 600.091614
	Iteration 9Q: 3 clusters Score -31194.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -31194.816406 Penalty: 600.091614
	Iteration 10Q: 3 clusters Score -31194.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -31195.111328 Penalty: 600.091614
	Iteration 11Q: 3 clusters Score -31195.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -31195.111328 Penalty: 600.091614
	Iteration 12F: 3 clusters Score -31195.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -39074.054688 Penalty: 295.945099
	Iteration 0F: 2 clusters Score -39074.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -38473.171875 Penalty: 591.890198
	Iteration 0F: 3 clusters Score -38473.17 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -38639.878906 Penalty: 591.890198
	Iteration 1F: 3 clusters Score -38639.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -38687.671875 Penalty: 591.890198
	Iteration 2F: 3 clusters Score -38687.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -38720.761719 Penalty: 591.890198
	Iteration 3F: 3 clusters Score -38720.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -38746.617188 Penalty: 591.890198
	Iteration 4F: 3 clusters Score -38746.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -38764.625000 Penalty: 591.890198
	Iteration 5Q: 3 clusters Score -38764.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -38774.781250 Penalty: 591.890198
	Iteration 6Q: 3 clusters Score -38774.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38783.886719 Penalty: 591.890198
	Iteration 7Q: 3 clusters Score -38783.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38788.351562 Penalty: 591.890198
	Iteration 8Q: 3 clusters Score -38788.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38789.484375 Penalty: 591.890198
	Iteration 9Q: 3 clusters Score -38789.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -38789.679688 Penalty: 591.890198
	Iteration 10Q: 3 clusters Score -38789.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -38790.414062 Penalty: 591.890198
	Iteration 11Q: 3 clusters Score -38790.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -38790.414062 Penalty: 591.890198
	Iteration 12F: 3 clusters Score -38790.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -34341.046875 Penalty: 298.975159
	Iteration 0F: 2 clusters Score -34341.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -33716.289062 Penalty: 597.950317
	Iteration 0F: 3 clusters Score -33716.29 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -34002.445312 Penalty: 597.950317
	Iteration 1F: 3 clusters Score -34002.45 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -34104.531250 Penalty: 597.950317
	Iteration 2F: 3 clusters Score -34104.53 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -34160.964844 Penalty: 597.950317
	Iteration 3F: 3 clusters Score -34160.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -34190.058594 Penalty: 597.950317
	Iteration 4Q: 3 clusters Score -34190.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34202.609375 Penalty: 597.950317
	Iteration 5Q: 3 clusters Score -34202.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -34207.246094 Penalty: 597.950317
	Iteration 6Q: 3 clusters Score -34207.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -34215.722656 Penalty: 597.950317
	Iteration 7Q: 3 clusters Score -34215.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34229.519531 Penalty: 597.950317
	Iteration 8Q: 3 clusters Score -34229.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -34244.738281 Penalty: 597.950317
	Iteration 9Q: 3 clusters Score -34244.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -34259.648438 Penalty: 597.950317
	Iteration 10Q: 3 clusters Score -34259.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -34267.976562 Penalty: 597.950317
	Iteration 11Q: 3 clusters Score -34267.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -34274.550781 Penalty: 597.950317
	Iteration 12Q: 3 clusters Score -34274.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -34277.761719 Penalty: 597.950317
	Iteration 13Q: 3 clusters Score -34277.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -34279.246094 Penalty: 597.950317
	Iteration 14Q: 3 clusters Score -34279.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -34281.785156 Penalty: 597.950317
	Iteration 15Q: 3 clusters Score -34281.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -34282.378906 Penalty: 597.950317
	Iteration 16Q: 3 clusters Score -34282.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -34282.378906 Penalty: 597.950317
	Iteration 17F: 3 clusters Score -34282.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6199 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10418 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 94 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 3339 members 
Mstep: Class 18 contains 631 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 163 members 
Mstep: Class 23 contains 138 members 
Mstep: Class 24 contains 261 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 731 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135419.000000 Penalty: 25425.683594
Iteration 79Q: 47 clusters Score -1.013542e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6230 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 10378 members 
Mstep: Class 7 contains 260 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 225 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 164 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34495 members 
Mstep: Class 15 contains 3157 members 
Mstep: Class 16 contains 485 members 
Mstep: Class 17 contains 3241 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99346 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 175 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 258 members 
Mstep: Class 25 contains 2315 members 
Mstep: Class 26 contains 5942 members 
Mstep: Class 27 contains 6811 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 670 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 621 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 712 members 
Mstep: Class 35 contains 471 members 
Mstep: Class 36 contains 169 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 444 members 
Mstep: Class 39 contains 87 members 
Mstep: Class 40 contains 129 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1079 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 196 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136462.000000 Penalty: 25425.683594
Iteration 80F: 47 clusters Score -1.013646e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6239 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 1850 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 10369 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 216 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 166 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34472 members 
Mstep: Class 15 contains 3158 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 17 contains 3162 members 
Mstep: Class 18 contains 582 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99350 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 188 members 
Mstep: Class 23 contains 132 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 5909 members 
Mstep: Class 27 contains 6809 members 
Mstep: Class 28 contains 763 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 502 members 
Mstep: Class 32 contains 643 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 87 members 
Mstep: Class 40 contains 129 members 
Mstep: Class 41 contains 715 members 
Mstep: Class 42 contains 1145 members 
Mstep: Class 43 contains 193 members 
Mstep: Class 44 contains 220 members 
Mstep: Class 45 contains 558 members 
Mstep: Class 46 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136996.000000 Penalty: 25425.683594
Iteration 81Q: 47 clusters Score -1.0137e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6255 members 
Mstep: Class 3 contains 712 members 
Mstep: Class 4 contains 1826 members 
Mstep: Class 5 contains 339 members 
Mstep: Class 6 contains 10368 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34457 members 
Mstep: Class 15 contains 3155 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 57 members 
Mstep: Class 20 contains 99358 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 130 members 
Mstep: Class 24 contains 245 members 
Mstep: Class 25 contains 2312 members 
Mstep: Class 26 contains 5884 members 
Mstep: Class 27 contains 6832 members 
Mstep: Class 28 contains 771 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 697 members 
Mstep: Class 31 contains 497 members 
Mstep: Class 32 contains 644 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 699 members 
Mstep: Class 35 contains 541 members 
Mstep: Class 36 contains 181 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 456 members 
Mstep: Class 39 contains 87 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 1175 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 224 members 
Mstep: Class 45 contains 567 members 
Mstep: Class 46 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137231.000000 Penalty: 25425.683594
Iteration 82Q: 47 clusters Score -1.013723e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6265 members 
Mstep: Class 3 contains 710 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 10372 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 168 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34440 members 
Mstep: Class 15 contains 3154 members 
Mstep: Class 16 contains 504 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 57 members 
Mstep: Class 20 contains 99357 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 205 members 
Mstep: Class 23 contains 129 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 2318 members 
Mstep: Class 26 contains 5869 members 
Mstep: Class 27 contains 6855 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 647 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 694 members 
Mstep: Class 35 contains 554 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 732 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 571 members 
Mstep: Class 46 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137320.000000 Penalty: 25425.683594
Iteration 83Q: 47 clusters Score -1.013732e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6288 members 
Mstep: Class 3 contains 709 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 10373 members 
Mstep: Class 7 contains 234 members 
Mstep: Class 8 contains 249 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34439 members 
Mstep: Class 15 contains 3146 members 
Mstep: Class 16 contains 505 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99368 members 
Mstep: Class 21 contains 604 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 128 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5848 members 
Mstep: Class 27 contains 6866 members 
Mstep: Class 28 contains 785 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 491 members 
Mstep: Class 32 contains 649 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 685 members 
Mstep: Class 35 contains 566 members 
Mstep: Class 36 contains 193 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 734 members 
Mstep: Class 42 contains 1204 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 228 members 
Mstep: Class 45 contains 579 members 
Mstep: Class 46 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137373.000000 Penalty: 25425.683594
Iteration 84Q: 47 clusters Score -1.013737e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6309 members 
Mstep: Class 3 contains 709 members 
Mstep: Class 4 contains 1757 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 10375 members 
Mstep: Class 7 contains 232 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 170 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34444 members 
Mstep: Class 15 contains 3144 members 
Mstep: Class 16 contains 505 members 
Mstep: Class 17 contains 3036 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99371 members 
Mstep: Class 21 contains 604 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 128 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 2322 members 
Mstep: Class 26 contains 5831 members 
Mstep: Class 27 contains 6875 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 489 members 
Mstep: Class 32 contains 653 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 681 members 
Mstep: Class 35 contains 569 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 452 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 740 members 
Mstep: Class 42 contains 1216 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 228 members 
Mstep: Class 45 contains 584 members 
Mstep: Class 46 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137492.000000 Penalty: 25425.683594
Iteration 85Q: 47 clusters Score -1.013749e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6340 members 
Mstep: Class 3 contains 710 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 339 members 
Mstep: Class 6 contains 10379 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 171 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34440 members 
Mstep: Class 15 contains 3144 members 
Mstep: Class 16 contains 501 members 
Mstep: Class 17 contains 3029 members 
Mstep: Class 18 contains 553 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99371 members 
Mstep: Class 21 contains 605 members 
Mstep: Class 22 contains 198 members 
Mstep: Class 23 contains 127 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5816 members 
Mstep: Class 27 contains 6885 members 
Mstep: Class 28 contains 805 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 484 members 
Mstep: Class 32 contains 655 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 675 members 
Mstep: Class 35 contains 576 members 
Mstep: Class 36 contains 202 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 1220 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 228 members 
Mstep: Class 45 contains 586 members 
Mstep: Class 46 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137589.000000 Penalty: 25425.683594
Iteration 86Q: 47 clusters Score -1.013759e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6370 members 
Mstep: Class 3 contains 713 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 339 members 
Mstep: Class 6 contains 10381 members 
Mstep: Class 7 contains 221 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34438 members 
Mstep: Class 15 contains 3147 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 553 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99377 members 
Mstep: Class 21 contains 604 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 128 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5802 members 
Mstep: Class 27 contains 6894 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 655 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 672 members 
Mstep: Class 35 contains 582 members 
Mstep: Class 36 contains 209 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 1222 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 228 members 
Mstep: Class 45 contains 588 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137645.000000 Penalty: 25425.683594
Iteration 87Q: 47 clusters Score -1.013764e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6388 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 1665 members 
Mstep: Class 5 contains 339 members 
Mstep: Class 6 contains 10377 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 8 contains 239 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 173 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34443 members 
Mstep: Class 15 contains 3147 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99376 members 
Mstep: Class 21 contains 604 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 131 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2326 members 
Mstep: Class 26 contains 5793 members 
Mstep: Class 27 contains 6908 members 
Mstep: Class 28 contains 829 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 694 members 
Mstep: Class 31 contains 469 members 
Mstep: Class 32 contains 660 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 668 members 
Mstep: Class 35 contains 589 members 
Mstep: Class 36 contains 217 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 734 members 
Mstep: Class 42 contains 1220 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137736.000000 Penalty: 25425.683594
Iteration 88Q: 47 clusters Score -1.013774e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6405 members 
Mstep: Class 3 contains 718 members 
Mstep: Class 4 contains 1641 members 
Mstep: Class 5 contains 338 members 
Mstep: Class 6 contains 10376 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 175 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34441 members 
Mstep: Class 15 contains 3146 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 3000 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99375 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 133 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2326 members 
Mstep: Class 26 contains 5785 members 
Mstep: Class 27 contains 6917 members 
Mstep: Class 28 contains 834 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 464 members 
Mstep: Class 32 contains 670 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 667 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 220 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 716 members 
Mstep: Class 42 contains 1222 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137855.000000 Penalty: 25425.683594
Iteration 89Q: 47 clusters Score -1.013786e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6411 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 1623 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10378 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34448 members 
Mstep: Class 15 contains 3141 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99379 members 
Mstep: Class 21 contains 605 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2326 members 
Mstep: Class 26 contains 5775 members 
Mstep: Class 27 contains 6923 members 
Mstep: Class 28 contains 840 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 462 members 
Mstep: Class 32 contains 681 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 665 members 
Mstep: Class 35 contains 598 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 692 members 
Mstep: Class 42 contains 1222 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138166.000000 Penalty: 25425.683594
Iteration 90Q: 47 clusters Score -1.013817e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 714 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 10381 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34451 members 
Mstep: Class 15 contains 3139 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 2990 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99380 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5770 members 
Mstep: Class 27 contains 6928 members 
Mstep: Class 28 contains 844 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 748 members 
Mstep: Class 31 contains 461 members 
Mstep: Class 32 contains 687 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 661 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 691 members 
Mstep: Class 42 contains 1223 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138330.000000 Penalty: 25425.683594
Iteration 91Q: 47 clusters Score -1.013833e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6421 members 
Mstep: Class 3 contains 714 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 10380 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34453 members 
Mstep: Class 15 contains 3139 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99385 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5765 members 
Mstep: Class 27 contains 6929 members 
Mstep: Class 28 contains 848 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 749 members 
Mstep: Class 31 contains 461 members 
Mstep: Class 32 contains 693 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 657 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 697 members 
Mstep: Class 42 contains 1223 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138379.000000 Penalty: 25425.683594
Iteration 92Q: 47 clusters Score -1.013838e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6428 members 
Mstep: Class 3 contains 714 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 10380 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34454 members 
Mstep: Class 15 contains 3138 members 
Mstep: Class 16 contains 476 members 
Mstep: Class 17 contains 2985 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99386 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5762 members 
Mstep: Class 27 contains 6935 members 
Mstep: Class 28 contains 854 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 747 members 
Mstep: Class 31 contains 461 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 657 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 701 members 
Mstep: Class 42 contains 1223 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138367.000000 Penalty: 25425.683594
Iteration 93Q: 47 clusters Score -1.013837e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6437 members 
Mstep: Class 3 contains 714 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 10381 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34455 members 
Mstep: Class 15 contains 3137 members 
Mstep: Class 16 contains 475 members 
Mstep: Class 17 contains 2982 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5760 members 
Mstep: Class 27 contains 6941 members 
Mstep: Class 28 contains 856 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 747 members 
Mstep: Class 31 contains 461 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 700 members 
Mstep: Class 42 contains 1224 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138379.000000 Penalty: 25425.683594
Iteration 94Q: 47 clusters Score -1.013838e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6439 members 
Mstep: Class 3 contains 711 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 10382 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34456 members 
Mstep: Class 15 contains 3132 members 
Mstep: Class 16 contains 471 members 
Mstep: Class 17 contains 2982 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99385 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5759 members 
Mstep: Class 27 contains 6942 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 747 members 
Mstep: Class 31 contains 461 members 
Mstep: Class 32 contains 708 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 703 members 
Mstep: Class 42 contains 1225 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138362.000000 Penalty: 25425.683594
Iteration 95Q: 47 clusters Score -1.013836e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6440 members 
Mstep: Class 3 contains 709 members 
Mstep: Class 4 contains 1563 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10382 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34460 members 
Mstep: Class 15 contains 3129 members 
Mstep: Class 16 contains 472 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99385 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2326 members 
Mstep: Class 26 contains 5756 members 
Mstep: Class 27 contains 6946 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 745 members 
Mstep: Class 31 contains 461 members 
Mstep: Class 32 contains 712 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 704 members 
Mstep: Class 42 contains 1225 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138386.000000 Penalty: 25425.683594
Iteration 96Q: 47 clusters Score -1.013839e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6441 members 
Mstep: Class 3 contains 710 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10382 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34462 members 
Mstep: Class 15 contains 3128 members 
Mstep: Class 16 contains 472 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99385 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5754 members 
Mstep: Class 27 contains 6948 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 746 members 
Mstep: Class 31 contains 461 members 
Mstep: Class 32 contains 720 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 648 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 704 members 
Mstep: Class 42 contains 1225 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138404.000000 Penalty: 25425.683594
Iteration 97Q: 47 clusters Score -1.01384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6448 members 
Mstep: Class 3 contains 711 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10382 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 472 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99387 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5753 members 
Mstep: Class 27 contains 6951 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 744 members 
Mstep: Class 31 contains 461 members 
Mstep: Class 32 contains 724 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 648 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 704 members 
Mstep: Class 42 contains 1225 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138391.000000 Penalty: 25425.683594
Iteration 98Q: 47 clusters Score -1.013839e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 709 members 
Mstep: Class 4 contains 1530 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10382 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34460 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 472 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99388 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 744 members 
Mstep: Class 31 contains 461 members 
Mstep: Class 32 contains 729 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 649 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 704 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138404.000000 Penalty: 25425.683594
Iteration 99Q: 47 clusters Score -1.01384e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6471 members 
Mstep: Class 3 contains 709 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10383 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34459 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 472 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99387 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6954 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 741 members 
Mstep: Class 31 contains 461 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 648 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 704 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138427.000000 Penalty: 25425.683594
Iteration 100F: 47 clusters Score -1.013843e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 710 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34460 members 
Mstep: Class 15 contains 3125 members 
Mstep: Class 16 contains 475 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99386 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 197 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6954 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 740 members 
Mstep: Class 31 contains 461 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 648 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 705 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138440.000000 Penalty: 25425.683594
Iteration 101Q: 47 clusters Score -1.013844e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 709 members 
Mstep: Class 4 contains 1481 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 100 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 476 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99384 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 740 members 
Mstep: Class 31 contains 461 members 
Mstep: Class 32 contains 744 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 707 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138422.000000 Penalty: 25425.683594
Iteration 102Q: 47 clusters Score -1.013842e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 710 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 871 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 740 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 646 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 707 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138436.000000 Penalty: 25425.683594
Iteration 103Q: 47 clusters Score -1.013844e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6509 members 
Mstep: Class 3 contains 710 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 874 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 739 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 748 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 644 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 707 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138443.000000 Penalty: 25425.683594
Iteration 104Q: 47 clusters Score -1.013844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6521 members 
Mstep: Class 3 contains 709 members 
Mstep: Class 4 contains 1444 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 878 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 735 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 750 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 643 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 707 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138456.000000 Penalty: 25425.683594
Iteration 105Q: 47 clusters Score -1.013846e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6535 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 1433 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 885 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 728 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 755 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 642 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 707 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138488.000000 Penalty: 25425.683594
Iteration 106Q: 47 clusters Score -1.013849e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34459 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 472 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 889 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 727 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 757 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 641 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 707 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138490.000000 Penalty: 25425.683594
Iteration 107Q: 47 clusters Score -1.013849e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 226 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34459 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 472 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 757 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 640 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 708 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138480.000000 Penalty: 25425.683594
Iteration 108Q: 47 clusters Score -1.013848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6571 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 1407 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34460 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 472 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 895 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 719 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 757 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 708 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138499.000000 Penalty: 25425.683594
Iteration 109Q: 47 clusters Score -1.01385e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6582 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34460 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 472 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 899 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 713 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 757 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 637 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 708 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138509.000000 Penalty: 25425.683594
Iteration 110Q: 47 clusters Score -1.013851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 756 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 635 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 708 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138513.000000 Penalty: 25425.683594
Iteration 111Q: 47 clusters Score -1.013851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6594 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1393 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 255 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 756 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 634 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138502.000000 Penalty: 25425.683594
Iteration 112Q: 47 clusters Score -1.01385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6595 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1390 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 633 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 709 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138506.000000 Penalty: 25425.683594
Iteration 113Q: 47 clusters Score -1.013851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6599 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 899 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138509.000000 Penalty: 25425.683594
Iteration 114Q: 47 clusters Score -1.013851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6603 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 761 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 631 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138516.000000 Penalty: 25425.683594
Iteration 115Q: 47 clusters Score -1.013852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6603 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34460 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 903 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 709 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 763 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 631 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138512.000000 Penalty: 25425.683594
Iteration 116Q: 47 clusters Score -1.013851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6603 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 904 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 706 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 763 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138518.000000 Penalty: 25425.683594
Iteration 117Q: 47 clusters Score -1.013852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6605 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 906 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 703 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138518.000000 Penalty: 25425.683594
Iteration 118Q: 47 clusters Score -1.013852e+07 nChanged 1
Entering ConstructFrom: 
Score: -10138518.000000 Penalty: 25425.683594
Entering ConstructFrom: 
Trying to split cluster 1 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -55446.109375 Penalty: 318.140381
	Iteration 0F: 2 clusters Score -55446.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -54580.386719 Penalty: 636.280762
	Iteration 0F: 3 clusters Score -54580.39 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -55084.023438 Penalty: 636.280762
	Iteration 1F: 3 clusters Score -55084.02 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -55254.605469 Penalty: 636.280762
	Iteration 2F: 3 clusters Score -55254.61 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -55354.218750 Penalty: 636.280762
	Iteration 3F: 3 clusters Score -55354.22 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -55414.355469 Penalty: 636.280762
	Iteration 4F: 3 clusters Score -55414.36 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -55491.179688 Penalty: 636.280762
	Iteration 5F: 3 clusters Score -55491.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -55596.101562 Penalty: 636.280762
	Iteration 6F: 3 clusters Score -55596.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -55696.332031 Penalty: 636.280762
	Iteration 7F: 3 clusters Score -55696.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -55742.996094 Penalty: 636.280762
	Iteration 8Q: 3 clusters Score -55743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -55761.285156 Penalty: 636.280762
	Iteration 9Q: 3 clusters Score -55761.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -55778.316406 Penalty: 636.280762
	Iteration 10Q: 3 clusters Score -55778.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -55786.992188 Penalty: 636.280762
	Iteration 11Q: 3 clusters Score -55786.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -55794.398438 Penalty: 636.280762
	Iteration 12Q: 3 clusters Score -55794.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -55799.218750 Penalty: 636.280762
	Iteration 13Q: 3 clusters Score -55799.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -55804.378906 Penalty: 636.280762
	Iteration 14Q: 3 clusters Score -55804.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -55804.378906 Penalty: 636.280762
	Iteration 15F: 3 clusters Score -55804.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6605 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 907 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Entering Unmasked Estep 
Score: -10138649.000000 Penalty: 25978.416016
Splitting cluster 1 changes total score from -10138518.000000 to -10138649.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 2 (6605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Entering Unmasked Estep 
Score: -345166.031250 Penalty: 400.198975
	Iteration 0F: 2 clusters Score -345166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -340761.156250 Penalty: 800.397949
	Iteration 0F: 3 clusters Score -340761.2 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -342652.968750 Penalty: 800.397949
	Iteration 1F: 3 clusters Score -342653 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -342928.812500 Penalty: 800.397949
	Iteration 2F: 3 clusters Score -342928.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -343190.062500 Penalty: 800.397949
	Iteration 3F: 3 clusters Score -343190.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -343459.468750 Penalty: 800.397949
	Iteration 4F: 3 clusters Score -343459.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -343736.187500 Penalty: 800.397949
	Iteration 5F: 3 clusters Score -343736.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -343955.125000 Penalty: 800.397949
	Iteration 6Q: 3 clusters Score -343955.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -344116.375000 Penalty: 800.397949
	Iteration 7Q: 3 clusters Score -344116.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -344231.468750 Penalty: 800.397949
	Iteration 8Q: 3 clusters Score -344231.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -344307.531250 Penalty: 800.397949
	Iteration 9Q: 3 clusters Score -344307.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -344366.875000 Penalty: 800.397949
	Iteration 10Q: 3 clusters Score -344366.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -344418.781250 Penalty: 800.397949
	Iteration 11Q: 3 clusters Score -344418.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -344461.531250 Penalty: 800.397949
	Iteration 12Q: 3 clusters Score -344461.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -344499.218750 Penalty: 800.397949
	Iteration 13Q: 3 clusters Score -344499.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -344538.593750 Penalty: 800.397949
	Iteration 14Q: 3 clusters Score -344538.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -344574.281250 Penalty: 800.397949
	Iteration 15Q: 3 clusters Score -344574.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -344613.812500 Penalty: 800.397949
	Iteration 16Q: 3 clusters Score -344613.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -344676.812500 Penalty: 800.397949
	Iteration 17Q: 3 clusters Score -344676.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -344753.281250 Penalty: 800.397949
	Iteration 18Q: 3 clusters Score -344753.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -344853.000000 Penalty: 800.397949
	Iteration 19Q: 3 clusters Score -344853 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -344938.593750 Penalty: 800.397949
	Iteration 20F: 3 clusters Score -344938.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -345015.625000 Penalty: 800.397949
	Iteration 21Q: 3 clusters Score -345015.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -345087.812500 Penalty: 800.397949
	Iteration 22Q: 3 clusters Score -345087.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -345152.968750 Penalty: 800.397949
	Iteration 23Q: 3 clusters Score -345153 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -345213.781250 Penalty: 800.397949
	Iteration 24Q: 3 clusters Score -345213.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -345257.875000 Penalty: 800.397949
	Iteration 25Q: 3 clusters Score -345257.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -345290.437500 Penalty: 800.397949
	Iteration 26Q: 3 clusters Score -345290.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -345328.593750 Penalty: 800.397949
	Iteration 27Q: 3 clusters Score -345328.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -345371.875000 Penalty: 800.397949
	Iteration 28Q: 3 clusters Score -345371.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -345418.218750 Penalty: 800.397949
	Iteration 29Q: 3 clusters Score -345418.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -345487.343750 Penalty: 800.397949
	Iteration 30Q: 3 clusters Score -345487.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -345573.812500 Penalty: 800.397949
	Iteration 31Q: 3 clusters Score -345573.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -345650.656250 Penalty: 800.397949
	Iteration 32Q: 3 clusters Score -345650.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -345739.531250 Penalty: 800.397949
	Iteration 33Q: 3 clusters Score -345739.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -345839.343750 Penalty: 800.397949
	Iteration 34Q: 3 clusters Score -345839.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -345895.250000 Penalty: 800.397949
	Iteration 35Q: 3 clusters Score -345895.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -345942.718750 Penalty: 800.397949
	Iteration 36Q: 3 clusters Score -345942.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -345980.062500 Penalty: 800.397949
	Iteration 37Q: 3 clusters Score -345980.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -346006.343750 Penalty: 800.397949
	Iteration 38Q: 3 clusters Score -346006.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -346035.812500 Penalty: 800.397949
	Iteration 39Q: 3 clusters Score -346035.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -346061.531250 Penalty: 800.397949
	Iteration 40F: 3 clusters Score -346061.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -346079.218750 Penalty: 800.397949
	Iteration 41Q: 3 clusters Score -346079.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -346106.562500 Penalty: 800.397949
	Iteration 42Q: 3 clusters Score -346106.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -346134.468750 Penalty: 800.397949
	Iteration 43Q: 3 clusters Score -346134.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -346167.968750 Penalty: 800.397949
	Iteration 44Q: 3 clusters Score -346168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -346181.281250 Penalty: 800.397949
	Iteration 45Q: 3 clusters Score -346181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -346187.218750 Penalty: 800.397949
	Iteration 46Q: 3 clusters Score -346187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -346186.937500 Penalty: 800.397949
	Iteration 47Q: 3 clusters Score -346186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -346187.843750 Penalty: 800.397949
	Iteration 48Q: 3 clusters Score -346187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -346188.750000 Penalty: 800.397949
	Iteration 49Q: 3 clusters Score -346188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -346218.937500 Penalty: 800.397949
	Iteration 50F: 3 clusters Score -346218.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -346257.593750 Penalty: 800.397949
	Iteration 51Q: 3 clusters Score -346257.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -346260.687500 Penalty: 800.397949
	Iteration 52Q: 3 clusters Score -346260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -346261.375000 Penalty: 800.397949
	Iteration 53Q: 3 clusters Score -346261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -346261.375000 Penalty: 800.397949
	Iteration 54F: 3 clusters Score -346261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 907 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Entering Unmasked Estep 
Score: -10139581.000000 Penalty: 26531.148438
Splitting cluster 2 changes total score from -10138518.000000 to -10139581.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 3 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -33929.347656 Penalty: 298.462494
	Iteration 0F: 2 clusters Score -33929.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33336.335938 Penalty: 596.924988
	Iteration 0F: 3 clusters Score -33336.34 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -33687.066406 Penalty: 596.924988
	Iteration 1F: 3 clusters Score -33687.07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33876.703125 Penalty: 596.924988
	Iteration 2F: 3 clusters Score -33876.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33966.253906 Penalty: 596.924988
	Iteration 3F: 3 clusters Score -33966.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -34030.714844 Penalty: 596.924988
	Iteration 4F: 3 clusters Score -34030.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34092.816406 Penalty: 596.924988
	Iteration 5Q: 3 clusters Score -34092.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34140.218750 Penalty: 596.924988
	Iteration 6Q: 3 clusters Score -34140.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34157.937500 Penalty: 596.924988
	Iteration 7Q: 3 clusters Score -34157.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34160.804688 Penalty: 596.924988
	Iteration 8Q: 3 clusters Score -34160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34166.328125 Penalty: 596.924988
	Iteration 9Q: 3 clusters Score -34166.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34176.769531 Penalty: 596.924988
	Iteration 10Q: 3 clusters Score -34176.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34182.089844 Penalty: 596.924988
	Iteration 11Q: 3 clusters Score -34182.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34185.242188 Penalty: 596.924988
	Iteration 12Q: 3 clusters Score -34185.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34186.671875 Penalty: 596.924988
	Iteration 13Q: 3 clusters Score -34186.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34190.792969 Penalty: 596.924988
	Iteration 14Q: 3 clusters Score -34190.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34193.457031 Penalty: 596.924988
	Iteration 15Q: 3 clusters Score -34193.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34194.226562 Penalty: 596.924988
	Iteration 16Q: 3 clusters Score -34194.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34194.226562 Penalty: 596.924988
	Iteration 17F: 3 clusters Score -34194.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 907 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 274 members 
Entering Unmasked Estep 
Score: -10139598.000000 Penalty: 27083.880859
Splitting cluster 3 changes total score from -10138518.000000 to -10139598.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 4 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -73489.335938 Penalty: 328.891663
	Iteration 0F: 2 clusters Score -73489.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -72423.445312 Penalty: 657.783325
	Iteration 0F: 3 clusters Score -72423.45 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -72865.015625 Penalty: 657.783325
	Iteration 1F: 3 clusters Score -72865.02 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -73004.984375 Penalty: 657.783325
	Iteration 2F: 3 clusters Score -73004.98 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -73080.445312 Penalty: 657.783325
	Iteration 3F: 3 clusters Score -73080.45 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -73129.945312 Penalty: 657.783325
	Iteration 4Q: 3 clusters Score -73129.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -73163.109375 Penalty: 657.783325
	Iteration 5Q: 3 clusters Score -73163.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -73194.625000 Penalty: 657.783325
	Iteration 6Q: 3 clusters Score -73194.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -73220.101562 Penalty: 657.783325
	Iteration 7Q: 3 clusters Score -73220.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73238.570312 Penalty: 657.783325
	Iteration 8Q: 3 clusters Score -73238.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -73256.976562 Penalty: 657.783325
	Iteration 9Q: 3 clusters Score -73256.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -73268.828125 Penalty: 657.783325
	Iteration 10Q: 3 clusters Score -73268.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -73277.703125 Penalty: 657.783325
	Iteration 11Q: 3 clusters Score -73277.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -73280.984375 Penalty: 657.783325
	Iteration 12Q: 3 clusters Score -73280.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -73286.109375 Penalty: 657.783325
	Iteration 13Q: 3 clusters Score -73286.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -73288.953125 Penalty: 657.783325
	Iteration 14Q: 3 clusters Score -73288.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -73293.718750 Penalty: 657.783325
	Iteration 15Q: 3 clusters Score -73293.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -73301.398438 Penalty: 657.783325
	Iteration 16Q: 3 clusters Score -73301.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -73310.726562 Penalty: 657.783325
	Iteration 17Q: 3 clusters Score -73310.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -73323.140625 Penalty: 657.783325
	Iteration 18Q: 3 clusters Score -73323.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -73332.828125 Penalty: 657.783325
	Iteration 19Q: 3 clusters Score -73332.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -73343.710938 Penalty: 657.783325
	Iteration 20F: 3 clusters Score -73343.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73350.937500 Penalty: 657.783325
	Iteration 21Q: 3 clusters Score -73350.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -73356.460938 Penalty: 657.783325
	Iteration 22Q: 3 clusters Score -73356.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -73361.828125 Penalty: 657.783325
	Iteration 23Q: 3 clusters Score -73361.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -73365.664062 Penalty: 657.783325
	Iteration 24Q: 3 clusters Score -73365.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73366.828125 Penalty: 657.783325
	Iteration 25Q: 3 clusters Score -73366.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73368.179688 Penalty: 657.783325
	Iteration 26Q: 3 clusters Score -73368.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73369.507812 Penalty: 657.783325
	Iteration 27Q: 3 clusters Score -73369.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73369.929688 Penalty: 657.783325
	Iteration 28Q: 3 clusters Score -73369.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -73370.007812 Penalty: 657.783325
	Iteration 29Q: 3 clusters Score -73370.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -73370.007812 Penalty: 657.783325
	Iteration 30F: 3 clusters Score -73370.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -18555.083984 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -18555.08 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 164 members 
Entering Unmasked Estep 
Score: -18173.199219 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -18173.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18323.312500 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -18323.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18416.105469 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -18416.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18479.322266 Penalty: 529.357117
	Iteration 3F: 3 clusters Score -18479.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18513.421875 Penalty: 529.357117
	Iteration 4F: 3 clusters Score -18513.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18534.808594 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -18534.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18547.619141 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -18547.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18558.136719 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -18558.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18563.654297 Penalty: 529.357117
	Iteration 8Q: 3 clusters Score -18563.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18565.857422 Penalty: 529.357117
	Iteration 9Q: 3 clusters Score -18565.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18566.494141 Penalty: 529.357117
	Iteration 10Q: 3 clusters Score -18566.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18566.494141 Penalty: 529.357117
	Iteration 11F: 3 clusters Score -18566.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 907 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 274 members 
Mstep: Class 50 contains 196 members 
Entering Unmasked Estep 
Score: -10139329.000000 Penalty: 27636.613281
Splitting cluster 5 changes total score from -10138518.000000 to -10139329.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 6 (10384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Entering Unmasked Estep 
Score: -593572.812500 Penalty: 420.784973
	Iteration 0F: 2 clusters Score -593572.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -586574.312500 Penalty: 841.569946
	Iteration 0F: 3 clusters Score -586574.3 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -589674.875000 Penalty: 841.569946
	Iteration 1F: 3 clusters Score -589674.9 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -590287.062500 Penalty: 841.569946
	Iteration 2F: 3 clusters Score -590287.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -591032.437500 Penalty: 841.569946
	Iteration 3F: 3 clusters Score -591032.4 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -591641.687500 Penalty: 841.569946
	Iteration 4F: 3 clusters Score -591641.7 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -592040.375000 Penalty: 841.569946
	Iteration 5F: 3 clusters Score -592040.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -592247.625000 Penalty: 841.569946
	Iteration 6Q: 3 clusters Score -592247.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -592358.812500 Penalty: 841.569946
	Iteration 7Q: 3 clusters Score -592358.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -592449.312500 Penalty: 841.569946
	Iteration 8Q: 3 clusters Score -592449.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -592523.062500 Penalty: 841.569946
	Iteration 9Q: 3 clusters Score -592523.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -592581.687500 Penalty: 841.569946
	Iteration 10Q: 3 clusters Score -592581.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -592626.250000 Penalty: 841.569946
	Iteration 11Q: 3 clusters Score -592626.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -592670.937500 Penalty: 841.569946
	Iteration 12Q: 3 clusters Score -592670.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -592700.812500 Penalty: 841.569946
	Iteration 13Q: 3 clusters Score -592700.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -592727.875000 Penalty: 841.569946
	Iteration 14Q: 3 clusters Score -592727.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -592751.937500 Penalty: 841.569946
	Iteration 15Q: 3 clusters Score -592751.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -592770.062500 Penalty: 841.569946
	Iteration 16Q: 3 clusters Score -592770.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -592785.562500 Penalty: 841.569946
	Iteration 17Q: 3 clusters Score -592785.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -592795.062500 Penalty: 841.569946
	Iteration 18Q: 3 clusters Score -592795.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -592804.437500 Penalty: 841.569946
	Iteration 19Q: 3 clusters Score -592804.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -592809.000000 Penalty: 841.569946
	Iteration 20F: 3 clusters Score -592809 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -592815.750000 Penalty: 841.569946
	Iteration 21Q: 3 clusters Score -592815.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -592819.812500 Penalty: 841.569946
	Iteration 22Q: 3 clusters Score -592819.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -592827.812500 Penalty: 841.569946
	Iteration 23Q: 3 clusters Score -592827.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -592832.125000 Penalty: 841.569946
	Iteration 24Q: 3 clusters Score -592832.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -592836.437500 Penalty: 841.569946
	Iteration 25Q: 3 clusters Score -592836.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -592842.687500 Penalty: 841.569946
	Iteration 26Q: 3 clusters Score -592842.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -592844.562500 Penalty: 841.569946
	Iteration 27Q: 3 clusters Score -592844.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -592846.000000 Penalty: 841.569946
	Iteration 28Q: 3 clusters Score -592846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -592846.875000 Penalty: 841.569946
	Iteration 29Q: 3 clusters Score -592846.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -592847.000000 Penalty: 841.569946
	Iteration 30Q: 3 clusters Score -592847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -592847.875000 Penalty: 841.569946
	Iteration 31Q: 3 clusters Score -592847.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -592849.500000 Penalty: 841.569946
	Iteration 32Q: 3 clusters Score -592849.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -592850.187500 Penalty: 841.569946
	Iteration 33Q: 3 clusters Score -592850.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -592851.062500 Penalty: 841.569946
	Iteration 34Q: 3 clusters Score -592851.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -592851.937500 Penalty: 841.569946
	Iteration 35Q: 3 clusters Score -592851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -592850.562500 Penalty: 841.569946
	Iteration 36Q: 3 clusters Score -592850.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -592851.500000 Penalty: 841.569946
	Iteration 37Q: 3 clusters Score -592851.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -592851.625000 Penalty: 841.569946
	Iteration 38Q: 3 clusters Score -592851.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -592850.937500 Penalty: 841.569946
	Iteration 39Q: 3 clusters Score -592850.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -592851.687500 Penalty: 841.569946
	Iteration 40F: 3 clusters Score -592851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -592851.437500 Penalty: 841.569946
	Iteration 41Q: 3 clusters Score -592851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -592852.562500 Penalty: 841.569946
	Iteration 42Q: 3 clusters Score -592852.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -592852.437500 Penalty: 841.569946
	Iteration 43Q: 3 clusters Score -592852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -592853.687500 Penalty: 841.569946
	Iteration 44Q: 3 clusters Score -592853.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -592854.312500 Penalty: 841.569946
	Iteration 45Q: 3 clusters Score -592854.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -592857.000000 Penalty: 841.569946
	Iteration 46Q: 3 clusters Score -592857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -592857.750000 Penalty: 841.569946
	Iteration 47Q: 3 clusters Score -592857.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -592859.312500 Penalty: 841.569946
	Iteration 48Q: 3 clusters Score -592859.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -592860.187500 Penalty: 841.569946
	Iteration 49Q: 3 clusters Score -592860.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -592862.562500 Penalty: 841.569946
	Iteration 50Q: 3 clusters Score -592862.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -592863.625000 Penalty: 841.569946
	Iteration 51Q: 3 clusters Score -592863.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -592863.562500 Penalty: 841.569946
	Iteration 52Q: 3 clusters Score -592863.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -592867.437500 Penalty: 841.569946
	Iteration 53Q: 3 clusters Score -592867.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -592871.312500 Penalty: 841.569946
	Iteration 54Q: 3 clusters Score -592871.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -592875.437500 Penalty: 841.569946
	Iteration 55Q: 3 clusters Score -592875.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -592880.937500 Penalty: 841.569946
	Iteration 56Q: 3 clusters Score -592880.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -592890.562500 Penalty: 841.569946
	Iteration 57Q: 3 clusters Score -592890.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -592908.375000 Penalty: 841.569946
	Iteration 58Q: 3 clusters Score -592908.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -592930.375000 Penalty: 841.569946
	Iteration 59Q: 3 clusters Score -592930.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -592963.750000 Penalty: 841.569946
	Iteration 60F: 3 clusters Score -592963.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -593002.187500 Penalty: 841.569946
	Iteration 61Q: 3 clusters Score -593002.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -593050.687500 Penalty: 841.569946
	Iteration 62Q: 3 clusters Score -593050.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -593097.937500 Penalty: 841.569946
	Iteration 63Q: 3 clusters Score -593097.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -593150.625000 Penalty: 841.569946
	Iteration 64Q: 3 clusters Score -593150.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -593198.187500 Penalty: 841.569946
	Iteration 65Q: 3 clusters Score -593198.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -593233.187500 Penalty: 841.569946
	Iteration 66Q: 3 clusters Score -593233.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -593260.312500 Penalty: 841.569946
	Iteration 67Q: 3 clusters Score -593260.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -593279.000000 Penalty: 841.569946
	Iteration 68Q: 3 clusters Score -593279 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -593297.187500 Penalty: 841.569946
	Iteration 69Q: 3 clusters Score -593297.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -593311.937500 Penalty: 841.569946
	Iteration 70Q: 3 clusters Score -593311.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -593321.937500 Penalty: 841.569946
	Iteration 71Q: 3 clusters Score -593321.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -593334.375000 Penalty: 841.569946
	Iteration 72Q: 3 clusters Score -593334.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -593343.187500 Penalty: 841.569946
	Iteration 73Q: 3 clusters Score -593343.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -593352.187500 Penalty: 841.569946
	Iteration 74Q: 3 clusters Score -593352.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -593360.312500 Penalty: 841.569946
	Iteration 75Q: 3 clusters Score -593360.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -593364.812500 Penalty: 841.569946
	Iteration 76Q: 3 clusters Score -593364.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -593368.750000 Penalty: 841.569946
	Iteration 77Q: 3 clusters Score -593368.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -593371.000000 Penalty: 841.569946
	Iteration 78Q: 3 clusters Score -593371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -593375.250000 Penalty: 841.569946
	Iteration 79Q: 3 clusters Score -593375.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -593381.500000 Penalty: 841.569946
	Iteration 80F: 3 clusters Score -593381.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -593384.250000 Penalty: 841.569946
	Iteration 81Q: 3 clusters Score -593384.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -593389.437500 Penalty: 841.569946
	Iteration 82Q: 3 clusters Score -593389.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -593393.625000 Penalty: 841.569946
	Iteration 83Q: 3 clusters Score -593393.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -593400.562500 Penalty: 841.569946
	Iteration 84Q: 3 clusters Score -593400.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -593405.625000 Penalty: 841.569946
	Iteration 85Q: 3 clusters Score -593405.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -593410.187500 Penalty: 841.569946
	Iteration 86Q: 3 clusters Score -593410.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -593414.875000 Penalty: 841.569946
	Iteration 87Q: 3 clusters Score -593414.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -593420.000000 Penalty: 841.569946
	Iteration 88Q: 3 clusters Score -593420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -593427.250000 Penalty: 841.569946
	Iteration 89Q: 3 clusters Score -593427.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -593433.437500 Penalty: 841.569946
	Iteration 90Q: 3 clusters Score -593433.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -593436.875000 Penalty: 841.569946
	Iteration 91Q: 3 clusters Score -593436.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -593438.750000 Penalty: 841.569946
	Iteration 92Q: 3 clusters Score -593438.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -593441.187500 Penalty: 841.569946
	Iteration 93Q: 3 clusters Score -593441.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -593441.812500 Penalty: 841.569946
	Iteration 94Q: 3 clusters Score -593441.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -593444.750000 Penalty: 841.569946
	Iteration 95Q: 3 clusters Score -593444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -593444.312500 Penalty: 841.569946
	Iteration 96Q: 3 clusters Score -593444.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -593443.812500 Penalty: 841.569946
	Iteration 97Q: 3 clusters Score -593443.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -593445.187500 Penalty: 841.569946
	Iteration 98Q: 3 clusters Score -593445.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -593444.937500 Penalty: 841.569946
	Iteration 99Q: 3 clusters Score -593444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -593446.000000 Penalty: 841.569946
	Iteration 100F: 3 clusters Score -593446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -593446.937500 Penalty: 841.569946
	Iteration 101Q: 3 clusters Score -593446.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -593446.000000 Penalty: 841.569946
	Iteration 102Q: 3 clusters Score -593446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -593447.000000 Penalty: 841.569946
	Iteration 103Q: 3 clusters Score -593447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -593447.125000 Penalty: 841.569946
	Iteration 104Q: 3 clusters Score -593447.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -593448.250000 Penalty: 841.569946
	Iteration 105Q: 3 clusters Score -593448.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -593449.937500 Penalty: 841.569946
	Iteration 106Q: 3 clusters Score -593449.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -593451.687500 Penalty: 841.569946
	Iteration 107Q: 3 clusters Score -593451.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -593455.375000 Penalty: 841.569946
	Iteration 108Q: 3 clusters Score -593455.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -593458.500000 Penalty: 841.569946
	Iteration 109Q: 3 clusters Score -593458.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -593460.187500 Penalty: 841.569946
	Iteration 110Q: 3 clusters Score -593460.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -593463.062500 Penalty: 841.569946
	Iteration 111Q: 3 clusters Score -593463.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -593467.875000 Penalty: 841.569946
	Iteration 112Q: 3 clusters Score -593467.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -593471.125000 Penalty: 841.569946
	Iteration 113Q: 3 clusters Score -593471.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -593476.625000 Penalty: 841.569946
	Iteration 114Q: 3 clusters Score -593476.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -593481.562500 Penalty: 841.569946
	Iteration 115Q: 3 clusters Score -593481.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -593481.125000 Penalty: 841.569946
	Iteration 116Q: 3 clusters Score -593481.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -593485.125000 Penalty: 841.569946
	Iteration 117Q: 3 clusters Score -593485.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -593485.625000 Penalty: 841.569946
	Iteration 118Q: 3 clusters Score -593485.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -593492.437500 Penalty: 841.569946
	Iteration 119Q: 3 clusters Score -593492.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -593494.937500 Penalty: 841.569946
	Iteration 120F: 3 clusters Score -593494.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -593496.875000 Penalty: 841.569946
	Iteration 121Q: 3 clusters Score -593496.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -593502.562500 Penalty: 841.569946
	Iteration 122Q: 3 clusters Score -593502.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -593507.562500 Penalty: 841.569946
	Iteration 123Q: 3 clusters Score -593507.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -593511.750000 Penalty: 841.569946
	Iteration 124Q: 3 clusters Score -593511.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -593515.625000 Penalty: 841.569946
	Iteration 125Q: 3 clusters Score -593515.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -593517.812500 Penalty: 841.569946
	Iteration 126Q: 3 clusters Score -593517.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -593522.312500 Penalty: 841.569946
	Iteration 127Q: 3 clusters Score -593522.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -593524.937500 Penalty: 841.569946
	Iteration 128Q: 3 clusters Score -593524.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -593528.000000 Penalty: 841.569946
	Iteration 129Q: 3 clusters Score -593528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -593530.312500 Penalty: 841.569946
	Iteration 130Q: 3 clusters Score -593530.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -593531.062500 Penalty: 841.569946
	Iteration 131Q: 3 clusters Score -593531.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -593532.625000 Penalty: 841.569946
	Iteration 132Q: 3 clusters Score -593532.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -593533.312500 Penalty: 841.569946
	Iteration 133Q: 3 clusters Score -593533.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -593534.125000 Penalty: 841.569946
	Iteration 134Q: 3 clusters Score -593534.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -593534.125000 Penalty: 841.569946
	Iteration 135Q: 3 clusters Score -593534.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -593535.125000 Penalty: 841.569946
	Iteration 136Q: 3 clusters Score -593535.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -593534.500000 Penalty: 841.569946
	Iteration 137Q: 3 clusters Score -593534.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -593535.687500 Penalty: 841.569946
	Iteration 138Q: 3 clusters Score -593535.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -593535.625000 Penalty: 841.569946
	Iteration 139Q: 3 clusters Score -593535.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -593536.750000 Penalty: 841.569946
	Iteration 140F: 3 clusters Score -593536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -593537.000000 Penalty: 841.569946
	Iteration 141Q: 3 clusters Score -593537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -593537.187500 Penalty: 841.569946
	Iteration 142Q: 3 clusters Score -593537.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -593537.562500 Penalty: 841.569946
	Iteration 143Q: 3 clusters Score -593537.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -593537.125000 Penalty: 841.569946
	Iteration 144Q: 3 clusters Score -593537.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -593537.125000 Penalty: 841.569946
	Iteration 145F: 3 clusters Score -593537.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -4268.017090 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -4268.017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4005.438721 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -4005.439 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -4079.338623 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -4079.339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4111.257324 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -4111.257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4125.482422 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -4125.482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4130.602539 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -4130.603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4132.326660 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -4132.327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4146.120605 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -4146.121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4149.550293 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -4149.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4151.346191 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -4151.346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4154.059082 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -4154.059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4160.701172 Penalty: 487.449371
	Iteration 10Q: 3 clusters Score -4160.701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4161.994141 Penalty: 487.449371
	Iteration 11Q: 3 clusters Score -4161.994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4161.994141 Penalty: 487.449371
	Iteration 12F: 3 clusters Score -4161.994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -11502.348633 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -11502.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11247.575195 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -11247.58 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11425.810547 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -11425.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11528.192383 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -11528.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11554.897461 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -11554.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11575.209961 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -11575.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11591.061523 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -11591.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11605.345703 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -11605.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11619.689453 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -11619.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11625.500977 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -11625.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11625.500977 Penalty: 492.865143
	Iteration 9F: 3 clusters Score -11625.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 98 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 907 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 274 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 127 members 
Entering Unmasked Estep 
Score: -10139144.000000 Penalty: 28189.345703
Splitting cluster 8 changes total score from -10138518.000000 to -10139144.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 9 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -10114.834961 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -10114.83 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 112 members 
Entering Unmasked Estep 
Score: -9810.074219 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -9810.074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9903.853516 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9903.854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9933.470703 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9933.471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9948.935547 Penalty: 484.836731
	Iteration 3F: 3 clusters Score -9948.936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9961.254883 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9961.255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9963.364258 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9963.364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9969.168945 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9969.169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9972.134766 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -9972.135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9977.653320 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -9977.653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9977.653320 Penalty: 484.836731
	Iteration 9F: 3 clusters Score -9977.653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -32663.230469 Penalty: 294.421387
	Iteration 0F: 2 clusters Score -32663.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -32087.041016 Penalty: 588.842773
	Iteration 0F: 3 clusters Score -32087.04 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32381.898438 Penalty: 588.842773
	Iteration 1F: 3 clusters Score -32381.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -32541.775391 Penalty: 588.842773
	Iteration 2F: 3 clusters Score -32541.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -32598.511719 Penalty: 588.842773
	Iteration 3F: 3 clusters Score -32598.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32629.646484 Penalty: 588.842773
	Iteration 4Q: 3 clusters Score -32629.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -32650.218750 Penalty: 588.842773
	Iteration 5Q: 3 clusters Score -32650.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -32671.578125 Penalty: 588.842773
	Iteration 6Q: 3 clusters Score -32671.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -32689.404297 Penalty: 588.842773
	Iteration 7Q: 3 clusters Score -32689.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -32701.244141 Penalty: 588.842773
	Iteration 8Q: 3 clusters Score -32701.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -32708.125000 Penalty: 588.842773
	Iteration 9Q: 3 clusters Score -32708.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -32710.613281 Penalty: 588.842773
	Iteration 10Q: 3 clusters Score -32710.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -32714.460938 Penalty: 588.842773
	Iteration 11Q: 3 clusters Score -32714.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -32718.833984 Penalty: 588.842773
	Iteration 12Q: 3 clusters Score -32718.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -32719.207031 Penalty: 588.842773
	Iteration 13Q: 3 clusters Score -32719.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -32719.207031 Penalty: 588.842773
	Iteration 14F: 3 clusters Score -32719.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 98 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 907 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 274 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 311 members 
Entering Unmasked Estep 
Score: -10138950.000000 Penalty: 28742.078125
Splitting cluster 10 changes total score from -10138518.000000 to -10138950.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 11 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -9830.542969 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -9830.543 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 90 members 
Entering Unmasked Estep 
Score: -9570.925781 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -9570.926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9676.550781 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -9676.551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9739.712891 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -9739.713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9799.600586 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -9799.601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9834.055664 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -9834.056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9857.083008 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -9857.083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9862.558594 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -9862.559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9863.249023 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -9863.249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9863.249023 Penalty: 471.029633
	Iteration 8F: 3 clusters Score -9863.249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 98 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 80 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 907 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 274 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 311 members 
Mstep: Class 53 contains 97 members 
Entering Unmasked Estep 
Score: -10138660.000000 Penalty: 29294.808594
Splitting cluster 11 changes total score from -10138518.000000 to -10138660.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 12 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -4289.971680 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -4289.972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4117.084473 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -4117.084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4159.857422 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -4159.857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4160.104492 Penalty: 419.975952
	Iteration 2Q: 3 clusters Score -4160.104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4160.104492 Penalty: 419.975952
	Iteration 3F: 3 clusters Score -4160.104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -9673.357422 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -9673.357 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 101 members 
Entering Unmasked Estep 
Score: -9414.334961 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -9414.335 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9505.965820 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -9505.966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9535.374023 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -9535.374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9554.428711 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -9554.429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9557.562500 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -9557.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9557.562500 Penalty: 487.019104
	Iteration 5F: 3 clusters Score -9557.562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Entering Unmasked Estep 
Score: -1843579.125000 Penalty: 475.365021
	Iteration 0F: 2 clusters Score -1843579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1820458.500000 Penalty: 950.730042
	Iteration 0F: 3 clusters Score -1820458 nChanged 16479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -1830730.625000 Penalty: 950.730042
	Iteration 1F: 3 clusters Score -1830731 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -1831708.875000 Penalty: 950.730042
	Iteration 2F: 3 clusters Score -1831709 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -1832997.125000 Penalty: 950.730042
	Iteration 3F: 3 clusters Score -1832997 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -1834648.000000 Penalty: 950.730042
	Iteration 4F: 3 clusters Score -1834648 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -1836717.000000 Penalty: 950.730042
	Iteration 5F: 3 clusters Score -1836717 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -1838407.250000 Penalty: 950.730042
	Iteration 6F: 3 clusters Score -1838407 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -1839252.125000 Penalty: 950.730042
	Iteration 7Q: 3 clusters Score -1839252 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -1839718.000000 Penalty: 950.730042
	Iteration 8Q: 3 clusters Score -1839718 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -1840088.375000 Penalty: 950.730042
	Iteration 9Q: 3 clusters Score -1840088 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -1840400.625000 Penalty: 950.730042
	Iteration 10Q: 3 clusters Score -1840401 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -1840687.500000 Penalty: 950.730042
	Iteration 11Q: 3 clusters Score -1840688 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -1840952.625000 Penalty: 950.730042
	Iteration 12Q: 3 clusters Score -1840953 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -1841178.750000 Penalty: 950.730042
	Iteration 13Q: 3 clusters Score -1841179 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -1841373.625000 Penalty: 950.730042
	Iteration 14Q: 3 clusters Score -1841374 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -1841537.625000 Penalty: 950.730042
	Iteration 15Q: 3 clusters Score -1841538 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -1841703.875000 Penalty: 950.730042
	Iteration 16Q: 3 clusters Score -1841704 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -1841876.500000 Penalty: 950.730042
	Iteration 17Q: 3 clusters Score -1841876 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -1842057.375000 Penalty: 950.730042
	Iteration 18Q: 3 clusters Score -1842057 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -1842185.875000 Penalty: 950.730042
	Iteration 19Q: 3 clusters Score -1842186 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -1842297.500000 Penalty: 950.730042
	Iteration 20F: 3 clusters Score -1842298 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -1842389.750000 Penalty: 950.730042
	Iteration 21Q: 3 clusters Score -1842390 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -1842477.250000 Penalty: 950.730042
	Iteration 22Q: 3 clusters Score -1842477 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -1842553.500000 Penalty: 950.730042
	Iteration 23Q: 3 clusters Score -1842554 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -1842617.375000 Penalty: 950.730042
	Iteration 24Q: 3 clusters Score -1842617 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -1842663.375000 Penalty: 950.730042
	Iteration 25Q: 3 clusters Score -1842663 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -1842719.125000 Penalty: 950.730042
	Iteration 26Q: 3 clusters Score -1842719 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -1842761.125000 Penalty: 950.730042
	Iteration 27Q: 3 clusters Score -1842761 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -1842814.375000 Penalty: 950.730042
	Iteration 28Q: 3 clusters Score -1842814 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -1842860.500000 Penalty: 950.730042
	Iteration 29Q: 3 clusters Score -1842860 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -1842889.125000 Penalty: 950.730042
	Iteration 30Q: 3 clusters Score -1842889 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -1842924.250000 Penalty: 950.730042
	Iteration 31Q: 3 clusters Score -1842924 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -1842954.625000 Penalty: 950.730042
	Iteration 32Q: 3 clusters Score -1842955 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -1842983.750000 Penalty: 950.730042
	Iteration 33Q: 3 clusters Score -1842984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -1843001.500000 Penalty: 950.730042
	Iteration 34Q: 3 clusters Score -1843002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -1843015.625000 Penalty: 950.730042
	Iteration 35Q: 3 clusters Score -1843016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -1843028.500000 Penalty: 950.730042
	Iteration 36Q: 3 clusters Score -1843028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -1843044.375000 Penalty: 950.730042
	Iteration 37Q: 3 clusters Score -1843044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -1843053.000000 Penalty: 950.730042
	Iteration 38Q: 3 clusters Score -1843053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -1843060.625000 Penalty: 950.730042
	Iteration 39Q: 3 clusters Score -1843061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -1843063.625000 Penalty: 950.730042
	Iteration 40F: 3 clusters Score -1843064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -1843071.750000 Penalty: 950.730042
	Iteration 41Q: 3 clusters Score -1843072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -1843081.625000 Penalty: 950.730042
	Iteration 42Q: 3 clusters Score -1843082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -1843090.375000 Penalty: 950.730042
	Iteration 43Q: 3 clusters Score -1843090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -1843097.500000 Penalty: 950.730042
	Iteration 44Q: 3 clusters Score -1843098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -1843099.625000 Penalty: 950.730042
	Iteration 45Q: 3 clusters Score -1843100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -1843104.000000 Penalty: 950.730042
	Iteration 46Q: 3 clusters Score -1843104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -1843107.625000 Penalty: 950.730042
	Iteration 47Q: 3 clusters Score -1843108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -1843110.000000 Penalty: 950.730042
	Iteration 48Q: 3 clusters Score -1843110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -1843110.375000 Penalty: 950.730042
	Iteration 49Q: 3 clusters Score -1843110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -1843111.875000 Penalty: 950.730042
	Iteration 50Q: 3 clusters Score -1843112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -1843112.875000 Penalty: 950.730042
	Iteration 51Q: 3 clusters Score -1843113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -1843114.500000 Penalty: 950.730042
	Iteration 52Q: 3 clusters Score -1843114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -1843116.375000 Penalty: 950.730042
	Iteration 53Q: 3 clusters Score -1843116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -1843117.000000 Penalty: 950.730042
	Iteration 54Q: 3 clusters Score -1843117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -1843121.125000 Penalty: 950.730042
	Iteration 55Q: 3 clusters Score -1843121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -1843126.625000 Penalty: 950.730042
	Iteration 56Q: 3 clusters Score -1843127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -1843131.750000 Penalty: 950.730042
	Iteration 57Q: 3 clusters Score -1843132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -1843135.875000 Penalty: 950.730042
	Iteration 58Q: 3 clusters Score -1843136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -1843136.125000 Penalty: 950.730042
	Iteration 59Q: 3 clusters Score -1843136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -1843136.000000 Penalty: 950.730042
	Iteration 60F: 3 clusters Score -1843136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Entering Unmasked Estep 
Score: -182055.593750 Penalty: 366.176239
	Iteration 0F: 2 clusters Score -182055.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -179891.046875 Penalty: 732.352478
	Iteration 0F: 3 clusters Score -179891 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -180625.578125 Penalty: 732.352478
	Iteration 1F: 3 clusters Score -180625.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -180756.984375 Penalty: 732.352478
	Iteration 2F: 3 clusters Score -180757 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -180903.406250 Penalty: 732.352478
	Iteration 3F: 3 clusters Score -180903.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -181055.359375 Penalty: 732.352478
	Iteration 4F: 3 clusters Score -181055.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -181184.843750 Penalty: 732.352478
	Iteration 5F: 3 clusters Score -181184.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -181307.937500 Penalty: 732.352478
	Iteration 6F: 3 clusters Score -181307.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -181395.625000 Penalty: 732.352478
	Iteration 7Q: 3 clusters Score -181395.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -181480.718750 Penalty: 732.352478
	Iteration 8Q: 3 clusters Score -181480.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -181558.296875 Penalty: 732.352478
	Iteration 9Q: 3 clusters Score -181558.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -181610.500000 Penalty: 732.352478
	Iteration 10Q: 3 clusters Score -181610.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -181644.046875 Penalty: 732.352478
	Iteration 11Q: 3 clusters Score -181644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -181664.796875 Penalty: 732.352478
	Iteration 12Q: 3 clusters Score -181664.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -181677.000000 Penalty: 732.352478
	Iteration 13Q: 3 clusters Score -181677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -181682.562500 Penalty: 732.352478
	Iteration 14Q: 3 clusters Score -181682.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -181688.046875 Penalty: 732.352478
	Iteration 15Q: 3 clusters Score -181688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -181692.531250 Penalty: 732.352478
	Iteration 16Q: 3 clusters Score -181692.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -181694.171875 Penalty: 732.352478
	Iteration 17Q: 3 clusters Score -181694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -181695.656250 Penalty: 732.352478
	Iteration 18Q: 3 clusters Score -181695.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -181696.953125 Penalty: 732.352478
	Iteration 19Q: 3 clusters Score -181697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -181697.828125 Penalty: 732.352478
	Iteration 20F: 3 clusters Score -181697.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -181698.468750 Penalty: 732.352478
	Iteration 21Q: 3 clusters Score -181698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -181698.796875 Penalty: 732.352478
	Iteration 22Q: 3 clusters Score -181698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -181699.125000 Penalty: 732.352478
	Iteration 23Q: 3 clusters Score -181699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -181699.125000 Penalty: 732.352478
	Iteration 24F: 3 clusters Score -181699.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -24211.218750 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -24211.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23754.404297 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -23754.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23924.875000 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -23924.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23965.998047 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -23966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23979.255859 Penalty: 558.925415
	Iteration 3Q: 3 clusters Score -23979.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23987.664062 Penalty: 558.925415
	Iteration 4Q: 3 clusters Score -23987.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23991.236328 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -23991.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23999.142578 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -23999.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24014.513672 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -24014.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24064.539062 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -24064.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24100.351562 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -24100.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24126.724609 Penalty: 558.925415
	Iteration 10Q: 3 clusters Score -24126.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24138.222656 Penalty: 558.925415
	Iteration 11Q: 3 clusters Score -24138.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24144.921875 Penalty: 558.925415
	Iteration 12Q: 3 clusters Score -24144.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24154.556641 Penalty: 558.925415
	Iteration 13Q: 3 clusters Score -24154.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24165.632812 Penalty: 558.925415
	Iteration 14Q: 3 clusters Score -24165.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24172.560547 Penalty: 558.925415
	Iteration 15Q: 3 clusters Score -24172.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24173.785156 Penalty: 558.925415
	Iteration 16Q: 3 clusters Score -24173.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24173.785156 Penalty: 558.925415
	Iteration 17F: 3 clusters Score -24173.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Entering Unmasked Estep 
Score: -153805.109375 Penalty: 363.985382
	Iteration 0F: 2 clusters Score -153805.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -151760.046875 Penalty: 727.970764
	Iteration 0F: 3 clusters Score -151760 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -152623.140625 Penalty: 727.970764
	Iteration 1F: 3 clusters Score -152623.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -152850.718750 Penalty: 727.970764
	Iteration 2F: 3 clusters Score -152850.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -153028.031250 Penalty: 727.970764
	Iteration 3F: 3 clusters Score -153028 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -153160.046875 Penalty: 727.970764
	Iteration 4F: 3 clusters Score -153160 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -153252.203125 Penalty: 727.970764
	Iteration 5Q: 3 clusters Score -153252.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -153342.250000 Penalty: 727.970764
	Iteration 6Q: 3 clusters Score -153342.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -153428.843750 Penalty: 727.970764
	Iteration 7Q: 3 clusters Score -153428.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -153542.921875 Penalty: 727.970764
	Iteration 8Q: 3 clusters Score -153542.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -153718.859375 Penalty: 727.970764
	Iteration 9Q: 3 clusters Score -153718.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -153928.609375 Penalty: 727.970764
	Iteration 10Q: 3 clusters Score -153928.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -154022.406250 Penalty: 727.970764
	Iteration 11Q: 3 clusters Score -154022.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -154058.046875 Penalty: 727.970764
	Iteration 12Q: 3 clusters Score -154058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -154073.453125 Penalty: 727.970764
	Iteration 13Q: 3 clusters Score -154073.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -154081.437500 Penalty: 727.970764
	Iteration 14Q: 3 clusters Score -154081.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -154084.781250 Penalty: 727.970764
	Iteration 15Q: 3 clusters Score -154084.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -154086.953125 Penalty: 727.970764
	Iteration 16Q: 3 clusters Score -154087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -154087.953125 Penalty: 727.970764
	Iteration 17Q: 3 clusters Score -154088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -154089.593750 Penalty: 727.970764
	Iteration 18Q: 3 clusters Score -154089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -154090.875000 Penalty: 727.970764
	Iteration 19Q: 3 clusters Score -154090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -154093.296875 Penalty: 727.970764
	Iteration 20F: 3 clusters Score -154093.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -154095.109375 Penalty: 727.970764
	Iteration 21Q: 3 clusters Score -154095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -154096.265625 Penalty: 727.970764
	Iteration 22Q: 3 clusters Score -154096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -154097.140625 Penalty: 727.970764
	Iteration 23Q: 3 clusters Score -154097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -154097.640625 Penalty: 727.970764
	Iteration 24Q: 3 clusters Score -154097.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -154097.640625 Penalty: 727.970764
	Iteration 25Q: 3 clusters Score -154097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -154097.640625 Penalty: 727.970764
	Iteration 26F: 3 clusters Score -154097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 98 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 80 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 907 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 274 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 311 members 
Mstep: Class 53 contains 97 members 
Mstep: Class 54 contains 2153 members 
Entering Unmasked Estep 
Score: -10138752.000000 Penalty: 29847.541016
Splitting cluster 17 changes total score from -10138518.000000 to -10138752.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 18 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -16830.013672 Penalty: 287.183929
	Iteration 0F: 2 clusters Score -16830.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16304.765625 Penalty: 574.367859
	Iteration 0F: 3 clusters Score -16304.77 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16531.490234 Penalty: 574.367859
	Iteration 1F: 3 clusters Score -16531.49 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16591.955078 Penalty: 574.367859
	Iteration 2F: 3 clusters Score -16591.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16621.480469 Penalty: 574.367859
	Iteration 3Q: 3 clusters Score -16621.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16647.166016 Penalty: 574.367859
	Iteration 4Q: 3 clusters Score -16647.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16662.587891 Penalty: 574.367859
	Iteration 5Q: 3 clusters Score -16662.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16677.279297 Penalty: 574.367859
	Iteration 6Q: 3 clusters Score -16677.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16683.119141 Penalty: 574.367859
	Iteration 7Q: 3 clusters Score -16683.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16686.357422 Penalty: 574.367859
	Iteration 8Q: 3 clusters Score -16686.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16692.302734 Penalty: 574.367859
	Iteration 9Q: 3 clusters Score -16692.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16701.769531 Penalty: 574.367859
	Iteration 10Q: 3 clusters Score -16701.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -16707.667969 Penalty: 574.367859
	Iteration 11Q: 3 clusters Score -16707.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16708.556641 Penalty: 574.367859
	Iteration 12Q: 3 clusters Score -16708.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -16713.867188 Penalty: 574.367859
	Iteration 13Q: 3 clusters Score -16713.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -16716.138672 Penalty: 574.367859
	Iteration 14Q: 3 clusters Score -16716.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -16716.542969 Penalty: 574.367859
	Iteration 15Q: 3 clusters Score -16716.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -16716.542969 Penalty: 574.367859
	Iteration 16F: 3 clusters Score -16716.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Entering Unmasked Estep 
Score: -1797.201782 Penalty: 183.153488
	Iteration 0F: 2 clusters Score -1797.202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1669.291382 Penalty: 366.306976
	Iteration 0F: 3 clusters Score -1669.291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1708.633911 Penalty: 366.306976
	Iteration 1F: 3 clusters Score -1708.634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Entering Unmasked Estep 
Score: -5730642.500000 Penalty: 523.556519
	Iteration 0F: 2 clusters Score -5730642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -5668615.500000 Penalty: 1047.113037
	Iteration 0F: 3 clusters Score -5668616 nChanged 48578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -5697747.500000 Penalty: 1047.113037
	Iteration 1F: 3 clusters Score -5697748 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -5699940.500000 Penalty: 1047.113037
	Iteration 2F: 3 clusters Score -5699940 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63805 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -5704028.000000 Penalty: 1047.113037
	Iteration 3F: 3 clusters Score -5704028 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70681 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -5710190.500000 Penalty: 1047.113037
	Iteration 4F: 3 clusters Score -5710190 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78240 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -5717678.500000 Penalty: 1047.113037
	Iteration 5F: 3 clusters Score -5717678 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84188 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -5724134.000000 Penalty: 1047.113037
	Iteration 6F: 3 clusters Score -5724134 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87006 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -5727682.000000 Penalty: 1047.113037
	Iteration 7Q: 3 clusters Score -5727682 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -5728769.000000 Penalty: 1047.113037
	Iteration 8Q: 3 clusters Score -5728769 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89081 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -5729127.000000 Penalty: 1047.113037
	Iteration 9Q: 3 clusters Score -5729127 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -5729218.500000 Penalty: 1047.113037
	Iteration 10Q: 3 clusters Score -5729218 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90434 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -5729323.500000 Penalty: 1047.113037
	Iteration 11Q: 3 clusters Score -5729324 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91005 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -5729379.000000 Penalty: 1047.113037
	Iteration 12Q: 3 clusters Score -5729379 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -5729405.500000 Penalty: 1047.113037
	Iteration 13Q: 3 clusters Score -5729406 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91946 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -5729493.000000 Penalty: 1047.113037
	Iteration 14Q: 3 clusters Score -5729493 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92376 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -5729497.500000 Penalty: 1047.113037
	Iteration 15Q: 3 clusters Score -5729498 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92758 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -5729502.000000 Penalty: 1047.113037
	Iteration 16Q: 3 clusters Score -5729502 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93091 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -5729520.500000 Penalty: 1047.113037
	Iteration 17Q: 3 clusters Score -5729520 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -5729579.500000 Penalty: 1047.113037
	Iteration 18Q: 3 clusters Score -5729580 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -5729566.000000 Penalty: 1047.113037
	Iteration 19Q: 3 clusters Score -5729566 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -5729650.500000 Penalty: 1047.113037
	Iteration 20F: 3 clusters Score -5729650 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -5729706.000000 Penalty: 1047.113037
	Iteration 21Q: 3 clusters Score -5729706 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -5729721.500000 Penalty: 1047.113037
	Iteration 22Q: 3 clusters Score -5729722 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94899 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -5729732.000000 Penalty: 1047.113037
	Iteration 23Q: 3 clusters Score -5729732 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95135 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5729786.000000 Penalty: 1047.113037
	Iteration 24Q: 3 clusters Score -5729786 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95375 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -5729841.000000 Penalty: 1047.113037
	Iteration 25Q: 3 clusters Score -5729841 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -5729867.000000 Penalty: 1047.113037
	Iteration 26Q: 3 clusters Score -5729867 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95790 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -5729887.000000 Penalty: 1047.113037
	Iteration 27Q: 3 clusters Score -5729887 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -5729915.500000 Penalty: 1047.113037
	Iteration 28Q: 3 clusters Score -5729916 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96162 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -5729919.000000 Penalty: 1047.113037
	Iteration 29Q: 3 clusters Score -5729919 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96302 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5729916.000000 Penalty: 1047.113037
	Iteration 30Q: 3 clusters Score -5729916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96424 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5729930.000000 Penalty: 1047.113037
	Iteration 31Q: 3 clusters Score -5729930 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96535 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -5729949.500000 Penalty: 1047.113037
	Iteration 32Q: 3 clusters Score -5729950 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5729947.500000 Penalty: 1047.113037
	Iteration 33Q: 3 clusters Score -5729948 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5729955.000000 Penalty: 1047.113037
	Iteration 34Q: 3 clusters Score -5729955 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96823 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5729978.000000 Penalty: 1047.113037
	Iteration 35Q: 3 clusters Score -5729978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96922 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5730001.000000 Penalty: 1047.113037
	Iteration 36Q: 3 clusters Score -5730001 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97015 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5730031.000000 Penalty: 1047.113037
	Iteration 37Q: 3 clusters Score -5730031 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97103 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5730030.500000 Penalty: 1047.113037
	Iteration 38Q: 3 clusters Score -5730030 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97199 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5730052.000000 Penalty: 1047.113037
	Iteration 39Q: 3 clusters Score -5730052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5730118.500000 Penalty: 1047.113037
	Iteration 40F: 3 clusters Score -5730118 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97414 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5730152.500000 Penalty: 1047.113037
	Iteration 41Q: 3 clusters Score -5730152 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5730174.500000 Penalty: 1047.113037
	Iteration 42Q: 3 clusters Score -5730174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97575 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5730200.000000 Penalty: 1047.113037
	Iteration 43Q: 3 clusters Score -5730200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97647 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5730223.000000 Penalty: 1047.113037
	Iteration 44Q: 3 clusters Score -5730223 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97725 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5730241.000000 Penalty: 1047.113037
	Iteration 45Q: 3 clusters Score -5730241 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97801 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5730275.500000 Penalty: 1047.113037
	Iteration 46Q: 3 clusters Score -5730276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5730256.500000 Penalty: 1047.113037
	Iteration 47Q: 3 clusters Score -5730256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5730282.000000 Penalty: 1047.113037
	Iteration 48Q: 3 clusters Score -5730282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97982 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5730279.500000 Penalty: 1047.113037
	Iteration 49Q: 3 clusters Score -5730280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98021 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5730302.500000 Penalty: 1047.113037
	Iteration 50Q: 3 clusters Score -5730302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98064 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5730299.000000 Penalty: 1047.113037
	Iteration 51Q: 3 clusters Score -5730299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98101 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5730299.000000 Penalty: 1047.113037
	Iteration 52Q: 3 clusters Score -5730299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98134 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5730321.000000 Penalty: 1047.113037
	Iteration 53Q: 3 clusters Score -5730321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5730326.500000 Penalty: 1047.113037
	Iteration 54Q: 3 clusters Score -5730326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98189 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5730349.000000 Penalty: 1047.113037
	Iteration 55Q: 3 clusters Score -5730349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98216 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5730356.000000 Penalty: 1047.113037
	Iteration 56Q: 3 clusters Score -5730356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98246 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5730366.000000 Penalty: 1047.113037
	Iteration 57Q: 3 clusters Score -5730366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5730373.500000 Penalty: 1047.113037
	Iteration 58Q: 3 clusters Score -5730374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98272 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5730377.500000 Penalty: 1047.113037
	Iteration 59Q: 3 clusters Score -5730378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98287 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5730373.000000 Penalty: 1047.113037
	Iteration 60F: 3 clusters Score -5730373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98302 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5730385.500000 Penalty: 1047.113037
	Iteration 61Q: 3 clusters Score -5730386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98317 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5730388.000000 Penalty: 1047.113037
	Iteration 62Q: 3 clusters Score -5730388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5730385.000000 Penalty: 1047.113037
	Iteration 63Q: 3 clusters Score -5730385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5730391.000000 Penalty: 1047.113037
	Iteration 64Q: 3 clusters Score -5730391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5730403.000000 Penalty: 1047.113037
	Iteration 65Q: 3 clusters Score -5730403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98387 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5730409.000000 Penalty: 1047.113037
	Iteration 66Q: 3 clusters Score -5730409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5730422.500000 Penalty: 1047.113037
	Iteration 67Q: 3 clusters Score -5730422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98408 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5730423.500000 Penalty: 1047.113037
	Iteration 68Q: 3 clusters Score -5730424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5730420.000000 Penalty: 1047.113037
	Iteration 69Q: 3 clusters Score -5730420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98421 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5730421.500000 Penalty: 1047.113037
	Iteration 70Q: 3 clusters Score -5730422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98423 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5730428.500000 Penalty: 1047.113037
	Iteration 71Q: 3 clusters Score -5730428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5730436.500000 Penalty: 1047.113037
	Iteration 72Q: 3 clusters Score -5730436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5730429.000000 Penalty: 1047.113037
	Iteration 73Q: 3 clusters Score -5730429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98432 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5730436.000000 Penalty: 1047.113037
	Iteration 74Q: 3 clusters Score -5730436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98438 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5730436.500000 Penalty: 1047.113037
	Iteration 75Q: 3 clusters Score -5730436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98445 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5730435.000000 Penalty: 1047.113037
	Iteration 76Q: 3 clusters Score -5730435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5730439.500000 Penalty: 1047.113037
	Iteration 77Q: 3 clusters Score -5730440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98464 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5730440.500000 Penalty: 1047.113037
	Iteration 78Q: 3 clusters Score -5730440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5730430.000000 Penalty: 1047.113037
	Iteration 79Q: 3 clusters Score -5730430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98474 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5730428.000000 Penalty: 1047.113037
	Iteration 80F: 3 clusters Score -5730428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98476 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5730429.000000 Penalty: 1047.113037
	Iteration 81Q: 3 clusters Score -5730429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5730432.500000 Penalty: 1047.113037
	Iteration 82Q: 3 clusters Score -5730432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98480 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5730429.500000 Penalty: 1047.113037
	Iteration 83Q: 3 clusters Score -5730430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5730433.000000 Penalty: 1047.113037
	Iteration 84Q: 3 clusters Score -5730433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98490 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5730439.500000 Penalty: 1047.113037
	Iteration 85Q: 3 clusters Score -5730440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98494 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5730437.000000 Penalty: 1047.113037
	Iteration 86Q: 3 clusters Score -5730437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98503 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5730444.000000 Penalty: 1047.113037
	Iteration 87Q: 3 clusters Score -5730444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98509 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5730447.000000 Penalty: 1047.113037
	Iteration 88Q: 3 clusters Score -5730447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98513 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5730445.000000 Penalty: 1047.113037
	Iteration 89Q: 3 clusters Score -5730445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98518 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5730441.500000 Penalty: 1047.113037
	Iteration 90Q: 3 clusters Score -5730442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98526 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5730439.500000 Penalty: 1047.113037
	Iteration 91Q: 3 clusters Score -5730440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98536 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5730436.000000 Penalty: 1047.113037
	Iteration 92Q: 3 clusters Score -5730436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98544 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5730434.000000 Penalty: 1047.113037
	Iteration 93Q: 3 clusters Score -5730434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98555 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5730439.000000 Penalty: 1047.113037
	Iteration 94Q: 3 clusters Score -5730439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98564 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5730431.500000 Penalty: 1047.113037
	Iteration 95Q: 3 clusters Score -5730432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98573 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5730432.000000 Penalty: 1047.113037
	Iteration 96Q: 3 clusters Score -5730432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98579 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5730444.000000 Penalty: 1047.113037
	Iteration 97Q: 3 clusters Score -5730444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98582 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5730443.000000 Penalty: 1047.113037
	Iteration 98Q: 3 clusters Score -5730443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98585 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5730443.000000 Penalty: 1047.113037
	Iteration 99Q: 3 clusters Score -5730443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98587 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5730446.500000 Penalty: 1047.113037
	Iteration 100F: 3 clusters Score -5730446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98589 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5730441.500000 Penalty: 1047.113037
	Iteration 101Q: 3 clusters Score -5730442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98591 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5730435.500000 Penalty: 1047.113037
	Iteration 102Q: 3 clusters Score -5730436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5730439.500000 Penalty: 1047.113037
	Iteration 103Q: 3 clusters Score -5730440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98598 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5730443.000000 Penalty: 1047.113037
	Iteration 104Q: 3 clusters Score -5730443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98599 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5730442.500000 Penalty: 1047.113037
	Iteration 105Q: 3 clusters Score -5730442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98601 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5730442.000000 Penalty: 1047.113037
	Iteration 106Q: 3 clusters Score -5730442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98603 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5730446.500000 Penalty: 1047.113037
	Iteration 107Q: 3 clusters Score -5730446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98605 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5730443.000000 Penalty: 1047.113037
	Iteration 108Q: 3 clusters Score -5730443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5730445.000000 Penalty: 1047.113037
	Iteration 109Q: 3 clusters Score -5730445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5730445.000000 Penalty: 1047.113037
	Iteration 110F: 3 clusters Score -5730445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -33300.089844 Penalty: 292.109772
	Iteration 0F: 2 clusters Score -33300.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32744.496094 Penalty: 584.219543
	Iteration 0F: 3 clusters Score -32744.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32992.457031 Penalty: 584.219543
	Iteration 1F: 3 clusters Score -32992.46 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -33093.472656 Penalty: 584.219543
	Iteration 2F: 3 clusters Score -33093.47 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33153.261719 Penalty: 584.219543
	Iteration 3F: 3 clusters Score -33153.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33174.429688 Penalty: 584.219543
	Iteration 4Q: 3 clusters Score -33174.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33189.019531 Penalty: 584.219543
	Iteration 5Q: 3 clusters Score -33189.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -33196.074219 Penalty: 584.219543
	Iteration 6Q: 3 clusters Score -33196.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -33200.769531 Penalty: 584.219543
	Iteration 7Q: 3 clusters Score -33200.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -33200.769531 Penalty: 584.219543
	Iteration 8F: 3 clusters Score -33200.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -7835.946289 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -7835.946 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 100 members 
Entering Unmasked Estep 
Score: -7555.621582 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -7555.622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7664.931641 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -7664.932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7683.183594 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -7683.184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7687.775391 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -7687.775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7688.612305 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -7688.612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7690.297852 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -7690.298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7692.930176 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -7692.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7697.035645 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -7697.036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7704.870605 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -7704.871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7704.870605 Penalty: 479.842987
	Iteration 9F: 3 clusters Score -7704.871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -6630.611816 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -6630.612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6378.236328 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -6378.236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6432.421875 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -6432.422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6466.499023 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -6466.499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6476.432617 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -6476.433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6477.356445 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -6477.356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6479.311523 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -6479.312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6480.964844 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -6480.965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6483.382324 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -6483.382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6491.113770 Penalty: 445.703430
	Iteration 8Q: 3 clusters Score -6491.114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6518.677734 Penalty: 445.703430
	Iteration 9Q: 3 clusters Score -6518.678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6567.535156 Penalty: 445.703430
	Iteration 10Q: 3 clusters Score -6567.535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6571.889648 Penalty: 445.703430
	Iteration 11Q: 3 clusters Score -6571.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6572.823730 Penalty: 445.703430
	Iteration 12Q: 3 clusters Score -6572.824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6572.823730 Penalty: 445.703430
	Iteration 13F: 3 clusters Score -6572.824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -12810.928711 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -12810.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12473.543945 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -12473.54 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12605.501953 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -12605.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12652.545898 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -12652.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12691.175781 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -12691.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12717.239258 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -12717.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12733.772461 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -12733.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12743.485352 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -12743.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12754.636719 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -12754.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12758.334961 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -12758.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12759.254883 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -12759.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12760.513672 Penalty: 504.611145
	Iteration 10Q: 3 clusters Score -12760.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12761.790039 Penalty: 504.611145
	Iteration 11Q: 3 clusters Score -12761.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12763.900391 Penalty: 504.611145
	Iteration 12Q: 3 clusters Score -12763.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12766.249023 Penalty: 504.611145
	Iteration 13Q: 3 clusters Score -12766.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12767.668945 Penalty: 504.611145
	Iteration 14Q: 3 clusters Score -12767.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12767.668945 Penalty: 504.611145
	Iteration 15F: 3 clusters Score -12767.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -118033.328125 Penalty: 352.692139
	Iteration 0F: 2 clusters Score -118033.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -116376.671875 Penalty: 705.384277
	Iteration 0F: 3 clusters Score -116376.7 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -116993.914062 Penalty: 705.384277
	Iteration 1F: 3 clusters Score -116993.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -117174.015625 Penalty: 705.384277
	Iteration 2F: 3 clusters Score -117174 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -117319.476562 Penalty: 705.384277
	Iteration 3F: 3 clusters Score -117319.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -117429.460938 Penalty: 705.384277
	Iteration 4F: 3 clusters Score -117429.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -117512.906250 Penalty: 705.384277
	Iteration 5F: 3 clusters Score -117512.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -117560.890625 Penalty: 705.384277
	Iteration 6Q: 3 clusters Score -117560.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -117598.898438 Penalty: 705.384277
	Iteration 7Q: 3 clusters Score -117598.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -117639.578125 Penalty: 705.384277
	Iteration 8Q: 3 clusters Score -117639.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -117674.234375 Penalty: 705.384277
	Iteration 9Q: 3 clusters Score -117674.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -117698.812500 Penalty: 705.384277
	Iteration 10Q: 3 clusters Score -117698.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -117708.445312 Penalty: 705.384277
	Iteration 11Q: 3 clusters Score -117708.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -117717.625000 Penalty: 705.384277
	Iteration 12Q: 3 clusters Score -117717.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -117728.109375 Penalty: 705.384277
	Iteration 13Q: 3 clusters Score -117728.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -117735.484375 Penalty: 705.384277
	Iteration 14Q: 3 clusters Score -117735.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -117743.375000 Penalty: 705.384277
	Iteration 15Q: 3 clusters Score -117743.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -117748.078125 Penalty: 705.384277
	Iteration 16Q: 3 clusters Score -117748.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -117750.765625 Penalty: 705.384277
	Iteration 17Q: 3 clusters Score -117750.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -117752.015625 Penalty: 705.384277
	Iteration 18Q: 3 clusters Score -117752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -117754.625000 Penalty: 705.384277
	Iteration 19Q: 3 clusters Score -117754.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -117756.773438 Penalty: 705.384277
	Iteration 20F: 3 clusters Score -117756.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -117760.250000 Penalty: 705.384277
	Iteration 21Q: 3 clusters Score -117760.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -117762.531250 Penalty: 705.384277
	Iteration 22Q: 3 clusters Score -117762.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -117764.343750 Penalty: 705.384277
	Iteration 23Q: 3 clusters Score -117764.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -117765.953125 Penalty: 705.384277
	Iteration 24Q: 3 clusters Score -117766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -117767.976562 Penalty: 705.384277
	Iteration 25Q: 3 clusters Score -117768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -117770.414062 Penalty: 705.384277
	Iteration 26Q: 3 clusters Score -117770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -117772.226562 Penalty: 705.384277
	Iteration 27Q: 3 clusters Score -117772.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -117773.640625 Penalty: 705.384277
	Iteration 28Q: 3 clusters Score -117773.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -117774.890625 Penalty: 705.384277
	Iteration 29Q: 3 clusters Score -117774.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -117777.007812 Penalty: 705.384277
	Iteration 30Q: 3 clusters Score -117777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -117779.789062 Penalty: 705.384277
	Iteration 31Q: 3 clusters Score -117779.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -117780.976562 Penalty: 705.384277
	Iteration 32Q: 3 clusters Score -117781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -117782.226562 Penalty: 705.384277
	Iteration 33Q: 3 clusters Score -117782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -117782.484375 Penalty: 705.384277
	Iteration 34Q: 3 clusters Score -117782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -117782.898438 Penalty: 705.384277
	Iteration 35Q: 3 clusters Score -117782.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -117782.898438 Penalty: 705.384277
	Iteration 36F: 3 clusters Score -117782.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Entering Unmasked Estep 
Score: -332093.312500 Penalty: 393.891449
	Iteration 0F: 2 clusters Score -332093.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -328213.218750 Penalty: 787.782898
	Iteration 0F: 3 clusters Score -328213.2 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -329600.375000 Penalty: 787.782898
	Iteration 1F: 3 clusters Score -329600.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -329736.812500 Penalty: 787.782898
	Iteration 2F: 3 clusters Score -329736.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -329895.562500 Penalty: 787.782898
	Iteration 3F: 3 clusters Score -329895.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -330083.906250 Penalty: 787.782898
	Iteration 4F: 3 clusters Score -330083.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -330353.625000 Penalty: 787.782898
	Iteration 5F: 3 clusters Score -330353.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -330607.156250 Penalty: 787.782898
	Iteration 6F: 3 clusters Score -330607.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -330801.437500 Penalty: 787.782898
	Iteration 7F: 3 clusters Score -330801.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -330877.656250 Penalty: 787.782898
	Iteration 8Q: 3 clusters Score -330877.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -330911.281250 Penalty: 787.782898
	Iteration 9Q: 3 clusters Score -330911.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -330928.968750 Penalty: 787.782898
	Iteration 10Q: 3 clusters Score -330929 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -330942.812500 Penalty: 787.782898
	Iteration 11Q: 3 clusters Score -330942.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -330959.937500 Penalty: 787.782898
	Iteration 12Q: 3 clusters Score -330959.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -330974.625000 Penalty: 787.782898
	Iteration 13Q: 3 clusters Score -330974.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -330987.875000 Penalty: 787.782898
	Iteration 14Q: 3 clusters Score -330987.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -331001.625000 Penalty: 787.782898
	Iteration 15Q: 3 clusters Score -331001.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -331014.437500 Penalty: 787.782898
	Iteration 16Q: 3 clusters Score -331014.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -331031.281250 Penalty: 787.782898
	Iteration 17Q: 3 clusters Score -331031.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -331045.781250 Penalty: 787.782898
	Iteration 18Q: 3 clusters Score -331045.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -331061.343750 Penalty: 787.782898
	Iteration 19Q: 3 clusters Score -331061.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -331081.656250 Penalty: 787.782898
	Iteration 20F: 3 clusters Score -331081.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -331099.875000 Penalty: 787.782898
	Iteration 21Q: 3 clusters Score -331099.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -331111.812500 Penalty: 787.782898
	Iteration 22Q: 3 clusters Score -331111.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -331123.000000 Penalty: 787.782898
	Iteration 23Q: 3 clusters Score -331123 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -331129.750000 Penalty: 787.782898
	Iteration 24Q: 3 clusters Score -331129.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -331136.531250 Penalty: 787.782898
	Iteration 25Q: 3 clusters Score -331136.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -331143.656250 Penalty: 787.782898
	Iteration 26Q: 3 clusters Score -331143.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -331152.093750 Penalty: 787.782898
	Iteration 27Q: 3 clusters Score -331152.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -331160.656250 Penalty: 787.782898
	Iteration 28Q: 3 clusters Score -331160.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -331166.156250 Penalty: 787.782898
	Iteration 29Q: 3 clusters Score -331166.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -331169.031250 Penalty: 787.782898
	Iteration 30Q: 3 clusters Score -331169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -331172.000000 Penalty: 787.782898
	Iteration 31Q: 3 clusters Score -331172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -331173.875000 Penalty: 787.782898
	Iteration 32Q: 3 clusters Score -331173.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -331174.375000 Penalty: 787.782898
	Iteration 33Q: 3 clusters Score -331174.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -331175.750000 Penalty: 787.782898
	Iteration 34Q: 3 clusters Score -331175.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -331177.343750 Penalty: 787.782898
	Iteration 35Q: 3 clusters Score -331177.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -331178.718750 Penalty: 787.782898
	Iteration 36Q: 3 clusters Score -331178.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -331179.093750 Penalty: 787.782898
	Iteration 37Q: 3 clusters Score -331179.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -331180.187500 Penalty: 787.782898
	Iteration 38Q: 3 clusters Score -331180.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -331180.968750 Penalty: 787.782898
	Iteration 39Q: 3 clusters Score -331181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -331181.656250 Penalty: 787.782898
	Iteration 40F: 3 clusters Score -331181.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -331183.968750 Penalty: 787.782898
	Iteration 41Q: 3 clusters Score -331184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -331186.531250 Penalty: 787.782898
	Iteration 42Q: 3 clusters Score -331186.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -331189.812500 Penalty: 787.782898
	Iteration 43Q: 3 clusters Score -331189.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -331193.468750 Penalty: 787.782898
	Iteration 44Q: 3 clusters Score -331193.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -331195.968750 Penalty: 787.782898
	Iteration 45Q: 3 clusters Score -331196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -331198.187500 Penalty: 787.782898
	Iteration 46Q: 3 clusters Score -331198.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -331199.593750 Penalty: 787.782898
	Iteration 47Q: 3 clusters Score -331199.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -331202.687500 Penalty: 787.782898
	Iteration 48Q: 3 clusters Score -331202.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -331204.343750 Penalty: 787.782898
	Iteration 49Q: 3 clusters Score -331204.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -331205.781250 Penalty: 787.782898
	Iteration 50Q: 3 clusters Score -331205.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -331206.187500 Penalty: 787.782898
	Iteration 51Q: 3 clusters Score -331206.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -331207.281250 Penalty: 787.782898
	Iteration 52Q: 3 clusters Score -331207.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -331208.062500 Penalty: 787.782898
	Iteration 53Q: 3 clusters Score -331208.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -331208.468750 Penalty: 787.782898
	Iteration 54Q: 3 clusters Score -331208.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -331209.687500 Penalty: 787.782898
	Iteration 55Q: 3 clusters Score -331209.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -331209.375000 Penalty: 787.782898
	Iteration 56Q: 3 clusters Score -331209.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -331210.625000 Penalty: 787.782898
	Iteration 57Q: 3 clusters Score -331210.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -331211.937500 Penalty: 787.782898
	Iteration 58Q: 3 clusters Score -331211.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -331211.750000 Penalty: 787.782898
	Iteration 59Q: 3 clusters Score -331211.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -331213.093750 Penalty: 787.782898
	Iteration 60F: 3 clusters Score -331213.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -331214.062500 Penalty: 787.782898
	Iteration 61Q: 3 clusters Score -331214.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -331214.718750 Penalty: 787.782898
	Iteration 62Q: 3 clusters Score -331214.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -331215.000000 Penalty: 787.782898
	Iteration 63Q: 3 clusters Score -331215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -331215.437500 Penalty: 787.782898
	Iteration 64Q: 3 clusters Score -331215.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -331216.187500 Penalty: 787.782898
	Iteration 65Q: 3 clusters Score -331216.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -331216.468750 Penalty: 787.782898
	Iteration 66Q: 3 clusters Score -331216.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -331216.406250 Penalty: 787.782898
	Iteration 67Q: 3 clusters Score -331216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -331216.531250 Penalty: 787.782898
	Iteration 68Q: 3 clusters Score -331216.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -331216.531250 Penalty: 787.782898
	Iteration 69F: 3 clusters Score -331216.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Entering Unmasked Estep 
Score: -371592.093750 Penalty: 402.535248
	Iteration 0F: 2 clusters Score -371592.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -366940.562500 Penalty: 805.070496
	Iteration 0F: 3 clusters Score -366940.6 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -368728.375000 Penalty: 805.070496
	Iteration 1F: 3 clusters Score -368728.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -368877.312500 Penalty: 805.070496
	Iteration 2F: 3 clusters Score -368877.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -369038.812500 Penalty: 805.070496
	Iteration 3F: 3 clusters Score -369038.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -369269.468750 Penalty: 805.070496
	Iteration 4F: 3 clusters Score -369269.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -369609.531250 Penalty: 805.070496
	Iteration 5F: 3 clusters Score -369609.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -370045.062500 Penalty: 805.070496
	Iteration 6F: 3 clusters Score -370045.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -370442.406250 Penalty: 805.070496
	Iteration 7F: 3 clusters Score -370442.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -370803.218750 Penalty: 805.070496
	Iteration 8F: 3 clusters Score -370803.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -371060.968750 Penalty: 805.070496
	Iteration 9Q: 3 clusters Score -371061 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -371222.125000 Penalty: 805.070496
	Iteration 10Q: 3 clusters Score -371222.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -371338.875000 Penalty: 805.070496
	Iteration 11Q: 3 clusters Score -371338.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -371414.906250 Penalty: 805.070496
	Iteration 12Q: 3 clusters Score -371414.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -371455.156250 Penalty: 805.070496
	Iteration 13Q: 3 clusters Score -371455.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -371469.687500 Penalty: 805.070496
	Iteration 14Q: 3 clusters Score -371469.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -371481.187500 Penalty: 805.070496
	Iteration 15Q: 3 clusters Score -371481.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -371491.781250 Penalty: 805.070496
	Iteration 16Q: 3 clusters Score -371491.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -371497.250000 Penalty: 805.070496
	Iteration 17Q: 3 clusters Score -371497.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -371500.125000 Penalty: 805.070496
	Iteration 18Q: 3 clusters Score -371500.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -371501.000000 Penalty: 805.070496
	Iteration 19Q: 3 clusters Score -371501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -371501.062500 Penalty: 805.070496
	Iteration 20F: 3 clusters Score -371501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -371501.656250 Penalty: 805.070496
	Iteration 21Q: 3 clusters Score -371501.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -371501.843750 Penalty: 805.070496
	Iteration 22Q: 3 clusters Score -371501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -371502.125000 Penalty: 805.070496
	Iteration 23Q: 3 clusters Score -371502.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -371502.125000 Penalty: 805.070496
	Iteration 24F: 3 clusters Score -371502.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -39539.011719 Penalty: 309.861481
	Iteration 0F: 2 clusters Score -39539.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -38850.042969 Penalty: 619.722961
	Iteration 0F: 3 clusters Score -38850.04 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -39343.625000 Penalty: 619.722961
	Iteration 1F: 3 clusters Score -39343.62 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -39423.250000 Penalty: 619.722961
	Iteration 2F: 3 clusters Score -39423.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -39449.121094 Penalty: 619.722961
	Iteration 3Q: 3 clusters Score -39449.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -39462.718750 Penalty: 619.722961
	Iteration 4Q: 3 clusters Score -39462.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -39478.390625 Penalty: 619.722961
	Iteration 5Q: 3 clusters Score -39478.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -39492.132812 Penalty: 619.722961
	Iteration 6Q: 3 clusters Score -39492.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -39505.625000 Penalty: 619.722961
	Iteration 7Q: 3 clusters Score -39505.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -39516.992188 Penalty: 619.722961
	Iteration 8Q: 3 clusters Score -39516.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -39521.652344 Penalty: 619.722961
	Iteration 9Q: 3 clusters Score -39521.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -39530.093750 Penalty: 619.722961
	Iteration 10Q: 3 clusters Score -39530.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -39534.246094 Penalty: 619.722961
	Iteration 11Q: 3 clusters Score -39534.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -39537.406250 Penalty: 619.722961
	Iteration 12Q: 3 clusters Score -39537.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -39544.226562 Penalty: 619.722961
	Iteration 13Q: 3 clusters Score -39544.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -39554.277344 Penalty: 619.722961
	Iteration 14Q: 3 clusters Score -39554.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -39564.386719 Penalty: 619.722961
	Iteration 15Q: 3 clusters Score -39564.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -39574.160156 Penalty: 619.722961
	Iteration 16Q: 3 clusters Score -39574.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39579.113281 Penalty: 619.722961
	Iteration 17Q: 3 clusters Score -39579.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -39581.285156 Penalty: 619.722961
	Iteration 18Q: 3 clusters Score -39581.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -39581.941406 Penalty: 619.722961
	Iteration 19Q: 3 clusters Score -39581.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -39583.027344 Penalty: 619.722961
	Iteration 20F: 3 clusters Score -39583.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39583.414062 Penalty: 619.722961
	Iteration 21Q: 3 clusters Score -39583.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -39583.875000 Penalty: 619.722961
	Iteration 22Q: 3 clusters Score -39583.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -39584.386719 Penalty: 619.722961
	Iteration 23Q: 3 clusters Score -39584.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -39585.714844 Penalty: 619.722961
	Iteration 24Q: 3 clusters Score -39585.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -39587.429688 Penalty: 619.722961
	Iteration 25Q: 3 clusters Score -39587.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39590.003906 Penalty: 619.722961
	Iteration 26Q: 3 clusters Score -39590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -39593.562500 Penalty: 619.722961
	Iteration 27Q: 3 clusters Score -39593.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -39596.832031 Penalty: 619.722961
	Iteration 28Q: 3 clusters Score -39596.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39598.851562 Penalty: 619.722961
	Iteration 29Q: 3 clusters Score -39598.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39599.496094 Penalty: 619.722961
	Iteration 30Q: 3 clusters Score -39599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -39600.234375 Penalty: 619.722961
	Iteration 31Q: 3 clusters Score -39600.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39600.636719 Penalty: 619.722961
	Iteration 32Q: 3 clusters Score -39600.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39600.636719 Penalty: 619.722961
	Iteration 33F: 3 clusters Score -39600.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 98 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 80 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 513 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 274 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 311 members 
Mstep: Class 53 contains 97 members 
Mstep: Class 54 contains 2153 members 
Mstep: Class 55 contains 394 members 
Entering Unmasked Estep 
Score: -10138573.000000 Penalty: 30400.273438
Splitting cluster 28 changes total score from -10138518.000000 to -10138573.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 29 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -38656.125000 Penalty: 295.465790
	Iteration 0F: 2 clusters Score -38656.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -38045.449219 Penalty: 590.931580
	Iteration 0F: 3 clusters Score -38045.45 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -38220.757812 Penalty: 590.931580
	Iteration 1F: 3 clusters Score -38220.76 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -38275.753906 Penalty: 590.931580
	Iteration 2F: 3 clusters Score -38275.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -38310.113281 Penalty: 590.931580
	Iteration 3F: 3 clusters Score -38310.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -38340.089844 Penalty: 590.931580
	Iteration 4F: 3 clusters Score -38340.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -38363.226562 Penalty: 590.931580
	Iteration 5Q: 3 clusters Score -38363.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -38385.710938 Penalty: 590.931580
	Iteration 6Q: 3 clusters Score -38385.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -38404.832031 Penalty: 590.931580
	Iteration 7Q: 3 clusters Score -38404.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -38421.628906 Penalty: 590.931580
	Iteration 8Q: 3 clusters Score -38421.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -38429.433594 Penalty: 590.931580
	Iteration 9Q: 3 clusters Score -38429.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -38433.769531 Penalty: 590.931580
	Iteration 10Q: 3 clusters Score -38433.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -38445.132812 Penalty: 590.931580
	Iteration 11Q: 3 clusters Score -38445.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -38452.941406 Penalty: 590.931580
	Iteration 12Q: 3 clusters Score -38452.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -38453.828125 Penalty: 590.931580
	Iteration 13Q: 3 clusters Score -38453.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -38453.828125 Penalty: 590.931580
	Iteration 14F: 3 clusters Score -38453.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -34141.218750 Penalty: 298.203979
	Iteration 0F: 2 clusters Score -34141.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33535.367188 Penalty: 596.407959
	Iteration 0F: 3 clusters Score -33535.37 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -33748.867188 Penalty: 596.407959
	Iteration 1F: 3 clusters Score -33748.87 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33801.332031 Penalty: 596.407959
	Iteration 2F: 3 clusters Score -33801.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -33847.917969 Penalty: 596.407959
	Iteration 3F: 3 clusters Score -33847.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -33874.648438 Penalty: 596.407959
	Iteration 4Q: 3 clusters Score -33874.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33903.566406 Penalty: 596.407959
	Iteration 5Q: 3 clusters Score -33903.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33942.265625 Penalty: 596.407959
	Iteration 6Q: 3 clusters Score -33942.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -33988.316406 Penalty: 596.407959
	Iteration 7Q: 3 clusters Score -33988.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34033.593750 Penalty: 596.407959
	Iteration 8Q: 3 clusters Score -34033.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -34070.304688 Penalty: 596.407959
	Iteration 9Q: 3 clusters Score -34070.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34091.238281 Penalty: 596.407959
	Iteration 10Q: 3 clusters Score -34091.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -34112.199219 Penalty: 596.407959
	Iteration 11Q: 3 clusters Score -34112.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34131.273438 Penalty: 596.407959
	Iteration 12Q: 3 clusters Score -34131.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -34164.757812 Penalty: 596.407959
	Iteration 13Q: 3 clusters Score -34164.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -34195.585938 Penalty: 596.407959
	Iteration 14Q: 3 clusters Score -34195.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -34202.882812 Penalty: 596.407959
	Iteration 15Q: 3 clusters Score -34202.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -34212.281250 Penalty: 596.407959
	Iteration 16Q: 3 clusters Score -34212.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -34215.437500 Penalty: 596.407959
	Iteration 17Q: 3 clusters Score -34215.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34216.792969 Penalty: 596.407959
	Iteration 18Q: 3 clusters Score -34216.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -34219.460938 Penalty: 596.407959
	Iteration 19Q: 3 clusters Score -34219.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -34221.191406 Penalty: 596.407959
	Iteration 20F: 3 clusters Score -34221.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -34222.257812 Penalty: 596.407959
	Iteration 21Q: 3 clusters Score -34222.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -34222.750000 Penalty: 596.407959
	Iteration 22Q: 3 clusters Score -34222.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -34223.695312 Penalty: 596.407959
	Iteration 23Q: 3 clusters Score -34223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -34224.289062 Penalty: 596.407959
	Iteration 24Q: 3 clusters Score -34224.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -34224.289062 Penalty: 596.407959
	Iteration 25F: 3 clusters Score -34224.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 98 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 80 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 513 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 245 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 274 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 311 members 
Mstep: Class 53 contains 97 members 
Mstep: Class 54 contains 2153 members 
Mstep: Class 55 contains 394 members 
Mstep: Class 56 contains 457 members 
Entering Unmasked Estep 
Score: -10138402.000000 Penalty: 30953.005859
Splitting cluster 30 changes total score from -10138518.000000 to -10138402.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -24489.708984 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -24489.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24052.492188 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -24052.49 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24319.464844 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -24319.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24371.324219 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -24371.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24401.990234 Penalty: 557.743591
	Iteration 3Q: 3 clusters Score -24401.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24418.904297 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -24418.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24453.849609 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -24453.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24473.013672 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -24473.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24499.453125 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -24499.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24518.195312 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -24518.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24531.548828 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -24531.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24541.261719 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -24541.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24545.871094 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -24545.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24554.251953 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -24554.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24575.744141 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -24575.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24594.382812 Penalty: 557.743591
	Iteration 14Q: 3 clusters Score -24594.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24610.728516 Penalty: 557.743591
	Iteration 15Q: 3 clusters Score -24610.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24616.660156 Penalty: 557.743591
	Iteration 16Q: 3 clusters Score -24616.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24618.080078 Penalty: 557.743591
	Iteration 17Q: 3 clusters Score -24618.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24618.320312 Penalty: 557.743591
	Iteration 18Q: 3 clusters Score -24618.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24618.591797 Penalty: 557.743591
	Iteration 19Q: 3 clusters Score -24618.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24621.310547 Penalty: 557.743591
	Iteration 20F: 3 clusters Score -24621.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24625.583984 Penalty: 557.743591
	Iteration 21Q: 3 clusters Score -24625.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24627.962891 Penalty: 557.743591
	Iteration 22Q: 3 clusters Score -24627.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24633.578125 Penalty: 557.743591
	Iteration 23Q: 3 clusters Score -24633.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24642.591797 Penalty: 557.743591
	Iteration 24Q: 3 clusters Score -24642.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24645.421875 Penalty: 557.743591
	Iteration 25Q: 3 clusters Score -24645.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24645.421875 Penalty: 557.743591
	Iteration 26F: 3 clusters Score -24645.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 98 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 80 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 513 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 208 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 274 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 311 members 
Mstep: Class 53 contains 97 members 
Mstep: Class 54 contains 2153 members 
Mstep: Class 55 contains 394 members 
Mstep: Class 56 contains 251 members 
Entering Unmasked Estep 
Score: -10138459.000000 Penalty: 30953.005859
Splitting cluster 31 changes total score from -10138518.000000 to -10138459.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -39988.472656 Penalty: 302.054840
	Iteration 0F: 2 clusters Score -39988.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -39347.703125 Penalty: 604.109680
	Iteration 0F: 3 clusters Score -39347.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -39586.300781 Penalty: 604.109680
	Iteration 1F: 3 clusters Score -39586.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -39655.035156 Penalty: 604.109680
	Iteration 2F: 3 clusters Score -39655.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39714.906250 Penalty: 604.109680
	Iteration 3F: 3 clusters Score -39714.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -39746.875000 Penalty: 604.109680
	Iteration 4Q: 3 clusters Score -39746.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -39767.132812 Penalty: 604.109680
	Iteration 5Q: 3 clusters Score -39767.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -39776.742188 Penalty: 604.109680
	Iteration 6Q: 3 clusters Score -39776.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39784.566406 Penalty: 604.109680
	Iteration 7Q: 3 clusters Score -39784.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39788.460938 Penalty: 604.109680
	Iteration 8Q: 3 clusters Score -39788.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39791.832031 Penalty: 604.109680
	Iteration 9Q: 3 clusters Score -39791.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39796.167969 Penalty: 604.109680
	Iteration 10Q: 3 clusters Score -39796.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39802.769531 Penalty: 604.109680
	Iteration 11Q: 3 clusters Score -39802.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39807.515625 Penalty: 604.109680
	Iteration 12Q: 3 clusters Score -39807.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39811.031250 Penalty: 604.109680
	Iteration 13Q: 3 clusters Score -39811.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39812.886719 Penalty: 604.109680
	Iteration 14Q: 3 clusters Score -39812.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39818.488281 Penalty: 604.109680
	Iteration 15Q: 3 clusters Score -39818.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39823.566406 Penalty: 604.109680
	Iteration 16Q: 3 clusters Score -39823.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39827.609375 Penalty: 604.109680
	Iteration 17Q: 3 clusters Score -39827.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39832.000000 Penalty: 604.109680
	Iteration 18Q: 3 clusters Score -39832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39838.546875 Penalty: 604.109680
	Iteration 19Q: 3 clusters Score -39838.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39842.441406 Penalty: 604.109680
	Iteration 20F: 3 clusters Score -39842.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39844.855469 Penalty: 604.109680
	Iteration 21Q: 3 clusters Score -39844.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39847.601562 Penalty: 604.109680
	Iteration 22Q: 3 clusters Score -39847.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39849.011719 Penalty: 604.109680
	Iteration 23Q: 3 clusters Score -39849.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39852.328125 Penalty: 604.109680
	Iteration 24Q: 3 clusters Score -39852.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39855.433594 Penalty: 604.109680
	Iteration 25Q: 3 clusters Score -39855.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39858.148438 Penalty: 604.109680
	Iteration 26Q: 3 clusters Score -39858.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39860.058594 Penalty: 604.109680
	Iteration 27Q: 3 clusters Score -39860.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39861.843750 Penalty: 604.109680
	Iteration 28Q: 3 clusters Score -39861.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39863.187500 Penalty: 604.109680
	Iteration 29Q: 3 clusters Score -39863.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39865.820312 Penalty: 604.109680
	Iteration 30Q: 3 clusters Score -39865.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39866.765625 Penalty: 604.109680
	Iteration 31Q: 3 clusters Score -39866.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39867.062500 Penalty: 604.109680
	Iteration 32Q: 3 clusters Score -39867.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39867.457031 Penalty: 604.109680
	Iteration 33Q: 3 clusters Score -39867.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -39868.332031 Penalty: 604.109680
	Iteration 34Q: 3 clusters Score -39868.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39869.339844 Penalty: 604.109680
	Iteration 35Q: 3 clusters Score -39869.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -39869.914062 Penalty: 604.109680
	Iteration 36Q: 3 clusters Score -39869.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -39872.644531 Penalty: 604.109680
	Iteration 37Q: 3 clusters Score -39872.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -39873.812500 Penalty: 604.109680
	Iteration 38Q: 3 clusters Score -39873.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -39873.812500 Penalty: 604.109680
	Iteration 39F: 3 clusters Score -39873.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -9686.684570 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -9686.685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9401.463867 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -9401.464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9490.815430 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -9490.815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9564.863281 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -9564.863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9618.015625 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -9618.016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9699.363281 Penalty: 485.277405
	Iteration 4F: 3 clusters Score -9699.363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9824.854492 Penalty: 485.277405
	Iteration 5F: 3 clusters Score -9824.854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9935.428711 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -9935.429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9938.170898 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -9938.171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9940.978516 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -9940.979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9943.497070 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -9943.497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9946.765625 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -9946.766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9946.765625 Penalty: 485.277405
	Iteration 11F: 3 clusters Score -9946.766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 98 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 80 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 513 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 274 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 311 members 
Mstep: Class 53 contains 97 members 
Mstep: Class 54 contains 2153 members 
Mstep: Class 55 contains 394 members 
Mstep: Class 56 contains 85 members 
Entering Unmasked Estep 
Score: -10138523.000000 Penalty: 30953.005859
Splitting cluster 33 changes total score from -10138518.000000 to -10138523.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 34 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -33055.371094 Penalty: 293.280243
	Iteration 0F: 2 clusters Score -33055.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32509.960938 Penalty: 586.560486
	Iteration 0F: 3 clusters Score -32509.96 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32770.675781 Penalty: 586.560486
	Iteration 1F: 3 clusters Score -32770.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32844.949219 Penalty: 586.560486
	Iteration 2F: 3 clusters Score -32844.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32922.667969 Penalty: 586.560486
	Iteration 3F: 3 clusters Score -32922.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32975.324219 Penalty: 586.560486
	Iteration 4Q: 3 clusters Score -32975.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32986.257812 Penalty: 586.560486
	Iteration 5Q: 3 clusters Score -32986.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32995.203125 Penalty: 586.560486
	Iteration 6Q: 3 clusters Score -32995.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33002.441406 Penalty: 586.560486
	Iteration 7Q: 3 clusters Score -33002.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33004.453125 Penalty: 586.560486
	Iteration 8Q: 3 clusters Score -33004.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33004.949219 Penalty: 586.560486
	Iteration 9Q: 3 clusters Score -33004.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33004.949219 Penalty: 586.560486
	Iteration 10F: 3 clusters Score -33004.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -34841.402344 Penalty: 290.832245
	Iteration 0F: 2 clusters Score -34841.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34266.449219 Penalty: 581.664490
	Iteration 0F: 3 clusters Score -34266.45 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34391.992188 Penalty: 581.664490
	Iteration 1F: 3 clusters Score -34391.99 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34431.847656 Penalty: 581.664490
	Iteration 2F: 3 clusters Score -34431.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34451.937500 Penalty: 581.664490
	Iteration 3F: 3 clusters Score -34451.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34466.226562 Penalty: 581.664490
	Iteration 4Q: 3 clusters Score -34466.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34476.750000 Penalty: 581.664490
	Iteration 5Q: 3 clusters Score -34476.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34485.761719 Penalty: 581.664490
	Iteration 6Q: 3 clusters Score -34485.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34490.867188 Penalty: 581.664490
	Iteration 7Q: 3 clusters Score -34490.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34494.644531 Penalty: 581.664490
	Iteration 8Q: 3 clusters Score -34494.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34496.488281 Penalty: 581.664490
	Iteration 9Q: 3 clusters Score -34496.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34499.203125 Penalty: 581.664490
	Iteration 10Q: 3 clusters Score -34499.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34500.738281 Penalty: 581.664490
	Iteration 11Q: 3 clusters Score -34500.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -34501.359375 Penalty: 581.664490
	Iteration 12Q: 3 clusters Score -34501.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -34501.359375 Penalty: 581.664490
	Iteration 13F: 3 clusters Score -34501.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -5136.020996 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -5136.021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4833.681641 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -4833.682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4959.089844 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -4959.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5056.295410 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -5056.295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5111.762207 Penalty: 491.232819
	Iteration 3F: 3 clusters Score -5111.762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5147.506348 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -5147.506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5191.315918 Penalty: 491.232819
	Iteration 5F: 3 clusters Score -5191.316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5238.280762 Penalty: 491.232819
	Iteration 6F: 3 clusters Score -5238.281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5247.404785 Penalty: 491.232819
	Iteration 7Q: 3 clusters Score -5247.405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5248.678711 Penalty: 491.232819
	Iteration 8Q: 3 clusters Score -5248.679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5249.362305 Penalty: 491.232819
	Iteration 9Q: 3 clusters Score -5249.362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5249.362305 Penalty: 491.232819
	Iteration 10F: 3 clusters Score -5249.362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 98 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 80 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 513 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 274 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 311 members 
Mstep: Class 53 contains 97 members 
Mstep: Class 54 contains 2153 members 
Mstep: Class 55 contains 394 members 
Mstep: Class 56 contains 85 members 
Mstep: Class 57 contains 117 members 
Entering Unmasked Estep 
Score: -10138332.000000 Penalty: 31505.738281
Splitting cluster 36 changes total score from -10138518.000000 to -10138332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6973.398926 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6973.399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6764.664551 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6764.665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6814.820801 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6814.821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6833.341797 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6833.342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6844.251465 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -6844.251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6847.304199 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6847.304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6855.781250 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -6855.781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6857.024902 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -6857.025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6858.080078 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -6858.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6858.080078 Penalty: 448.380096
	Iteration 8F: 3 clusters Score -6858.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -23796.478516 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -23796.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23360.107422 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -23360.11 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23513.718750 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -23513.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23582.500000 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -23582.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23619.701172 Penalty: 555.941528
	Iteration 3F: 3 clusters Score -23619.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23678.847656 Penalty: 555.941528
	Iteration 4F: 3 clusters Score -23678.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23721.673828 Penalty: 555.941528
	Iteration 5Q: 3 clusters Score -23721.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23739.773438 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -23739.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23750.144531 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -23750.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23783.925781 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -23783.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23828.572266 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -23828.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23840.429688 Penalty: 555.941528
	Iteration 10Q: 3 clusters Score -23840.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23841.611328 Penalty: 555.941528
	Iteration 11Q: 3 clusters Score -23841.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23842.234375 Penalty: 555.941528
	Iteration 12Q: 3 clusters Score -23842.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23842.437500 Penalty: 555.941528
	Iteration 13Q: 3 clusters Score -23842.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23842.875000 Penalty: 555.941528
	Iteration 14Q: 3 clusters Score -23842.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23845.490234 Penalty: 555.941528
	Iteration 15Q: 3 clusters Score -23845.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23846.892578 Penalty: 555.941528
	Iteration 16Q: 3 clusters Score -23846.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23850.380859 Penalty: 555.941528
	Iteration 17Q: 3 clusters Score -23850.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23854.345703 Penalty: 555.941528
	Iteration 18Q: 3 clusters Score -23854.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23888.623047 Penalty: 555.941528
	Iteration 19Q: 3 clusters Score -23888.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23944.996094 Penalty: 555.941528
	Iteration 20F: 3 clusters Score -23945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24013.552734 Penalty: 555.941528
	Iteration 21F: 3 clusters Score -24013.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24073.369141 Penalty: 555.941528
	Iteration 22Q: 3 clusters Score -24073.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24126.541016 Penalty: 555.941528
	Iteration 23Q: 3 clusters Score -24126.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24146.085938 Penalty: 555.941528
	Iteration 24Q: 3 clusters Score -24146.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24173.648438 Penalty: 555.941528
	Iteration 25Q: 3 clusters Score -24173.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24248.123047 Penalty: 555.941528
	Iteration 26Q: 3 clusters Score -24248.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24250.884766 Penalty: 555.941528
	Iteration 27Q: 3 clusters Score -24250.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24250.884766 Penalty: 555.941528
	Iteration 28F: 3 clusters Score -24250.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 98 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 80 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 513 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 186 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 274 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 311 members 
Mstep: Class 53 contains 97 members 
Mstep: Class 54 contains 2153 members 
Mstep: Class 55 contains 394 members 
Mstep: Class 56 contains 85 members 
Mstep: Class 57 contains 264 members 
Entering Unmasked Estep 
Score: -10138700.000000 Penalty: 31505.738281
Splitting cluster 38 changes total score from -10138518.000000 to -10138700.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 39 (86 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Entering Unmasked Estep 
Score: -4733.935547 Penalty: 202.672791
	Iteration 0F: 2 clusters Score -4733.936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4552.005371 Penalty: 405.345581
	Iteration 0F: 3 clusters Score -4552.005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4570.645996 Penalty: 405.345581
	Iteration 1F: 3 clusters Score -4570.646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4576.338867 Penalty: 405.345581
	Iteration 2Q: 3 clusters Score -4576.339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4580.975586 Penalty: 405.345581
	Iteration 3Q: 3 clusters Score -4580.976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4583.198730 Penalty: 405.345581
	Iteration 4Q: 3 clusters Score -4583.199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4587.010742 Penalty: 405.345581
	Iteration 5Q: 3 clusters Score -4587.011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4589.905273 Penalty: 405.345581
	Iteration 6Q: 3 clusters Score -4589.905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4596.297363 Penalty: 405.345581
	Iteration 7Q: 3 clusters Score -4596.297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4612.091309 Penalty: 405.345581
	Iteration 8Q: 3 clusters Score -4612.091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4684.614258 Penalty: 405.345581
	Iteration 9Q: 3 clusters Score -4684.614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4711.216309 Penalty: 405.345581
	Iteration 10F: 3 clusters Score -4711.216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4727.287598 Penalty: 405.345581
	Iteration 11Q: 3 clusters Score -4727.288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4727.287598 Penalty: 405.345581
	Iteration 12F: 3 clusters Score -4727.288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6108.183594 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6108.184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5874.316406 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -5874.316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5930.423828 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -5930.424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5942.125000 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -5942.125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5945.607422 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -5945.607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5946.728027 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -5946.728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5946.728027 Penalty: 442.945648
	Iteration 5F: 3 clusters Score -5946.728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -39273.714844 Penalty: 298.719574
	Iteration 0F: 2 clusters Score -39273.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -38629.218750 Penalty: 597.439148
	Iteration 0F: 3 clusters Score -38629.22 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -38926.453125 Penalty: 597.439148
	Iteration 1F: 3 clusters Score -38926.45 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39028.449219 Penalty: 597.439148
	Iteration 2F: 3 clusters Score -39028.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -39118.238281 Penalty: 597.439148
	Iteration 3F: 3 clusters Score -39118.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -39230.449219 Penalty: 597.439148
	Iteration 4F: 3 clusters Score -39230.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -39330.492188 Penalty: 597.439148
	Iteration 5F: 3 clusters Score -39330.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39360.972656 Penalty: 597.439148
	Iteration 6Q: 3 clusters Score -39360.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39376.535156 Penalty: 597.439148
	Iteration 7Q: 3 clusters Score -39376.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -39386.296875 Penalty: 597.439148
	Iteration 8Q: 3 clusters Score -39386.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -39389.437500 Penalty: 597.439148
	Iteration 9Q: 3 clusters Score -39389.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39391.457031 Penalty: 597.439148
	Iteration 10Q: 3 clusters Score -39391.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -39396.101562 Penalty: 597.439148
	Iteration 11Q: 3 clusters Score -39396.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39400.824219 Penalty: 597.439148
	Iteration 12Q: 3 clusters Score -39400.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39404.363281 Penalty: 597.439148
	Iteration 13Q: 3 clusters Score -39404.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39409.492188 Penalty: 597.439148
	Iteration 14Q: 3 clusters Score -39409.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39435.640625 Penalty: 597.439148
	Iteration 15Q: 3 clusters Score -39435.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39510.539062 Penalty: 597.439148
	Iteration 16Q: 3 clusters Score -39510.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39556.394531 Penalty: 597.439148
	Iteration 17Q: 3 clusters Score -39556.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -39570.769531 Penalty: 597.439148
	Iteration 18Q: 3 clusters Score -39570.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -39574.136719 Penalty: 597.439148
	Iteration 19Q: 3 clusters Score -39574.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -39575.355469 Penalty: 597.439148
	Iteration 20F: 3 clusters Score -39575.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 98 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 80 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 513 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 186 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 398 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 274 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 311 members 
Mstep: Class 53 contains 97 members 
Mstep: Class 54 contains 2153 members 
Mstep: Class 55 contains 394 members 
Mstep: Class 56 contains 85 members 
Mstep: Class 57 contains 264 members 
Mstep: Class 58 contains 312 members 
Entering Unmasked Estep 
Score: -10138754.000000 Penalty: 32058.470703
Splitting cluster 41 changes total score from -10138518.000000 to -10138754.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 42 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -65109.339844 Penalty: 323.573792
	Iteration 0F: 2 clusters Score -65109.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -64153.664062 Penalty: 647.147583
	Iteration 0F: 3 clusters Score -64153.66 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -64502.468750 Penalty: 647.147583
	Iteration 1F: 3 clusters Score -64502.47 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -64639.988281 Penalty: 647.147583
	Iteration 2F: 3 clusters Score -64639.99 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -64737.828125 Penalty: 647.147583
	Iteration 3F: 3 clusters Score -64737.83 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -64813.718750 Penalty: 647.147583
	Iteration 4F: 3 clusters Score -64813.72 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -64862.609375 Penalty: 647.147583
	Iteration 5Q: 3 clusters Score -64862.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -64889.050781 Penalty: 647.147583
	Iteration 6Q: 3 clusters Score -64889.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -64907.789062 Penalty: 647.147583
	Iteration 7Q: 3 clusters Score -64907.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -64919.390625 Penalty: 647.147583
	Iteration 8Q: 3 clusters Score -64919.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -64925.316406 Penalty: 647.147583
	Iteration 9Q: 3 clusters Score -64925.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -64934.160156 Penalty: 647.147583
	Iteration 10Q: 3 clusters Score -64934.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -64936.957031 Penalty: 647.147583
	Iteration 11Q: 3 clusters Score -64936.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -64938.285156 Penalty: 647.147583
	Iteration 12Q: 3 clusters Score -64938.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -64940.347656 Penalty: 647.147583
	Iteration 13Q: 3 clusters Score -64940.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -64941.292969 Penalty: 647.147583
	Iteration 14Q: 3 clusters Score -64941.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -64941.714844 Penalty: 647.147583
	Iteration 15Q: 3 clusters Score -64941.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -64942.625000 Penalty: 647.147583
	Iteration 16Q: 3 clusters Score -64942.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -64943.207031 Penalty: 647.147583
	Iteration 17Q: 3 clusters Score -64943.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -64943.710938 Penalty: 647.147583
	Iteration 18Q: 3 clusters Score -64943.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -64944.093750 Penalty: 647.147583
	Iteration 19Q: 3 clusters Score -64944.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -64944.382812 Penalty: 647.147583
	Iteration 20F: 3 clusters Score -64944.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -64944.667969 Penalty: 647.147583
	Iteration 21Q: 3 clusters Score -64944.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -64944.699219 Penalty: 647.147583
	Iteration 22Q: 3 clusters Score -64944.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -64944.699219 Penalty: 647.147583
	Iteration 23F: 3 clusters Score -64944.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -8002.396484 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -8002.396 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 99 members 
Entering Unmasked Estep 
Score: -7771.434570 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -7771.435 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7953.038574 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -7953.039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8037.029785 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -8037.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8140.118652 Penalty: 482.600739
	Iteration 3F: 3 clusters Score -8140.119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8220.251953 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -8220.252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8237.754883 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -8237.755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8249.297852 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -8249.298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8252.531250 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -8252.531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8253.777344 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -8253.777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8253.777344 Penalty: 482.600739
	Iteration 9F: 3 clusters Score -8253.777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 98 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 80 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 513 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 186 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 398 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 100 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 631 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 274 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 311 members 
Mstep: Class 53 contains 97 members 
Mstep: Class 54 contains 2153 members 
Mstep: Class 55 contains 394 members 
Mstep: Class 56 contains 85 members 
Mstep: Class 57 contains 264 members 
Mstep: Class 58 contains 312 members 
Mstep: Class 59 contains 101 members 
Entering Unmasked Estep 
Score: -10138691.000000 Penalty: 32611.203125
Splitting cluster 43 changes total score from -10138518.000000 to -10138691.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 44 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -8305.873047 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -8305.873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8010.034180 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -8010.034 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8107.569824 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -8107.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8153.057129 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -8153.057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8180.291504 Penalty: 493.670471
	Iteration 3F: 3 clusters Score -8180.292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8189.428223 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -8189.428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8191.707031 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -8191.707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8192.355469 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -8192.355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8192.355469 Penalty: 493.670471
	Iteration 7F: 3 clusters Score -8192.355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -27977.148438 Penalty: 290.372620
	Iteration 0F: 2 clusters Score -27977.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27436.621094 Penalty: 580.745239
	Iteration 0F: 3 clusters Score -27436.62 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27578.929688 Penalty: 580.745239
	Iteration 1F: 3 clusters Score -27578.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27619.160156 Penalty: 580.745239
	Iteration 2F: 3 clusters Score -27619.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27632.421875 Penalty: 580.745239
	Iteration 3Q: 3 clusters Score -27632.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27645.896484 Penalty: 580.745239
	Iteration 4Q: 3 clusters Score -27645.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27657.117188 Penalty: 580.745239
	Iteration 5Q: 3 clusters Score -27657.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27661.748047 Penalty: 580.745239
	Iteration 6Q: 3 clusters Score -27661.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27663.845703 Penalty: 580.745239
	Iteration 7Q: 3 clusters Score -27663.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27666.201172 Penalty: 580.745239
	Iteration 8Q: 3 clusters Score -27666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27667.119141 Penalty: 580.745239
	Iteration 9Q: 3 clusters Score -27667.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27668.882812 Penalty: 580.745239
	Iteration 10Q: 3 clusters Score -27668.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27671.001953 Penalty: 580.745239
	Iteration 11Q: 3 clusters Score -27671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27671.332031 Penalty: 580.745239
	Iteration 12Q: 3 clusters Score -27671.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27671.580078 Penalty: 580.745239
	Iteration 13Q: 3 clusters Score -27671.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27671.580078 Penalty: 580.745239
	Iteration 14F: 3 clusters Score -27671.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -12889.762695 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -12889.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12561.991211 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -12561.99 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12701.625977 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -12701.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12754.136719 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -12754.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12780.682617 Penalty: 501.354340
	Iteration 3F: 3 clusters Score -12780.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12791.942383 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -12791.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12807.302734 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -12807.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12814.461914 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -12814.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12822.209961 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -12822.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12825.933594 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -12825.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12826.444336 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -12826.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12826.444336 Penalty: 501.354340
	Iteration 10F: 3 clusters Score -12826.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 98 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 80 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34461 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 256 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 513 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 186 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 398 members 
Mstep: Class 42 contains 1226 members 
Mstep: Class 43 contains 100 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 591 members 
Mstep: Class 46 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138959.000000 Penalty: 32611.203125
Iteration 119Q: 60 clusters Score -1.013896e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6256 members 
Mstep: Class 3 contains 445 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 10384 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 326 members 
Mstep: Class 11 contains 78 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34477 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 818 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 99383 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 194 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 2322 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 6999 members 
Mstep: Class 28 contains 519 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 704 members 
Mstep: Class 31 contains 463 members 
Mstep: Class 32 contains 767 members 
Mstep: Class 33 contains 124 members 
Mstep: Class 34 contains 619 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 399 members 
Mstep: Class 42 contains 1232 members 
Mstep: Class 43 contains 105 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 608 members 
Mstep: Class 46 contains 248 members 
Mstep: Class 47 contains 615 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 263 members 
Mstep: Class 50 contains 193 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 102 members 
Mstep: Class 54 contains 2078 members 
Mstep: Class 55 contains 386 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 264 members 
Mstep: Class 58 contains 307 members 
Mstep: Class 59 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139439.000000 Penalty: 32611.203125
Iteration 120F: 60 clusters Score -1.013944e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6249 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 138 members 
Mstep: Class 6 contains 10367 members 
Mstep: Class 7 contains 210 members 
Mstep: Class 8 contains 102 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 300 members 
Mstep: Class 11 contains 77 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34416 members 
Mstep: Class 15 contains 3125 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 816 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 55 members 
Mstep: Class 20 contains 99381 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 253 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 7021 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 706 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 611 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 396 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 107 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 617 members 
Mstep: Class 46 contains 244 members 
Mstep: Class 47 contains 625 members 
Mstep: Class 48 contains 388 members 
Mstep: Class 49 contains 257 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 330 members 
Mstep: Class 53 contains 109 members 
Mstep: Class 54 contains 2118 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 287 members 
Mstep: Class 58 contains 308 members 
Mstep: Class 59 contains 105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139722.000000 Penalty: 32611.203125
Iteration 121Q: 60 clusters Score -1.013972e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6250 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 6 contains 10352 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 201 members 
Mstep: Class 10 contains 275 members 
Mstep: Class 11 contains 73 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34399 members 
Mstep: Class 15 contains 3123 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 553 members 
Mstep: Class 19 contains 57 members 
Mstep: Class 20 contains 99380 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 5752 members 
Mstep: Class 27 contains 7038 members 
Mstep: Class 28 contains 510 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 707 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 761 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 608 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 178 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 1230 members 
Mstep: Class 43 contains 108 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 622 members 
Mstep: Class 46 contains 242 members 
Mstep: Class 47 contains 625 members 
Mstep: Class 48 contains 391 members 
Mstep: Class 49 contains 256 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 2126 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 307 members 
Mstep: Class 58 contains 309 members 
Mstep: Class 59 contains 105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139860.000000 Penalty: 32611.203125
Iteration 122Q: 60 clusters Score -1.013986e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 461 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 135 members 
Mstep: Class 6 contains 10342 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 260 members 
Mstep: Class 11 contains 70 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34383 members 
Mstep: Class 15 contains 3120 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 832 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99381 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 2304 members 
Mstep: Class 26 contains 5753 members 
Mstep: Class 27 contains 7052 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 701 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 597 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 178 members 
Mstep: Class 39 contains 86 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 1232 members 
Mstep: Class 43 contains 108 members 
Mstep: Class 44 contains 224 members 
Mstep: Class 45 contains 626 members 
Mstep: Class 46 contains 242 members 
Mstep: Class 47 contains 626 members 
Mstep: Class 48 contains 391 members 
Mstep: Class 49 contains 256 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 345 members 
Mstep: Class 53 contains 123 members 
Mstep: Class 54 contains 2133 members 
Mstep: Class 55 contains 402 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 320 members 
Mstep: Class 58 contains 311 members 
Mstep: Class 59 contains 105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139920.000000 Penalty: 32611.203125
Iteration 123Q: 60 clusters Score -1.013992e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6265 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 10335 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 70 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34382 members 
Mstep: Class 15 contains 3119 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 837 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99380 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2299 members 
Mstep: Class 26 contains 5755 members 
Mstep: Class 27 contains 7054 members 
Mstep: Class 28 contains 510 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 694 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 600 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 85 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 388 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 627 members 
Mstep: Class 46 contains 241 members 
Mstep: Class 47 contains 626 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 256 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 349 members 
Mstep: Class 53 contains 128 members 
Mstep: Class 54 contains 2136 members 
Mstep: Class 55 contains 403 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 329 members 
Mstep: Class 58 contains 314 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139989.000000 Penalty: 32611.203125
Iteration 124Q: 60 clusters Score -1.013999e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6271 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 10330 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 247 members 
Mstep: Class 11 contains 71 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34380 members 
Mstep: Class 15 contains 3113 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99380 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2300 members 
Mstep: Class 26 contains 5755 members 
Mstep: Class 27 contains 7058 members 
Mstep: Class 28 contains 510 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 458 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 175 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1235 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 224 members 
Mstep: Class 45 contains 628 members 
Mstep: Class 46 contains 240 members 
Mstep: Class 47 contains 627 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 353 members 
Mstep: Class 53 contains 131 members 
Mstep: Class 54 contains 2140 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 331 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140016.000000 Penalty: 32611.203125
Iteration 125Q: 60 clusters Score -1.014002e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6279 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 10326 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 71 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34383 members 
Mstep: Class 15 contains 3109 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99378 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2298 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 580 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1235 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 224 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 239 members 
Mstep: Class 47 contains 626 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 133 members 
Mstep: Class 54 contains 2140 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140043.000000 Penalty: 32611.203125
Iteration 126Q: 60 clusters Score -1.014004e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6287 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 131 members 
Mstep: Class 6 contains 10324 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 71 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34388 members 
Mstep: Class 15 contains 3109 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99374 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 5758 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 759 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 571 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1235 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 626 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 360 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 2138 members 
Mstep: Class 55 contains 403 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140041.000000 Penalty: 32611.203125
Iteration 127Q: 60 clusters Score -1.014004e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6288 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 70 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34390 members 
Mstep: Class 15 contains 3110 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99371 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 245 members 
Mstep: Class 25 contains 2300 members 
Mstep: Class 26 contains 5758 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 568 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1235 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 626 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 359 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 403 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140064.000000 Penalty: 32611.203125
Iteration 128Q: 60 clusters Score -1.014006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6293 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 70 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34387 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 244 members 
Mstep: Class 25 contains 2303 members 
Mstep: Class 26 contains 5758 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 688 members 
Mstep: Class 31 contains 458 members 
Mstep: Class 32 contains 761 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 565 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1235 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 626 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 359 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 403 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140077.000000 Penalty: 32611.203125
Iteration 129Q: 60 clusters Score -1.014008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6294 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 70 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34383 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 2307 members 
Mstep: Class 26 contains 5758 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 509 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 565 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1235 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 627 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 359 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 403 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140080.000000 Penalty: 32611.203125
Iteration 130Q: 60 clusters Score -1.014008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6293 members 
Mstep: Class 3 contains 477 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 70 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34380 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 242 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 5758 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 509 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 565 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1235 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 627 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 359 members 
Mstep: Class 53 contains 142 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 403 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140074.000000 Penalty: 32611.203125
Iteration 131Q: 60 clusters Score -1.014007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6294 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34378 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 241 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5758 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 509 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 565 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1235 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 626 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 359 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 403 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140077.000000 Penalty: 32611.203125
Iteration 132Q: 60 clusters Score -1.014008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6294 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34379 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 241 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 510 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 565 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1235 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 625 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 358 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 403 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140076.000000 Penalty: 32611.203125
Iteration 133Q: 60 clusters Score -1.014008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6293 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34379 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 242 members 
Mstep: Class 25 contains 2314 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 510 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 565 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140088.000000 Penalty: 32611.203125
Iteration 134Q: 60 clusters Score -1.014009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34377 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 242 members 
Mstep: Class 25 contains 2316 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 510 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 565 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140097.000000 Penalty: 32611.203125
Iteration 135Q: 60 clusters Score -1.01401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6293 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34374 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 241 members 
Mstep: Class 25 contains 2319 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 510 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 150 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140088.000000 Penalty: 32611.203125
Iteration 136Q: 60 clusters Score -1.014009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140080.000000 Penalty: 32611.203125
Iteration 137Q: 60 clusters Score -1.014008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6294 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140080.000000 Penalty: 32611.203125
Iteration 138Q: 60 clusters Score -1.014008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6296 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 761 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140080.000000 Penalty: 32611.203125
Iteration 139Q: 60 clusters Score -1.014008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6295 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 761 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140083.000000 Penalty: 32611.203125
Iteration 140F: 60 clusters Score -1.014008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6293 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 208 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 761 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 154 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140096.000000 Penalty: 32611.203125
Iteration 141Q: 60 clusters Score -1.01401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 761 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 157 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140103.000000 Penalty: 32611.203125
Iteration 142Q: 60 clusters Score -1.01401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1233 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140108.000000 Penalty: 32611.203125
Iteration 143Q: 60 clusters Score -1.014011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 206 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1233 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140129.000000 Penalty: 32611.203125
Iteration 144Q: 60 clusters Score -1.014013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 204 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 194 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1233 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140145.000000 Penalty: 32611.203125
Iteration 145Q: 60 clusters Score -1.014014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140145.000000 Penalty: 32611.203125
Iteration 146Q: 60 clusters Score -1.014014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140149.000000 Penalty: 32611.203125
Iteration 147Q: 60 clusters Score -1.014015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140149.000000 Penalty: 32611.203125
Iteration 148F: 60 clusters Score -1.014015e+07 nChanged 0
Entering ConstructFrom: 
Score: -10140149.000000 Penalty: 32611.203125
Entering ConstructFrom: 
Trying to split cluster 1 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -24185.185547 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -24185.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23742.333984 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -23742.33 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23880.902344 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -23880.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23928.353516 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -23928.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23966.232422 Penalty: 556.546143
	Iteration 3Q: 3 clusters Score -23966.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24050.734375 Penalty: 556.546143
	Iteration 4F: 3 clusters Score -24050.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24165.451172 Penalty: 556.546143
	Iteration 5F: 3 clusters Score -24165.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24230.326172 Penalty: 556.546143
	Iteration 6F: 3 clusters Score -24230.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24309.832031 Penalty: 556.546143
	Iteration 7F: 3 clusters Score -24309.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24332.107422 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -24332.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24338.380859 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -24338.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24338.708984 Penalty: 556.546143
	Iteration 10Q: 3 clusters Score -24338.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24338.708984 Penalty: 556.546143
	Iteration 11F: 3 clusters Score -24338.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 275 members 
Entering Unmasked Estep 
Score: -10140019.000000 Penalty: 33163.933594
Splitting cluster 1 changes total score from -10140149.000000 to -10140019.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Entering Unmasked Estep 
Score: -327824.812500 Penalty: 397.975586
	Iteration 0F: 2 clusters Score -327824.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -323656.093750 Penalty: 795.951172
	Iteration 0F: 3 clusters Score -323656.1 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -325791.093750 Penalty: 795.951172
	Iteration 1F: 3 clusters Score -325791.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -326193.312500 Penalty: 795.951172
	Iteration 2F: 3 clusters Score -326193.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -326430.062500 Penalty: 795.951172
	Iteration 3F: 3 clusters Score -326430.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -326617.781250 Penalty: 795.951172
	Iteration 4F: 3 clusters Score -326617.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -326791.468750 Penalty: 795.951172
	Iteration 5Q: 3 clusters Score -326791.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -326965.812500 Penalty: 795.951172
	Iteration 6Q: 3 clusters Score -326965.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -327073.281250 Penalty: 795.951172
	Iteration 7Q: 3 clusters Score -327073.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -327153.718750 Penalty: 795.951172
	Iteration 8Q: 3 clusters Score -327153.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -327211.312500 Penalty: 795.951172
	Iteration 9Q: 3 clusters Score -327211.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -327245.437500 Penalty: 795.951172
	Iteration 10Q: 3 clusters Score -327245.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -327267.156250 Penalty: 795.951172
	Iteration 11Q: 3 clusters Score -327267.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -327282.750000 Penalty: 795.951172
	Iteration 12Q: 3 clusters Score -327282.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -327292.843750 Penalty: 795.951172
	Iteration 13Q: 3 clusters Score -327292.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -327301.750000 Penalty: 795.951172
	Iteration 14Q: 3 clusters Score -327301.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -327307.562500 Penalty: 795.951172
	Iteration 15Q: 3 clusters Score -327307.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -327315.375000 Penalty: 795.951172
	Iteration 16Q: 3 clusters Score -327315.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -327320.687500 Penalty: 795.951172
	Iteration 17Q: 3 clusters Score -327320.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -327325.968750 Penalty: 795.951172
	Iteration 18Q: 3 clusters Score -327326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -327330.906250 Penalty: 795.951172
	Iteration 19Q: 3 clusters Score -327330.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -327335.250000 Penalty: 795.951172
	Iteration 20F: 3 clusters Score -327335.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -327337.593750 Penalty: 795.951172
	Iteration 21Q: 3 clusters Score -327337.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -327338.500000 Penalty: 795.951172
	Iteration 22Q: 3 clusters Score -327338.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -327340.000000 Penalty: 795.951172
	Iteration 23Q: 3 clusters Score -327340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -327342.250000 Penalty: 795.951172
	Iteration 24Q: 3 clusters Score -327342.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -327343.031250 Penalty: 795.951172
	Iteration 25Q: 3 clusters Score -327343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -327345.125000 Penalty: 795.951172
	Iteration 26Q: 3 clusters Score -327345.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -327346.343750 Penalty: 795.951172
	Iteration 27Q: 3 clusters Score -327346.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -327347.125000 Penalty: 795.951172
	Iteration 28Q: 3 clusters Score -327347.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -327349.312500 Penalty: 795.951172
	Iteration 29Q: 3 clusters Score -327349.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -327350.125000 Penalty: 795.951172
	Iteration 30Q: 3 clusters Score -327350.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -327350.968750 Penalty: 795.951172
	Iteration 31Q: 3 clusters Score -327351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -327352.781250 Penalty: 795.951172
	Iteration 32Q: 3 clusters Score -327352.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -327354.750000 Penalty: 795.951172
	Iteration 33Q: 3 clusters Score -327354.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -327358.562500 Penalty: 795.951172
	Iteration 34Q: 3 clusters Score -327358.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -327362.875000 Penalty: 795.951172
	Iteration 35Q: 3 clusters Score -327362.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -327363.187500 Penalty: 795.951172
	Iteration 36Q: 3 clusters Score -327363.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -327364.656250 Penalty: 795.951172
	Iteration 37Q: 3 clusters Score -327364.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -327365.093750 Penalty: 795.951172
	Iteration 38Q: 3 clusters Score -327365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -327366.843750 Penalty: 795.951172
	Iteration 39Q: 3 clusters Score -327366.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -327368.843750 Penalty: 795.951172
	Iteration 40F: 3 clusters Score -327368.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -327370.312500 Penalty: 795.951172
	Iteration 41Q: 3 clusters Score -327370.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -327373.718750 Penalty: 795.951172
	Iteration 42Q: 3 clusters Score -327373.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -327375.750000 Penalty: 795.951172
	Iteration 43Q: 3 clusters Score -327375.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -327378.531250 Penalty: 795.951172
	Iteration 44Q: 3 clusters Score -327378.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -327384.250000 Penalty: 795.951172
	Iteration 45Q: 3 clusters Score -327384.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -327389.468750 Penalty: 795.951172
	Iteration 46Q: 3 clusters Score -327389.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -327395.625000 Penalty: 795.951172
	Iteration 47Q: 3 clusters Score -327395.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -327408.437500 Penalty: 795.951172
	Iteration 48Q: 3 clusters Score -327408.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -327427.593750 Penalty: 795.951172
	Iteration 49Q: 3 clusters Score -327427.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -327446.812500 Penalty: 795.951172
	Iteration 50Q: 3 clusters Score -327446.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -327457.625000 Penalty: 795.951172
	Iteration 51Q: 3 clusters Score -327457.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -327464.718750 Penalty: 795.951172
	Iteration 52Q: 3 clusters Score -327464.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -327470.718750 Penalty: 795.951172
	Iteration 53Q: 3 clusters Score -327470.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -327479.125000 Penalty: 795.951172
	Iteration 54Q: 3 clusters Score -327479.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -327486.343750 Penalty: 795.951172
	Iteration 55Q: 3 clusters Score -327486.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -327492.093750 Penalty: 795.951172
	Iteration 56Q: 3 clusters Score -327492.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -327500.812500 Penalty: 795.951172
	Iteration 57Q: 3 clusters Score -327500.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -327511.718750 Penalty: 795.951172
	Iteration 58Q: 3 clusters Score -327511.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -327518.218750 Penalty: 795.951172
	Iteration 59Q: 3 clusters Score -327518.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -327523.718750 Penalty: 795.951172
	Iteration 60F: 3 clusters Score -327523.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -327529.656250 Penalty: 795.951172
	Iteration 61Q: 3 clusters Score -327529.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -327535.781250 Penalty: 795.951172
	Iteration 62Q: 3 clusters Score -327535.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -327539.906250 Penalty: 795.951172
	Iteration 63Q: 3 clusters Score -327539.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -327542.812500 Penalty: 795.951172
	Iteration 64Q: 3 clusters Score -327542.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -327545.593750 Penalty: 795.951172
	Iteration 65Q: 3 clusters Score -327545.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -327548.062500 Penalty: 795.951172
	Iteration 66Q: 3 clusters Score -327548.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -327552.875000 Penalty: 795.951172
	Iteration 67Q: 3 clusters Score -327552.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -327553.937500 Penalty: 795.951172
	Iteration 68Q: 3 clusters Score -327553.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -327556.406250 Penalty: 795.951172
	Iteration 69Q: 3 clusters Score -327556.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -327558.937500 Penalty: 795.951172
	Iteration 70Q: 3 clusters Score -327558.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -327562.937500 Penalty: 795.951172
	Iteration 71Q: 3 clusters Score -327562.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -327566.687500 Penalty: 795.951172
	Iteration 72Q: 3 clusters Score -327566.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -327572.156250 Penalty: 795.951172
	Iteration 73Q: 3 clusters Score -327572.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -327576.343750 Penalty: 795.951172
	Iteration 74Q: 3 clusters Score -327576.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -327580.812500 Penalty: 795.951172
	Iteration 75Q: 3 clusters Score -327580.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -327582.562500 Penalty: 795.951172
	Iteration 76Q: 3 clusters Score -327582.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -327585.687500 Penalty: 795.951172
	Iteration 77Q: 3 clusters Score -327585.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -327592.312500 Penalty: 795.951172
	Iteration 78Q: 3 clusters Score -327592.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -327600.531250 Penalty: 795.951172
	Iteration 79Q: 3 clusters Score -327600.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -327610.156250 Penalty: 795.951172
	Iteration 80F: 3 clusters Score -327610.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -327616.312500 Penalty: 795.951172
	Iteration 81Q: 3 clusters Score -327616.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -327623.781250 Penalty: 795.951172
	Iteration 82Q: 3 clusters Score -327623.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -327630.593750 Penalty: 795.951172
	Iteration 83Q: 3 clusters Score -327630.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -327635.562500 Penalty: 795.951172
	Iteration 84Q: 3 clusters Score -327635.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -327639.593750 Penalty: 795.951172
	Iteration 85Q: 3 clusters Score -327639.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -327639.750000 Penalty: 795.951172
	Iteration 86Q: 3 clusters Score -327639.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -327640.156250 Penalty: 795.951172
	Iteration 87Q: 3 clusters Score -327640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -327641.656250 Penalty: 795.951172
	Iteration 88Q: 3 clusters Score -327641.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -327642.093750 Penalty: 795.951172
	Iteration 89Q: 3 clusters Score -327642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -327642.875000 Penalty: 795.951172
	Iteration 90Q: 3 clusters Score -327642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -327642.812500 Penalty: 795.951172
	Iteration 91Q: 3 clusters Score -327642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -327643.812500 Penalty: 795.951172
	Iteration 92Q: 3 clusters Score -327643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -327644.312500 Penalty: 795.951172
	Iteration 93Q: 3 clusters Score -327644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -327644.500000 Penalty: 795.951172
	Iteration 94Q: 3 clusters Score -327644.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -327644.437500 Penalty: 795.951172
	Iteration 95Q: 3 clusters Score -327644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -327645.718750 Penalty: 795.951172
	Iteration 96Q: 3 clusters Score -327645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -327646.968750 Penalty: 795.951172
	Iteration 97Q: 3 clusters Score -327647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -327647.343750 Penalty: 795.951172
	Iteration 98Q: 3 clusters Score -327647.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -327647.500000 Penalty: 795.951172
	Iteration 99Q: 3 clusters Score -327647.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -327648.531250 Penalty: 795.951172
	Iteration 100F: 3 clusters Score -327648.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -327649.156250 Penalty: 795.951172
	Iteration 101Q: 3 clusters Score -327649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -327649.156250 Penalty: 795.951172
	Iteration 102Q: 3 clusters Score -327649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -327650.000000 Penalty: 795.951172
	Iteration 103Q: 3 clusters Score -327650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -327649.750000 Penalty: 795.951172
	Iteration 104Q: 3 clusters Score -327649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -327649.750000 Penalty: 795.951172
	Iteration 105F: 3 clusters Score -327649.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -23793.107422 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -23793.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23386.251953 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -23386.25 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23610.445312 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -23610.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23665.472656 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -23665.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23746.898438 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -23746.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23802.066406 Penalty: 561.434570
	Iteration 4F: 3 clusters Score -23802.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23821.341797 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -23821.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23828.591797 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -23828.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23831.556641 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -23831.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23839.123047 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -23839.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23841.863281 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -23841.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23841.863281 Penalty: 561.434570
	Iteration 10F: 3 clusters Score -23841.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 197 members 
Entering Unmasked Estep 
Score: -10139938.000000 Penalty: 33163.933594
Splitting cluster 3 changes total score from -10140149.000000 to -10139938.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -72456.812500 Penalty: 328.226471
	Iteration 0F: 2 clusters Score -72456.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -71416.851562 Penalty: 656.452942
	Iteration 0F: 3 clusters Score -71416.85 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -71827.539062 Penalty: 656.452942
	Iteration 1F: 3 clusters Score -71827.54 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -71933.664062 Penalty: 656.452942
	Iteration 2F: 3 clusters Score -71933.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -72002.500000 Penalty: 656.452942
	Iteration 3F: 3 clusters Score -72002.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -72069.492188 Penalty: 656.452942
	Iteration 4F: 3 clusters Score -72069.49 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -72121.070312 Penalty: 656.452942
	Iteration 5Q: 3 clusters Score -72121.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -72149.710938 Penalty: 656.452942
	Iteration 6Q: 3 clusters Score -72149.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -72165.796875 Penalty: 656.452942
	Iteration 7Q: 3 clusters Score -72165.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -72177.554688 Penalty: 656.452942
	Iteration 8Q: 3 clusters Score -72177.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -72187.375000 Penalty: 656.452942
	Iteration 9Q: 3 clusters Score -72187.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -72195.625000 Penalty: 656.452942
	Iteration 10Q: 3 clusters Score -72195.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -72207.000000 Penalty: 656.452942
	Iteration 11Q: 3 clusters Score -72207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -72215.882812 Penalty: 656.452942
	Iteration 12Q: 3 clusters Score -72215.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -72220.781250 Penalty: 656.452942
	Iteration 13Q: 3 clusters Score -72220.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -72226.281250 Penalty: 656.452942
	Iteration 14Q: 3 clusters Score -72226.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -72232.265625 Penalty: 656.452942
	Iteration 15Q: 3 clusters Score -72232.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -72236.804688 Penalty: 656.452942
	Iteration 16Q: 3 clusters Score -72236.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -72242.742188 Penalty: 656.452942
	Iteration 17Q: 3 clusters Score -72242.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -72246.867188 Penalty: 656.452942
	Iteration 18Q: 3 clusters Score -72246.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -72250.445312 Penalty: 656.452942
	Iteration 19Q: 3 clusters Score -72250.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -72255.703125 Penalty: 656.452942
	Iteration 20F: 3 clusters Score -72255.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -72258.906250 Penalty: 656.452942
	Iteration 21Q: 3 clusters Score -72258.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -72261.367188 Penalty: 656.452942
	Iteration 22Q: 3 clusters Score -72261.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -72263.515625 Penalty: 656.452942
	Iteration 23Q: 3 clusters Score -72263.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -72266.429688 Penalty: 656.452942
	Iteration 24Q: 3 clusters Score -72266.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -72269.718750 Penalty: 656.452942
	Iteration 25Q: 3 clusters Score -72269.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -72270.703125 Penalty: 656.452942
	Iteration 26Q: 3 clusters Score -72270.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -72271.921875 Penalty: 656.452942
	Iteration 27Q: 3 clusters Score -72271.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -72274.078125 Penalty: 656.452942
	Iteration 28Q: 3 clusters Score -72274.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -72274.187500 Penalty: 656.452942
	Iteration 29Q: 3 clusters Score -72274.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -72274.187500 Penalty: 656.452942
	Iteration 30F: 3 clusters Score -72274.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7319.552734 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7319.553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7100.751465 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -7100.751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7138.879395 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -7138.879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7150.671875 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -7150.672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7157.969238 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -7157.969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7161.270020 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -7161.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7161.270020 Penalty: 442.945648
	Iteration 5F: 3 clusters Score -7161.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Entering Unmasked Estep 
Score: -590421.312500 Penalty: 420.512512
	Iteration 0F: 2 clusters Score -590421.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -583562.062500 Penalty: 841.025024
	Iteration 0F: 3 clusters Score -583562.1 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -586266.875000 Penalty: 841.025024
	Iteration 1F: 3 clusters Score -586266.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -586437.875000 Penalty: 841.025024
	Iteration 2Q: 3 clusters Score -586437.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -586607.875000 Penalty: 841.025024
	Iteration 3Q: 3 clusters Score -586607.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -586788.312500 Penalty: 841.025024
	Iteration 4Q: 3 clusters Score -586788.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -586984.812500 Penalty: 841.025024
	Iteration 5Q: 3 clusters Score -586984.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -587189.062500 Penalty: 841.025024
	Iteration 6Q: 3 clusters Score -587189.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -587399.875000 Penalty: 841.025024
	Iteration 7Q: 3 clusters Score -587399.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -587652.062500 Penalty: 841.025024
	Iteration 8Q: 3 clusters Score -587652.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -587987.812500 Penalty: 841.025024
	Iteration 9Q: 3 clusters Score -587987.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -588364.500000 Penalty: 841.025024
	Iteration 10F: 3 clusters Score -588364.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -588697.125000 Penalty: 841.025024
	Iteration 11Q: 3 clusters Score -588697.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -588945.562500 Penalty: 841.025024
	Iteration 12Q: 3 clusters Score -588945.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -589132.312500 Penalty: 841.025024
	Iteration 13Q: 3 clusters Score -589132.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -589306.750000 Penalty: 841.025024
	Iteration 14Q: 3 clusters Score -589306.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -589441.812500 Penalty: 841.025024
	Iteration 15Q: 3 clusters Score -589441.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -589556.125000 Penalty: 841.025024
	Iteration 16Q: 3 clusters Score -589556.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -589654.125000 Penalty: 841.025024
	Iteration 17Q: 3 clusters Score -589654.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -589733.125000 Penalty: 841.025024
	Iteration 18Q: 3 clusters Score -589733.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -589790.375000 Penalty: 841.025024
	Iteration 19Q: 3 clusters Score -589790.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -589839.125000 Penalty: 841.025024
	Iteration 20F: 3 clusters Score -589839.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -589884.500000 Penalty: 841.025024
	Iteration 21Q: 3 clusters Score -589884.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -589926.937500 Penalty: 841.025024
	Iteration 22Q: 3 clusters Score -589926.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -589967.062500 Penalty: 841.025024
	Iteration 23Q: 3 clusters Score -589967.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -589995.187500 Penalty: 841.025024
	Iteration 24Q: 3 clusters Score -589995.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -590019.625000 Penalty: 841.025024
	Iteration 25Q: 3 clusters Score -590019.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -590036.562500 Penalty: 841.025024
	Iteration 26Q: 3 clusters Score -590036.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -590050.062500 Penalty: 841.025024
	Iteration 27Q: 3 clusters Score -590050.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -590057.312500 Penalty: 841.025024
	Iteration 28Q: 3 clusters Score -590057.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -590063.062500 Penalty: 841.025024
	Iteration 29Q: 3 clusters Score -590063.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -590068.812500 Penalty: 841.025024
	Iteration 30Q: 3 clusters Score -590068.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -590071.250000 Penalty: 841.025024
	Iteration 31Q: 3 clusters Score -590071.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -590075.062500 Penalty: 841.025024
	Iteration 32Q: 3 clusters Score -590075.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -590080.000000 Penalty: 841.025024
	Iteration 33Q: 3 clusters Score -590080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -590082.562500 Penalty: 841.025024
	Iteration 34Q: 3 clusters Score -590082.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -590083.812500 Penalty: 841.025024
	Iteration 35Q: 3 clusters Score -590083.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -590084.875000 Penalty: 841.025024
	Iteration 36Q: 3 clusters Score -590084.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -590085.562500 Penalty: 841.025024
	Iteration 37Q: 3 clusters Score -590085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -590085.312500 Penalty: 841.025024
	Iteration 38Q: 3 clusters Score -590085.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -590085.312500 Penalty: 841.025024
	Iteration 39F: 3 clusters Score -590085.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -4094.162109 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -4094.162 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: -3837.520264 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -3837.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -3950.625977 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -3950.626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -4002.107422 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -4002.107 nChanged 14
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: -4032.857178 Penalty: 483.501770
	Iteration 3F: 3 clusters Score -4032.857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4049.363281 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -4049.363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4069.043945 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -4069.044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4073.462402 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -4073.462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4075.463135 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -4075.463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4075.463135 Penalty: 483.501770
	Iteration 8F: 3 clusters Score -4075.463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5248.609375 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5248.609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5038.170898 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -5038.171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5095.607910 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -5095.608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5120.642090 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -5120.642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5129.007812 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -5129.008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5137.444824 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -5137.445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5144.193359 Penalty: 421.760345
	Iteration 5Q: 3 clusters Score -5144.193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5151.336426 Penalty: 421.760345
	Iteration 6Q: 3 clusters Score -5151.336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5151.336426 Penalty: 421.760345
	Iteration 7F: 3 clusters Score -5151.336 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: -9563.967773 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9563.968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9267.332031 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9267.332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9331.946289 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9331.946 nChanged 13
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: -9358.231445 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -9358.231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9373.603516 Penalty: 478.432068
	Iteration 3F: 3 clusters Score -9373.604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9378.167969 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9378.168 nChanged 7
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: -9389.370117 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9389.37 nChanged 4
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: -9395.450195 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -9395.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9396.914062 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -9396.914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9396.914062 Penalty: 478.432068
	Iteration 8F: 3 clusters Score -9396.914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -12372.824219 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -12372.82 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 127 members 
Entering Unmasked Estep 
Score: -12058.524414 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -12058.52 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12158.969727 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -12158.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12221.158203 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -12221.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12279.778320 Penalty: 500.242279
	Iteration 3F: 3 clusters Score -12279.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12318.438477 Penalty: 500.242279
	Iteration 4F: 3 clusters Score -12318.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12321.649414 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -12321.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12322.114258 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -12322.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12322.114258 Penalty: 500.242279
	Iteration 7F: 3 clusters Score -12322.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (69 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Entering Unmasked Estep 
Score: -3904.745117 Penalty: 192.651840
	Iteration 0F: 2 clusters Score -3904.745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3739.302002 Penalty: 385.303680
	Iteration 0F: 3 clusters Score -3739.302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3748.392334 Penalty: 385.303680
	Iteration 1F: 3 clusters Score -3748.392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3763.305908 Penalty: 385.303680
	Iteration 2F: 3 clusters Score -3763.306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3767.944092 Penalty: 385.303680
	Iteration 3Q: 3 clusters Score -3767.944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3772.336182 Penalty: 385.303680
	Iteration 4Q: 3 clusters Score -3772.336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3772.336182 Penalty: 385.303680
	Iteration 5F: 3 clusters Score -3772.336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -4289.971680 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -4289.972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4087.841797 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -4087.842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4137.871094 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -4137.871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4141.318848 Penalty: 419.975952
	Iteration 2Q: 3 clusters Score -4141.319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4141.318848 Penalty: 419.975952
	Iteration 3F: 3 clusters Score -4141.319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -9673.357422 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -9673.357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9413.198242 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -9413.198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9509.475586 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -9509.476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9536.002930 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -9536.003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9549.337891 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -9549.338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9554.870117 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -9554.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9555.408203 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -9555.408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9555.408203 Penalty: 487.019104
	Iteration 6F: 3 clusters Score -9555.408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Entering Unmasked Estep 
Score: -1839131.750000 Penalty: 475.248688
	Iteration 0F: 2 clusters Score -1839132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1816056.500000 Penalty: 950.497375
	Iteration 0F: 3 clusters Score -1816056 nChanged 16647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -1826974.625000 Penalty: 950.497375
	Iteration 1F: 3 clusters Score -1826975 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -1828390.000000 Penalty: 950.497375
	Iteration 2F: 3 clusters Score -1828390 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -1830431.000000 Penalty: 950.497375
	Iteration 3F: 3 clusters Score -1830431 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -1832895.250000 Penalty: 950.497375
	Iteration 4F: 3 clusters Score -1832895 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -1835376.125000 Penalty: 950.497375
	Iteration 5F: 3 clusters Score -1835376 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -1837226.125000 Penalty: 950.497375
	Iteration 6F: 3 clusters Score -1837226 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -1838207.875000 Penalty: 950.497375
	Iteration 7Q: 3 clusters Score -1838208 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -1838571.500000 Penalty: 950.497375
	Iteration 8Q: 3 clusters Score -1838572 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -1838692.250000 Penalty: 950.497375
	Iteration 9Q: 3 clusters Score -1838692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -1838743.375000 Penalty: 950.497375
	Iteration 10Q: 3 clusters Score -1838743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -1838750.375000 Penalty: 950.497375
	Iteration 11Q: 3 clusters Score -1838750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -1838756.750000 Penalty: 950.497375
	Iteration 12Q: 3 clusters Score -1838757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -1838763.250000 Penalty: 950.497375
	Iteration 13Q: 3 clusters Score -1838763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -1838764.750000 Penalty: 950.497375
	Iteration 14Q: 3 clusters Score -1838765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -1838768.250000 Penalty: 950.497375
	Iteration 15Q: 3 clusters Score -1838768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -1838768.250000 Penalty: 950.497375
	Iteration 16F: 3 clusters Score -1838768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -181005.031250 Penalty: 365.884308
	Iteration 0F: 2 clusters Score -181005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -178819.828125 Penalty: 731.768616
	Iteration 0F: 3 clusters Score -178819.8 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -179558.109375 Penalty: 731.768616
	Iteration 1F: 3 clusters Score -179558.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -179609.906250 Penalty: 731.768616
	Iteration 2F: 3 clusters Score -179609.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -179651.046875 Penalty: 731.768616
	Iteration 3Q: 3 clusters Score -179651 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -179691.781250 Penalty: 731.768616
	Iteration 4Q: 3 clusters Score -179691.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -179739.562500 Penalty: 731.768616
	Iteration 5Q: 3 clusters Score -179739.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -179782.671875 Penalty: 731.768616
	Iteration 6Q: 3 clusters Score -179782.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -179838.171875 Penalty: 731.768616
	Iteration 7Q: 3 clusters Score -179838.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -179909.843750 Penalty: 731.768616
	Iteration 8Q: 3 clusters Score -179909.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -179995.750000 Penalty: 731.768616
	Iteration 9Q: 3 clusters Score -179995.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -180084.203125 Penalty: 731.768616
	Iteration 10Q: 3 clusters Score -180084.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -180189.937500 Penalty: 731.768616
	Iteration 11F: 3 clusters Score -180189.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -180327.125000 Penalty: 731.768616
	Iteration 12F: 3 clusters Score -180327.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -180455.265625 Penalty: 731.768616
	Iteration 13Q: 3 clusters Score -180455.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -180535.093750 Penalty: 731.768616
	Iteration 14Q: 3 clusters Score -180535.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -180601.843750 Penalty: 731.768616
	Iteration 15Q: 3 clusters Score -180601.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -180633.203125 Penalty: 731.768616
	Iteration 16Q: 3 clusters Score -180633.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -180645.640625 Penalty: 731.768616
	Iteration 17Q: 3 clusters Score -180645.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -180665.093750 Penalty: 731.768616
	Iteration 18Q: 3 clusters Score -180665.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -180682.953125 Penalty: 731.768616
	Iteration 19Q: 3 clusters Score -180683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -180697.203125 Penalty: 731.768616
	Iteration 20F: 3 clusters Score -180697.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -180707.828125 Penalty: 731.768616
	Iteration 21Q: 3 clusters Score -180707.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -180712.671875 Penalty: 731.768616
	Iteration 22Q: 3 clusters Score -180712.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -180715.406250 Penalty: 731.768616
	Iteration 23Q: 3 clusters Score -180715.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -180715.406250 Penalty: 731.768616
	Iteration 24F: 3 clusters Score -180715.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -24351.628906 Penalty: 279.657990
	Iteration 0F: 2 clusters Score -24351.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23876.742188 Penalty: 559.315979
	Iteration 0F: 3 clusters Score -23876.74 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24084.591797 Penalty: 559.315979
	Iteration 1F: 3 clusters Score -24084.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24191.408203 Penalty: 559.315979
	Iteration 2F: 3 clusters Score -24191.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24241.890625 Penalty: 559.315979
	Iteration 3F: 3 clusters Score -24241.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24260.214844 Penalty: 559.315979
	Iteration 4Q: 3 clusters Score -24260.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24275.333984 Penalty: 559.315979
	Iteration 5Q: 3 clusters Score -24275.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24290.839844 Penalty: 559.315979
	Iteration 6Q: 3 clusters Score -24290.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24305.154297 Penalty: 559.315979
	Iteration 7Q: 3 clusters Score -24305.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24306.564453 Penalty: 559.315979
	Iteration 8Q: 3 clusters Score -24306.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24306.564453 Penalty: 559.315979
	Iteration 9F: 3 clusters Score -24306.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -44795.125000 Penalty: 306.639801
	Iteration 0F: 2 clusters Score -44795.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -44096.109375 Penalty: 613.279602
	Iteration 0F: 3 clusters Score -44096.11 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -44356.957031 Penalty: 613.279602
	Iteration 1F: 3 clusters Score -44356.96 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44493.687500 Penalty: 613.279602
	Iteration 2F: 3 clusters Score -44493.69 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44586.812500 Penalty: 613.279602
	Iteration 3F: 3 clusters Score -44586.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44627.957031 Penalty: 613.279602
	Iteration 4Q: 3 clusters Score -44627.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44647.859375 Penalty: 613.279602
	Iteration 5Q: 3 clusters Score -44647.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44657.558594 Penalty: 613.279602
	Iteration 6Q: 3 clusters Score -44657.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44668.644531 Penalty: 613.279602
	Iteration 7Q: 3 clusters Score -44668.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44672.562500 Penalty: 613.279602
	Iteration 8Q: 3 clusters Score -44672.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44674.378906 Penalty: 613.279602
	Iteration 9Q: 3 clusters Score -44674.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44677.332031 Penalty: 613.279602
	Iteration 10Q: 3 clusters Score -44677.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44679.464844 Penalty: 613.279602
	Iteration 11Q: 3 clusters Score -44679.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44681.171875 Penalty: 613.279602
	Iteration 12Q: 3 clusters Score -44681.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44681.734375 Penalty: 613.279602
	Iteration 13Q: 3 clusters Score -44681.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44681.859375 Penalty: 613.279602
	Iteration 14Q: 3 clusters Score -44681.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44681.859375 Penalty: 613.279602
	Iteration 15F: 3 clusters Score -44681.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -16958.875000 Penalty: 287.513062
	Iteration 0F: 2 clusters Score -16958.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16436.876953 Penalty: 575.026123
	Iteration 0F: 3 clusters Score -16436.88 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16596.324219 Penalty: 575.026123
	Iteration 1F: 3 clusters Score -16596.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16637.328125 Penalty: 575.026123
	Iteration 2F: 3 clusters Score -16637.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -16661.492188 Penalty: 575.026123
	Iteration 3F: 3 clusters Score -16661.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -16684.570312 Penalty: 575.026123
	Iteration 4Q: 3 clusters Score -16684.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -16701.988281 Penalty: 575.026123
	Iteration 5Q: 3 clusters Score -16701.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -16707.625000 Penalty: 575.026123
	Iteration 6Q: 3 clusters Score -16707.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -16712.462891 Penalty: 575.026123
	Iteration 7Q: 3 clusters Score -16712.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -16714.634766 Penalty: 575.026123
	Iteration 8Q: 3 clusters Score -16714.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -16716.996094 Penalty: 575.026123
	Iteration 9Q: 3 clusters Score -16717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16718.361328 Penalty: 575.026123
	Iteration 10Q: 3 clusters Score -16718.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16720.052734 Penalty: 575.026123
	Iteration 11Q: 3 clusters Score -16720.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16721.130859 Penalty: 575.026123
	Iteration 12Q: 3 clusters Score -16721.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -16723.324219 Penalty: 575.026123
	Iteration 13Q: 3 clusters Score -16723.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16725.695312 Penalty: 575.026123
	Iteration 14Q: 3 clusters Score -16725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -16726.091797 Penalty: 575.026123
	Iteration 15Q: 3 clusters Score -16726.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -16726.091797 Penalty: 575.026123
	Iteration 16F: 3 clusters Score -16726.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -1874.974365 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -1874.974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1779.168335 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -1779.168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1850.469604 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -1850.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1881.586914 Penalty: 369.500305
	Iteration 2Q: 3 clusters Score -1881.587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1881.586914 Penalty: 369.500305
	Iteration 3F: 3 clusters Score -1881.587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 32 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 26 members 
Entering Unmasked Estep 
Score: -10139785.000000 Penalty: 33163.933594
Splitting cluster 19 changes total score from -10140149.000000 to -10139785.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (99373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Entering Unmasked Estep 
Score: -5730077.000000 Penalty: 523.551941
	Iteration 0F: 2 clusters Score -5730077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -5667696.500000 Penalty: 1047.103882
	Iteration 0F: 3 clusters Score -5667696 nChanged 48646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -5699852.500000 Penalty: 1047.103882
	Iteration 1F: 3 clusters Score -5699852 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -5703632.500000 Penalty: 1047.103882
	Iteration 2F: 3 clusters Score -5703632 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -5708941.500000 Penalty: 1047.103882
	Iteration 3F: 3 clusters Score -5708942 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -5714652.500000 Penalty: 1047.103882
	Iteration 4F: 3 clusters Score -5714652 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -5718432.500000 Penalty: 1047.103882
	Iteration 5F: 3 clusters Score -5718432 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -5720098.500000 Penalty: 1047.103882
	Iteration 6Q: 3 clusters Score -5720098 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -5720980.500000 Penalty: 1047.103882
	Iteration 7Q: 3 clusters Score -5720980 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -5721578.000000 Penalty: 1047.103882
	Iteration 8Q: 3 clusters Score -5721578 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -5722188.500000 Penalty: 1047.103882
	Iteration 9Q: 3 clusters Score -5722188 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74098 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -5722683.500000 Penalty: 1047.103882
	Iteration 10Q: 3 clusters Score -5722684 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76042 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -5723209.000000 Penalty: 1047.103882
	Iteration 11Q: 3 clusters Score -5723209 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5723479.500000 Penalty: 1047.103882
	Iteration 12Q: 3 clusters Score -5723480 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -5723718.000000 Penalty: 1047.103882
	Iteration 13Q: 3 clusters Score -5723718 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80988 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -5723932.500000 Penalty: 1047.103882
	Iteration 14Q: 3 clusters Score -5723932 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -5724126.500000 Penalty: 1047.103882
	Iteration 15Q: 3 clusters Score -5724126 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -5724318.500000 Penalty: 1047.103882
	Iteration 16Q: 3 clusters Score -5724318 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84604 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -5724503.000000 Penalty: 1047.103882
	Iteration 17Q: 3 clusters Score -5724503 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -5724739.500000 Penalty: 1047.103882
	Iteration 18Q: 3 clusters Score -5724740 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -5724882.000000 Penalty: 1047.103882
	Iteration 19Q: 3 clusters Score -5724882 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -5725032.000000 Penalty: 1047.103882
	Iteration 20F: 3 clusters Score -5725032 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -5725205.000000 Penalty: 1047.103882
	Iteration 21Q: 3 clusters Score -5725205 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -5725393.500000 Penalty: 1047.103882
	Iteration 22Q: 3 clusters Score -5725394 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -5725531.000000 Penalty: 1047.103882
	Iteration 23Q: 3 clusters Score -5725531 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -5725804.000000 Penalty: 1047.103882
	Iteration 24Q: 3 clusters Score -5725804 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90673 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -5725950.500000 Penalty: 1047.103882
	Iteration 25Q: 3 clusters Score -5725950 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -5726192.000000 Penalty: 1047.103882
	Iteration 26Q: 3 clusters Score -5726192 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -5726327.500000 Penalty: 1047.103882
	Iteration 27Q: 3 clusters Score -5726328 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92262 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -5726487.500000 Penalty: 1047.103882
	Iteration 28Q: 3 clusters Score -5726488 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -5726726.000000 Penalty: 1047.103882
	Iteration 29Q: 3 clusters Score -5726726 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -5726926.500000 Penalty: 1047.103882
	Iteration 30Q: 3 clusters Score -5726926 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93595 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -5727090.500000 Penalty: 1047.103882
	Iteration 31Q: 3 clusters Score -5727090 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -5727277.500000 Penalty: 1047.103882
	Iteration 32Q: 3 clusters Score -5727278 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94324 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -5727429.500000 Penalty: 1047.103882
	Iteration 33Q: 3 clusters Score -5727430 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94659 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -5727623.500000 Penalty: 1047.103882
	Iteration 34Q: 3 clusters Score -5727624 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94944 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -5727759.000000 Penalty: 1047.103882
	Iteration 35Q: 3 clusters Score -5727759 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95227 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5727901.000000 Penalty: 1047.103882
	Iteration 36Q: 3 clusters Score -5727901 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95472 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -5728020.500000 Penalty: 1047.103882
	Iteration 37Q: 3 clusters Score -5728020 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95705 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -5728158.000000 Penalty: 1047.103882
	Iteration 38Q: 3 clusters Score -5728158 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -5728257.500000 Penalty: 1047.103882
	Iteration 39Q: 3 clusters Score -5728258 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96091 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5728333.500000 Penalty: 1047.103882
	Iteration 40F: 3 clusters Score -5728334 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -5728409.500000 Penalty: 1047.103882
	Iteration 41Q: 3 clusters Score -5728410 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96418 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5728482.500000 Penalty: 1047.103882
	Iteration 42Q: 3 clusters Score -5728482 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96556 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5728554.000000 Penalty: 1047.103882
	Iteration 43Q: 3 clusters Score -5728554 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96680 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -5728617.500000 Penalty: 1047.103882
	Iteration 44Q: 3 clusters Score -5728618 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5728690.000000 Penalty: 1047.103882
	Iteration 45Q: 3 clusters Score -5728690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96889 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5728726.000000 Penalty: 1047.103882
	Iteration 46Q: 3 clusters Score -5728726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96981 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5728764.500000 Penalty: 1047.103882
	Iteration 47Q: 3 clusters Score -5728764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5728770.000000 Penalty: 1047.103882
	Iteration 48Q: 3 clusters Score -5728770 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97111 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5728786.000000 Penalty: 1047.103882
	Iteration 49Q: 3 clusters Score -5728786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5728806.000000 Penalty: 1047.103882
	Iteration 50Q: 3 clusters Score -5728806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97220 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5728815.500000 Penalty: 1047.103882
	Iteration 51Q: 3 clusters Score -5728816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5728840.500000 Penalty: 1047.103882
	Iteration 52Q: 3 clusters Score -5728840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5728869.000000 Penalty: 1047.103882
	Iteration 53Q: 3 clusters Score -5728869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5728874.500000 Penalty: 1047.103882
	Iteration 54Q: 3 clusters Score -5728874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5728892.500000 Penalty: 1047.103882
	Iteration 55Q: 3 clusters Score -5728892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5728908.500000 Penalty: 1047.103882
	Iteration 56Q: 3 clusters Score -5728908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5728939.500000 Penalty: 1047.103882
	Iteration 57Q: 3 clusters Score -5728940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97533 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5728974.000000 Penalty: 1047.103882
	Iteration 58Q: 3 clusters Score -5728974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97578 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5728988.500000 Penalty: 1047.103882
	Iteration 59Q: 3 clusters Score -5728988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97632 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5729016.000000 Penalty: 1047.103882
	Iteration 60F: 3 clusters Score -5729016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5729032.000000 Penalty: 1047.103882
	Iteration 61Q: 3 clusters Score -5729032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97741 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5729052.500000 Penalty: 1047.103882
	Iteration 62Q: 3 clusters Score -5729052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97800 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5729086.000000 Penalty: 1047.103882
	Iteration 63Q: 3 clusters Score -5729086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5729090.000000 Penalty: 1047.103882
	Iteration 64Q: 3 clusters Score -5729090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97889 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5729108.000000 Penalty: 1047.103882
	Iteration 65Q: 3 clusters Score -5729108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97926 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5729121.500000 Penalty: 1047.103882
	Iteration 66Q: 3 clusters Score -5729122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5729130.500000 Penalty: 1047.103882
	Iteration 67Q: 3 clusters Score -5729130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97995 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5729135.500000 Penalty: 1047.103882
	Iteration 68Q: 3 clusters Score -5729136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5729150.500000 Penalty: 1047.103882
	Iteration 69Q: 3 clusters Score -5729150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98050 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5729159.500000 Penalty: 1047.103882
	Iteration 70Q: 3 clusters Score -5729160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5729183.500000 Penalty: 1047.103882
	Iteration 71Q: 3 clusters Score -5729184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5729192.500000 Penalty: 1047.103882
	Iteration 72Q: 3 clusters Score -5729192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98134 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5729205.000000 Penalty: 1047.103882
	Iteration 73Q: 3 clusters Score -5729205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98158 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5729216.500000 Penalty: 1047.103882
	Iteration 74Q: 3 clusters Score -5729216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98182 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5729224.500000 Penalty: 1047.103882
	Iteration 75Q: 3 clusters Score -5729224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5729244.500000 Penalty: 1047.103882
	Iteration 76Q: 3 clusters Score -5729244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5729249.000000 Penalty: 1047.103882
	Iteration 77Q: 3 clusters Score -5729249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98251 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5729268.500000 Penalty: 1047.103882
	Iteration 78Q: 3 clusters Score -5729268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98275 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5729277.500000 Penalty: 1047.103882
	Iteration 79Q: 3 clusters Score -5729278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98307 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5729293.500000 Penalty: 1047.103882
	Iteration 80F: 3 clusters Score -5729294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5729299.000000 Penalty: 1047.103882
	Iteration 81Q: 3 clusters Score -5729299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98341 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5729317.500000 Penalty: 1047.103882
	Iteration 82Q: 3 clusters Score -5729318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5729315.500000 Penalty: 1047.103882
	Iteration 83Q: 3 clusters Score -5729316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5729318.000000 Penalty: 1047.103882
	Iteration 84Q: 3 clusters Score -5729318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5729320.500000 Penalty: 1047.103882
	Iteration 85Q: 3 clusters Score -5729320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98370 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5729324.000000 Penalty: 1047.103882
	Iteration 86Q: 3 clusters Score -5729324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98373 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5729326.000000 Penalty: 1047.103882
	Iteration 87Q: 3 clusters Score -5729326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98375 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5729330.000000 Penalty: 1047.103882
	Iteration 88Q: 3 clusters Score -5729330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98377 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5729329.500000 Penalty: 1047.103882
	Iteration 89Q: 3 clusters Score -5729330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5729335.000000 Penalty: 1047.103882
	Iteration 90Q: 3 clusters Score -5729335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98384 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5729335.000000 Penalty: 1047.103882
	Iteration 91Q: 3 clusters Score -5729335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98387 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5729335.000000 Penalty: 1047.103882
	Iteration 92Q: 3 clusters Score -5729335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98390 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5729340.000000 Penalty: 1047.103882
	Iteration 93Q: 3 clusters Score -5729340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98393 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5729345.500000 Penalty: 1047.103882
	Iteration 94Q: 3 clusters Score -5729346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5729341.500000 Penalty: 1047.103882
	Iteration 95Q: 3 clusters Score -5729342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5729340.500000 Penalty: 1047.103882
	Iteration 96Q: 3 clusters Score -5729340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98399 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5729339.500000 Penalty: 1047.103882
	Iteration 97Q: 3 clusters Score -5729340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98401 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5729342.000000 Penalty: 1047.103882
	Iteration 98Q: 3 clusters Score -5729342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98401 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5729341.500000 Penalty: 1047.103882
	Iteration 99Q: 3 clusters Score -5729342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5729339.500000 Penalty: 1047.103882
	Iteration 100F: 3 clusters Score -5729340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98403 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5729343.500000 Penalty: 1047.103882
	Iteration 101Q: 3 clusters Score -5729344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98403 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5729343.500000 Penalty: 1047.103882
	Iteration 102F: 3 clusters Score -5729344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -33144.515625 Penalty: 291.886902
	Iteration 0F: 2 clusters Score -33144.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -32599.894531 Penalty: 583.773804
	Iteration 0F: 3 clusters Score -32599.89 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -32774.546875 Penalty: 583.773804
	Iteration 1F: 3 clusters Score -32774.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -32830.046875 Penalty: 583.773804
	Iteration 2F: 3 clusters Score -32830.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -32858.960938 Penalty: 583.773804
	Iteration 3F: 3 clusters Score -32858.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -32879.656250 Penalty: 583.773804
	Iteration 4Q: 3 clusters Score -32879.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -32905.105469 Penalty: 583.773804
	Iteration 5Q: 3 clusters Score -32905.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -32927.433594 Penalty: 583.773804
	Iteration 6Q: 3 clusters Score -32927.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -32936.492188 Penalty: 583.773804
	Iteration 7Q: 3 clusters Score -32936.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -32943.332031 Penalty: 583.773804
	Iteration 8Q: 3 clusters Score -32943.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -32950.957031 Penalty: 583.773804
	Iteration 9Q: 3 clusters Score -32950.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -32955.046875 Penalty: 583.773804
	Iteration 10Q: 3 clusters Score -32955.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -32960.425781 Penalty: 583.773804
	Iteration 11Q: 3 clusters Score -32960.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -32964.882812 Penalty: 583.773804
	Iteration 12Q: 3 clusters Score -32964.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -32967.417969 Penalty: 583.773804
	Iteration 13Q: 3 clusters Score -32967.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -32977.113281 Penalty: 583.773804
	Iteration 14Q: 3 clusters Score -32977.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -32999.890625 Penalty: 583.773804
	Iteration 15Q: 3 clusters Score -32999.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -33019.281250 Penalty: 583.773804
	Iteration 16Q: 3 clusters Score -33019.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -33026.519531 Penalty: 583.773804
	Iteration 17Q: 3 clusters Score -33026.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -33035.343750 Penalty: 583.773804
	Iteration 18Q: 3 clusters Score -33035.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -33043.250000 Penalty: 583.773804
	Iteration 19Q: 3 clusters Score -33043.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -33045.957031 Penalty: 583.773804
	Iteration 20F: 3 clusters Score -33045.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -33049.871094 Penalty: 583.773804
	Iteration 21Q: 3 clusters Score -33049.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -33054.937500 Penalty: 583.773804
	Iteration 22Q: 3 clusters Score -33054.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -33060.328125 Penalty: 583.773804
	Iteration 23Q: 3 clusters Score -33060.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -33064.777344 Penalty: 583.773804
	Iteration 24Q: 3 clusters Score -33064.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -33071.730469 Penalty: 583.773804
	Iteration 25Q: 3 clusters Score -33071.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -33072.683594 Penalty: 583.773804
	Iteration 26Q: 3 clusters Score -33072.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33073.718750 Penalty: 583.773804
	Iteration 27Q: 3 clusters Score -33073.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33079.261719 Penalty: 583.773804
	Iteration 28Q: 3 clusters Score -33079.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33079.839844 Penalty: 583.773804
	Iteration 29Q: 3 clusters Score -33079.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33079.839844 Penalty: 583.773804
	Iteration 30F: 3 clusters Score -33079.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -7751.300293 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -7751.3 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 98 members 
Entering Unmasked Estep 
Score: -7478.020508 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -7478.021 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7557.756348 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -7557.756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7594.972168 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -7594.972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7606.874023 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -7606.874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7613.022461 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -7613.022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7616.439941 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -7616.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7616.858398 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -7616.858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7616.858398 Penalty: 478.904785
	Iteration 7F: 3 clusters Score -7616.858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6728.330078 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6728.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6504.108398 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -6504.108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6582.295410 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6582.295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6657.865234 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -6657.865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6667.724609 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6667.725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6669.450684 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6669.451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6671.565918 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6671.566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6671.565918 Penalty: 447.051605
	Iteration 6F: 3 clusters Score -6671.566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -12006.521484 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -12006.52 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 130 members 
Entering Unmasked Estep 
Score: -11706.891602 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -11706.89 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11793.501953 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -11793.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11818.207031 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -11818.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11831.350586 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -11831.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11848.506836 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -11848.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11868.997070 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -11869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11894.692383 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -11894.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11910.873047 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -11910.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11912.452148 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -11912.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11916.894531 Penalty: 498.738159
	Iteration 9Q: 3 clusters Score -11916.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11925.290039 Penalty: 498.738159
	Iteration 10Q: 3 clusters Score -11925.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11927.230469 Penalty: 498.738159
	Iteration 11Q: 3 clusters Score -11927.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11927.575195 Penalty: 498.738159
	Iteration 12Q: 3 clusters Score -11927.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11928.131836 Penalty: 498.738159
	Iteration 13Q: 3 clusters Score -11928.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11929.858398 Penalty: 498.738159
	Iteration 14Q: 3 clusters Score -11929.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11929.858398 Penalty: 498.738159
	Iteration 15F: 3 clusters Score -11929.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -117949.195312 Penalty: 352.613770
	Iteration 0F: 2 clusters Score -117949.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -116296.367188 Penalty: 705.227539
	Iteration 0F: 3 clusters Score -116296.4 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -116959.117188 Penalty: 705.227539
	Iteration 1F: 3 clusters Score -116959.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -117155.953125 Penalty: 705.227539
	Iteration 2F: 3 clusters Score -117156 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117358.867188 Penalty: 705.227539
	Iteration 3F: 3 clusters Score -117358.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117493.890625 Penalty: 705.227539
	Iteration 4F: 3 clusters Score -117493.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -117576.687500 Penalty: 705.227539
	Iteration 5Q: 3 clusters Score -117576.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -117619.226562 Penalty: 705.227539
	Iteration 6Q: 3 clusters Score -117619.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -117638.585938 Penalty: 705.227539
	Iteration 7Q: 3 clusters Score -117638.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -117655.679688 Penalty: 705.227539
	Iteration 8Q: 3 clusters Score -117655.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -117673.867188 Penalty: 705.227539
	Iteration 9Q: 3 clusters Score -117673.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -117684.195312 Penalty: 705.227539
	Iteration 10Q: 3 clusters Score -117684.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -117693.898438 Penalty: 705.227539
	Iteration 11Q: 3 clusters Score -117693.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -117702.625000 Penalty: 705.227539
	Iteration 12Q: 3 clusters Score -117702.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -117706.734375 Penalty: 705.227539
	Iteration 13Q: 3 clusters Score -117706.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -117709.554688 Penalty: 705.227539
	Iteration 14Q: 3 clusters Score -117709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -117710.554688 Penalty: 705.227539
	Iteration 15Q: 3 clusters Score -117710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -117711.195312 Penalty: 705.227539
	Iteration 16Q: 3 clusters Score -117711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -117711.367188 Penalty: 705.227539
	Iteration 17Q: 3 clusters Score -117711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -117711.367188 Penalty: 705.227539
	Iteration 18F: 3 clusters Score -117711.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -332495.625000 Penalty: 393.946808
	Iteration 0F: 2 clusters Score -332495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -328596.718750 Penalty: 787.893616
	Iteration 0F: 3 clusters Score -328596.7 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -330095.875000 Penalty: 787.893616
	Iteration 1F: 3 clusters Score -330095.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -330277.375000 Penalty: 787.893616
	Iteration 2F: 3 clusters Score -330277.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -330502.812500 Penalty: 787.893616
	Iteration 3F: 3 clusters Score -330502.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -330766.906250 Penalty: 787.893616
	Iteration 4F: 3 clusters Score -330766.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -331078.312500 Penalty: 787.893616
	Iteration 5F: 3 clusters Score -331078.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -331385.468750 Penalty: 787.893616
	Iteration 6F: 3 clusters Score -331385.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -331624.593750 Penalty: 787.893616
	Iteration 7Q: 3 clusters Score -331624.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -331778.968750 Penalty: 787.893616
	Iteration 8Q: 3 clusters Score -331779 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -331875.937500 Penalty: 787.893616
	Iteration 9Q: 3 clusters Score -331875.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -331950.187500 Penalty: 787.893616
	Iteration 10Q: 3 clusters Score -331950.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -332014.625000 Penalty: 787.893616
	Iteration 11Q: 3 clusters Score -332014.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -332056.281250 Penalty: 787.893616
	Iteration 12Q: 3 clusters Score -332056.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -332070.312500 Penalty: 787.893616
	Iteration 13Q: 3 clusters Score -332070.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -332084.531250 Penalty: 787.893616
	Iteration 14Q: 3 clusters Score -332084.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -332098.937500 Penalty: 787.893616
	Iteration 15Q: 3 clusters Score -332098.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -332120.875000 Penalty: 787.893616
	Iteration 16Q: 3 clusters Score -332120.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -332134.906250 Penalty: 787.893616
	Iteration 17Q: 3 clusters Score -332134.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -332145.906250 Penalty: 787.893616
	Iteration 18Q: 3 clusters Score -332145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -332153.375000 Penalty: 787.893616
	Iteration 19Q: 3 clusters Score -332153.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -332159.468750 Penalty: 787.893616
	Iteration 20F: 3 clusters Score -332159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -332166.593750 Penalty: 787.893616
	Iteration 21Q: 3 clusters Score -332166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -332172.906250 Penalty: 787.893616
	Iteration 22Q: 3 clusters Score -332172.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -332176.250000 Penalty: 787.893616
	Iteration 23Q: 3 clusters Score -332176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -332177.937500 Penalty: 787.893616
	Iteration 24Q: 3 clusters Score -332177.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -332177.937500 Penalty: 787.893616
	Iteration 25F: 3 clusters Score -332177.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Entering Unmasked Estep 
Score: -377004.687500 Penalty: 403.230133
	Iteration 0F: 2 clusters Score -377004.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -372308.937500 Penalty: 806.460266
	Iteration 0F: 3 clusters Score -372308.9 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -374035.562500 Penalty: 806.460266
	Iteration 1F: 3 clusters Score -374035.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -374234.718750 Penalty: 806.460266
	Iteration 2F: 3 clusters Score -374234.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -374510.875000 Penalty: 806.460266
	Iteration 3F: 3 clusters Score -374510.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -374916.062500 Penalty: 806.460266
	Iteration 4F: 3 clusters Score -374916.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -375417.562500 Penalty: 806.460266
	Iteration 5F: 3 clusters Score -375417.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -375886.406250 Penalty: 806.460266
	Iteration 6F: 3 clusters Score -375886.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -376210.843750 Penalty: 806.460266
	Iteration 7Q: 3 clusters Score -376210.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -376455.062500 Penalty: 806.460266
	Iteration 8Q: 3 clusters Score -376455.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -376639.500000 Penalty: 806.460266
	Iteration 9Q: 3 clusters Score -376639.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -376750.031250 Penalty: 806.460266
	Iteration 10Q: 3 clusters Score -376750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -376788.531250 Penalty: 806.460266
	Iteration 11Q: 3 clusters Score -376788.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -376812.000000 Penalty: 806.460266
	Iteration 12Q: 3 clusters Score -376812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -376829.812500 Penalty: 806.460266
	Iteration 13Q: 3 clusters Score -376829.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -376845.250000 Penalty: 806.460266
	Iteration 14Q: 3 clusters Score -376845.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -376849.906250 Penalty: 806.460266
	Iteration 15Q: 3 clusters Score -376849.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -376854.781250 Penalty: 806.460266
	Iteration 16Q: 3 clusters Score -376854.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -376858.125000 Penalty: 806.460266
	Iteration 17Q: 3 clusters Score -376858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -376858.687500 Penalty: 806.460266
	Iteration 18Q: 3 clusters Score -376858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -376858.875000 Penalty: 806.460266
	Iteration 19Q: 3 clusters Score -376858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -376859.562500 Penalty: 806.460266
	Iteration 20F: 3 clusters Score -376859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -376860.406250 Penalty: 806.460266
	Iteration 21Q: 3 clusters Score -376860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -376861.156250 Penalty: 806.460266
	Iteration 22Q: 3 clusters Score -376861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -376861.093750 Penalty: 806.460266
	Iteration 23Q: 3 clusters Score -376861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -376861.093750 Penalty: 806.460266
	Iteration 24F: 3 clusters Score -376861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -22108.533203 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -22108.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21685.146484 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -21685.15 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21974.716797 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -21974.72 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22028.808594 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -22028.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22055.759766 Penalty: 567.509644
	Iteration 3Q: 3 clusters Score -22055.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22064.042969 Penalty: 567.509644
	Iteration 4Q: 3 clusters Score -22064.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22065.796875 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -22065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22067.400391 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -22067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22069.304688 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -22069.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22071.396484 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -22071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22071.636719 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -22071.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22072.396484 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -22072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22074.369141 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -22074.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22074.953125 Penalty: 567.509644
	Iteration 12Q: 3 clusters Score -22074.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22077.486328 Penalty: 567.509644
	Iteration 13Q: 3 clusters Score -22077.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22078.273438 Penalty: 567.509644
	Iteration 14Q: 3 clusters Score -22078.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22079.044922 Penalty: 567.509644
	Iteration 15Q: 3 clusters Score -22079.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22081.292969 Penalty: 567.509644
	Iteration 16Q: 3 clusters Score -22081.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22081.697266 Penalty: 567.509644
	Iteration 17Q: 3 clusters Score -22081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22084.277344 Penalty: 567.509644
	Iteration 18Q: 3 clusters Score -22084.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22084.558594 Penalty: 567.509644
	Iteration 19Q: 3 clusters Score -22084.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22085.197266 Penalty: 567.509644
	Iteration 20F: 3 clusters Score -22085.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -38374.179688 Penalty: 295.120300
	Iteration 0F: 2 clusters Score -38374.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37769.355469 Penalty: 590.240601
	Iteration 0F: 3 clusters Score -37769.36 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37917.851562 Penalty: 590.240601
	Iteration 1F: 3 clusters Score -37917.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37959.535156 Penalty: 590.240601
	Iteration 2F: 3 clusters Score -37959.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37991.039062 Penalty: 590.240601
	Iteration 3F: 3 clusters Score -37991.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38005.382812 Penalty: 590.240601
	Iteration 4Q: 3 clusters Score -38005.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38016.160156 Penalty: 590.240601
	Iteration 5Q: 3 clusters Score -38016.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38030.703125 Penalty: 590.240601
	Iteration 6Q: 3 clusters Score -38030.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38042.523438 Penalty: 590.240601
	Iteration 7Q: 3 clusters Score -38042.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38051.113281 Penalty: 590.240601
	Iteration 8Q: 3 clusters Score -38051.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38062.816406 Penalty: 590.240601
	Iteration 9Q: 3 clusters Score -38062.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38071.218750 Penalty: 590.240601
	Iteration 10Q: 3 clusters Score -38071.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38077.496094 Penalty: 590.240601
	Iteration 11Q: 3 clusters Score -38077.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38088.597656 Penalty: 590.240601
	Iteration 12Q: 3 clusters Score -38088.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38100.617188 Penalty: 590.240601
	Iteration 13Q: 3 clusters Score -38100.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38107.078125 Penalty: 590.240601
	Iteration 14Q: 3 clusters Score -38107.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38111.257812 Penalty: 590.240601
	Iteration 15Q: 3 clusters Score -38111.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38113.300781 Penalty: 590.240601
	Iteration 16Q: 3 clusters Score -38113.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38114.500000 Penalty: 590.240601
	Iteration 17Q: 3 clusters Score -38114.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38114.906250 Penalty: 590.240601
	Iteration 18Q: 3 clusters Score -38114.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38115.222656 Penalty: 590.240601
	Iteration 19Q: 3 clusters Score -38115.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38115.222656 Penalty: 590.240601
	Iteration 20F: 3 clusters Score -38115.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -33430.703125 Penalty: 297.154938
	Iteration 0F: 2 clusters Score -33430.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -32853.234375 Penalty: 594.309875
	Iteration 0F: 3 clusters Score -32853.23 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33105.558594 Penalty: 594.309875
	Iteration 1F: 3 clusters Score -33105.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33146.570312 Penalty: 594.309875
	Iteration 2F: 3 clusters Score -33146.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33178.558594 Penalty: 594.309875
	Iteration 3Q: 3 clusters Score -33178.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33212.960938 Penalty: 594.309875
	Iteration 4Q: 3 clusters Score -33212.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33222.843750 Penalty: 594.309875
	Iteration 5Q: 3 clusters Score -33222.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33235.097656 Penalty: 594.309875
	Iteration 6Q: 3 clusters Score -33235.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33250.105469 Penalty: 594.309875
	Iteration 7Q: 3 clusters Score -33250.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33265.503906 Penalty: 594.309875
	Iteration 8Q: 3 clusters Score -33265.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33274.988281 Penalty: 594.309875
	Iteration 9Q: 3 clusters Score -33274.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33283.414062 Penalty: 594.309875
	Iteration 10Q: 3 clusters Score -33283.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33288.945312 Penalty: 594.309875
	Iteration 11Q: 3 clusters Score -33288.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33295.570312 Penalty: 594.309875
	Iteration 12Q: 3 clusters Score -33295.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33307.082031 Penalty: 594.309875
	Iteration 13Q: 3 clusters Score -33307.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33316.476562 Penalty: 594.309875
	Iteration 14Q: 3 clusters Score -33316.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33325.699219 Penalty: 594.309875
	Iteration 15Q: 3 clusters Score -33325.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33346.140625 Penalty: 594.309875
	Iteration 16Q: 3 clusters Score -33346.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33358.222656 Penalty: 594.309875
	Iteration 17Q: 3 clusters Score -33358.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33369.863281 Penalty: 594.309875
	Iteration 18Q: 3 clusters Score -33369.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33379.789062 Penalty: 594.309875
	Iteration 19Q: 3 clusters Score -33379.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33386.984375 Penalty: 594.309875
	Iteration 20F: 3 clusters Score -33386.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33390.664062 Penalty: 594.309875
	Iteration 21Q: 3 clusters Score -33390.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33392.820312 Penalty: 594.309875
	Iteration 22Q: 3 clusters Score -33392.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33393.644531 Penalty: 594.309875
	Iteration 23Q: 3 clusters Score -33393.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33393.792969 Penalty: 594.309875
	Iteration 24Q: 3 clusters Score -33393.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33393.792969 Penalty: 594.309875
	Iteration 25F: 3 clusters Score -33393.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -24351.593750 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -24351.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23907.880859 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -23907.88 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24219.964844 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -24219.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24434.302734 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -24434.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24515.130859 Penalty: 557.146851
	Iteration 3F: 3 clusters Score -24515.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24530.292969 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -24530.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -24535.195312 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -24535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24544.111328 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -24544.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24547.111328 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -24547.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -24548.435547 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -24548.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -24548.435547 Penalty: 557.146851
	Iteration 9F: 3 clusters Score -24548.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 141 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 315 members 
Entering Unmasked Estep 
Score: -10140064.000000 Penalty: 33163.933594
Splitting cluster 31 changes total score from -10140149.000000 to -10140064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -39768.367188 Penalty: 301.815979
	Iteration 0F: 2 clusters Score -39768.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -39148.472656 Penalty: 603.631958
	Iteration 0F: 3 clusters Score -39148.47 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -39459.652344 Penalty: 603.631958
	Iteration 1F: 3 clusters Score -39459.65 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -39571.000000 Penalty: 603.631958
	Iteration 2F: 3 clusters Score -39571 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -39655.296875 Penalty: 603.631958
	Iteration 3F: 3 clusters Score -39655.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39709.273438 Penalty: 603.631958
	Iteration 4F: 3 clusters Score -39709.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -39746.183594 Penalty: 603.631958
	Iteration 5Q: 3 clusters Score -39746.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -39761.433594 Penalty: 603.631958
	Iteration 6Q: 3 clusters Score -39761.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -39789.937500 Penalty: 603.631958
	Iteration 7Q: 3 clusters Score -39789.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -39821.425781 Penalty: 603.631958
	Iteration 8Q: 3 clusters Score -39821.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -39848.863281 Penalty: 603.631958
	Iteration 9Q: 3 clusters Score -39848.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -39878.804688 Penalty: 603.631958
	Iteration 10Q: 3 clusters Score -39878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -39902.347656 Penalty: 603.631958
	Iteration 11Q: 3 clusters Score -39902.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -39922.226562 Penalty: 603.631958
	Iteration 12Q: 3 clusters Score -39922.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -39937.113281 Penalty: 603.631958
	Iteration 13Q: 3 clusters Score -39937.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -39952.160156 Penalty: 603.631958
	Iteration 14Q: 3 clusters Score -39952.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -39977.175781 Penalty: 603.631958
	Iteration 15Q: 3 clusters Score -39977.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -39989.894531 Penalty: 603.631958
	Iteration 16Q: 3 clusters Score -39989.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -39993.191406 Penalty: 603.631958
	Iteration 17Q: 3 clusters Score -39993.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -39994.671875 Penalty: 603.631958
	Iteration 18Q: 3 clusters Score -39994.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -39994.921875 Penalty: 603.631958
	Iteration 19Q: 3 clusters Score -39994.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -39994.921875 Penalty: 603.631958
	Iteration 20F: 3 clusters Score -39994.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 534 members 
Entering Unmasked Estep 
Score: -10140120.000000 Penalty: 33163.933594
Splitting cluster 32 changes total score from -10140149.000000 to -10140120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -6470.953125 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -6470.953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6244.761230 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -6244.761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6292.438965 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -6292.439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6324.095703 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -6324.096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6343.141113 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -6343.141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6347.922852 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -6347.923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6349.742676 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -6349.743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6349.742676 Penalty: 439.376556
	Iteration 6F: 3 clusters Score -6349.743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -29614.322266 Penalty: 288.244965
	Iteration 0F: 2 clusters Score -29614.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29079.527344 Penalty: 576.489929
	Iteration 0F: 3 clusters Score -29079.53 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29346.908203 Penalty: 576.489929
	Iteration 1F: 3 clusters Score -29346.91 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29517.343750 Penalty: 576.489929
	Iteration 2F: 3 clusters Score -29517.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29606.445312 Penalty: 576.489929
	Iteration 3F: 3 clusters Score -29606.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29639.203125 Penalty: 576.489929
	Iteration 4Q: 3 clusters Score -29639.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29657.285156 Penalty: 576.489929
	Iteration 5Q: 3 clusters Score -29657.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29679.488281 Penalty: 576.489929
	Iteration 6Q: 3 clusters Score -29679.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29695.363281 Penalty: 576.489929
	Iteration 7Q: 3 clusters Score -29695.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29696.423828 Penalty: 576.489929
	Iteration 8Q: 3 clusters Score -29696.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29697.097656 Penalty: 576.489929
	Iteration 9Q: 3 clusters Score -29697.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29697.097656 Penalty: 576.489929
	Iteration 10F: 3 clusters Score -29697.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 272 members 
Entering Unmasked Estep 
Score: -10139965.000000 Penalty: 33163.933594
Splitting cluster 34 changes total score from -10140149.000000 to -10139965.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -34786.003906 Penalty: 290.755951
	Iteration 0F: 2 clusters Score -34786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34237.609375 Penalty: 581.511902
	Iteration 0F: 3 clusters Score -34237.61 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34358.300781 Penalty: 581.511902
	Iteration 1F: 3 clusters Score -34358.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34382.996094 Penalty: 581.511902
	Iteration 2F: 3 clusters Score -34383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34395.574219 Penalty: 581.511902
	Iteration 3Q: 3 clusters Score -34395.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34411.054688 Penalty: 581.511902
	Iteration 4Q: 3 clusters Score -34411.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34427.648438 Penalty: 581.511902
	Iteration 5Q: 3 clusters Score -34427.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34441.324219 Penalty: 581.511902
	Iteration 6Q: 3 clusters Score -34441.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34452.109375 Penalty: 581.511902
	Iteration 7Q: 3 clusters Score -34452.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34461.210938 Penalty: 581.511902
	Iteration 8Q: 3 clusters Score -34461.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34466.835938 Penalty: 581.511902
	Iteration 9Q: 3 clusters Score -34466.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34470.792969 Penalty: 581.511902
	Iteration 10Q: 3 clusters Score -34470.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34472.933594 Penalty: 581.511902
	Iteration 11Q: 3 clusters Score -34472.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34473.269531 Penalty: 581.511902
	Iteration 12Q: 3 clusters Score -34473.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34475.761719 Penalty: 581.511902
	Iteration 13Q: 3 clusters Score -34475.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34478.152344 Penalty: 581.511902
	Iteration 14Q: 3 clusters Score -34478.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34480.226562 Penalty: 581.511902
	Iteration 15Q: 3 clusters Score -34480.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34483.800781 Penalty: 581.511902
	Iteration 16Q: 3 clusters Score -34483.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34488.214844 Penalty: 581.511902
	Iteration 17Q: 3 clusters Score -34488.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34490.804688 Penalty: 581.511902
	Iteration 18Q: 3 clusters Score -34490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34493.144531 Penalty: 581.511902
	Iteration 19Q: 3 clusters Score -34493.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34494.351562 Penalty: 581.511902
	Iteration 20F: 3 clusters Score -34494.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34496.718750 Penalty: 581.511902
	Iteration 21Q: 3 clusters Score -34496.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34499.480469 Penalty: 581.511902
	Iteration 22Q: 3 clusters Score -34499.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34502.156250 Penalty: 581.511902
	Iteration 23Q: 3 clusters Score -34502.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34503.632812 Penalty: 581.511902
	Iteration 24Q: 3 clusters Score -34503.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34504.546875 Penalty: 581.511902
	Iteration 25Q: 3 clusters Score -34504.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34505.699219 Penalty: 581.511902
	Iteration 26Q: 3 clusters Score -34505.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34510.589844 Penalty: 581.511902
	Iteration 27Q: 3 clusters Score -34510.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34520.585938 Penalty: 581.511902
	Iteration 28Q: 3 clusters Score -34520.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34528.554688 Penalty: 581.511902
	Iteration 29Q: 3 clusters Score -34528.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34535.253906 Penalty: 581.511902
	Iteration 30Q: 3 clusters Score -34535.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34541.992188 Penalty: 581.511902
	Iteration 31Q: 3 clusters Score -34541.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34545.902344 Penalty: 581.511902
	Iteration 32Q: 3 clusters Score -34545.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34548.660156 Penalty: 581.511902
	Iteration 33Q: 3 clusters Score -34548.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34548.910156 Penalty: 581.511902
	Iteration 34Q: 3 clusters Score -34548.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34548.910156 Penalty: 581.511902
	Iteration 35F: 3 clusters Score -34548.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -5202.505859 Penalty: 246.229889
	Iteration 0F: 2 clusters Score -5202.506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4944.971191 Penalty: 492.459778
	Iteration 0F: 3 clusters Score -4944.971 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5075.436035 Penalty: 492.459778
	Iteration 1F: 3 clusters Score -5075.436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5108.471680 Penalty: 492.459778
	Iteration 2F: 3 clusters Score -5108.472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5133.958984 Penalty: 492.459778
	Iteration 3F: 3 clusters Score -5133.959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5159.022949 Penalty: 492.459778
	Iteration 4Q: 3 clusters Score -5159.023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5164.883301 Penalty: 492.459778
	Iteration 5Q: 3 clusters Score -5164.883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5168.833984 Penalty: 492.459778
	Iteration 6Q: 3 clusters Score -5168.834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5171.254395 Penalty: 492.459778
	Iteration 7Q: 3 clusters Score -5171.254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5171.254395 Penalty: 492.459778
	Iteration 8F: 3 clusters Score -5171.254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6973.398926 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6973.399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6726.711914 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6726.712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6803.637207 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6803.637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6822.612305 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6822.612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6823.931152 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -6823.931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6823.931152 Penalty: 448.380096
	Iteration 4F: 3 clusters Score -6823.931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -9513.394531 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -9513.395 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 94 members 
Entering Unmasked Estep 
Score: -9243.296875 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -9243.297 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9311.952148 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -9311.952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9336.693359 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -9336.693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9349.320312 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -9349.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9355.399414 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -9355.399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9363.082031 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -9363.082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9366.179688 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -9366.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9370.863281 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -9370.863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9370.863281 Penalty: 471.029633
	Iteration 8F: 3 clusters Score -9370.863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -4621.661621 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -4621.662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4433.314941 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -4433.315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4465.599121 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -4465.599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6108.183594 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6108.184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5875.674316 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -5875.674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5903.376465 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -5903.376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5909.371582 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -5909.372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5910.887207 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -5910.887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5911.056641 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -5911.057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5911.056641 Penalty: 442.945648
	Iteration 5F: 3 clusters Score -5911.057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -21626.523438 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -21626.52 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 178 members 
Entering Unmasked Estep 
Score: -21231.947266 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -21231.95 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21400.410156 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -21400.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21461.984375 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -21461.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21506.925781 Penalty: 542.216614
	Iteration 3F: 3 clusters Score -21506.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21526.083984 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -21526.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21532.015625 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -21532.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21550.205078 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -21550.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21557.513672 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -21557.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21558.949219 Penalty: 542.216614
	Iteration 8Q: 3 clusters Score -21558.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21558.949219 Penalty: 542.216614
	Iteration 9F: 3 clusters Score -21558.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -65517.316406 Penalty: 323.869751
	Iteration 0F: 2 clusters Score -65517.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -64602.894531 Penalty: 647.739502
	Iteration 0F: 3 clusters Score -64602.89 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -64987.117188 Penalty: 647.739502
	Iteration 1F: 3 clusters Score -64987.12 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -65116.449219 Penalty: 647.739502
	Iteration 2F: 3 clusters Score -65116.45 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -65189.835938 Penalty: 647.739502
	Iteration 3F: 3 clusters Score -65189.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -65247.507812 Penalty: 647.739502
	Iteration 4F: 3 clusters Score -65247.51 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -65278.164062 Penalty: 647.739502
	Iteration 5Q: 3 clusters Score -65278.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -65291.074219 Penalty: 647.739502
	Iteration 6Q: 3 clusters Score -65291.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -65296.218750 Penalty: 647.739502
	Iteration 7Q: 3 clusters Score -65296.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65300.609375 Penalty: 647.739502
	Iteration 8Q: 3 clusters Score -65300.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65306.515625 Penalty: 647.739502
	Iteration 9Q: 3 clusters Score -65306.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65309.089844 Penalty: 647.739502
	Iteration 10Q: 3 clusters Score -65309.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -65311.296875 Penalty: 647.739502
	Iteration 11Q: 3 clusters Score -65311.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65312.789062 Penalty: 647.739502
	Iteration 12Q: 3 clusters Score -65312.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -65314.230469 Penalty: 647.739502
	Iteration 13Q: 3 clusters Score -65314.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -65315.355469 Penalty: 647.739502
	Iteration 14Q: 3 clusters Score -65315.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -65316.589844 Penalty: 647.739502
	Iteration 15Q: 3 clusters Score -65316.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -65317.558594 Penalty: 647.739502
	Iteration 16Q: 3 clusters Score -65317.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -65317.648438 Penalty: 647.739502
	Iteration 17Q: 3 clusters Score -65317.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65317.675781 Penalty: 647.739502
	Iteration 18Q: 3 clusters Score -65317.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65317.675781 Penalty: 647.739502
	Iteration 19F: 3 clusters Score -65317.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -4674.947754 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -4674.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4469.632812 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -4469.633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4512.448242 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -4512.448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4522.972168 Penalty: 426.912689
	Iteration 2F: 3 clusters Score -4522.972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4524.631836 Penalty: 426.912689
	Iteration 3Q: 3 clusters Score -4524.632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4528.172363 Penalty: 426.912689
	Iteration 4Q: 3 clusters Score -4528.172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4529.633789 Penalty: 426.912689
	Iteration 5Q: 3 clusters Score -4529.634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4532.566895 Penalty: 426.912689
	Iteration 6Q: 3 clusters Score -4532.567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4532.566895 Penalty: 426.912689
	Iteration 7F: 3 clusters Score -4532.567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -8267.995117 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -8267.995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7943.194336 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -7943.194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8019.683594 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -8019.684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8040.250000 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -8040.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8043.968262 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -8043.968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8046.755371 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -8046.755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8047.516602 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -8047.517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8051.898926 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -8051.899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8056.587402 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -8056.587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8060.325684 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -8060.326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8073.575195 Penalty: 492.865143
	Iteration 9Q: 3 clusters Score -8073.575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8080.961426 Penalty: 492.865143
	Iteration 10Q: 3 clusters Score -8080.961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8083.739746 Penalty: 492.865143
	Iteration 11Q: 3 clusters Score -8083.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8084.757812 Penalty: 492.865143
	Iteration 12Q: 3 clusters Score -8084.758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8085.159668 Penalty: 492.865143
	Iteration 13Q: 3 clusters Score -8085.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8085.159668 Penalty: 492.865143
	Iteration 14F: 3 clusters Score -8085.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -29842.121094 Penalty: 293.280243
	Iteration 0F: 2 clusters Score -29842.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29264.310547 Penalty: 586.560486
	Iteration 0F: 3 clusters Score -29264.31 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29432.121094 Penalty: 586.560486
	Iteration 1F: 3 clusters Score -29432.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29466.960938 Penalty: 586.560486
	Iteration 2F: 3 clusters Score -29466.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29486.882812 Penalty: 586.560486
	Iteration 3Q: 3 clusters Score -29486.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29501.970703 Penalty: 586.560486
	Iteration 4Q: 3 clusters Score -29501.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29508.804688 Penalty: 586.560486
	Iteration 5Q: 3 clusters Score -29508.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29512.269531 Penalty: 586.560486
	Iteration 6Q: 3 clusters Score -29512.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29514.046875 Penalty: 586.560486
	Iteration 7Q: 3 clusters Score -29514.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -29516.773438 Penalty: 586.560486
	Iteration 8Q: 3 clusters Score -29516.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29518.765625 Penalty: 586.560486
	Iteration 9Q: 3 clusters Score -29518.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29521.361328 Penalty: 586.560486
	Iteration 10Q: 3 clusters Score -29521.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29523.220703 Penalty: 586.560486
	Iteration 11Q: 3 clusters Score -29523.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29523.332031 Penalty: 586.560486
	Iteration 12Q: 3 clusters Score -29523.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29523.722656 Penalty: 586.560486
	Iteration 13Q: 3 clusters Score -29523.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29523.917969 Penalty: 586.560486
	Iteration 14Q: 3 clusters Score -29523.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29523.917969 Penalty: 586.560486
	Iteration 15F: 3 clusters Score -29523.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12413.489258 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -12413.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12114.067383 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -12114.07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12238.880859 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -12238.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12287.858398 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -12287.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12352.096680 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -12352.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12386.831055 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -12386.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12405.123047 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -12405.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12407.352539 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -12407.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12410.557617 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -12410.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12412.812500 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -12412.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12415.660156 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -12415.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12419.958008 Penalty: 497.976624
	Iteration 10Q: 3 clusters Score -12419.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12423.919922 Penalty: 497.976624
	Iteration 11Q: 3 clusters Score -12423.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12457.168945 Penalty: 497.976624
	Iteration 12Q: 3 clusters Score -12457.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12486.018555 Penalty: 497.976624
	Iteration 13Q: 3 clusters Score -12486.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12516.401367 Penalty: 497.976624
	Iteration 14Q: 3 clusters Score -12516.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12542.523438 Penalty: 497.976624
	Iteration 15Q: 3 clusters Score -12542.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12559.482422 Penalty: 497.976624
	Iteration 16Q: 3 clusters Score -12559.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12562.525391 Penalty: 497.976624
	Iteration 17Q: 3 clusters Score -12562.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12567.199219 Penalty: 497.976624
	Iteration 18Q: 3 clusters Score -12567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12571.566406 Penalty: 497.976624
	Iteration 19Q: 3 clusters Score -12571.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12574.298828 Penalty: 497.976624
	Iteration 20F: 3 clusters Score -12574.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12577.717773 Penalty: 497.976624
	Iteration 21Q: 3 clusters Score -12577.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12577.717773 Penalty: 497.976624
	Iteration 22F: 3 clusters Score -12577.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 115 members 
Mstep: Class 47 contains 623 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 123 members 
Entering Unmasked Estep 
Score: -10140010.000000 Penalty: 33163.933594
Splitting cluster 46 changes total score from -10140149.000000 to -10140010.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -31879.728516 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -31879.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -31334.982422 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -31334.98 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31630.585938 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -31630.59 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -31794.712891 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -31794.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -31887.890625 Penalty: 585.543701
	Iteration 3F: 3 clusters Score -31887.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31930.123047 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -31930.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -31943.783203 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -31943.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31954.013672 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -31954.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31969.472656 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -31969.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31996.419922 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -31996.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32017.972656 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -32017.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32045.937500 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -32045.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32087.244141 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -32087.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32110.783203 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -32110.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32134.529297 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -32134.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32151.556641 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -32151.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32160.830078 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -32160.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32169.150391 Penalty: 585.543701
	Iteration 16Q: 3 clusters Score -32169.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32171.855469 Penalty: 585.543701
	Iteration 17Q: 3 clusters Score -32171.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32173.285156 Penalty: 585.543701
	Iteration 18Q: 3 clusters Score -32173.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32184.074219 Penalty: 585.543701
	Iteration 19Q: 3 clusters Score -32184.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32249.189453 Penalty: 585.543701
	Iteration 20F: 3 clusters Score -32249.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32289.916016 Penalty: 585.543701
	Iteration 21Q: 3 clusters Score -32289.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32296.136719 Penalty: 585.543701
	Iteration 22Q: 3 clusters Score -32296.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32296.136719 Penalty: 585.543701
	Iteration 23F: 3 clusters Score -32296.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 441 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 182 members 
Entering Unmasked Estep 
Score: -10140298.000000 Penalty: 33163.933594
Splitting cluster 47 changes total score from -10140149.000000 to -10140298.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 48 (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: -23913.816406 Penalty: 271.923950
	Iteration 0F: 2 clusters Score -23913.82 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: -23508.156250 Penalty: 543.847900
	Iteration 0F: 3 clusters Score -23508.16 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23676.056641 Penalty: 543.847900
	Iteration 1F: 3 clusters Score -23676.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23759.544922 Penalty: 543.847900
	Iteration 2F: 3 clusters Score -23759.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23798.458984 Penalty: 543.847900
	Iteration 3F: 3 clusters Score -23798.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23812.195312 Penalty: 543.847900
	Iteration 4Q: 3 clusters Score -23812.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23825.460938 Penalty: 543.847900
	Iteration 5Q: 3 clusters Score -23825.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23842.275391 Penalty: 543.847900
	Iteration 6Q: 3 clusters Score -23842.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23868.724609 Penalty: 543.847900
	Iteration 7Q: 3 clusters Score -23868.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23882.484375 Penalty: 543.847900
	Iteration 8Q: 3 clusters Score -23882.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23892.269531 Penalty: 543.847900
	Iteration 9Q: 3 clusters Score -23892.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23893.371094 Penalty: 543.847900
	Iteration 10Q: 3 clusters Score -23893.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23893.371094 Penalty: 543.847900
	Iteration 11F: 3 clusters Score -23893.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12317.038086 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12317.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11996.089844 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -11996.09 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12129.424805 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12129.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12196.227539 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -12196.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12303.058594 Penalty: 503.538452
	Iteration 3F: 3 clusters Score -12303.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12373.293945 Penalty: 503.538452
	Iteration 4F: 3 clusters Score -12373.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12391.882812 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -12391.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12408.966797 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -12408.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12412.226562 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -12412.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12412.226562 Penalty: 503.538452
	Iteration 8F: 3 clusters Score -12412.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 441 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 182 members 
Mstep: Class 61 contains 159 members 
Entering Unmasked Estep 
Score: -10140095.000000 Penalty: 33716.667969
Splitting cluster 49 changes total score from -10140149.000000 to -10140095.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -11097.710938 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -11097.71 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 106 members 
Entering Unmasked Estep 
Score: -10807.807617 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -10807.81 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10881.907227 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10881.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10908.263672 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -10908.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10935.416016 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -10935.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10954.535156 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -10954.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10997.248047 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -10997.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11020.986328 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -11020.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11031.707031 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -11031.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11041.696289 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -11041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11046.753906 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -11046.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11054.355469 Penalty: 480.771515
	Iteration 10Q: 3 clusters Score -11054.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11054.355469 Penalty: 480.771515
	Iteration 11F: 3 clusters Score -11054.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6856.939453 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6856.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6617.537598 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -6617.538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6684.870117 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -6684.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6707.355957 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -6707.356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6725.566895 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -6725.567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6727.299805 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -6727.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6727.299805 Penalty: 440.821045
	Iteration 5F: 3 clusters Score -6727.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -18747.855469 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -18747.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18361.671875 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -18361.67 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18504.595703 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -18504.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18558.552734 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -18558.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18573.691406 Penalty: 534.873962
	Iteration 3Q: 3 clusters Score -18573.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18583.080078 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -18583.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18592.810547 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -18592.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18602.052734 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -18602.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18611.335938 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -18611.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18621.029297 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -18621.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18623.132812 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -18623.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18624.908203 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -18624.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18627.320312 Penalty: 534.873962
	Iteration 11Q: 3 clusters Score -18627.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18627.669922 Penalty: 534.873962
	Iteration 12Q: 3 clusters Score -18627.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18628.576172 Penalty: 534.873962
	Iteration 13Q: 3 clusters Score -18628.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18628.833984 Penalty: 534.873962
	Iteration 14Q: 3 clusters Score -18628.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18628.833984 Penalty: 534.873962
	Iteration 15F: 3 clusters Score -18628.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -9080.443359 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -9080.443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8812.737305 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -8812.737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8853.374023 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -8853.374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8865.412109 Penalty: 460.696136
	Iteration 2Q: 3 clusters Score -8865.412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8871.454102 Penalty: 460.696136
	Iteration 3Q: 3 clusters Score -8871.454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8871.454102 Penalty: 460.696136
	Iteration 4F: 3 clusters Score -8871.454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -111759.117188 Penalty: 348.855682
	Iteration 0F: 2 clusters Score -111759.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -110211.804688 Penalty: 697.711365
	Iteration 0F: 3 clusters Score -110211.8 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -110752.437500 Penalty: 697.711365
	Iteration 1F: 3 clusters Score -110752.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -110869.187500 Penalty: 697.711365
	Iteration 2F: 3 clusters Score -110869.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -110965.007812 Penalty: 697.711365
	Iteration 3F: 3 clusters Score -110965 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -111056.414062 Penalty: 697.711365
	Iteration 4F: 3 clusters Score -111056.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -111143.031250 Penalty: 697.711365
	Iteration 5F: 3 clusters Score -111143 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -111218.578125 Penalty: 697.711365
	Iteration 6Q: 3 clusters Score -111218.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -111277.695312 Penalty: 697.711365
	Iteration 7Q: 3 clusters Score -111277.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -111321.539062 Penalty: 697.711365
	Iteration 8Q: 3 clusters Score -111321.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -111352.335938 Penalty: 697.711365
	Iteration 9Q: 3 clusters Score -111352.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -111374.109375 Penalty: 697.711365
	Iteration 10Q: 3 clusters Score -111374.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -111391.507812 Penalty: 697.711365
	Iteration 11Q: 3 clusters Score -111391.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -111412.492188 Penalty: 697.711365
	Iteration 12Q: 3 clusters Score -111412.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -111441.867188 Penalty: 697.711365
	Iteration 13Q: 3 clusters Score -111441.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -111481.773438 Penalty: 697.711365
	Iteration 14Q: 3 clusters Score -111481.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -111556.117188 Penalty: 697.711365
	Iteration 15Q: 3 clusters Score -111556.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -111609.562500 Penalty: 697.711365
	Iteration 16Q: 3 clusters Score -111609.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -111630.085938 Penalty: 697.711365
	Iteration 17Q: 3 clusters Score -111630.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -111644.406250 Penalty: 697.711365
	Iteration 18Q: 3 clusters Score -111644.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -111655.679688 Penalty: 697.711365
	Iteration 19Q: 3 clusters Score -111655.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -111659.335938 Penalty: 697.711365
	Iteration 20F: 3 clusters Score -111659.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -111661.093750 Penalty: 697.711365
	Iteration 21Q: 3 clusters Score -111661.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -111665.031250 Penalty: 697.711365
	Iteration 22Q: 3 clusters Score -111665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -111667.617188 Penalty: 697.711365
	Iteration 23Q: 3 clusters Score -111667.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -111669.726562 Penalty: 697.711365
	Iteration 24Q: 3 clusters Score -111669.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -111670.742188 Penalty: 697.711365
	Iteration 25Q: 3 clusters Score -111670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -111672.601562 Penalty: 697.711365
	Iteration 26Q: 3 clusters Score -111672.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -111673.609375 Penalty: 697.711365
	Iteration 27Q: 3 clusters Score -111673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -111673.890625 Penalty: 697.711365
	Iteration 28Q: 3 clusters Score -111673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -111674.375000 Penalty: 697.711365
	Iteration 29Q: 3 clusters Score -111674.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -111674.375000 Penalty: 697.711365
	Iteration 30F: 3 clusters Score -111674.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -18570.652344 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -18570.65 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 210 members 
Entering Unmasked Estep 
Score: -18170.537109 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -18170.54 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18443.103516 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -18443.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18551.220703 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -18551.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18595.708984 Penalty: 546.128723
	Iteration 3F: 3 clusters Score -18595.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18619.212891 Penalty: 546.128723
	Iteration 4Q: 3 clusters Score -18619.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18636.431641 Penalty: 546.128723
	Iteration 5Q: 3 clusters Score -18636.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18641.298828 Penalty: 546.128723
	Iteration 6Q: 3 clusters Score -18641.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18645.908203 Penalty: 546.128723
	Iteration 7Q: 3 clusters Score -18645.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18647.861328 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -18647.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18650.988281 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -18650.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18652.767578 Penalty: 546.128723
	Iteration 10Q: 3 clusters Score -18652.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18653.585938 Penalty: 546.128723
	Iteration 11Q: 3 clusters Score -18653.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18653.781250 Penalty: 546.128723
	Iteration 12Q: 3 clusters Score -18653.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18653.781250 Penalty: 546.128723
	Iteration 13F: 3 clusters Score -18653.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 441 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 223 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 182 members 
Mstep: Class 61 contains 181 members 
Entering Unmasked Estep 
Score: -10140096.000000 Penalty: 33716.667969
Splitting cluster 55 changes total score from -10140149.000000 to -10140096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (86 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Entering Unmasked Estep 
Score: -4036.847656 Penalty: 202.672791
	Iteration 0F: 2 clusters Score -4036.848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3845.715820 Penalty: 405.345581
	Iteration 0F: 3 clusters Score -3845.716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3869.767822 Penalty: 405.345581
	Iteration 1F: 3 clusters Score -3869.768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3880.323242 Penalty: 405.345581
	Iteration 2Q: 3 clusters Score -3880.323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3885.349121 Penalty: 405.345581
	Iteration 3Q: 3 clusters Score -3885.349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3885.349121 Penalty: 405.345581
	Iteration 4F: 3 clusters Score -3885.349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -18299.169922 Penalty: 264.133636
	Iteration 0F: 2 clusters Score -18299.17 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 168 members 
Entering Unmasked Estep 
Score: -17930.375000 Penalty: 528.267273
	Iteration 0F: 3 clusters Score -17930.38 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18067.193359 Penalty: 528.267273
	Iteration 1F: 3 clusters Score -18067.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18114.818359 Penalty: 528.267273
	Iteration 2F: 3 clusters Score -18114.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18146.322266 Penalty: 528.267273
	Iteration 3Q: 3 clusters Score -18146.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18161.593750 Penalty: 528.267273
	Iteration 4Q: 3 clusters Score -18161.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18181.195312 Penalty: 528.267273
	Iteration 5Q: 3 clusters Score -18181.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18189.291016 Penalty: 528.267273
	Iteration 6Q: 3 clusters Score -18189.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18196.865234 Penalty: 528.267273
	Iteration 7Q: 3 clusters Score -18196.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18203.949219 Penalty: 528.267273
	Iteration 8Q: 3 clusters Score -18203.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18219.355469 Penalty: 528.267273
	Iteration 9Q: 3 clusters Score -18219.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18246.960938 Penalty: 528.267273
	Iteration 10Q: 3 clusters Score -18246.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18274.792969 Penalty: 528.267273
	Iteration 11Q: 3 clusters Score -18274.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18277.904297 Penalty: 528.267273
	Iteration 12Q: 3 clusters Score -18277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18278.916016 Penalty: 528.267273
	Iteration 13Q: 3 clusters Score -18278.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18279.746094 Penalty: 528.267273
	Iteration 14Q: 3 clusters Score -18279.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18279.746094 Penalty: 528.267273
	Iteration 15F: 3 clusters Score -18279.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -18214.972656 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -18214.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17843.189453 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -17843.19 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17960.042969 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -17960.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18010.355469 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -18010.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18029.691406 Penalty: 523.484131
	Iteration 3Q: 3 clusters Score -18029.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18040.501953 Penalty: 523.484131
	Iteration 4Q: 3 clusters Score -18040.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18054.318359 Penalty: 523.484131
	Iteration 5Q: 3 clusters Score -18054.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18066.800781 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -18066.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18092.378906 Penalty: 523.484131
	Iteration 7Q: 3 clusters Score -18092.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18105.667969 Penalty: 523.484131
	Iteration 8Q: 3 clusters Score -18105.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18123.511719 Penalty: 523.484131
	Iteration 9Q: 3 clusters Score -18123.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18142.238281 Penalty: 523.484131
	Iteration 10Q: 3 clusters Score -18142.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18144.457031 Penalty: 523.484131
	Iteration 11Q: 3 clusters Score -18144.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18146.072266 Penalty: 523.484131
	Iteration 12Q: 3 clusters Score -18146.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18146.072266 Penalty: 523.484131
	Iteration 13F: 3 clusters Score -18146.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -4858.268066 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -4858.268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4657.206543 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -4657.207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4705.514160 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -4705.514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4716.807129 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -4716.807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4727.022949 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -4727.023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4727.022949 Penalty: 432.576691
	Iteration 4F: 3 clusters Score -4727.023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 760 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 441 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140357.000000 Penalty: 33163.933594
Iteration 149F: 61 clusters Score -1.014036e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6294 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 510 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 458 members 
Mstep: Class 32 contains 755 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 565 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 433 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 399 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140422.000000 Penalty: 33163.933594
Iteration 150Q: 61 clusters Score -1.014042e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6298 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 750 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 436 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140459.000000 Penalty: 33163.933594
Iteration 151Q: 61 clusters Score -1.014046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6299 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 512 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 750 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 435 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 394 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140516.000000 Penalty: 33163.933594
Iteration 152Q: 61 clusters Score -1.014052e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6300 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 750 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 387 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 435 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140541.000000 Penalty: 33163.933594
Iteration 153Q: 61 clusters Score -1.014054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6300 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1349 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 750 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 386 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 437 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 383 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140589.000000 Penalty: 33163.933594
Iteration 154Q: 61 clusters Score -1.014059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6299 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1349 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 514 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 749 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 384 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 438 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 379 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140586.000000 Penalty: 33163.933594
Iteration 155Q: 61 clusters Score -1.014059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 458 members 
Mstep: Class 32 contains 750 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 438 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 377 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140599.000000 Penalty: 33163.933594
Iteration 156Q: 61 clusters Score -1.01406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 516 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 751 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 437 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 378 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140608.000000 Penalty: 33163.933594
Iteration 157Q: 61 clusters Score -1.014061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6300 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 519 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 683 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 751 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 435 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 375 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140597.000000 Penalty: 33163.933594
Iteration 158Q: 61 clusters Score -1.01406e+07 nChanged 4
Entering ConstructFrom: 
Score: -10140597.000000 Penalty: 33163.933594
Entering ConstructFrom: 
Trying to split cluster 1 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -25545.738281 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -25545.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25084.734375 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -25084.73 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25299.498047 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -25299.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25448.742188 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -25448.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25640.492188 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -25640.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25705.080078 Penalty: 562.003906
	Iteration 4F: 3 clusters Score -25705.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25718.767578 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -25718.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25729.564453 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -25729.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25736.384766 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -25736.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25739.482422 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -25739.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25741.478516 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -25741.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25741.478516 Penalty: 562.003906
	Iteration 10F: 3 clusters Score -25741.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 520 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 751 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 435 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 374 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 195 members 
Mstep: Class 61 contains 131 members 
Entering Unmasked Estep 
Score: -10140544.000000 Penalty: 33716.667969
Splitting cluster 1 changes total score from -10140597.000000 to -10140544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -328424.312500 Penalty: 398.069550
	Iteration 0F: 2 clusters Score -328424.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -324198.468750 Penalty: 796.139099
	Iteration 0F: 3 clusters Score -324198.5 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -325985.593750 Penalty: 796.139099
	Iteration 1F: 3 clusters Score -325985.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -326252.187500 Penalty: 796.139099
	Iteration 2F: 3 clusters Score -326252.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -326492.500000 Penalty: 796.139099
	Iteration 3F: 3 clusters Score -326492.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -326736.750000 Penalty: 796.139099
	Iteration 4F: 3 clusters Score -326736.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -326971.656250 Penalty: 796.139099
	Iteration 5Q: 3 clusters Score -326971.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -327184.687500 Penalty: 796.139099
	Iteration 6Q: 3 clusters Score -327184.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -327383.218750 Penalty: 796.139099
	Iteration 7Q: 3 clusters Score -327383.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -327560.781250 Penalty: 796.139099
	Iteration 8Q: 3 clusters Score -327560.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -327682.218750 Penalty: 796.139099
	Iteration 9Q: 3 clusters Score -327682.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -327769.937500 Penalty: 796.139099
	Iteration 10Q: 3 clusters Score -327769.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -327839.031250 Penalty: 796.139099
	Iteration 11Q: 3 clusters Score -327839 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -327890.875000 Penalty: 796.139099
	Iteration 12Q: 3 clusters Score -327890.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -327933.062500 Penalty: 796.139099
	Iteration 13Q: 3 clusters Score -327933.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -327976.125000 Penalty: 796.139099
	Iteration 14Q: 3 clusters Score -327976.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -328011.062500 Penalty: 796.139099
	Iteration 15Q: 3 clusters Score -328011.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -328039.125000 Penalty: 796.139099
	Iteration 16Q: 3 clusters Score -328039.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -328074.312500 Penalty: 796.139099
	Iteration 17Q: 3 clusters Score -328074.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -328110.625000 Penalty: 796.139099
	Iteration 18Q: 3 clusters Score -328110.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -328142.500000 Penalty: 796.139099
	Iteration 19Q: 3 clusters Score -328142.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -328171.937500 Penalty: 796.139099
	Iteration 20F: 3 clusters Score -328171.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -328200.031250 Penalty: 796.139099
	Iteration 21Q: 3 clusters Score -328200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -328223.843750 Penalty: 796.139099
	Iteration 22Q: 3 clusters Score -328223.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -328232.906250 Penalty: 796.139099
	Iteration 23Q: 3 clusters Score -328232.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -328236.343750 Penalty: 796.139099
	Iteration 24Q: 3 clusters Score -328236.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -328242.375000 Penalty: 796.139099
	Iteration 25Q: 3 clusters Score -328242.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -328248.437500 Penalty: 796.139099
	Iteration 26Q: 3 clusters Score -328248.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -328256.250000 Penalty: 796.139099
	Iteration 27Q: 3 clusters Score -328256.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -328264.312500 Penalty: 796.139099
	Iteration 28Q: 3 clusters Score -328264.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -328270.687500 Penalty: 796.139099
	Iteration 29Q: 3 clusters Score -328270.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -328275.125000 Penalty: 796.139099
	Iteration 30Q: 3 clusters Score -328275.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -328277.281250 Penalty: 796.139099
	Iteration 31Q: 3 clusters Score -328277.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -328278.968750 Penalty: 796.139099
	Iteration 32Q: 3 clusters Score -328279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -328280.031250 Penalty: 796.139099
	Iteration 33Q: 3 clusters Score -328280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -328280.031250 Penalty: 796.139099
	Iteration 34F: 3 clusters Score -328280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -23793.107422 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -23793.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23304.953125 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -23304.95 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23532.941406 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -23532.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23649.707031 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -23649.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23719.013672 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -23719.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23747.126953 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -23747.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23763.474609 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -23763.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23777.136719 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -23777.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23791.347656 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -23791.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23800.058594 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -23800.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -23801.326172 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -23801.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -23801.326172 Penalty: 561.434570
	Iteration 10F: 3 clusters Score -23801.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 207 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 520 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 751 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 435 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 374 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 195 members 
Mstep: Class 61 contains 271 members 
Entering Unmasked Estep 
Score: -10140357.000000 Penalty: 33716.667969
Splitting cluster 3 changes total score from -10140597.000000 to -10140357.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -72030.687500 Penalty: 327.957642
	Iteration 0F: 2 clusters Score -72030.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -71029.710938 Penalty: 655.915283
	Iteration 0F: 3 clusters Score -71029.71 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -71490.960938 Penalty: 655.915283
	Iteration 1F: 3 clusters Score -71490.96 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -71656.687500 Penalty: 655.915283
	Iteration 2F: 3 clusters Score -71656.69 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -71783.500000 Penalty: 655.915283
	Iteration 3F: 3 clusters Score -71783.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -71848.117188 Penalty: 655.915283
	Iteration 4F: 3 clusters Score -71848.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -71895.195312 Penalty: 655.915283
	Iteration 5Q: 3 clusters Score -71895.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -71946.617188 Penalty: 655.915283
	Iteration 6Q: 3 clusters Score -71946.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -71991.539062 Penalty: 655.915283
	Iteration 7Q: 3 clusters Score -71991.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -72031.750000 Penalty: 655.915283
	Iteration 8Q: 3 clusters Score -72031.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -72055.195312 Penalty: 655.915283
	Iteration 9Q: 3 clusters Score -72055.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -72073.289062 Penalty: 655.915283
	Iteration 10Q: 3 clusters Score -72073.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -72084.695312 Penalty: 655.915283
	Iteration 11Q: 3 clusters Score -72084.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72092.265625 Penalty: 655.915283
	Iteration 12Q: 3 clusters Score -72092.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72100.617188 Penalty: 655.915283
	Iteration 13Q: 3 clusters Score -72100.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -72110.320312 Penalty: 655.915283
	Iteration 14Q: 3 clusters Score -72110.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72116.242188 Penalty: 655.915283
	Iteration 15Q: 3 clusters Score -72116.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72120.445312 Penalty: 655.915283
	Iteration 16Q: 3 clusters Score -72120.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72124.757812 Penalty: 655.915283
	Iteration 17Q: 3 clusters Score -72124.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72126.757812 Penalty: 655.915283
	Iteration 18Q: 3 clusters Score -72126.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72127.718750 Penalty: 655.915283
	Iteration 19Q: 3 clusters Score -72127.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -72128.132812 Penalty: 655.915283
	Iteration 20F: 3 clusters Score -72128.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72129.062500 Penalty: 655.915283
	Iteration 21Q: 3 clusters Score -72129.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -72129.921875 Penalty: 655.915283
	Iteration 22Q: 3 clusters Score -72129.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -72129.921875 Penalty: 655.915283
	Iteration 23F: 3 clusters Score -72129.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 996 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 520 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 751 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 435 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 374 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 195 members 
Mstep: Class 61 contains 354 members 
Entering Unmasked Estep 
Score: -10140486.000000 Penalty: 33716.667969
Splitting cluster 4 changes total score from -10140597.000000 to -10140486.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7319.552734 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7319.553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7078.159180 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -7078.159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7134.244629 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -7134.245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7162.213379 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -7162.213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7175.652832 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -7175.653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7175.652832 Penalty: 442.945648
	Iteration 4F: 3 clusters Score -7175.653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Entering Unmasked Estep 
Score: -590421.312500 Penalty: 420.512512
	Iteration 0F: 2 clusters Score -590421.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -583664.937500 Penalty: 841.025024
	Iteration 0F: 3 clusters Score -583664.9 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -586502.687500 Penalty: 841.025024
	Iteration 1F: 3 clusters Score -586502.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -586787.500000 Penalty: 841.025024
	Iteration 2F: 3 clusters Score -586787.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -587169.125000 Penalty: 841.025024
	Iteration 3F: 3 clusters Score -587169.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -587766.812500 Penalty: 841.025024
	Iteration 4F: 3 clusters Score -587766.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -588403.437500 Penalty: 841.025024
	Iteration 5F: 3 clusters Score -588403.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -588873.375000 Penalty: 841.025024
	Iteration 6F: 3 clusters Score -588873.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -589152.875000 Penalty: 841.025024
	Iteration 7Q: 3 clusters Score -589152.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -589336.437500 Penalty: 841.025024
	Iteration 8Q: 3 clusters Score -589336.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -589473.875000 Penalty: 841.025024
	Iteration 9Q: 3 clusters Score -589473.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -589607.625000 Penalty: 841.025024
	Iteration 10Q: 3 clusters Score -589607.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -589749.875000 Penalty: 841.025024
	Iteration 11Q: 3 clusters Score -589749.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -589884.125000 Penalty: 841.025024
	Iteration 12Q: 3 clusters Score -589884.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -590019.125000 Penalty: 841.025024
	Iteration 13Q: 3 clusters Score -590019.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -590148.000000 Penalty: 841.025024
	Iteration 14Q: 3 clusters Score -590148 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -590237.062500 Penalty: 841.025024
	Iteration 15Q: 3 clusters Score -590237.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -590281.875000 Penalty: 841.025024
	Iteration 16Q: 3 clusters Score -590281.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -590310.812500 Penalty: 841.025024
	Iteration 17Q: 3 clusters Score -590310.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -590326.625000 Penalty: 841.025024
	Iteration 18Q: 3 clusters Score -590326.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -590333.000000 Penalty: 841.025024
	Iteration 19Q: 3 clusters Score -590333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -590341.687500 Penalty: 841.025024
	Iteration 20F: 3 clusters Score -590341.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -590346.437500 Penalty: 841.025024
	Iteration 21Q: 3 clusters Score -590346.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -590349.625000 Penalty: 841.025024
	Iteration 22Q: 3 clusters Score -590349.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -590353.187500 Penalty: 841.025024
	Iteration 23Q: 3 clusters Score -590353.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -590356.687500 Penalty: 841.025024
	Iteration 24Q: 3 clusters Score -590356.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -590360.500000 Penalty: 841.025024
	Iteration 25Q: 3 clusters Score -590360.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -590363.437500 Penalty: 841.025024
	Iteration 26Q: 3 clusters Score -590363.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -590363.625000 Penalty: 841.025024
	Iteration 27Q: 3 clusters Score -590363.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -590365.437500 Penalty: 841.025024
	Iteration 28Q: 3 clusters Score -590365.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -590367.812500 Penalty: 841.025024
	Iteration 29Q: 3 clusters Score -590367.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -590369.750000 Penalty: 841.025024
	Iteration 30Q: 3 clusters Score -590369.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -590370.437500 Penalty: 841.025024
	Iteration 31Q: 3 clusters Score -590370.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -590370.875000 Penalty: 841.025024
	Iteration 32Q: 3 clusters Score -590370.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -590372.062500 Penalty: 841.025024
	Iteration 33Q: 3 clusters Score -590372.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -590372.125000 Penalty: 841.025024
	Iteration 34Q: 3 clusters Score -590372.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -590373.625000 Penalty: 841.025024
	Iteration 35Q: 3 clusters Score -590373.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -590374.125000 Penalty: 841.025024
	Iteration 36Q: 3 clusters Score -590374.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -590374.250000 Penalty: 841.025024
	Iteration 37Q: 3 clusters Score -590374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -590374.375000 Penalty: 841.025024
	Iteration 38Q: 3 clusters Score -590374.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -590373.562500 Penalty: 841.025024
	Iteration 39Q: 3 clusters Score -590373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -590373.562500 Penalty: 841.025024
	Iteration 40F: 3 clusters Score -590373.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -4094.162109 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -4094.162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -3818.709717 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -3818.71 nChanged 55
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: -3900.180176 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -3900.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -3933.291504 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -3933.292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3937.162598 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -3937.163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3939.587891 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -3939.588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3942.324707 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -3942.325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3952.738525 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -3952.739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3967.276367 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -3967.276 nChanged 5
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: -3976.309814 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -3976.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -3984.075195 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -3984.075 nChanged 3
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: -3987.654053 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -3987.654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -3989.399170 Penalty: 483.501770
	Iteration 11Q: 3 clusters Score -3989.399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4005.704346 Penalty: 483.501770
	Iteration 12Q: 3 clusters Score -4005.704 nChanged 3
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: -4007.745850 Penalty: 483.501770
	Iteration 13Q: 3 clusters Score -4007.746 nChanged 3
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: -4013.580811 Penalty: 483.501770
	Iteration 14Q: 3 clusters Score -4013.581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4030.149170 Penalty: 483.501770
	Iteration 15Q: 3 clusters Score -4030.149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4044.305908 Penalty: 483.501770
	Iteration 16Q: 3 clusters Score -4044.306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4045.027344 Penalty: 483.501770
	Iteration 17F: 3 clusters Score -4045.027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4054.100586 Penalty: 483.501770
	Iteration 18Q: 3 clusters Score -4054.101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4057.439697 Penalty: 483.501770
	Iteration 19Q: 3 clusters Score -4057.44 nChanged 1
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: -4059.514160 Penalty: 483.501770
	Iteration 20F: 3 clusters Score -4059.514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5248.609375 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5248.609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5043.868652 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -5043.869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5095.821289 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -5095.821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5101.304688 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -5101.305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5102.309570 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -5102.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5103.447754 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -5103.448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5103.447754 Penalty: 421.760345
	Iteration 5F: 3 clusters Score -5103.448 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: -9563.967773 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9563.968 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 95 members 
Entering Unmasked Estep 
Score: -9276.259766 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9276.26 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9350.965820 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9350.966 nChanged 18
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: -9377.861328 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -9377.861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9394.640625 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -9394.641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9403.927734 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9403.928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9406.351562 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9406.352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9406.922852 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -9406.923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9406.922852 Penalty: 478.432068
	Iteration 7F: 3 clusters Score -9406.923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -12372.824219 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -12372.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12063.688477 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -12063.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12177.106445 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -12177.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12220.665039 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -12220.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12252.950195 Penalty: 500.242279
	Iteration 3F: 3 clusters Score -12252.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12272.309570 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -12272.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12285.740234 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -12285.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12313.473633 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -12313.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12339.711914 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -12339.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12345.885742 Penalty: 500.242279
	Iteration 8Q: 3 clusters Score -12345.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12347.857422 Penalty: 500.242279
	Iteration 9Q: 3 clusters Score -12347.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12349.804688 Penalty: 500.242279
	Iteration 10Q: 3 clusters Score -12349.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12352.049805 Penalty: 500.242279
	Iteration 11Q: 3 clusters Score -12352.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12353.951172 Penalty: 500.242279
	Iteration 12Q: 3 clusters Score -12353.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12353.951172 Penalty: 500.242279
	Iteration 13F: 3 clusters Score -12353.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (69 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Entering Unmasked Estep 
Score: -3904.745117 Penalty: 192.651840
	Iteration 0F: 2 clusters Score -3904.745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3743.258789 Penalty: 385.303680
	Iteration 0F: 3 clusters Score -3743.259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3767.963135 Penalty: 385.303680
	Iteration 1F: 3 clusters Score -3767.963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3774.231934 Penalty: 385.303680
	Iteration 2Q: 3 clusters Score -3774.232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3776.463867 Penalty: 385.303680
	Iteration 3Q: 3 clusters Score -3776.464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3776.463867 Penalty: 385.303680
	Iteration 4F: 3 clusters Score -3776.464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -4289.971680 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -4289.972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4085.892578 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -4085.893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4130.100098 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -4130.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4156.998535 Penalty: 419.975952
	Iteration 2Q: 3 clusters Score -4156.999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4163.821289 Penalty: 419.975952
	Iteration 3Q: 3 clusters Score -4163.821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4163.821289 Penalty: 419.975952
	Iteration 4F: 3 clusters Score -4163.821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -9673.357422 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -9673.357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9391.646484 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -9391.646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9469.001953 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -9469.002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9504.880859 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -9504.881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9525.066406 Penalty: 487.019104
	Iteration 3F: 3 clusters Score -9525.066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9536.528320 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -9536.528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9548.916992 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -9548.917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9551.283203 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -9551.283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9551.283203 Penalty: 487.019104
	Iteration 7F: 3 clusters Score -9551.283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Entering Unmasked Estep 
Score: -1839131.750000 Penalty: 475.248688
	Iteration 0F: 2 clusters Score -1839132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1816233.875000 Penalty: 950.497375
	Iteration 0F: 3 clusters Score -1816234 nChanged 16447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -1826309.375000 Penalty: 950.497375
	Iteration 1F: 3 clusters Score -1826309 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1826844.500000 Penalty: 950.497375
	Iteration 2Q: 3 clusters Score -1826844 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -1827478.750000 Penalty: 950.497375
	Iteration 3Q: 3 clusters Score -1827479 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -1828271.375000 Penalty: 950.497375
	Iteration 4F: 3 clusters Score -1828271 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -1829278.125000 Penalty: 950.497375
	Iteration 5F: 3 clusters Score -1829278 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -1830628.125000 Penalty: 950.497375
	Iteration 6F: 3 clusters Score -1830628 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -1832260.875000 Penalty: 950.497375
	Iteration 7F: 3 clusters Score -1832261 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -1833756.875000 Penalty: 950.497375
	Iteration 8Q: 3 clusters Score -1833757 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -1834840.000000 Penalty: 950.497375
	Iteration 9Q: 3 clusters Score -1834840 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -1835510.625000 Penalty: 950.497375
	Iteration 10Q: 3 clusters Score -1835511 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -1835943.250000 Penalty: 950.497375
	Iteration 11Q: 3 clusters Score -1835943 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -1836317.125000 Penalty: 950.497375
	Iteration 12Q: 3 clusters Score -1836317 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -1836661.625000 Penalty: 950.497375
	Iteration 13Q: 3 clusters Score -1836662 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -1836981.625000 Penalty: 950.497375
	Iteration 14Q: 3 clusters Score -1836982 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -1837308.500000 Penalty: 950.497375
	Iteration 15Q: 3 clusters Score -1837308 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -1837602.875000 Penalty: 950.497375
	Iteration 16Q: 3 clusters Score -1837603 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -1837867.875000 Penalty: 950.497375
	Iteration 17Q: 3 clusters Score -1837868 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -1838085.250000 Penalty: 950.497375
	Iteration 18Q: 3 clusters Score -1838085 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -1838266.750000 Penalty: 950.497375
	Iteration 19Q: 3 clusters Score -1838267 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -1838408.250000 Penalty: 950.497375
	Iteration 20F: 3 clusters Score -1838408 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -1838495.375000 Penalty: 950.497375
	Iteration 21Q: 3 clusters Score -1838495 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -1838560.500000 Penalty: 950.497375
	Iteration 22Q: 3 clusters Score -1838560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -1838601.750000 Penalty: 950.497375
	Iteration 23Q: 3 clusters Score -1838602 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -1838642.875000 Penalty: 950.497375
	Iteration 24Q: 3 clusters Score -1838643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -1838664.875000 Penalty: 950.497375
	Iteration 25Q: 3 clusters Score -1838665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -1838683.000000 Penalty: 950.497375
	Iteration 26Q: 3 clusters Score -1838683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -1838694.250000 Penalty: 950.497375
	Iteration 27Q: 3 clusters Score -1838694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -1838704.625000 Penalty: 950.497375
	Iteration 28Q: 3 clusters Score -1838705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -1838711.125000 Penalty: 950.497375
	Iteration 29Q: 3 clusters Score -1838711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -1838720.875000 Penalty: 950.497375
	Iteration 30Q: 3 clusters Score -1838721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -1838734.250000 Penalty: 950.497375
	Iteration 31Q: 3 clusters Score -1838734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -1838743.500000 Penalty: 950.497375
	Iteration 32Q: 3 clusters Score -1838744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -1838746.375000 Penalty: 950.497375
	Iteration 33Q: 3 clusters Score -1838746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -1838749.875000 Penalty: 950.497375
	Iteration 34Q: 3 clusters Score -1838750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -1838753.500000 Penalty: 950.497375
	Iteration 35Q: 3 clusters Score -1838754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -1838756.000000 Penalty: 950.497375
	Iteration 36Q: 3 clusters Score -1838756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -1838757.875000 Penalty: 950.497375
	Iteration 37Q: 3 clusters Score -1838758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -1838758.625000 Penalty: 950.497375
	Iteration 38Q: 3 clusters Score -1838759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -1838759.000000 Penalty: 950.497375
	Iteration 39Q: 3 clusters Score -1838759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -1838760.500000 Penalty: 950.497375
	Iteration 40F: 3 clusters Score -1838760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -1838760.125000 Penalty: 950.497375
	Iteration 41Q: 3 clusters Score -1838760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -1838760.125000 Penalty: 950.497375
	Iteration 42F: 3 clusters Score -1838760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -181005.031250 Penalty: 365.884308
	Iteration 0F: 2 clusters Score -181005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -178852.390625 Penalty: 731.768616
	Iteration 0F: 3 clusters Score -178852.4 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -179568.375000 Penalty: 731.768616
	Iteration 1F: 3 clusters Score -179568.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -179662.437500 Penalty: 731.768616
	Iteration 2F: 3 clusters Score -179662.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -179737.625000 Penalty: 731.768616
	Iteration 3F: 3 clusters Score -179737.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -179790.593750 Penalty: 731.768616
	Iteration 4Q: 3 clusters Score -179790.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -179837.062500 Penalty: 731.768616
	Iteration 5Q: 3 clusters Score -179837.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -179890.437500 Penalty: 731.768616
	Iteration 6Q: 3 clusters Score -179890.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -179957.296875 Penalty: 731.768616
	Iteration 7Q: 3 clusters Score -179957.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -180037.703125 Penalty: 731.768616
	Iteration 8Q: 3 clusters Score -180037.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -180123.953125 Penalty: 731.768616
	Iteration 9Q: 3 clusters Score -180124 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -180215.843750 Penalty: 731.768616
	Iteration 10Q: 3 clusters Score -180215.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -180291.125000 Penalty: 731.768616
	Iteration 11Q: 3 clusters Score -180291.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -180349.750000 Penalty: 731.768616
	Iteration 12Q: 3 clusters Score -180349.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -180382.500000 Penalty: 731.768616
	Iteration 13Q: 3 clusters Score -180382.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -180401.765625 Penalty: 731.768616
	Iteration 14Q: 3 clusters Score -180401.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -180415.765625 Penalty: 731.768616
	Iteration 15Q: 3 clusters Score -180415.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -180428.734375 Penalty: 731.768616
	Iteration 16Q: 3 clusters Score -180428.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -180444.203125 Penalty: 731.768616
	Iteration 17Q: 3 clusters Score -180444.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -180459.500000 Penalty: 731.768616
	Iteration 18Q: 3 clusters Score -180459.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -180473.109375 Penalty: 731.768616
	Iteration 19Q: 3 clusters Score -180473.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -180484.515625 Penalty: 731.768616
	Iteration 20F: 3 clusters Score -180484.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -180493.234375 Penalty: 731.768616
	Iteration 21Q: 3 clusters Score -180493.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -180503.953125 Penalty: 731.768616
	Iteration 22Q: 3 clusters Score -180504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -180513.015625 Penalty: 731.768616
	Iteration 23Q: 3 clusters Score -180513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -180520.421875 Penalty: 731.768616
	Iteration 24Q: 3 clusters Score -180520.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -180528.390625 Penalty: 731.768616
	Iteration 25Q: 3 clusters Score -180528.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -180540.687500 Penalty: 731.768616
	Iteration 26Q: 3 clusters Score -180540.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -180552.890625 Penalty: 731.768616
	Iteration 27Q: 3 clusters Score -180552.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -180564.328125 Penalty: 731.768616
	Iteration 28Q: 3 clusters Score -180564.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -180578.078125 Penalty: 731.768616
	Iteration 29Q: 3 clusters Score -180578.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -180590.546875 Penalty: 731.768616
	Iteration 30Q: 3 clusters Score -180590.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -180598.937500 Penalty: 731.768616
	Iteration 31Q: 3 clusters Score -180598.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -180604.718750 Penalty: 731.768616
	Iteration 32Q: 3 clusters Score -180604.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -180611.187500 Penalty: 731.768616
	Iteration 33Q: 3 clusters Score -180611.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -180618.703125 Penalty: 731.768616
	Iteration 34Q: 3 clusters Score -180618.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -180624.703125 Penalty: 731.768616
	Iteration 35Q: 3 clusters Score -180624.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -180629.546875 Penalty: 731.768616
	Iteration 36Q: 3 clusters Score -180629.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -180631.796875 Penalty: 731.768616
	Iteration 37Q: 3 clusters Score -180631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -180632.687500 Penalty: 731.768616
	Iteration 38Q: 3 clusters Score -180632.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -180634.281250 Penalty: 731.768616
	Iteration 39Q: 3 clusters Score -180634.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -180635.218750 Penalty: 731.768616
	Iteration 40F: 3 clusters Score -180635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -180636.281250 Penalty: 731.768616
	Iteration 41Q: 3 clusters Score -180636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -180637.984375 Penalty: 731.768616
	Iteration 42Q: 3 clusters Score -180638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -180639.765625 Penalty: 731.768616
	Iteration 43Q: 3 clusters Score -180639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -180640.562500 Penalty: 731.768616
	Iteration 44Q: 3 clusters Score -180640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -180642.328125 Penalty: 731.768616
	Iteration 45Q: 3 clusters Score -180642.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -180643.125000 Penalty: 731.768616
	Iteration 46Q: 3 clusters Score -180643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -180644.109375 Penalty: 731.768616
	Iteration 47Q: 3 clusters Score -180644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -180644.125000 Penalty: 731.768616
	Iteration 48Q: 3 clusters Score -180644.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -180644.125000 Penalty: 731.768616
	Iteration 49F: 3 clusters Score -180644.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -24303.632812 Penalty: 279.560455
	Iteration 0F: 2 clusters Score -24303.63 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 252 members 
Entering Unmasked Estep 
Score: -23850.423828 Penalty: 559.120911
	Iteration 0F: 3 clusters Score -23850.42 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24073.421875 Penalty: 559.120911
	Iteration 1F: 3 clusters Score -24073.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24134.230469 Penalty: 559.120911
	Iteration 2F: 3 clusters Score -24134.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24162.558594 Penalty: 559.120911
	Iteration 3Q: 3 clusters Score -24162.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24183.191406 Penalty: 559.120911
	Iteration 4Q: 3 clusters Score -24183.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24219.900391 Penalty: 559.120911
	Iteration 5Q: 3 clusters Score -24219.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24259.837891 Penalty: 559.120911
	Iteration 6Q: 3 clusters Score -24259.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24277.082031 Penalty: 559.120911
	Iteration 7Q: 3 clusters Score -24277.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24283.134766 Penalty: 559.120911
	Iteration 8Q: 3 clusters Score -24283.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24284.501953 Penalty: 559.120911
	Iteration 9Q: 3 clusters Score -24284.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24284.851562 Penalty: 559.120911
	Iteration 10Q: 3 clusters Score -24284.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24285.533203 Penalty: 559.120911
	Iteration 11Q: 3 clusters Score -24285.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24287.298828 Penalty: 559.120911
	Iteration 12Q: 3 clusters Score -24287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24288.300781 Penalty: 559.120911
	Iteration 13Q: 3 clusters Score -24288.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24288.976562 Penalty: 559.120911
	Iteration 14Q: 3 clusters Score -24288.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24289.103516 Penalty: 559.120911
	Iteration 15Q: 3 clusters Score -24289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24289.591797 Penalty: 559.120911
	Iteration 16Q: 3 clusters Score -24289.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24290.802734 Penalty: 559.120911
	Iteration 17Q: 3 clusters Score -24290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24291.466797 Penalty: 559.120911
	Iteration 18Q: 3 clusters Score -24291.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24291.654297 Penalty: 559.120911
	Iteration 19Q: 3 clusters Score -24291.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24291.654297 Penalty: 559.120911
	Iteration 20F: 3 clusters Score -24291.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -44795.125000 Penalty: 306.639801
	Iteration 0F: 2 clusters Score -44795.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -44088.132812 Penalty: 613.279602
	Iteration 0F: 3 clusters Score -44088.13 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -44337.164062 Penalty: 613.279602
	Iteration 1F: 3 clusters Score -44337.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -44404.574219 Penalty: 613.279602
	Iteration 2F: 3 clusters Score -44404.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -44444.601562 Penalty: 613.279602
	Iteration 3F: 3 clusters Score -44444.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -44467.546875 Penalty: 613.279602
	Iteration 4Q: 3 clusters Score -44467.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -44477.089844 Penalty: 613.279602
	Iteration 5Q: 3 clusters Score -44477.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -44483.988281 Penalty: 613.279602
	Iteration 6Q: 3 clusters Score -44483.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -44491.214844 Penalty: 613.279602
	Iteration 7Q: 3 clusters Score -44491.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -44497.765625 Penalty: 613.279602
	Iteration 8Q: 3 clusters Score -44497.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -44503.113281 Penalty: 613.279602
	Iteration 9Q: 3 clusters Score -44503.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -44512.457031 Penalty: 613.279602
	Iteration 10Q: 3 clusters Score -44512.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -44526.835938 Penalty: 613.279602
	Iteration 11Q: 3 clusters Score -44526.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44553.886719 Penalty: 613.279602
	Iteration 12Q: 3 clusters Score -44553.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -44572.507812 Penalty: 613.279602
	Iteration 13Q: 3 clusters Score -44572.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -44582.628906 Penalty: 613.279602
	Iteration 14Q: 3 clusters Score -44582.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -44589.921875 Penalty: 613.279602
	Iteration 15Q: 3 clusters Score -44589.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -44595.023438 Penalty: 613.279602
	Iteration 16Q: 3 clusters Score -44595.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -44597.886719 Penalty: 613.279602
	Iteration 17Q: 3 clusters Score -44597.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -44601.703125 Penalty: 613.279602
	Iteration 18Q: 3 clusters Score -44601.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -44605.632812 Penalty: 613.279602
	Iteration 19Q: 3 clusters Score -44605.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -44608.601562 Penalty: 613.279602
	Iteration 20F: 3 clusters Score -44608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -44610.621094 Penalty: 613.279602
	Iteration 21Q: 3 clusters Score -44610.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -44614.601562 Penalty: 613.279602
	Iteration 22Q: 3 clusters Score -44614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -44615.292969 Penalty: 613.279602
	Iteration 23Q: 3 clusters Score -44615.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -44615.804688 Penalty: 613.279602
	Iteration 24Q: 3 clusters Score -44615.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -44617.382812 Penalty: 613.279602
	Iteration 25Q: 3 clusters Score -44617.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -44618.656250 Penalty: 613.279602
	Iteration 26Q: 3 clusters Score -44618.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -44619.363281 Penalty: 613.279602
	Iteration 27Q: 3 clusters Score -44619.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -44619.695312 Penalty: 613.279602
	Iteration 28Q: 3 clusters Score -44619.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -44619.824219 Penalty: 613.279602
	Iteration 29Q: 3 clusters Score -44619.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -44620.621094 Penalty: 613.279602
	Iteration 30Q: 3 clusters Score -44620.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -44620.914062 Penalty: 613.279602
	Iteration 31Q: 3 clusters Score -44620.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -44620.914062 Penalty: 613.279602
	Iteration 32F: 3 clusters Score -44620.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -16958.875000 Penalty: 287.513062
	Iteration 0F: 2 clusters Score -16958.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16445.505859 Penalty: 575.026123
	Iteration 0F: 3 clusters Score -16445.51 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -16655.841797 Penalty: 575.026123
	Iteration 1F: 3 clusters Score -16655.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -16740.115234 Penalty: 575.026123
	Iteration 2F: 3 clusters Score -16740.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -16781.291016 Penalty: 575.026123
	Iteration 3F: 3 clusters Score -16781.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -16801.894531 Penalty: 575.026123
	Iteration 4Q: 3 clusters Score -16801.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -16808.398438 Penalty: 575.026123
	Iteration 5Q: 3 clusters Score -16808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -16811.224609 Penalty: 575.026123
	Iteration 6Q: 3 clusters Score -16811.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16813.863281 Penalty: 575.026123
	Iteration 7Q: 3 clusters Score -16813.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16813.863281 Penalty: 575.026123
	Iteration 8F: 3 clusters Score -16813.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -1874.974365 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -1874.974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1734.444336 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -1734.444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1767.399902 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -1767.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1773.347412 Penalty: 369.500305
	Iteration 2F: 3 clusters Score -1773.347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Entering Unmasked Estep 
Score: -5730077.000000 Penalty: 523.551941
	Iteration 0F: 2 clusters Score -5730077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -5667891.000000 Penalty: 1047.103882
	Iteration 0F: 3 clusters Score -5667891 nChanged 48378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -5696808.500000 Penalty: 1047.103882
	Iteration 1F: 3 clusters Score -5696808 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -5698249.000000 Penalty: 1047.103882
	Iteration 2Q: 3 clusters Score -5698249 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 61929 members 
Entering Unmasked Estep 
Score: -5701023.000000 Penalty: 1047.103882
	Iteration 3Q: 3 clusters Score -5701023 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -5705322.000000 Penalty: 1047.103882
	Iteration 4F: 3 clusters Score -5705322 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 75928 members 
Entering Unmasked Estep 
Score: -5711197.500000 Penalty: 1047.103882
	Iteration 5F: 3 clusters Score -5711198 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 83650 members 
Entering Unmasked Estep 
Score: -5717007.000000 Penalty: 1047.103882
	Iteration 6F: 3 clusters Score -5717007 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 89463 members 
Entering Unmasked Estep 
Score: -5721696.500000 Penalty: 1047.103882
	Iteration 7F: 3 clusters Score -5721696 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -5724679.000000 Penalty: 1047.103882
	Iteration 8Q: 3 clusters Score -5724679 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 95126 members 
Entering Unmasked Estep 
Score: -5726385.500000 Penalty: 1047.103882
	Iteration 9Q: 3 clusters Score -5726386 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 96446 members 
Entering Unmasked Estep 
Score: -5727427.500000 Penalty: 1047.103882
	Iteration 10Q: 3 clusters Score -5727428 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -5728083.500000 Penalty: 1047.103882
	Iteration 11Q: 3 clusters Score -5728084 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 97817 members 
Entering Unmasked Estep 
Score: -5728494.000000 Penalty: 1047.103882
	Iteration 12Q: 3 clusters Score -5728494 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 98169 members 
Entering Unmasked Estep 
Score: -5728784.000000 Penalty: 1047.103882
	Iteration 13Q: 3 clusters Score -5728784 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 98394 members 
Entering Unmasked Estep 
Score: -5728986.500000 Penalty: 1047.103882
	Iteration 14Q: 3 clusters Score -5728986 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -5729111.000000 Penalty: 1047.103882
	Iteration 15Q: 3 clusters Score -5729111 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 98675 members 
Entering Unmasked Estep 
Score: -5729207.500000 Penalty: 1047.103882
	Iteration 16Q: 3 clusters Score -5729208 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -5729282.500000 Penalty: 1047.103882
	Iteration 17Q: 3 clusters Score -5729282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 98820 members 
Entering Unmasked Estep 
Score: -5729317.000000 Penalty: 1047.103882
	Iteration 18Q: 3 clusters Score -5729317 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -5729367.500000 Penalty: 1047.103882
	Iteration 19Q: 3 clusters Score -5729368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 98890 members 
Entering Unmasked Estep 
Score: -5729390.500000 Penalty: 1047.103882
	Iteration 20F: 3 clusters Score -5729390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 98921 members 
Entering Unmasked Estep 
Score: -5729416.000000 Penalty: 1047.103882
	Iteration 21Q: 3 clusters Score -5729416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 98932 members 
Entering Unmasked Estep 
Score: -5729421.000000 Penalty: 1047.103882
	Iteration 22Q: 3 clusters Score -5729421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -5729437.000000 Penalty: 1047.103882
	Iteration 23Q: 3 clusters Score -5729437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 98948 members 
Entering Unmasked Estep 
Score: -5729442.000000 Penalty: 1047.103882
	Iteration 24Q: 3 clusters Score -5729442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 98960 members 
Entering Unmasked Estep 
Score: -5729449.500000 Penalty: 1047.103882
	Iteration 25Q: 3 clusters Score -5729450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 98967 members 
Entering Unmasked Estep 
Score: -5729449.000000 Penalty: 1047.103882
	Iteration 26Q: 3 clusters Score -5729449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 98970 members 
Entering Unmasked Estep 
Score: -5729449.000000 Penalty: 1047.103882
	Iteration 27Q: 3 clusters Score -5729449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -5729457.500000 Penalty: 1047.103882
	Iteration 28Q: 3 clusters Score -5729458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 98979 members 
Entering Unmasked Estep 
Score: -5729463.500000 Penalty: 1047.103882
	Iteration 29Q: 3 clusters Score -5729464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 98983 members 
Entering Unmasked Estep 
Score: -5729469.000000 Penalty: 1047.103882
	Iteration 30Q: 3 clusters Score -5729469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 98988 members 
Entering Unmasked Estep 
Score: -5729473.000000 Penalty: 1047.103882
	Iteration 31Q: 3 clusters Score -5729473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 98995 members 
Entering Unmasked Estep 
Score: -5729480.500000 Penalty: 1047.103882
	Iteration 32Q: 3 clusters Score -5729480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 98997 members 
Entering Unmasked Estep 
Score: -5729478.000000 Penalty: 1047.103882
	Iteration 33Q: 3 clusters Score -5729478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 99002 members 
Entering Unmasked Estep 
Score: -5729489.000000 Penalty: 1047.103882
	Iteration 34Q: 3 clusters Score -5729489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 99004 members 
Entering Unmasked Estep 
Score: -5729489.000000 Penalty: 1047.103882
	Iteration 35Q: 3 clusters Score -5729489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 99004 members 
Entering Unmasked Estep 
Score: -5729494.000000 Penalty: 1047.103882
	Iteration 36Q: 3 clusters Score -5729494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -5729490.500000 Penalty: 1047.103882
	Iteration 37Q: 3 clusters Score -5729490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 99008 members 
Entering Unmasked Estep 
Score: -5729492.000000 Penalty: 1047.103882
	Iteration 38Q: 3 clusters Score -5729492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -5729495.500000 Penalty: 1047.103882
	Iteration 39Q: 3 clusters Score -5729496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -5729497.000000 Penalty: 1047.103882
	Iteration 40F: 3 clusters Score -5729497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 99014 members 
Entering Unmasked Estep 
Score: -5729499.500000 Penalty: 1047.103882
	Iteration 41Q: 3 clusters Score -5729500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 99014 members 
Entering Unmasked Estep 
Score: -5729499.000000 Penalty: 1047.103882
	Iteration 42Q: 3 clusters Score -5729499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -5729503.500000 Penalty: 1047.103882
	Iteration 43Q: 3 clusters Score -5729504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 99015 members 
Entering Unmasked Estep 
Score: -5729504.500000 Penalty: 1047.103882
	Iteration 44Q: 3 clusters Score -5729504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 99015 members 
Entering Unmasked Estep 
Score: -5729501.000000 Penalty: 1047.103882
	Iteration 45Q: 3 clusters Score -5729501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -5729503.000000 Penalty: 1047.103882
	Iteration 46Q: 3 clusters Score -5729503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 99017 members 
Entering Unmasked Estep 
Score: -5729500.500000 Penalty: 1047.103882
	Iteration 47Q: 3 clusters Score -5729500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 99018 members 
Entering Unmasked Estep 
Score: -5729502.000000 Penalty: 1047.103882
	Iteration 48Q: 3 clusters Score -5729502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 99017 members 
Entering Unmasked Estep 
Score: -5729499.500000 Penalty: 1047.103882
	Iteration 49Q: 3 clusters Score -5729500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 99017 members 
Entering Unmasked Estep 
Score: -5729499.500000 Penalty: 1047.103882
	Iteration 50F: 3 clusters Score -5729500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -33199.480469 Penalty: 291.961334
	Iteration 0F: 2 clusters Score -33199.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32646.591797 Penalty: 583.922668
	Iteration 0F: 3 clusters Score -32646.59 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32845.070312 Penalty: 583.922668
	Iteration 1F: 3 clusters Score -32845.07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32950.316406 Penalty: 583.922668
	Iteration 2F: 3 clusters Score -32950.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33032.667969 Penalty: 583.922668
	Iteration 3F: 3 clusters Score -33032.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33052.007812 Penalty: 583.922668
	Iteration 4Q: 3 clusters Score -33052.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33064.519531 Penalty: 583.922668
	Iteration 5Q: 3 clusters Score -33064.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33074.214844 Penalty: 583.922668
	Iteration 6Q: 3 clusters Score -33074.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33078.300781 Penalty: 583.922668
	Iteration 7Q: 3 clusters Score -33078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33080.250000 Penalty: 583.922668
	Iteration 8Q: 3 clusters Score -33080.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33083.371094 Penalty: 583.922668
	Iteration 9Q: 3 clusters Score -33083.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33086.593750 Penalty: 583.922668
	Iteration 10Q: 3 clusters Score -33086.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33090.714844 Penalty: 583.922668
	Iteration 11Q: 3 clusters Score -33090.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33094.078125 Penalty: 583.922668
	Iteration 12Q: 3 clusters Score -33094.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33100.175781 Penalty: 583.922668
	Iteration 13Q: 3 clusters Score -33100.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33104.261719 Penalty: 583.922668
	Iteration 14Q: 3 clusters Score -33104.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33106.925781 Penalty: 583.922668
	Iteration 15Q: 3 clusters Score -33106.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33107.832031 Penalty: 583.922668
	Iteration 16Q: 3 clusters Score -33107.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33107.832031 Penalty: 583.922668
	Iteration 17F: 3 clusters Score -33107.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -7751.300293 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -7751.3 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 90 members 
Entering Unmasked Estep 
Score: -7497.272461 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -7497.272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7549.848145 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -7549.848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7567.312012 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -7567.312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7574.832520 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -7574.833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7579.347656 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -7579.348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7580.725098 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -7580.725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7581.035645 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -7581.036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7581.035645 Penalty: 478.904785
	Iteration 7F: 3 clusters Score -7581.036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6728.330078 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6728.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6481.869141 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -6481.869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6542.165039 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6542.165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6609.173340 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -6609.173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6649.429688 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6649.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6679.368652 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -6679.369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6735.725098 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6735.725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6758.405762 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -6758.406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6764.342773 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -6764.343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6764.342773 Penalty: 447.051605
	Iteration 8F: 3 clusters Score -6764.343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 57 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 520 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 751 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 435 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 374 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 195 members 
Mstep: Class 61 contains 79 members 
Entering Unmasked Estep 
Score: -10140319.000000 Penalty: 33716.667969
Splitting cluster 23 changes total score from -10140597.000000 to -10140319.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -11958.148438 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -11958.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11631.847656 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -11631.85 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11748.951172 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -11748.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11819.848633 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -11819.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11882.345703 Penalty: 498.358154
	Iteration 3F: 3 clusters Score -11882.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11902.563477 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -11902.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11908.553711 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -11908.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11913.029297 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -11913.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11915.969727 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -11915.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11916.601562 Penalty: 498.358154
	Iteration 8Q: 3 clusters Score -11916.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11916.601562 Penalty: 498.358154
	Iteration 9F: 3 clusters Score -11916.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -117949.195312 Penalty: 352.613770
	Iteration 0F: 2 clusters Score -117949.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -116302.523438 Penalty: 705.227539
	Iteration 0F: 3 clusters Score -116302.5 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -116853.460938 Penalty: 705.227539
	Iteration 1F: 3 clusters Score -116853.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -116925.976562 Penalty: 705.227539
	Iteration 2F: 3 clusters Score -116926 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -116988.039062 Penalty: 705.227539
	Iteration 3F: 3 clusters Score -116988 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -117046.812500 Penalty: 705.227539
	Iteration 4Q: 3 clusters Score -117046.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -117117.882812 Penalty: 705.227539
	Iteration 5Q: 3 clusters Score -117117.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -117203.937500 Penalty: 705.227539
	Iteration 6Q: 3 clusters Score -117203.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -117275.640625 Penalty: 705.227539
	Iteration 7Q: 3 clusters Score -117275.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -117324.078125 Penalty: 705.227539
	Iteration 8Q: 3 clusters Score -117324.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -117348.898438 Penalty: 705.227539
	Iteration 9Q: 3 clusters Score -117348.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -117368.078125 Penalty: 705.227539
	Iteration 10Q: 3 clusters Score -117368.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -117385.640625 Penalty: 705.227539
	Iteration 11Q: 3 clusters Score -117385.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -117405.757812 Penalty: 705.227539
	Iteration 12Q: 3 clusters Score -117405.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -117425.171875 Penalty: 705.227539
	Iteration 13Q: 3 clusters Score -117425.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -117450.437500 Penalty: 705.227539
	Iteration 14Q: 3 clusters Score -117450.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -117478.507812 Penalty: 705.227539
	Iteration 15Q: 3 clusters Score -117478.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -117495.554688 Penalty: 705.227539
	Iteration 16Q: 3 clusters Score -117495.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -117514.132812 Penalty: 705.227539
	Iteration 17Q: 3 clusters Score -117514.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -117527.257812 Penalty: 705.227539
	Iteration 18Q: 3 clusters Score -117527.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -117540.804688 Penalty: 705.227539
	Iteration 19Q: 3 clusters Score -117540.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -117563.351562 Penalty: 705.227539
	Iteration 20F: 3 clusters Score -117563.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -117577.914062 Penalty: 705.227539
	Iteration 21Q: 3 clusters Score -117577.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -117589.976562 Penalty: 705.227539
	Iteration 22Q: 3 clusters Score -117590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -117600.710938 Penalty: 705.227539
	Iteration 23Q: 3 clusters Score -117600.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -117611.570312 Penalty: 705.227539
	Iteration 24Q: 3 clusters Score -117611.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -117620.296875 Penalty: 705.227539
	Iteration 25Q: 3 clusters Score -117620.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -117626.398438 Penalty: 705.227539
	Iteration 26Q: 3 clusters Score -117626.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -117633.835938 Penalty: 705.227539
	Iteration 27Q: 3 clusters Score -117633.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -117638.562500 Penalty: 705.227539
	Iteration 28Q: 3 clusters Score -117638.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -117644.117188 Penalty: 705.227539
	Iteration 29Q: 3 clusters Score -117644.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -117650.648438 Penalty: 705.227539
	Iteration 30Q: 3 clusters Score -117650.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -117654.445312 Penalty: 705.227539
	Iteration 31Q: 3 clusters Score -117654.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -117657.242188 Penalty: 705.227539
	Iteration 32Q: 3 clusters Score -117657.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -117661.195312 Penalty: 705.227539
	Iteration 33Q: 3 clusters Score -117661.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -117666.570312 Penalty: 705.227539
	Iteration 34Q: 3 clusters Score -117666.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -117669.890625 Penalty: 705.227539
	Iteration 35Q: 3 clusters Score -117669.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -117675.554688 Penalty: 705.227539
	Iteration 36Q: 3 clusters Score -117675.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -117681.476562 Penalty: 705.227539
	Iteration 37Q: 3 clusters Score -117681.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -117689.539062 Penalty: 705.227539
	Iteration 38Q: 3 clusters Score -117689.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -117695.656250 Penalty: 705.227539
	Iteration 39Q: 3 clusters Score -117695.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -117703.093750 Penalty: 705.227539
	Iteration 40F: 3 clusters Score -117703.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -117710.390625 Penalty: 705.227539
	Iteration 41Q: 3 clusters Score -117710.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -117717.968750 Penalty: 705.227539
	Iteration 42Q: 3 clusters Score -117718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -117723.125000 Penalty: 705.227539
	Iteration 43Q: 3 clusters Score -117723.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -117727.179688 Penalty: 705.227539
	Iteration 44Q: 3 clusters Score -117727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -117731.523438 Penalty: 705.227539
	Iteration 45Q: 3 clusters Score -117731.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -117736.742188 Penalty: 705.227539
	Iteration 46Q: 3 clusters Score -117736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -117738.937500 Penalty: 705.227539
	Iteration 47Q: 3 clusters Score -117738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -117739.726562 Penalty: 705.227539
	Iteration 48Q: 3 clusters Score -117739.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -117739.726562 Penalty: 705.227539
	Iteration 49F: 3 clusters Score -117739.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -332495.625000 Penalty: 393.946808
	Iteration 0F: 2 clusters Score -332495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -328654.843750 Penalty: 787.893616
	Iteration 0F: 3 clusters Score -328654.8 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -330115.875000 Penalty: 787.893616
	Iteration 1F: 3 clusters Score -330115.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -330196.093750 Penalty: 787.893616
	Iteration 2Q: 3 clusters Score -330196.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -330276.281250 Penalty: 787.893616
	Iteration 3Q: 3 clusters Score -330276.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -330358.375000 Penalty: 787.893616
	Iteration 4Q: 3 clusters Score -330358.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -330456.656250 Penalty: 787.893616
	Iteration 5Q: 3 clusters Score -330456.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -330577.218750 Penalty: 787.893616
	Iteration 6Q: 3 clusters Score -330577.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -330718.062500 Penalty: 787.893616
	Iteration 7Q: 3 clusters Score -330718.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -330912.093750 Penalty: 787.893616
	Iteration 8F: 3 clusters Score -330912.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -331176.875000 Penalty: 787.893616
	Iteration 9F: 3 clusters Score -331176.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -331447.250000 Penalty: 787.893616
	Iteration 10F: 3 clusters Score -331447.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -331686.250000 Penalty: 787.893616
	Iteration 11F: 3 clusters Score -331686.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -331887.750000 Penalty: 787.893616
	Iteration 12Q: 3 clusters Score -331887.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -332002.000000 Penalty: 787.893616
	Iteration 13Q: 3 clusters Score -332002 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -332069.187500 Penalty: 787.893616
	Iteration 14Q: 3 clusters Score -332069.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -332102.875000 Penalty: 787.893616
	Iteration 15Q: 3 clusters Score -332102.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -332131.843750 Penalty: 787.893616
	Iteration 16Q: 3 clusters Score -332131.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -332147.718750 Penalty: 787.893616
	Iteration 17Q: 3 clusters Score -332147.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -332153.843750 Penalty: 787.893616
	Iteration 18Q: 3 clusters Score -332153.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -332159.562500 Penalty: 787.893616
	Iteration 19Q: 3 clusters Score -332159.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -332162.500000 Penalty: 787.893616
	Iteration 20F: 3 clusters Score -332162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -332163.156250 Penalty: 787.893616
	Iteration 21Q: 3 clusters Score -332163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -332163.406250 Penalty: 787.893616
	Iteration 22Q: 3 clusters Score -332163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -332163.406250 Penalty: 787.893616
	Iteration 23F: 3 clusters Score -332163.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Entering Unmasked Estep 
Score: -377004.687500 Penalty: 403.230133
	Iteration 0F: 2 clusters Score -377004.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -372279.656250 Penalty: 806.460266
	Iteration 0F: 3 clusters Score -372279.7 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -374284.437500 Penalty: 806.460266
	Iteration 1F: 3 clusters Score -374284.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -374451.312500 Penalty: 806.460266
	Iteration 2F: 3 clusters Score -374451.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -374600.937500 Penalty: 806.460266
	Iteration 3Q: 3 clusters Score -374600.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -374717.218750 Penalty: 806.460266
	Iteration 4Q: 3 clusters Score -374717.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -374818.531250 Penalty: 806.460266
	Iteration 5Q: 3 clusters Score -374818.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -374953.875000 Penalty: 806.460266
	Iteration 6Q: 3 clusters Score -374953.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -375109.531250 Penalty: 806.460266
	Iteration 7Q: 3 clusters Score -375109.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -375252.625000 Penalty: 806.460266
	Iteration 8Q: 3 clusters Score -375252.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -375378.812500 Penalty: 806.460266
	Iteration 9Q: 3 clusters Score -375378.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -375489.593750 Penalty: 806.460266
	Iteration 10Q: 3 clusters Score -375489.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -375570.093750 Penalty: 806.460266
	Iteration 11Q: 3 clusters Score -375570.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -375637.906250 Penalty: 806.460266
	Iteration 12Q: 3 clusters Score -375637.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -375697.781250 Penalty: 806.460266
	Iteration 13Q: 3 clusters Score -375697.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -375749.125000 Penalty: 806.460266
	Iteration 14Q: 3 clusters Score -375749.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -375791.937500 Penalty: 806.460266
	Iteration 15Q: 3 clusters Score -375791.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -375825.250000 Penalty: 806.460266
	Iteration 16Q: 3 clusters Score -375825.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -375851.843750 Penalty: 806.460266
	Iteration 17Q: 3 clusters Score -375851.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -375879.187500 Penalty: 806.460266
	Iteration 18Q: 3 clusters Score -375879.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -375898.718750 Penalty: 806.460266
	Iteration 19Q: 3 clusters Score -375898.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -375920.437500 Penalty: 806.460266
	Iteration 20F: 3 clusters Score -375920.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -375940.593750 Penalty: 806.460266
	Iteration 21Q: 3 clusters Score -375940.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -375960.531250 Penalty: 806.460266
	Iteration 22Q: 3 clusters Score -375960.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -375980.000000 Penalty: 806.460266
	Iteration 23Q: 3 clusters Score -375980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -376002.375000 Penalty: 806.460266
	Iteration 24Q: 3 clusters Score -376002.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -376021.500000 Penalty: 806.460266
	Iteration 25Q: 3 clusters Score -376021.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -376042.312500 Penalty: 806.460266
	Iteration 26Q: 3 clusters Score -376042.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -376069.656250 Penalty: 806.460266
	Iteration 27Q: 3 clusters Score -376069.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -376095.750000 Penalty: 806.460266
	Iteration 28Q: 3 clusters Score -376095.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -376123.968750 Penalty: 806.460266
	Iteration 29Q: 3 clusters Score -376124 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -376158.906250 Penalty: 806.460266
	Iteration 30Q: 3 clusters Score -376158.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -376197.875000 Penalty: 806.460266
	Iteration 31Q: 3 clusters Score -376197.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -376230.937500 Penalty: 806.460266
	Iteration 32Q: 3 clusters Score -376230.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -376269.468750 Penalty: 806.460266
	Iteration 33Q: 3 clusters Score -376269.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -376306.437500 Penalty: 806.460266
	Iteration 34Q: 3 clusters Score -376306.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -376345.562500 Penalty: 806.460266
	Iteration 35Q: 3 clusters Score -376345.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -376380.656250 Penalty: 806.460266
	Iteration 36Q: 3 clusters Score -376380.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -376416.218750 Penalty: 806.460266
	Iteration 37Q: 3 clusters Score -376416.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -376449.437500 Penalty: 806.460266
	Iteration 38Q: 3 clusters Score -376449.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -376475.000000 Penalty: 806.460266
	Iteration 39Q: 3 clusters Score -376475 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -376495.281250 Penalty: 806.460266
	Iteration 40F: 3 clusters Score -376495.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -376523.500000 Penalty: 806.460266
	Iteration 41Q: 3 clusters Score -376523.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -376553.562500 Penalty: 806.460266
	Iteration 42Q: 3 clusters Score -376553.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -376589.406250 Penalty: 806.460266
	Iteration 43Q: 3 clusters Score -376589.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -376629.687500 Penalty: 806.460266
	Iteration 44Q: 3 clusters Score -376629.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -376682.406250 Penalty: 806.460266
	Iteration 45Q: 3 clusters Score -376682.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -376732.843750 Penalty: 806.460266
	Iteration 46Q: 3 clusters Score -376732.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -376757.656250 Penalty: 806.460266
	Iteration 47Q: 3 clusters Score -376757.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -376774.281250 Penalty: 806.460266
	Iteration 48Q: 3 clusters Score -376774.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -376781.000000 Penalty: 806.460266
	Iteration 49Q: 3 clusters Score -376781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -376788.187500 Penalty: 806.460266
	Iteration 50Q: 3 clusters Score -376788.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -376792.531250 Penalty: 806.460266
	Iteration 51Q: 3 clusters Score -376792.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -376794.000000 Penalty: 806.460266
	Iteration 52Q: 3 clusters Score -376794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -376796.218750 Penalty: 806.460266
	Iteration 53Q: 3 clusters Score -376796.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -376797.250000 Penalty: 806.460266
	Iteration 54Q: 3 clusters Score -376797.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -376798.500000 Penalty: 806.460266
	Iteration 55Q: 3 clusters Score -376798.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -376800.500000 Penalty: 806.460266
	Iteration 56Q: 3 clusters Score -376800.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -376800.500000 Penalty: 806.460266
	Iteration 57Q: 3 clusters Score -376800.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -376800.750000 Penalty: 806.460266
	Iteration 58Q: 3 clusters Score -376800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -376801.343750 Penalty: 806.460266
	Iteration 59Q: 3 clusters Score -376801.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -376804.125000 Penalty: 806.460266
	Iteration 60F: 3 clusters Score -376804.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -376807.656250 Penalty: 806.460266
	Iteration 61Q: 3 clusters Score -376807.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -376808.218750 Penalty: 806.460266
	Iteration 62Q: 3 clusters Score -376808.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -376809.500000 Penalty: 806.460266
	Iteration 63Q: 3 clusters Score -376809.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -376810.250000 Penalty: 806.460266
	Iteration 64Q: 3 clusters Score -376810.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -376811.062500 Penalty: 806.460266
	Iteration 65Q: 3 clusters Score -376811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -376810.843750 Penalty: 806.460266
	Iteration 66Q: 3 clusters Score -376810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -376810.687500 Penalty: 806.460266
	Iteration 67Q: 3 clusters Score -376810.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -376810.687500 Penalty: 806.460266
	Iteration 68F: 3 clusters Score -376810.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -22484.318359 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -22484.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22045.478516 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -22045.48 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -22315.488281 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -22315.49 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -22404.761719 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -22404.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22433.025391 Penalty: 569.098450
	Iteration 3F: 3 clusters Score -22433.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -22442.644531 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -22442.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22451.669922 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -22451.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22454.171875 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -22454.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22454.171875 Penalty: 569.098450
	Iteration 7F: 3 clusters Score -22454.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -38374.179688 Penalty: 295.120300
	Iteration 0F: 2 clusters Score -38374.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37779.597656 Penalty: 590.240601
	Iteration 0F: 3 clusters Score -37779.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37945.214844 Penalty: 590.240601
	Iteration 1F: 3 clusters Score -37945.21 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38000.968750 Penalty: 590.240601
	Iteration 2F: 3 clusters Score -38000.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -38025.949219 Penalty: 590.240601
	Iteration 3F: 3 clusters Score -38025.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -38061.652344 Penalty: 590.240601
	Iteration 4Q: 3 clusters Score -38061.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -38078.843750 Penalty: 590.240601
	Iteration 5Q: 3 clusters Score -38078.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -38100.863281 Penalty: 590.240601
	Iteration 6Q: 3 clusters Score -38100.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -38116.496094 Penalty: 590.240601
	Iteration 7Q: 3 clusters Score -38116.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -38121.101562 Penalty: 590.240601
	Iteration 8Q: 3 clusters Score -38121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -38123.175781 Penalty: 590.240601
	Iteration 9Q: 3 clusters Score -38123.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -38125.703125 Penalty: 590.240601
	Iteration 10Q: 3 clusters Score -38125.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -38127.781250 Penalty: 590.240601
	Iteration 11Q: 3 clusters Score -38127.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -38128.699219 Penalty: 590.240601
	Iteration 12Q: 3 clusters Score -38128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -38130.898438 Penalty: 590.240601
	Iteration 13Q: 3 clusters Score -38130.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -38133.613281 Penalty: 590.240601
	Iteration 14Q: 3 clusters Score -38133.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -38134.585938 Penalty: 590.240601
	Iteration 15Q: 3 clusters Score -38134.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38134.664062 Penalty: 590.240601
	Iteration 16Q: 3 clusters Score -38134.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38134.664062 Penalty: 590.240601
	Iteration 17F: 3 clusters Score -38134.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -33245.910156 Penalty: 296.888855
	Iteration 0F: 2 clusters Score -33245.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -32654.951172 Penalty: 593.777710
	Iteration 0F: 3 clusters Score -32654.95 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -32840.796875 Penalty: 593.777710
	Iteration 1F: 3 clusters Score -32840.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -32911.574219 Penalty: 593.777710
	Iteration 2F: 3 clusters Score -32911.57 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -32940.136719 Penalty: 593.777710
	Iteration 3F: 3 clusters Score -32940.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -32966.593750 Penalty: 593.777710
	Iteration 4Q: 3 clusters Score -32966.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -32989.140625 Penalty: 593.777710
	Iteration 5Q: 3 clusters Score -32989.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -33023.011719 Penalty: 593.777710
	Iteration 6Q: 3 clusters Score -33023.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33040.777344 Penalty: 593.777710
	Iteration 7Q: 3 clusters Score -33040.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -33054.238281 Penalty: 593.777710
	Iteration 8Q: 3 clusters Score -33054.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -33059.453125 Penalty: 593.777710
	Iteration 9Q: 3 clusters Score -33059.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33064.707031 Penalty: 593.777710
	Iteration 10Q: 3 clusters Score -33064.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -33067.460938 Penalty: 593.777710
	Iteration 11Q: 3 clusters Score -33067.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -33068.800781 Penalty: 593.777710
	Iteration 12Q: 3 clusters Score -33068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -33069.191406 Penalty: 593.777710
	Iteration 13Q: 3 clusters Score -33069.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -33069.191406 Penalty: 593.777710
	Iteration 14F: 3 clusters Score -33069.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -24405.105469 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -24405.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23967.048828 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -23967.05 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24152.554688 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -24152.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24199.009766 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -24199.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24215.964844 Penalty: 557.346191
	Iteration 3Q: 3 clusters Score -24215.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24232.275391 Penalty: 557.346191
	Iteration 4Q: 3 clusters Score -24232.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24244.822266 Penalty: 557.346191
	Iteration 5Q: 3 clusters Score -24244.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24258.453125 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -24258.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24276.042969 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -24276.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24286.892578 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -24286.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24291.402344 Penalty: 557.346191
	Iteration 9Q: 3 clusters Score -24291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24296.697266 Penalty: 557.346191
	Iteration 10Q: 3 clusters Score -24296.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24304.941406 Penalty: 557.346191
	Iteration 11Q: 3 clusters Score -24304.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24327.880859 Penalty: 557.346191
	Iteration 12Q: 3 clusters Score -24327.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24369.023438 Penalty: 557.346191
	Iteration 13Q: 3 clusters Score -24369.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24404.689453 Penalty: 557.346191
	Iteration 14Q: 3 clusters Score -24404.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24433.250000 Penalty: 557.346191
	Iteration 15Q: 3 clusters Score -24433.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24461.601562 Penalty: 557.346191
	Iteration 16Q: 3 clusters Score -24461.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24482.685547 Penalty: 557.346191
	Iteration 17Q: 3 clusters Score -24482.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24501.742188 Penalty: 557.346191
	Iteration 18Q: 3 clusters Score -24501.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24528.220703 Penalty: 557.346191
	Iteration 19Q: 3 clusters Score -24528.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24528.912109 Penalty: 557.346191
	Iteration 20F: 3 clusters Score -24528.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24531.748047 Penalty: 557.346191
	Iteration 21Q: 3 clusters Score -24531.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24534.951172 Penalty: 557.346191
	Iteration 22Q: 3 clusters Score -24534.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24542.841797 Penalty: 557.346191
	Iteration 23Q: 3 clusters Score -24542.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24587.216797 Penalty: 557.346191
	Iteration 24Q: 3 clusters Score -24587.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24699.501953 Penalty: 557.346191
	Iteration 25Q: 3 clusters Score -24699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24742.359375 Penalty: 557.346191
	Iteration 26Q: 3 clusters Score -24742.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24742.623047 Penalty: 557.346191
	Iteration 27Q: 3 clusters Score -24742.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24742.623047 Penalty: 557.346191
	Iteration 28F: 3 clusters Score -24742.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 520 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 751 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 435 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 374 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 195 members 
Mstep: Class 61 contains 240 members 
Entering Unmasked Estep 
Score: -10140676.000000 Penalty: 33716.667969
Splitting cluster 31 changes total score from -10140597.000000 to -10140676.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 32 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -39324.945312 Penalty: 301.273956
	Iteration 0F: 2 clusters Score -39324.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -38689.589844 Penalty: 602.547913
	Iteration 0F: 3 clusters Score -38689.59 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -39000.460938 Penalty: 602.547913
	Iteration 1F: 3 clusters Score -39000.46 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39106.468750 Penalty: 602.547913
	Iteration 2F: 3 clusters Score -39106.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39177.722656 Penalty: 602.547913
	Iteration 3F: 3 clusters Score -39177.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39215.132812 Penalty: 602.547913
	Iteration 4F: 3 clusters Score -39215.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -39237.957031 Penalty: 602.547913
	Iteration 5Q: 3 clusters Score -39237.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39268.292969 Penalty: 602.547913
	Iteration 6Q: 3 clusters Score -39268.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -39287.210938 Penalty: 602.547913
	Iteration 7Q: 3 clusters Score -39287.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39294.917969 Penalty: 602.547913
	Iteration 8Q: 3 clusters Score -39294.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -39300.601562 Penalty: 602.547913
	Iteration 9Q: 3 clusters Score -39300.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -39304.597656 Penalty: 602.547913
	Iteration 10Q: 3 clusters Score -39304.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39312.710938 Penalty: 602.547913
	Iteration 11Q: 3 clusters Score -39312.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -39324.027344 Penalty: 602.547913
	Iteration 12Q: 3 clusters Score -39324.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -39340.851562 Penalty: 602.547913
	Iteration 13Q: 3 clusters Score -39340.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39362.125000 Penalty: 602.547913
	Iteration 14Q: 3 clusters Score -39362.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -39383.234375 Penalty: 602.547913
	Iteration 15Q: 3 clusters Score -39383.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -39387.125000 Penalty: 602.547913
	Iteration 16Q: 3 clusters Score -39387.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -39387.558594 Penalty: 602.547913
	Iteration 17Q: 3 clusters Score -39387.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -39389.695312 Penalty: 602.547913
	Iteration 18Q: 3 clusters Score -39389.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -39389.695312 Penalty: 602.547913
	Iteration 19F: 3 clusters Score -39389.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 520 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 329 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 435 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 374 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 195 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 422 members 
Entering Unmasked Estep 
Score: -10140482.000000 Penalty: 34269.398438
Splitting cluster 32 changes total score from -10140597.000000 to -10140482.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -6470.953125 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -6470.953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6254.750000 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -6254.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6319.071289 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -6319.071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6374.320312 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -6374.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6453.029297 Penalty: 439.376556
	Iteration 3F: 3 clusters Score -6453.029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6488.348145 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -6488.348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6522.055664 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -6522.056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6524.060547 Penalty: 439.376556
	Iteration 6Q: 3 clusters Score -6524.061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6537.720703 Penalty: 439.376556
	Iteration 7Q: 3 clusters Score -6537.721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6545.460449 Penalty: 439.376556
	Iteration 8Q: 3 clusters Score -6545.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6545.460449 Penalty: 439.376556
	Iteration 9F: 3 clusters Score -6545.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 520 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 751 members 
Mstep: Class 33 contains 73 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 435 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 374 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 195 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 52 members 
Entering Unmasked Estep 
Score: -10140419.000000 Penalty: 34269.398438
Splitting cluster 33 changes total score from -10140597.000000 to -10140419.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -29554.291016 Penalty: 288.164215
	Iteration 0F: 2 clusters Score -29554.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29064.849609 Penalty: 576.328430
	Iteration 0F: 3 clusters Score -29064.85 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29409.041016 Penalty: 576.328430
	Iteration 1F: 3 clusters Score -29409.04 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29521.371094 Penalty: 576.328430
	Iteration 2F: 3 clusters Score -29521.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -29569.478516 Penalty: 576.328430
	Iteration 3F: 3 clusters Score -29569.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29587.318359 Penalty: 576.328430
	Iteration 4Q: 3 clusters Score -29587.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29594.464844 Penalty: 576.328430
	Iteration 5Q: 3 clusters Score -29594.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29598.064453 Penalty: 576.328430
	Iteration 6Q: 3 clusters Score -29598.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29598.316406 Penalty: 576.328430
	Iteration 7Q: 3 clusters Score -29598.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29598.316406 Penalty: 576.328430
	Iteration 8F: 3 clusters Score -29598.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 520 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 751 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 266 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 435 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 374 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 195 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 297 members 
Entering Unmasked Estep 
Score: -10140450.000000 Penalty: 34269.398438
Splitting cluster 34 changes total score from -10140597.000000 to -10140450.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -34786.003906 Penalty: 290.755951
	Iteration 0F: 2 clusters Score -34786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34237.539062 Penalty: 581.511902
	Iteration 0F: 3 clusters Score -34237.54 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -34369.210938 Penalty: 581.511902
	Iteration 1F: 3 clusters Score -34369.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -34392.050781 Penalty: 581.511902
	Iteration 2F: 3 clusters Score -34392.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34416.257812 Penalty: 581.511902
	Iteration 3Q: 3 clusters Score -34416.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34440.046875 Penalty: 581.511902
	Iteration 4Q: 3 clusters Score -34440.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -34456.750000 Penalty: 581.511902
	Iteration 5Q: 3 clusters Score -34456.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -34473.054688 Penalty: 581.511902
	Iteration 6Q: 3 clusters Score -34473.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -34488.406250 Penalty: 581.511902
	Iteration 7Q: 3 clusters Score -34488.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34502.367188 Penalty: 581.511902
	Iteration 8Q: 3 clusters Score -34502.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -34514.832031 Penalty: 581.511902
	Iteration 9Q: 3 clusters Score -34514.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -34523.386719 Penalty: 581.511902
	Iteration 10Q: 3 clusters Score -34523.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34531.992188 Penalty: 581.511902
	Iteration 11Q: 3 clusters Score -34531.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -34538.265625 Penalty: 581.511902
	Iteration 12Q: 3 clusters Score -34538.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -34543.089844 Penalty: 581.511902
	Iteration 13Q: 3 clusters Score -34543.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -34545.718750 Penalty: 581.511902
	Iteration 14Q: 3 clusters Score -34545.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -34546.691406 Penalty: 581.511902
	Iteration 15Q: 3 clusters Score -34546.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -34547.339844 Penalty: 581.511902
	Iteration 16Q: 3 clusters Score -34547.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -34547.839844 Penalty: 581.511902
	Iteration 17Q: 3 clusters Score -34547.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -34547.839844 Penalty: 581.511902
	Iteration 18F: 3 clusters Score -34547.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -5202.505859 Penalty: 246.229889
	Iteration 0F: 2 clusters Score -5202.506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -4925.778320 Penalty: 492.459778
	Iteration 0F: 3 clusters Score -4925.778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5060.824219 Penalty: 492.459778
	Iteration 1F: 3 clusters Score -5060.824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5101.625488 Penalty: 492.459778
	Iteration 2F: 3 clusters Score -5101.625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5106.213379 Penalty: 492.459778
	Iteration 3Q: 3 clusters Score -5106.213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5107.776855 Penalty: 492.459778
	Iteration 4Q: 3 clusters Score -5107.777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5110.915039 Penalty: 492.459778
	Iteration 5Q: 3 clusters Score -5110.915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5110.915039 Penalty: 492.459778
	Iteration 6F: 3 clusters Score -5110.915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6973.398926 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6973.399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6739.356445 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6739.356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6788.595215 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6788.595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6795.411621 Penalty: 448.380096
	Iteration 2Q: 3 clusters Score -6795.412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6806.635254 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -6806.635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6812.402832 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6812.403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6819.685547 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -6819.686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6825.479004 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -6825.479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6828.089355 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -6828.089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6828.089355 Penalty: 448.380096
	Iteration 8F: 3 clusters Score -6828.089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -9513.394531 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -9513.395 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 88 members 
Entering Unmasked Estep 
Score: -9246.568359 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -9246.568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9298.187500 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -9298.188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9315.782227 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -9315.782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9331.784180 Penalty: 471.029633
	Iteration 3F: 3 clusters Score -9331.784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9339.299805 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -9339.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9339.299805 Penalty: 471.029633
	Iteration 5F: 3 clusters Score -9339.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -4621.661621 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -4621.662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4434.924805 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -4434.925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4452.296875 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -4452.297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4463.868164 Penalty: 403.204315
	Iteration 2F: 3 clusters Score -4463.868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4471.861328 Penalty: 403.204315
	Iteration 3Q: 3 clusters Score -4471.861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4473.848633 Penalty: 403.204315
	Iteration 4Q: 3 clusters Score -4473.849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4473.848633 Penalty: 403.204315
	Iteration 5F: 3 clusters Score -4473.849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6108.183594 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6108.184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5901.658691 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -5901.659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5936.869629 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -5936.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5944.689453 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -5944.689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5947.777344 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -5947.777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5948.872559 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -5948.873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5951.738281 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -5951.738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5951.890137 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -5951.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5951.890137 Penalty: 442.945648
	Iteration 7F: 3 clusters Score -5951.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -21425.273438 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -21425.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21016.644531 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -21016.64 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21118.978516 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -21118.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21149.056641 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -21149.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21166.826172 Penalty: 541.271179
	Iteration 3Q: 3 clusters Score -21166.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21184.718750 Penalty: 541.271179
	Iteration 4Q: 3 clusters Score -21184.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21200.386719 Penalty: 541.271179
	Iteration 5Q: 3 clusters Score -21200.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21206.015625 Penalty: 541.271179
	Iteration 6Q: 3 clusters Score -21206.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21207.863281 Penalty: 541.271179
	Iteration 7Q: 3 clusters Score -21207.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21209.207031 Penalty: 541.271179
	Iteration 8Q: 3 clusters Score -21209.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21209.207031 Penalty: 541.271179
	Iteration 9F: 3 clusters Score -21209.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -65517.316406 Penalty: 323.869751
	Iteration 0F: 2 clusters Score -65517.32 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 631 members 
Entering Unmasked Estep 
Score: -64581.675781 Penalty: 647.739502
	Iteration 0F: 3 clusters Score -64581.68 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -64912.933594 Penalty: 647.739502
	Iteration 1F: 3 clusters Score -64912.93 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -65020.429688 Penalty: 647.739502
	Iteration 2F: 3 clusters Score -65020.43 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -65148.191406 Penalty: 647.739502
	Iteration 3F: 3 clusters Score -65148.19 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -65249.605469 Penalty: 647.739502
	Iteration 4F: 3 clusters Score -65249.61 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -65289.378906 Penalty: 647.739502
	Iteration 5Q: 3 clusters Score -65289.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -65307.945312 Penalty: 647.739502
	Iteration 6Q: 3 clusters Score -65307.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -65317.246094 Penalty: 647.739502
	Iteration 7Q: 3 clusters Score -65317.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -65322.843750 Penalty: 647.739502
	Iteration 8Q: 3 clusters Score -65322.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -65325.707031 Penalty: 647.739502
	Iteration 9Q: 3 clusters Score -65325.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -65328.539062 Penalty: 647.739502
	Iteration 10Q: 3 clusters Score -65328.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -65329.285156 Penalty: 647.739502
	Iteration 11Q: 3 clusters Score -65329.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -65330.800781 Penalty: 647.739502
	Iteration 12Q: 3 clusters Score -65330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -65331.964844 Penalty: 647.739502
	Iteration 13Q: 3 clusters Score -65331.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -65332.742188 Penalty: 647.739502
	Iteration 14Q: 3 clusters Score -65332.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -65333.261719 Penalty: 647.739502
	Iteration 15Q: 3 clusters Score -65333.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -65334.437500 Penalty: 647.739502
	Iteration 16Q: 3 clusters Score -65334.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -65334.894531 Penalty: 647.739502
	Iteration 17Q: 3 clusters Score -65334.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -65335.062500 Penalty: 647.739502
	Iteration 18Q: 3 clusters Score -65335.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -65335.062500 Penalty: 647.739502
	Iteration 19F: 3 clusters Score -65335.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -4674.947754 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -4674.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4491.080566 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -4491.081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4565.760254 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -4565.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4583.147461 Penalty: 426.912689
	Iteration 2Q: 3 clusters Score -4583.147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4583.147461 Penalty: 426.912689
	Iteration 3F: 3 clusters Score -4583.147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -8267.995117 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -8267.995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7983.391113 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -7983.391 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8068.501465 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -8068.501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8084.154297 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -8084.154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8102.030273 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -8102.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8117.875488 Penalty: 492.865143
	Iteration 4F: 3 clusters Score -8117.875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8124.203613 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -8124.204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8127.953125 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -8127.953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8127.953125 Penalty: 492.865143
	Iteration 7F: 3 clusters Score -8127.953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -29842.121094 Penalty: 293.280243
	Iteration 0F: 2 clusters Score -29842.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29252.972656 Penalty: 586.560486
	Iteration 0F: 3 clusters Score -29252.97 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29405.525391 Penalty: 586.560486
	Iteration 1F: 3 clusters Score -29405.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29453.281250 Penalty: 586.560486
	Iteration 2F: 3 clusters Score -29453.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29490.896484 Penalty: 586.560486
	Iteration 3F: 3 clusters Score -29490.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29521.166016 Penalty: 586.560486
	Iteration 4F: 3 clusters Score -29521.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29540.845703 Penalty: 586.560486
	Iteration 5Q: 3 clusters Score -29540.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29550.076172 Penalty: 586.560486
	Iteration 6Q: 3 clusters Score -29550.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29553.728516 Penalty: 586.560486
	Iteration 7Q: 3 clusters Score -29553.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29560.824219 Penalty: 586.560486
	Iteration 8Q: 3 clusters Score -29560.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -29564.138672 Penalty: 586.560486
	Iteration 9Q: 3 clusters Score -29564.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29565.126953 Penalty: 586.560486
	Iteration 10Q: 3 clusters Score -29565.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29565.126953 Penalty: 586.560486
	Iteration 11F: 3 clusters Score -29565.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12413.489258 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -12413.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12105.582031 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -12105.58 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12179.110352 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -12179.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12199.242188 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -12199.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12225.524414 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -12225.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12241.508789 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -12241.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12265.953125 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -12265.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12290.448242 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -12290.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12300.651367 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -12300.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12310.777344 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -12310.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12311.161133 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -12311.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12311.684570 Penalty: 497.976624
	Iteration 10Q: 3 clusters Score -12311.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12312.656250 Penalty: 497.976624
	Iteration 11Q: 3 clusters Score -12312.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12313.252930 Penalty: 497.976624
	Iteration 12Q: 3 clusters Score -12313.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12313.823242 Penalty: 497.976624
	Iteration 13Q: 3 clusters Score -12313.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12313.823242 Penalty: 497.976624
	Iteration 14F: 3 clusters Score -12313.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -22806.531250 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -22806.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22371.140625 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -22371.14 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22523.615234 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -22523.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22622.519531 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -22622.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22707.238281 Penalty: 552.856506
	Iteration 3F: 3 clusters Score -22707.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22738.488281 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -22738.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -22750.548828 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -22750.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22762.402344 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -22762.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22781.322266 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -22781.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22800.298828 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -22800.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22826.990234 Penalty: 552.856506
	Iteration 9Q: 3 clusters Score -22826.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22859.412109 Penalty: 552.856506
	Iteration 10Q: 3 clusters Score -22859.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22916.687500 Penalty: 552.856506
	Iteration 11Q: 3 clusters Score -22916.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22957.279297 Penalty: 552.856506
	Iteration 12Q: 3 clusters Score -22957.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22975.744141 Penalty: 552.856506
	Iteration 13Q: 3 clusters Score -22975.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22990.478516 Penalty: 552.856506
	Iteration 14Q: 3 clusters Score -22990.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23016.951172 Penalty: 552.856506
	Iteration 15Q: 3 clusters Score -23016.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23035.699219 Penalty: 552.856506
	Iteration 16Q: 3 clusters Score -23035.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23043.619141 Penalty: 552.856506
	Iteration 17Q: 3 clusters Score -23043.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23047.087891 Penalty: 552.856506
	Iteration 18Q: 3 clusters Score -23047.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23047.087891 Penalty: 552.856506
	Iteration 19F: 3 clusters Score -23047.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 520 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 751 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 150 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 374 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 195 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 285 members 
Entering Unmasked Estep 
Score: -10140637.000000 Penalty: 34269.398438
Splitting cluster 47 changes total score from -10140597.000000 to -10140637.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 48 (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: -23913.816406 Penalty: 271.923950
	Iteration 0F: 2 clusters Score -23913.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23495.076172 Penalty: 543.847900
	Iteration 0F: 3 clusters Score -23495.08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23589.802734 Penalty: 543.847900
	Iteration 1F: 3 clusters Score -23589.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23644.089844 Penalty: 543.847900
	Iteration 2F: 3 clusters Score -23644.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23676.035156 Penalty: 543.847900
	Iteration 3Q: 3 clusters Score -23676.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23703.685547 Penalty: 543.847900
	Iteration 4F: 3 clusters Score -23703.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23738.441406 Penalty: 543.847900
	Iteration 5Q: 3 clusters Score -23738.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23807.990234 Penalty: 543.847900
	Iteration 6F: 3 clusters Score -23807.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23875.019531 Penalty: 543.847900
	Iteration 7Q: 3 clusters Score -23875.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23910.664062 Penalty: 543.847900
	Iteration 8Q: 3 clusters Score -23910.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23928.451172 Penalty: 543.847900
	Iteration 9Q: 3 clusters Score -23928.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23931.855469 Penalty: 543.847900
	Iteration 10Q: 3 clusters Score -23931.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23933.962891 Penalty: 543.847900
	Iteration 11Q: 3 clusters Score -23933.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23935.511719 Penalty: 543.847900
	Iteration 12Q: 3 clusters Score -23935.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23936.542969 Penalty: 543.847900
	Iteration 13Q: 3 clusters Score -23936.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23937.246094 Penalty: 543.847900
	Iteration 14Q: 3 clusters Score -23937.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23937.246094 Penalty: 543.847900
	Iteration 15F: 3 clusters Score -23937.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 520 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 751 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 150 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 374 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 195 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 285 members 
Mstep: Class 63 contains 190 members 
Entering Unmasked Estep 
Score: -10140379.000000 Penalty: 34822.132812
Splitting cluster 48 changes total score from -10140597.000000 to -10140379.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12317.038086 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12317.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12033.223633 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -12033.22 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12135.001953 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12184.427734 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -12184.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12204.725586 Penalty: 503.538452
	Iteration 3F: 3 clusters Score -12204.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12209.081055 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -12209.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12215.628906 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -12215.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12220.597656 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -12220.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12223.301758 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -12223.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12224.673828 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -12224.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12225.013672 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -12225.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12225.778320 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -12225.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12235.833008 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -12235.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12238.248047 Penalty: 503.538452
	Iteration 12Q: 3 clusters Score -12238.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12241.914062 Penalty: 503.538452
	Iteration 13Q: 3 clusters Score -12241.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12241.914062 Penalty: 503.538452
	Iteration 14F: 3 clusters Score -12241.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -11097.710938 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -11097.71 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 94 members 
Entering Unmasked Estep 
Score: -10824.042969 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -10824.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10887.314453 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10887.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10901.436523 Penalty: 480.771515
	Iteration 2Q: 3 clusters Score -10901.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10904.224609 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -10904.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10905.805664 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -10905.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10905.805664 Penalty: 480.771515
	Iteration 5F: 3 clusters Score -10905.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6856.939453 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6856.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6621.314453 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -6621.314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6669.496582 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -6669.497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6693.102051 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -6693.102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6708.636230 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -6708.636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6713.682129 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -6713.682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6713.682129 Penalty: 440.821045
	Iteration 5F: 3 clusters Score -6713.682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -18698.849609 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -18698.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18309.488281 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -18309.49 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18468.224609 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -18468.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18500.765625 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -18500.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18519.253906 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -18519.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18545.164062 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -18545.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18563.855469 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -18563.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18567.759766 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -18567.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18570.814453 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -18570.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18571.593750 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -18571.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18574.371094 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -18574.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18575.380859 Penalty: 534.618713
	Iteration 10Q: 3 clusters Score -18575.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18575.519531 Penalty: 534.618713
	Iteration 11Q: 3 clusters Score -18575.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18575.519531 Penalty: 534.618713
	Iteration 12F: 3 clusters Score -18575.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -9080.443359 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -9080.443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8819.318359 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -8819.318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8851.850586 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -8851.851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8869.469727 Penalty: 460.696136
	Iteration 2F: 3 clusters Score -8869.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8882.039062 Penalty: 460.696136
	Iteration 3Q: 3 clusters Score -8882.039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8889.688477 Penalty: 460.696136
	Iteration 4Q: 3 clusters Score -8889.688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8890.566406 Penalty: 460.696136
	Iteration 5Q: 3 clusters Score -8890.566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8890.566406 Penalty: 460.696136
	Iteration 6F: 3 clusters Score -8890.566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -111759.117188 Penalty: 348.855682
	Iteration 0F: 2 clusters Score -111759.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -110226.421875 Penalty: 697.711365
	Iteration 0F: 3 clusters Score -110226.4 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -110722.460938 Penalty: 697.711365
	Iteration 1F: 3 clusters Score -110722.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -110790.078125 Penalty: 697.711365
	Iteration 2F: 3 clusters Score -110790.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -110857.250000 Penalty: 697.711365
	Iteration 3Q: 3 clusters Score -110857.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -110920.335938 Penalty: 697.711365
	Iteration 4F: 3 clusters Score -110920.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -110973.234375 Penalty: 697.711365
	Iteration 5Q: 3 clusters Score -110973.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -111033.781250 Penalty: 697.711365
	Iteration 6Q: 3 clusters Score -111033.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -111106.742188 Penalty: 697.711365
	Iteration 7F: 3 clusters Score -111106.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -111160.664062 Penalty: 697.711365
	Iteration 8F: 3 clusters Score -111160.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -111189.250000 Penalty: 697.711365
	Iteration 9Q: 3 clusters Score -111189.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -111213.203125 Penalty: 697.711365
	Iteration 10Q: 3 clusters Score -111213.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -111236.718750 Penalty: 697.711365
	Iteration 11Q: 3 clusters Score -111236.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -111255.125000 Penalty: 697.711365
	Iteration 12Q: 3 clusters Score -111255.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -111266.234375 Penalty: 697.711365
	Iteration 13Q: 3 clusters Score -111266.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -111273.015625 Penalty: 697.711365
	Iteration 14Q: 3 clusters Score -111273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -111276.312500 Penalty: 697.711365
	Iteration 15Q: 3 clusters Score -111276.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -111277.773438 Penalty: 697.711365
	Iteration 16Q: 3 clusters Score -111277.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -111279.500000 Penalty: 697.711365
	Iteration 17Q: 3 clusters Score -111279.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -111280.789062 Penalty: 697.711365
	Iteration 18Q: 3 clusters Score -111280.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -111282.617188 Penalty: 697.711365
	Iteration 19Q: 3 clusters Score -111282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -111283.273438 Penalty: 697.711365
	Iteration 20F: 3 clusters Score -111283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -111283.468750 Penalty: 697.711365
	Iteration 21Q: 3 clusters Score -111283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -111283.523438 Penalty: 697.711365
	Iteration 22Q: 3 clusters Score -111283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -111283.523438 Penalty: 697.711365
	Iteration 23F: 3 clusters Score -111283.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -17201.216797 Penalty: 269.553650
	Iteration 0F: 2 clusters Score -17201.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16811.214844 Penalty: 539.107300
	Iteration 0F: 3 clusters Score -16811.21 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17008.544922 Penalty: 539.107300
	Iteration 1F: 3 clusters Score -17008.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17090.412109 Penalty: 539.107300
	Iteration 2F: 3 clusters Score -17090.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17135.230469 Penalty: 539.107300
	Iteration 3F: 3 clusters Score -17135.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17161.578125 Penalty: 539.107300
	Iteration 4Q: 3 clusters Score -17161.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17169.369141 Penalty: 539.107300
	Iteration 5Q: 3 clusters Score -17169.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17170.304688 Penalty: 539.107300
	Iteration 6Q: 3 clusters Score -17170.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17170.304688 Penalty: 539.107300
	Iteration 7F: 3 clusters Score -17170.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (86 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Entering Unmasked Estep 
Score: -4036.847656 Penalty: 202.672791
	Iteration 0F: 2 clusters Score -4036.848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3836.314697 Penalty: 405.345581
	Iteration 0F: 3 clusters Score -3836.315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3859.270264 Penalty: 405.345581
	Iteration 1F: 3 clusters Score -3859.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3867.897949 Penalty: 405.345581
	Iteration 2F: 3 clusters Score -3867.898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3870.944336 Penalty: 405.345581
	Iteration 3Q: 3 clusters Score -3870.944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3873.513184 Penalty: 405.345581
	Iteration 4Q: 3 clusters Score -3873.513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3874.043701 Penalty: 405.345581
	Iteration 5Q: 3 clusters Score -3874.044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3881.237061 Penalty: 405.345581
	Iteration 6Q: 3 clusters Score -3881.237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3884.485352 Penalty: 405.345581
	Iteration 7Q: 3 clusters Score -3884.485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3884.485352 Penalty: 405.345581
	Iteration 8F: 3 clusters Score -3884.485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -18299.169922 Penalty: 264.133636
	Iteration 0F: 2 clusters Score -18299.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17899.511719 Penalty: 528.267273
	Iteration 0F: 3 clusters Score -17899.51 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18073.818359 Penalty: 528.267273
	Iteration 1F: 3 clusters Score -18073.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18114.240234 Penalty: 528.267273
	Iteration 2F: 3 clusters Score -18114.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18136.154297 Penalty: 528.267273
	Iteration 3Q: 3 clusters Score -18136.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18151.466797 Penalty: 528.267273
	Iteration 4Q: 3 clusters Score -18151.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18165.863281 Penalty: 528.267273
	Iteration 5Q: 3 clusters Score -18165.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18183.628906 Penalty: 528.267273
	Iteration 6Q: 3 clusters Score -18183.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18199.410156 Penalty: 528.267273
	Iteration 7Q: 3 clusters Score -18199.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18210.376953 Penalty: 528.267273
	Iteration 8Q: 3 clusters Score -18210.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18216.927734 Penalty: 528.267273
	Iteration 9Q: 3 clusters Score -18216.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18218.253906 Penalty: 528.267273
	Iteration 10Q: 3 clusters Score -18218.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18221.269531 Penalty: 528.267273
	Iteration 11Q: 3 clusters Score -18221.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18223.949219 Penalty: 528.267273
	Iteration 12Q: 3 clusters Score -18223.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18224.347656 Penalty: 528.267273
	Iteration 13Q: 3 clusters Score -18224.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18224.347656 Penalty: 528.267273
	Iteration 14F: 3 clusters Score -18224.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -18214.972656 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -18214.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17832.179688 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -17832.18 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17930.650391 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -17930.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17962.669922 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -17962.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17982.533203 Penalty: 523.484131
	Iteration 3F: 3 clusters Score -17982.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17997.253906 Penalty: 523.484131
	Iteration 4Q: 3 clusters Score -17997.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18005.384766 Penalty: 523.484131
	Iteration 5Q: 3 clusters Score -18005.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18009.386719 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -18009.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18012.634766 Penalty: 523.484131
	Iteration 7Q: 3 clusters Score -18012.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18015.589844 Penalty: 523.484131
	Iteration 8Q: 3 clusters Score -18015.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18021.193359 Penalty: 523.484131
	Iteration 9Q: 3 clusters Score -18021.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18023.437500 Penalty: 523.484131
	Iteration 10Q: 3 clusters Score -18023.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18028.101562 Penalty: 523.484131
	Iteration 11Q: 3 clusters Score -18028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18042.523438 Penalty: 523.484131
	Iteration 12Q: 3 clusters Score -18042.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18055.943359 Penalty: 523.484131
	Iteration 13Q: 3 clusters Score -18055.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18061.712891 Penalty: 523.484131
	Iteration 14Q: 3 clusters Score -18061.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18069.552734 Penalty: 523.484131
	Iteration 15Q: 3 clusters Score -18069.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18085.177734 Penalty: 523.484131
	Iteration 16Q: 3 clusters Score -18085.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18098.406250 Penalty: 523.484131
	Iteration 17Q: 3 clusters Score -18098.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18105.265625 Penalty: 523.484131
	Iteration 18Q: 3 clusters Score -18105.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18118.050781 Penalty: 523.484131
	Iteration 19Q: 3 clusters Score -18118.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18121.519531 Penalty: 523.484131
	Iteration 20F: 3 clusters Score -18121.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18123.451172 Penalty: 523.484131
	Iteration 21Q: 3 clusters Score -18123.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18124.675781 Penalty: 523.484131
	Iteration 22Q: 3 clusters Score -18124.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18124.675781 Penalty: 523.484131
	Iteration 23F: 3 clusters Score -18124.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -4858.268066 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -4858.268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4631.137695 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -4631.138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4667.096191 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -4667.096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4686.940918 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -4686.941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4698.750000 Penalty: 432.576691
	Iteration 3F: 3 clusters Score -4698.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4709.510742 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -4709.511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4709.994629 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -4709.995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4709.994629 Penalty: 432.576691
	Iteration 6F: 3 clusters Score -4709.995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -10617.933594 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -10617.93 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 96 members 
Entering Unmasked Estep 
Score: -10344.079102 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -10344.08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10430.852539 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -10430.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10470.422852 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -10470.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10502.795898 Penalty: 479.842987
	Iteration 3F: 3 clusters Score -10502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10519.459961 Penalty: 479.842987
	Iteration 4F: 3 clusters Score -10519.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10532.379883 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -10532.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10549.022461 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -10549.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10562.198242 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -10562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10563.696289 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -10563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10567.098633 Penalty: 479.842987
	Iteration 9Q: 3 clusters Score -10567.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10568.397461 Penalty: 479.842987
	Iteration 10Q: 3 clusters Score -10568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10570.407227 Penalty: 479.842987
	Iteration 11Q: 3 clusters Score -10570.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10572.185547 Penalty: 479.842987
	Iteration 12Q: 3 clusters Score -10572.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10572.185547 Penalty: 479.842987
	Iteration 13F: 3 clusters Score -10572.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 520 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 751 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 150 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 374 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140665.000000 Penalty: 34269.398438
Iteration 159Q: 63 clusters Score -1.014066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6304 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 521 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 681 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 177 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 155 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 357 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 375 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 195 members 
Mstep: Class 61 contains 235 members 
Mstep: Class 62 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140699.000000 Penalty: 34269.398438
Iteration 160F: 63 clusters Score -1.01407e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6306 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 514 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 680 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 741 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 160 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 359 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 368 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 199 members 
Mstep: Class 61 contains 236 members 
Mstep: Class 62 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140725.000000 Penalty: 34269.398438
Iteration 161Q: 63 clusters Score -1.014072e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6305 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 514 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 360 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 364 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 237 members 
Mstep: Class 62 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140740.000000 Penalty: 34269.398438
Iteration 162Q: 63 clusters Score -1.014074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6307 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 360 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 238 members 
Mstep: Class 62 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140746.000000 Penalty: 34269.398438
Iteration 163Q: 63 clusters Score -1.014075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6307 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 362 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 360 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 238 members 
Mstep: Class 62 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140747.000000 Penalty: 34269.398438
Iteration 164Q: 63 clusters Score -1.014075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6305 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140754.000000 Penalty: 34269.398438
Iteration 165Q: 63 clusters Score -1.014075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6305 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 562 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140758.000000 Penalty: 34269.398438
Iteration 166Q: 63 clusters Score -1.014076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6308 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 559 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140761.000000 Penalty: 34269.398438
Iteration 167Q: 63 clusters Score -1.014076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6309 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140754.000000 Penalty: 34269.398438
Iteration 168Q: 63 clusters Score -1.014075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140763.000000 Penalty: 34269.398438
Iteration 169Q: 63 clusters Score -1.014076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140763.000000 Penalty: 34269.398438
Iteration 170F: 63 clusters Score -1.014076e+07 nChanged 0
Entering ConstructFrom: 
Score: -10140763.000000 Penalty: 34269.398438
Entering ConstructFrom: 
Trying to split cluster 1 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -25545.738281 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -25545.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25090.968750 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -25090.97 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25332.332031 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -25332.33 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25437.099609 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -25437.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -25499.089844 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -25499.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -25534.880859 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -25534.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -25566.984375 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -25566.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -25581.630859 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -25581.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -25598.642578 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -25598.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -25618.333984 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -25618.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -25638.605469 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -25638.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -25649.371094 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -25649.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -25649.371094 Penalty: 562.003906
	Iteration 11F: 3 clusters Score -25649.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 286 members 
Mstep: Class 63 contains 415 members 
Entering Unmasked Estep 
Score: -10140603.000000 Penalty: 34822.132812
Splitting cluster 1 changes total score from -10140763.000000 to -10140603.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Entering Unmasked Estep 
Score: -328748.187500 Penalty: 398.120056
	Iteration 0F: 2 clusters Score -328748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -324529.250000 Penalty: 796.240112
	Iteration 0F: 3 clusters Score -324529.2 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -326371.406250 Penalty: 796.240112
	Iteration 1F: 3 clusters Score -326371.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -326675.375000 Penalty: 796.240112
	Iteration 2F: 3 clusters Score -326675.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -326989.187500 Penalty: 796.240112
	Iteration 3F: 3 clusters Score -326989.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -327299.843750 Penalty: 796.240112
	Iteration 4F: 3 clusters Score -327299.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -327583.968750 Penalty: 796.240112
	Iteration 5F: 3 clusters Score -327584 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -327756.406250 Penalty: 796.240112
	Iteration 6Q: 3 clusters Score -327756.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -327833.625000 Penalty: 796.240112
	Iteration 7Q: 3 clusters Score -327833.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -327878.156250 Penalty: 796.240112
	Iteration 8Q: 3 clusters Score -327878.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -327898.031250 Penalty: 796.240112
	Iteration 9Q: 3 clusters Score -327898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -327914.312500 Penalty: 796.240112
	Iteration 10Q: 3 clusters Score -327914.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -327926.093750 Penalty: 796.240112
	Iteration 11Q: 3 clusters Score -327926.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -327939.593750 Penalty: 796.240112
	Iteration 12Q: 3 clusters Score -327939.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -327952.468750 Penalty: 796.240112
	Iteration 13Q: 3 clusters Score -327952.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -327963.468750 Penalty: 796.240112
	Iteration 14Q: 3 clusters Score -327963.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -327969.875000 Penalty: 796.240112
	Iteration 15Q: 3 clusters Score -327969.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -327973.000000 Penalty: 796.240112
	Iteration 16Q: 3 clusters Score -327973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -327976.312500 Penalty: 796.240112
	Iteration 17Q: 3 clusters Score -327976.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -327982.781250 Penalty: 796.240112
	Iteration 18Q: 3 clusters Score -327982.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -327988.468750 Penalty: 796.240112
	Iteration 19Q: 3 clusters Score -327988.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -327992.125000 Penalty: 796.240112
	Iteration 20F: 3 clusters Score -327992.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -327994.312500 Penalty: 796.240112
	Iteration 21Q: 3 clusters Score -327994.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -327994.843750 Penalty: 796.240112
	Iteration 22Q: 3 clusters Score -327994.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -327996.937500 Penalty: 796.240112
	Iteration 23Q: 3 clusters Score -327996.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -327998.093750 Penalty: 796.240112
	Iteration 24Q: 3 clusters Score -327998.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -327997.906250 Penalty: 796.240112
	Iteration 25Q: 3 clusters Score -327997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -327998.187500 Penalty: 796.240112
	Iteration 26Q: 3 clusters Score -327998.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -327999.937500 Penalty: 796.240112
	Iteration 27Q: 3 clusters Score -327999.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -328000.250000 Penalty: 796.240112
	Iteration 28Q: 3 clusters Score -328000.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -328002.437500 Penalty: 796.240112
	Iteration 29Q: 3 clusters Score -328002.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -328004.406250 Penalty: 796.240112
	Iteration 30Q: 3 clusters Score -328004.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -328005.812500 Penalty: 796.240112
	Iteration 31Q: 3 clusters Score -328005.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -328008.218750 Penalty: 796.240112
	Iteration 32Q: 3 clusters Score -328008.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -328011.062500 Penalty: 796.240112
	Iteration 33Q: 3 clusters Score -328011.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -328015.562500 Penalty: 796.240112
	Iteration 34Q: 3 clusters Score -328015.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -328020.093750 Penalty: 796.240112
	Iteration 35Q: 3 clusters Score -328020.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -328023.656250 Penalty: 796.240112
	Iteration 36Q: 3 clusters Score -328023.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -328025.843750 Penalty: 796.240112
	Iteration 37Q: 3 clusters Score -328025.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -328028.593750 Penalty: 796.240112
	Iteration 38Q: 3 clusters Score -328028.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -328029.656250 Penalty: 796.240112
	Iteration 39Q: 3 clusters Score -328029.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -328031.218750 Penalty: 796.240112
	Iteration 40F: 3 clusters Score -328031.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -328035.843750 Penalty: 796.240112
	Iteration 41Q: 3 clusters Score -328035.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -328039.000000 Penalty: 796.240112
	Iteration 42Q: 3 clusters Score -328039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -328041.687500 Penalty: 796.240112
	Iteration 43Q: 3 clusters Score -328041.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -328044.406250 Penalty: 796.240112
	Iteration 44Q: 3 clusters Score -328044.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -328048.187500 Penalty: 796.240112
	Iteration 45Q: 3 clusters Score -328048.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -328053.843750 Penalty: 796.240112
	Iteration 46Q: 3 clusters Score -328053.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -328056.781250 Penalty: 796.240112
	Iteration 47Q: 3 clusters Score -328056.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -328059.500000 Penalty: 796.240112
	Iteration 48Q: 3 clusters Score -328059.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -328062.500000 Penalty: 796.240112
	Iteration 49Q: 3 clusters Score -328062.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -328065.437500 Penalty: 796.240112
	Iteration 50Q: 3 clusters Score -328065.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -328067.187500 Penalty: 796.240112
	Iteration 51Q: 3 clusters Score -328067.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -328070.093750 Penalty: 796.240112
	Iteration 52Q: 3 clusters Score -328070.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -328074.093750 Penalty: 796.240112
	Iteration 53Q: 3 clusters Score -328074.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -328076.750000 Penalty: 796.240112
	Iteration 54Q: 3 clusters Score -328076.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -328080.468750 Penalty: 796.240112
	Iteration 55Q: 3 clusters Score -328080.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -328081.093750 Penalty: 796.240112
	Iteration 56Q: 3 clusters Score -328081.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -328084.156250 Penalty: 796.240112
	Iteration 57Q: 3 clusters Score -328084.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -328087.250000 Penalty: 796.240112
	Iteration 58Q: 3 clusters Score -328087.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -328094.656250 Penalty: 796.240112
	Iteration 59Q: 3 clusters Score -328094.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -328099.875000 Penalty: 796.240112
	Iteration 60F: 3 clusters Score -328099.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -328106.375000 Penalty: 796.240112
	Iteration 61Q: 3 clusters Score -328106.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -328115.093750 Penalty: 796.240112
	Iteration 62Q: 3 clusters Score -328115.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -328125.093750 Penalty: 796.240112
	Iteration 63Q: 3 clusters Score -328125.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -328144.218750 Penalty: 796.240112
	Iteration 64Q: 3 clusters Score -328144.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -328164.906250 Penalty: 796.240112
	Iteration 65Q: 3 clusters Score -328164.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -328181.906250 Penalty: 796.240112
	Iteration 66Q: 3 clusters Score -328181.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -328194.687500 Penalty: 796.240112
	Iteration 67Q: 3 clusters Score -328194.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -328202.718750 Penalty: 796.240112
	Iteration 68Q: 3 clusters Score -328202.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -328215.218750 Penalty: 796.240112
	Iteration 69Q: 3 clusters Score -328215.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -328227.531250 Penalty: 796.240112
	Iteration 70Q: 3 clusters Score -328227.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -328239.687500 Penalty: 796.240112
	Iteration 71Q: 3 clusters Score -328239.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -328252.625000 Penalty: 796.240112
	Iteration 72Q: 3 clusters Score -328252.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -328265.687500 Penalty: 796.240112
	Iteration 73Q: 3 clusters Score -328265.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -328274.812500 Penalty: 796.240112
	Iteration 74Q: 3 clusters Score -328274.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -328285.625000 Penalty: 796.240112
	Iteration 75Q: 3 clusters Score -328285.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -328296.343750 Penalty: 796.240112
	Iteration 76Q: 3 clusters Score -328296.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -328309.375000 Penalty: 796.240112
	Iteration 77Q: 3 clusters Score -328309.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -328322.812500 Penalty: 796.240112
	Iteration 78Q: 3 clusters Score -328322.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -328339.843750 Penalty: 796.240112
	Iteration 79Q: 3 clusters Score -328339.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -328349.406250 Penalty: 796.240112
	Iteration 80F: 3 clusters Score -328349.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -328360.375000 Penalty: 796.240112
	Iteration 81Q: 3 clusters Score -328360.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -328367.343750 Penalty: 796.240112
	Iteration 82Q: 3 clusters Score -328367.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -328373.093750 Penalty: 796.240112
	Iteration 83Q: 3 clusters Score -328373.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -328379.562500 Penalty: 796.240112
	Iteration 84Q: 3 clusters Score -328379.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -328386.125000 Penalty: 796.240112
	Iteration 85Q: 3 clusters Score -328386.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -328396.218750 Penalty: 796.240112
	Iteration 86Q: 3 clusters Score -328396.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -328406.843750 Penalty: 796.240112
	Iteration 87Q: 3 clusters Score -328406.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -328416.500000 Penalty: 796.240112
	Iteration 88Q: 3 clusters Score -328416.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -328424.062500 Penalty: 796.240112
	Iteration 89Q: 3 clusters Score -328424.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -328431.375000 Penalty: 796.240112
	Iteration 90Q: 3 clusters Score -328431.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -328439.843750 Penalty: 796.240112
	Iteration 91Q: 3 clusters Score -328439.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -328447.218750 Penalty: 796.240112
	Iteration 92Q: 3 clusters Score -328447.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -328453.031250 Penalty: 796.240112
	Iteration 93Q: 3 clusters Score -328453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -328458.718750 Penalty: 796.240112
	Iteration 94Q: 3 clusters Score -328458.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -328463.562500 Penalty: 796.240112
	Iteration 95Q: 3 clusters Score -328463.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -328465.093750 Penalty: 796.240112
	Iteration 96Q: 3 clusters Score -328465.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -328468.062500 Penalty: 796.240112
	Iteration 97Q: 3 clusters Score -328468.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -328470.656250 Penalty: 796.240112
	Iteration 98Q: 3 clusters Score -328470.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -328474.375000 Penalty: 796.240112
	Iteration 99Q: 3 clusters Score -328474.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -328477.125000 Penalty: 796.240112
	Iteration 100F: 3 clusters Score -328477.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -328479.125000 Penalty: 796.240112
	Iteration 101Q: 3 clusters Score -328479.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -328481.468750 Penalty: 796.240112
	Iteration 102Q: 3 clusters Score -328481.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -328483.187500 Penalty: 796.240112
	Iteration 103Q: 3 clusters Score -328483.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -328486.281250 Penalty: 796.240112
	Iteration 104Q: 3 clusters Score -328486.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -328489.000000 Penalty: 796.240112
	Iteration 105Q: 3 clusters Score -328489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -328490.625000 Penalty: 796.240112
	Iteration 106Q: 3 clusters Score -328490.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -328494.093750 Penalty: 796.240112
	Iteration 107Q: 3 clusters Score -328494.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -328496.562500 Penalty: 796.240112
	Iteration 108Q: 3 clusters Score -328496.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -328499.625000 Penalty: 796.240112
	Iteration 109Q: 3 clusters Score -328499.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -328503.375000 Penalty: 796.240112
	Iteration 110Q: 3 clusters Score -328503.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -328507.218750 Penalty: 796.240112
	Iteration 111Q: 3 clusters Score -328507.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -328510.000000 Penalty: 796.240112
	Iteration 112Q: 3 clusters Score -328510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -328512.968750 Penalty: 796.240112
	Iteration 113Q: 3 clusters Score -328513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -328515.593750 Penalty: 796.240112
	Iteration 114Q: 3 clusters Score -328515.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -328518.625000 Penalty: 796.240112
	Iteration 115Q: 3 clusters Score -328518.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -328521.218750 Penalty: 796.240112
	Iteration 116Q: 3 clusters Score -328521.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -328525.281250 Penalty: 796.240112
	Iteration 117Q: 3 clusters Score -328525.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -328531.406250 Penalty: 796.240112
	Iteration 118Q: 3 clusters Score -328531.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -328537.218750 Penalty: 796.240112
	Iteration 119Q: 3 clusters Score -328537.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -328543.968750 Penalty: 796.240112
	Iteration 120F: 3 clusters Score -328544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -328549.187500 Penalty: 796.240112
	Iteration 121Q: 3 clusters Score -328549.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -328552.875000 Penalty: 796.240112
	Iteration 122Q: 3 clusters Score -328552.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -328559.343750 Penalty: 796.240112
	Iteration 123Q: 3 clusters Score -328559.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -328563.531250 Penalty: 796.240112
	Iteration 124Q: 3 clusters Score -328563.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -328565.937500 Penalty: 796.240112
	Iteration 125Q: 3 clusters Score -328565.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -328568.093750 Penalty: 796.240112
	Iteration 126Q: 3 clusters Score -328568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -328569.093750 Penalty: 796.240112
	Iteration 127Q: 3 clusters Score -328569.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -328571.750000 Penalty: 796.240112
	Iteration 128Q: 3 clusters Score -328571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -328571.375000 Penalty: 796.240112
	Iteration 129Q: 3 clusters Score -328571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -328571.343750 Penalty: 796.240112
	Iteration 130Q: 3 clusters Score -328571.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -328571.343750 Penalty: 796.240112
	Iteration 131F: 3 clusters Score -328571.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -23793.107422 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -23793.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23324.707031 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -23324.71 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23547.283203 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -23547.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23654.177734 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -23654.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23693.839844 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -23693.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23716.310547 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -23716.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23727.146484 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -23727.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23733.164062 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -23733.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23734.103516 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -23734.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23735.222656 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -23735.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23737.978516 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -23737.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23738.921875 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -23738.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23739.490234 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -23739.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23740.642578 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -23740.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23742.343750 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -23742.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23743.095703 Penalty: 561.434570
	Iteration 14Q: 3 clusters Score -23743.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23744.099609 Penalty: 561.434570
	Iteration 15Q: 3 clusters Score -23744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23744.988281 Penalty: 561.434570
	Iteration 16Q: 3 clusters Score -23744.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23744.988281 Penalty: 561.434570
	Iteration 17F: 3 clusters Score -23744.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -72524.609375 Penalty: 328.293427
	Iteration 0F: 2 clusters Score -72524.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -71499.218750 Penalty: 656.586853
	Iteration 0F: 3 clusters Score -71499.22 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -71927.320312 Penalty: 656.586853
	Iteration 1F: 3 clusters Score -71927.32 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -72037.500000 Penalty: 656.586853
	Iteration 2F: 3 clusters Score -72037.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -72093.632812 Penalty: 656.586853
	Iteration 3F: 3 clusters Score -72093.63 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -72130.734375 Penalty: 656.586853
	Iteration 4Q: 3 clusters Score -72130.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -72173.140625 Penalty: 656.586853
	Iteration 5Q: 3 clusters Score -72173.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -72204.453125 Penalty: 656.586853
	Iteration 6Q: 3 clusters Score -72204.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -72221.914062 Penalty: 656.586853
	Iteration 7Q: 3 clusters Score -72221.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -72240.867188 Penalty: 656.586853
	Iteration 8Q: 3 clusters Score -72240.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -72256.570312 Penalty: 656.586853
	Iteration 9Q: 3 clusters Score -72256.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -72279.554688 Penalty: 656.586853
	Iteration 10Q: 3 clusters Score -72279.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -72305.718750 Penalty: 656.586853
	Iteration 11Q: 3 clusters Score -72305.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -72341.156250 Penalty: 656.586853
	Iteration 12Q: 3 clusters Score -72341.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -72370.062500 Penalty: 656.586853
	Iteration 13Q: 3 clusters Score -72370.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -72386.101562 Penalty: 656.586853
	Iteration 14Q: 3 clusters Score -72386.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -72395.445312 Penalty: 656.586853
	Iteration 15Q: 3 clusters Score -72395.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -72401.976562 Penalty: 656.586853
	Iteration 16Q: 3 clusters Score -72401.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -72406.773438 Penalty: 656.586853
	Iteration 17Q: 3 clusters Score -72406.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -72409.445312 Penalty: 656.586853
	Iteration 18Q: 3 clusters Score -72409.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -72411.070312 Penalty: 656.586853
	Iteration 19Q: 3 clusters Score -72411.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -72412.882812 Penalty: 656.586853
	Iteration 20F: 3 clusters Score -72412.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -72415.710938 Penalty: 656.586853
	Iteration 21Q: 3 clusters Score -72415.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -72417.289062 Penalty: 656.586853
	Iteration 22Q: 3 clusters Score -72417.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -72418.710938 Penalty: 656.586853
	Iteration 23Q: 3 clusters Score -72418.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -72419.039062 Penalty: 656.586853
	Iteration 24Q: 3 clusters Score -72419.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -72419.242188 Penalty: 656.586853
	Iteration 25Q: 3 clusters Score -72419.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -72419.242188 Penalty: 656.586853
	Iteration 26F: 3 clusters Score -72419.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7319.552734 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7319.553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7087.669922 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -7087.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7132.503418 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -7132.503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7140.713379 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -7140.713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7143.927734 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -7143.928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7150.621582 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -7150.622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7152.720703 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -7152.721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7152.720703 Penalty: 442.945648
	Iteration 6F: 3 clusters Score -7152.721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Entering Unmasked Estep 
Score: -590421.312500 Penalty: 420.512512
	Iteration 0F: 2 clusters Score -590421.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -583548.562500 Penalty: 841.025024
	Iteration 0F: 3 clusters Score -583548.6 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -586708.375000 Penalty: 841.025024
	Iteration 1F: 3 clusters Score -586708.4 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -587143.375000 Penalty: 841.025024
	Iteration 2F: 3 clusters Score -587143.4 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -587641.687500 Penalty: 841.025024
	Iteration 3F: 3 clusters Score -587641.7 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -588208.750000 Penalty: 841.025024
	Iteration 4F: 3 clusters Score -588208.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -588698.000000 Penalty: 841.025024
	Iteration 5F: 3 clusters Score -588698 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -589112.000000 Penalty: 841.025024
	Iteration 6F: 3 clusters Score -589112 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -589458.625000 Penalty: 841.025024
	Iteration 7Q: 3 clusters Score -589458.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -589771.125000 Penalty: 841.025024
	Iteration 8Q: 3 clusters Score -589771.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -590025.187500 Penalty: 841.025024
	Iteration 9Q: 3 clusters Score -590025.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -590172.812500 Penalty: 841.025024
	Iteration 10Q: 3 clusters Score -590172.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -590258.375000 Penalty: 841.025024
	Iteration 11Q: 3 clusters Score -590258.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -590326.562500 Penalty: 841.025024
	Iteration 12Q: 3 clusters Score -590326.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -590365.187500 Penalty: 841.025024
	Iteration 13Q: 3 clusters Score -590365.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -590388.437500 Penalty: 841.025024
	Iteration 14Q: 3 clusters Score -590388.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -590400.937500 Penalty: 841.025024
	Iteration 15Q: 3 clusters Score -590400.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -590405.875000 Penalty: 841.025024
	Iteration 16Q: 3 clusters Score -590405.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -590409.187500 Penalty: 841.025024
	Iteration 17Q: 3 clusters Score -590409.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -590412.000000 Penalty: 841.025024
	Iteration 18Q: 3 clusters Score -590412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -590412.937500 Penalty: 841.025024
	Iteration 19Q: 3 clusters Score -590412.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -590415.312500 Penalty: 841.025024
	Iteration 20F: 3 clusters Score -590415.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -590414.937500 Penalty: 841.025024
	Iteration 21Q: 3 clusters Score -590414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -590414.625000 Penalty: 841.025024
	Iteration 22Q: 3 clusters Score -590414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -590415.000000 Penalty: 841.025024
	Iteration 23Q: 3 clusters Score -590415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -590414.562500 Penalty: 841.025024
	Iteration 24Q: 3 clusters Score -590414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -590414.812500 Penalty: 841.025024
	Iteration 25Q: 3 clusters Score -590414.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -590414.812500 Penalty: 841.025024
	Iteration 26F: 3 clusters Score -590414.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -4094.162109 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -4094.162 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 97 members 
Entering Unmasked Estep 
Score: -3847.291016 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -3847.291 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -3944.715332 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -3944.715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -3974.079834 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -3974.08 nChanged 11
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: -3995.813721 Penalty: 483.501770
	Iteration 3F: 3 clusters Score -3995.814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4002.057373 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -4002.057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4004.848145 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -4004.848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4005.417969 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -4005.418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4005.417969 Penalty: 483.501770
	Iteration 7F: 3 clusters Score -4005.418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5248.609375 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5248.609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5033.292480 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -5033.292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5065.300293 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -5065.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5083.380371 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -5083.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5104.664551 Penalty: 421.760345
	Iteration 3F: 3 clusters Score -5104.665 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: -9563.967773 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9563.968 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 105 members 
Entering Unmasked Estep 
Score: -9293.652344 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9293.652 nChanged 59
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: -9347.088867 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9347.089 nChanged 9
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: -9359.256836 Penalty: 478.432068
	Iteration 2Q: 3 clusters Score -9359.257 nChanged 3
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: -9364.041016 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -9364.041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9366.579102 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9366.579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9367.443359 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9367.443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9367.443359 Penalty: 478.432068
	Iteration 6F: 3 clusters Score -9367.443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -12416.357422 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -12416.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12104.060547 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -12104.06 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12219.558594 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -12219.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12236.982422 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -12236.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12253.615234 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -12253.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12276.155273 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -12276.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12283.195312 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -12283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12285.083984 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -12285.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12289.633789 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -12289.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12293.371094 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -12293.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12294.776367 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -12294.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12295.275391 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -12295.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12295.275391 Penalty: 500.614502
	Iteration 11F: 3 clusters Score -12295.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (69 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Entering Unmasked Estep 
Score: -3904.745117 Penalty: 192.651840
	Iteration 0F: 2 clusters Score -3904.745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3732.860840 Penalty: 385.303680
	Iteration 0F: 3 clusters Score -3732.861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3738.269043 Penalty: 385.303680
	Iteration 1Q: 3 clusters Score -3738.269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3738.269043 Penalty: 385.303680
	Iteration 2F: 3 clusters Score -3738.269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -4289.971680 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -4289.972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4068.610840 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -4068.611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4127.770020 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -4127.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4153.888184 Penalty: 419.975952
	Iteration 2Q: 3 clusters Score -4153.888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4166.130371 Penalty: 419.975952
	Iteration 3Q: 3 clusters Score -4166.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4166.568848 Penalty: 419.975952
	Iteration 4Q: 3 clusters Score -4166.569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4166.568848 Penalty: 419.975952
	Iteration 5F: 3 clusters Score -4166.569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -9673.357422 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -9673.357 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 105 members 
Entering Unmasked Estep 
Score: -9385.632812 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -9385.633 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9479.409180 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -9479.409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9511.263672 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -9511.264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9517.097656 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -9517.098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9523.430664 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -9523.431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9523.988281 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -9523.988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9523.988281 Penalty: 487.019104
	Iteration 6F: 3 clusters Score -9523.988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Entering Unmasked Estep 
Score: -1839131.750000 Penalty: 475.248688
	Iteration 0F: 2 clusters Score -1839132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1816274.000000 Penalty: 950.497375
	Iteration 0F: 3 clusters Score -1816274 nChanged 16488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -1825963.375000 Penalty: 950.497375
	Iteration 1F: 3 clusters Score -1825963 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -1826589.750000 Penalty: 950.497375
	Iteration 2Q: 3 clusters Score -1826590 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -1827483.750000 Penalty: 950.497375
	Iteration 3Q: 3 clusters Score -1827484 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -1828818.250000 Penalty: 950.497375
	Iteration 4F: 3 clusters Score -1828818 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -1830433.875000 Penalty: 950.497375
	Iteration 5F: 3 clusters Score -1830434 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -1831886.625000 Penalty: 950.497375
	Iteration 6F: 3 clusters Score -1831887 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -1832942.875000 Penalty: 950.497375
	Iteration 7F: 3 clusters Score -1832943 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -1833665.875000 Penalty: 950.497375
	Iteration 8Q: 3 clusters Score -1833666 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -1834119.750000 Penalty: 950.497375
	Iteration 9Q: 3 clusters Score -1834120 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -1834486.500000 Penalty: 950.497375
	Iteration 10Q: 3 clusters Score -1834486 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -1834818.000000 Penalty: 950.497375
	Iteration 11Q: 3 clusters Score -1834818 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -1835167.250000 Penalty: 950.497375
	Iteration 12Q: 3 clusters Score -1835167 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -1835553.625000 Penalty: 950.497375
	Iteration 13Q: 3 clusters Score -1835554 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -1835919.500000 Penalty: 950.497375
	Iteration 14Q: 3 clusters Score -1835920 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -1836327.625000 Penalty: 950.497375
	Iteration 15Q: 3 clusters Score -1836328 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -1836767.250000 Penalty: 950.497375
	Iteration 16Q: 3 clusters Score -1836767 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -1837235.750000 Penalty: 950.497375
	Iteration 17Q: 3 clusters Score -1837236 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -1837640.875000 Penalty: 950.497375
	Iteration 18Q: 3 clusters Score -1837641 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -1837974.375000 Penalty: 950.497375
	Iteration 19Q: 3 clusters Score -1837974 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -1838239.000000 Penalty: 950.497375
	Iteration 20F: 3 clusters Score -1838239 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -1838416.500000 Penalty: 950.497375
	Iteration 21Q: 3 clusters Score -1838416 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -1838530.625000 Penalty: 950.497375
	Iteration 22Q: 3 clusters Score -1838531 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -1838602.250000 Penalty: 950.497375
	Iteration 23Q: 3 clusters Score -1838602 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -1838653.625000 Penalty: 950.497375
	Iteration 24Q: 3 clusters Score -1838654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -1838682.375000 Penalty: 950.497375
	Iteration 25Q: 3 clusters Score -1838682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -1838694.250000 Penalty: 950.497375
	Iteration 26Q: 3 clusters Score -1838694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -1838701.375000 Penalty: 950.497375
	Iteration 27Q: 3 clusters Score -1838701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -1838711.750000 Penalty: 950.497375
	Iteration 28Q: 3 clusters Score -1838712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -1838717.000000 Penalty: 950.497375
	Iteration 29Q: 3 clusters Score -1838717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -1838720.000000 Penalty: 950.497375
	Iteration 30Q: 3 clusters Score -1838720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -1838724.000000 Penalty: 950.497375
	Iteration 31Q: 3 clusters Score -1838724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -1838724.625000 Penalty: 950.497375
	Iteration 32Q: 3 clusters Score -1838725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -1838724.375000 Penalty: 950.497375
	Iteration 33Q: 3 clusters Score -1838724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -1838723.625000 Penalty: 950.497375
	Iteration 34Q: 3 clusters Score -1838724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -1838725.500000 Penalty: 950.497375
	Iteration 35Q: 3 clusters Score -1838726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -1838727.875000 Penalty: 950.497375
	Iteration 36Q: 3 clusters Score -1838728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -1838730.000000 Penalty: 950.497375
	Iteration 37Q: 3 clusters Score -1838730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -1838730.000000 Penalty: 950.497375
	Iteration 38Q: 3 clusters Score -1838730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -1838730.250000 Penalty: 950.497375
	Iteration 39Q: 3 clusters Score -1838730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -1838730.250000 Penalty: 950.497375
	Iteration 40F: 3 clusters Score -1838730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -181005.031250 Penalty: 365.884308
	Iteration 0F: 2 clusters Score -181005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -178864.015625 Penalty: 731.768616
	Iteration 0F: 3 clusters Score -178864 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -179656.250000 Penalty: 731.768616
	Iteration 1F: 3 clusters Score -179656.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -179791.437500 Penalty: 731.768616
	Iteration 2F: 3 clusters Score -179791.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -179931.500000 Penalty: 731.768616
	Iteration 3F: 3 clusters Score -179931.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -180066.171875 Penalty: 731.768616
	Iteration 4F: 3 clusters Score -180066.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -180174.109375 Penalty: 731.768616
	Iteration 5F: 3 clusters Score -180174.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -180256.546875 Penalty: 731.768616
	Iteration 6Q: 3 clusters Score -180256.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -180312.437500 Penalty: 731.768616
	Iteration 7Q: 3 clusters Score -180312.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -180344.859375 Penalty: 731.768616
	Iteration 8Q: 3 clusters Score -180344.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -180371.046875 Penalty: 731.768616
	Iteration 9Q: 3 clusters Score -180371 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -180392.843750 Penalty: 731.768616
	Iteration 10Q: 3 clusters Score -180392.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -180413.796875 Penalty: 731.768616
	Iteration 11Q: 3 clusters Score -180413.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -180435.015625 Penalty: 731.768616
	Iteration 12Q: 3 clusters Score -180435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -180459.046875 Penalty: 731.768616
	Iteration 13Q: 3 clusters Score -180459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -180488.984375 Penalty: 731.768616
	Iteration 14Q: 3 clusters Score -180489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -180505.468750 Penalty: 731.768616
	Iteration 15Q: 3 clusters Score -180505.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -180521.468750 Penalty: 731.768616
	Iteration 16Q: 3 clusters Score -180521.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -180534.187500 Penalty: 731.768616
	Iteration 17Q: 3 clusters Score -180534.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -180544.234375 Penalty: 731.768616
	Iteration 18Q: 3 clusters Score -180544.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -180549.843750 Penalty: 731.768616
	Iteration 19Q: 3 clusters Score -180549.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -180557.531250 Penalty: 731.768616
	Iteration 20F: 3 clusters Score -180557.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -180563.609375 Penalty: 731.768616
	Iteration 21Q: 3 clusters Score -180563.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -180567.875000 Penalty: 731.768616
	Iteration 22Q: 3 clusters Score -180567.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -180571.406250 Penalty: 731.768616
	Iteration 23Q: 3 clusters Score -180571.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -180573.125000 Penalty: 731.768616
	Iteration 24Q: 3 clusters Score -180573.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -180575.640625 Penalty: 731.768616
	Iteration 25Q: 3 clusters Score -180575.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -180578.156250 Penalty: 731.768616
	Iteration 26Q: 3 clusters Score -180578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -180579.656250 Penalty: 731.768616
	Iteration 27Q: 3 clusters Score -180579.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -180580.671875 Penalty: 731.768616
	Iteration 28Q: 3 clusters Score -180580.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -180581.437500 Penalty: 731.768616
	Iteration 29Q: 3 clusters Score -180581.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -180581.953125 Penalty: 731.768616
	Iteration 30Q: 3 clusters Score -180582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -180581.968750 Penalty: 731.768616
	Iteration 31Q: 3 clusters Score -180582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -180582.046875 Penalty: 731.768616
	Iteration 32Q: 3 clusters Score -180582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -180582.500000 Penalty: 731.768616
	Iteration 33Q: 3 clusters Score -180582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -180583.187500 Penalty: 731.768616
	Iteration 34Q: 3 clusters Score -180583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -180583.187500 Penalty: 731.768616
	Iteration 35F: 3 clusters Score -180583.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -24190.234375 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -24190.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23723.271484 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -23723.27 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23852.384766 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -23852.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23911.292969 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -23911.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23964.244141 Penalty: 558.729492
	Iteration 3F: 3 clusters Score -23964.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24014.660156 Penalty: 558.729492
	Iteration 4F: 3 clusters Score -24014.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24053.701172 Penalty: 558.729492
	Iteration 5F: 3 clusters Score -24053.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24067.691406 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -24067.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24075.289062 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -24075.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24077.033203 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -24077.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24077.613281 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -24077.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24077.613281 Penalty: 558.729492
	Iteration 10F: 3 clusters Score -24077.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -44795.125000 Penalty: 306.639801
	Iteration 0F: 2 clusters Score -44795.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -44119.296875 Penalty: 613.279602
	Iteration 0F: 3 clusters Score -44119.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -44381.339844 Penalty: 613.279602
	Iteration 1F: 3 clusters Score -44381.34 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -44459.648438 Penalty: 613.279602
	Iteration 2F: 3 clusters Score -44459.65 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -44511.753906 Penalty: 613.279602
	Iteration 3F: 3 clusters Score -44511.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -44543.578125 Penalty: 613.279602
	Iteration 4Q: 3 clusters Score -44543.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -44561.246094 Penalty: 613.279602
	Iteration 5Q: 3 clusters Score -44561.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -44570.617188 Penalty: 613.279602
	Iteration 6Q: 3 clusters Score -44570.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -44575.367188 Penalty: 613.279602
	Iteration 7Q: 3 clusters Score -44575.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -44578.562500 Penalty: 613.279602
	Iteration 8Q: 3 clusters Score -44578.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44581.742188 Penalty: 613.279602
	Iteration 9Q: 3 clusters Score -44581.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -44584.468750 Penalty: 613.279602
	Iteration 10Q: 3 clusters Score -44584.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -44586.320312 Penalty: 613.279602
	Iteration 11Q: 3 clusters Score -44586.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -44586.664062 Penalty: 613.279602
	Iteration 12Q: 3 clusters Score -44586.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -44586.664062 Penalty: 613.279602
	Iteration 13F: 3 clusters Score -44586.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -16958.875000 Penalty: 287.513062
	Iteration 0F: 2 clusters Score -16958.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16465.865234 Penalty: 575.026123
	Iteration 0F: 3 clusters Score -16465.87 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16617.654297 Penalty: 575.026123
	Iteration 1F: 3 clusters Score -16617.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16651.566406 Penalty: 575.026123
	Iteration 2F: 3 clusters Score -16651.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16669.482422 Penalty: 575.026123
	Iteration 3Q: 3 clusters Score -16669.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16679.798828 Penalty: 575.026123
	Iteration 4Q: 3 clusters Score -16679.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16698.939453 Penalty: 575.026123
	Iteration 5Q: 3 clusters Score -16698.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16720.277344 Penalty: 575.026123
	Iteration 6Q: 3 clusters Score -16720.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16738.978516 Penalty: 575.026123
	Iteration 7Q: 3 clusters Score -16738.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16756.812500 Penalty: 575.026123
	Iteration 8Q: 3 clusters Score -16756.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16767.712891 Penalty: 575.026123
	Iteration 9Q: 3 clusters Score -16767.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -16780.212891 Penalty: 575.026123
	Iteration 10Q: 3 clusters Score -16780.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16790.097656 Penalty: 575.026123
	Iteration 11Q: 3 clusters Score -16790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16793.759766 Penalty: 575.026123
	Iteration 12Q: 3 clusters Score -16793.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16796.160156 Penalty: 575.026123
	Iteration 13Q: 3 clusters Score -16796.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16796.160156 Penalty: 575.026123
	Iteration 14F: 3 clusters Score -16796.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -1874.974365 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -1874.974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1760.076172 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -1760.076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1798.273193 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -1798.273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1817.863159 Penalty: 369.500305
	Iteration 2Q: 3 clusters Score -1817.863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1823.570068 Penalty: 369.500305
	Iteration 3Q: 3 clusters Score -1823.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1823.570068 Penalty: 369.500305
	Iteration 4F: 3 clusters Score -1823.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Entering Unmasked Estep 
Score: -5730077.000000 Penalty: 523.551941
	Iteration 0F: 2 clusters Score -5730077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -5667713.500000 Penalty: 1047.103882
	Iteration 0F: 3 clusters Score -5667714 nChanged 48645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -5696984.000000 Penalty: 1047.103882
	Iteration 1F: 3 clusters Score -5696984 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -5698416.500000 Penalty: 1047.103882
	Iteration 2Q: 3 clusters Score -5698416 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -5700836.500000 Penalty: 1047.103882
	Iteration 3F: 3 clusters Score -5700836 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -5704861.500000 Penalty: 1047.103882
	Iteration 4F: 3 clusters Score -5704862 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -5710186.500000 Penalty: 1047.103882
	Iteration 5F: 3 clusters Score -5710186 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 76285 members 
Entering Unmasked Estep 
Score: -5715656.500000 Penalty: 1047.103882
	Iteration 6F: 3 clusters Score -5715656 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 82323 members 
Entering Unmasked Estep 
Score: -5720260.000000 Penalty: 1047.103882
	Iteration 7F: 3 clusters Score -5720260 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 87219 members 
Entering Unmasked Estep 
Score: -5723510.500000 Penalty: 1047.103882
	Iteration 8F: 3 clusters Score -5723510 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -5725829.000000 Penalty: 1047.103882
	Iteration 9Q: 3 clusters Score -5725829 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 92592 members 
Entering Unmasked Estep 
Score: -5727351.500000 Penalty: 1047.103882
	Iteration 10Q: 3 clusters Score -5727352 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
Score: -5728243.500000 Penalty: 1047.103882
	Iteration 11Q: 3 clusters Score -5728244 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -5728709.000000 Penalty: 1047.103882
	Iteration 12Q: 3 clusters Score -5728709 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 95146 members 
Entering Unmasked Estep 
Score: -5728929.500000 Penalty: 1047.103882
	Iteration 13Q: 3 clusters Score -5728930 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 95563 members 
Entering Unmasked Estep 
Score: -5729147.000000 Penalty: 1047.103882
	Iteration 14Q: 3 clusters Score -5729147 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -5729288.500000 Penalty: 1047.103882
	Iteration 15Q: 3 clusters Score -5729288 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 96153 members 
Entering Unmasked Estep 
Score: -5729327.000000 Penalty: 1047.103882
	Iteration 16Q: 3 clusters Score -5729327 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
Score: -5729357.000000 Penalty: 1047.103882
	Iteration 17Q: 3 clusters Score -5729357 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -5729388.000000 Penalty: 1047.103882
	Iteration 18Q: 3 clusters Score -5729388 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 96711 members 
Entering Unmasked Estep 
Score: -5729424.000000 Penalty: 1047.103882
	Iteration 19Q: 3 clusters Score -5729424 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 96847 members 
Entering Unmasked Estep 
Score: -5729436.000000 Penalty: 1047.103882
	Iteration 20F: 3 clusters Score -5729436 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 96990 members 
Entering Unmasked Estep 
Score: -5729464.000000 Penalty: 1047.103882
	Iteration 21Q: 3 clusters Score -5729464 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 97131 members 
Entering Unmasked Estep 
Score: -5729482.000000 Penalty: 1047.103882
	Iteration 22Q: 3 clusters Score -5729482 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 97242 members 
Entering Unmasked Estep 
Score: -5729501.500000 Penalty: 1047.103882
	Iteration 23Q: 3 clusters Score -5729502 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -5729545.500000 Penalty: 1047.103882
	Iteration 24Q: 3 clusters Score -5729546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -5729572.500000 Penalty: 1047.103882
	Iteration 25Q: 3 clusters Score -5729572 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -5729596.000000 Penalty: 1047.103882
	Iteration 26Q: 3 clusters Score -5729596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -5729655.000000 Penalty: 1047.103882
	Iteration 27Q: 3 clusters Score -5729655 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -5729697.000000 Penalty: 1047.103882
	Iteration 28Q: 3 clusters Score -5729697 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 97850 members 
Entering Unmasked Estep 
Score: -5729731.000000 Penalty: 1047.103882
	Iteration 29Q: 3 clusters Score -5729731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 97919 members 
Entering Unmasked Estep 
Score: -5729744.000000 Penalty: 1047.103882
	Iteration 30Q: 3 clusters Score -5729744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 97975 members 
Entering Unmasked Estep 
Score: -5729745.000000 Penalty: 1047.103882
	Iteration 31Q: 3 clusters Score -5729745 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 98026 members 
Entering Unmasked Estep 
Score: -5729750.500000 Penalty: 1047.103882
	Iteration 32Q: 3 clusters Score -5729750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 98066 members 
Entering Unmasked Estep 
Score: -5729768.000000 Penalty: 1047.103882
	Iteration 33Q: 3 clusters Score -5729768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 98099 members 
Entering Unmasked Estep 
Score: -5729763.000000 Penalty: 1047.103882
	Iteration 34Q: 3 clusters Score -5729763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 98134 members 
Entering Unmasked Estep 
Score: -5729777.000000 Penalty: 1047.103882
	Iteration 35Q: 3 clusters Score -5729777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 98168 members 
Entering Unmasked Estep 
Score: -5729792.000000 Penalty: 1047.103882
	Iteration 36Q: 3 clusters Score -5729792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -5729794.500000 Penalty: 1047.103882
	Iteration 37Q: 3 clusters Score -5729794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 98224 members 
Entering Unmasked Estep 
Score: -5729801.000000 Penalty: 1047.103882
	Iteration 38Q: 3 clusters Score -5729801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 98249 members 
Entering Unmasked Estep 
Score: -5729807.000000 Penalty: 1047.103882
	Iteration 39Q: 3 clusters Score -5729807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -5729815.000000 Penalty: 1047.103882
	Iteration 40F: 3 clusters Score -5729815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -5729815.500000 Penalty: 1047.103882
	Iteration 41Q: 3 clusters Score -5729816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 98293 members 
Entering Unmasked Estep 
Score: -5729813.500000 Penalty: 1047.103882
	Iteration 42Q: 3 clusters Score -5729814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 98302 members 
Entering Unmasked Estep 
Score: -5729818.000000 Penalty: 1047.103882
	Iteration 43Q: 3 clusters Score -5729818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 98306 members 
Entering Unmasked Estep 
Score: -5729817.500000 Penalty: 1047.103882
	Iteration 44Q: 3 clusters Score -5729818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 98313 members 
Entering Unmasked Estep 
Score: -5729825.000000 Penalty: 1047.103882
	Iteration 45Q: 3 clusters Score -5729825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 98319 members 
Entering Unmasked Estep 
Score: -5729831.500000 Penalty: 1047.103882
	Iteration 46Q: 3 clusters Score -5729832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -5729827.000000 Penalty: 1047.103882
	Iteration 47Q: 3 clusters Score -5729827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 98332 members 
Entering Unmasked Estep 
Score: -5729831.500000 Penalty: 1047.103882
	Iteration 48Q: 3 clusters Score -5729832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 98342 members 
Entering Unmasked Estep 
Score: -5729834.500000 Penalty: 1047.103882
	Iteration 49Q: 3 clusters Score -5729834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -5729828.500000 Penalty: 1047.103882
	Iteration 50Q: 3 clusters Score -5729828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -5729829.000000 Penalty: 1047.103882
	Iteration 51Q: 3 clusters Score -5729829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -5729826.500000 Penalty: 1047.103882
	Iteration 52Q: 3 clusters Score -5729826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 98388 members 
Entering Unmasked Estep 
Score: -5729834.500000 Penalty: 1047.103882
	Iteration 53Q: 3 clusters Score -5729834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 98399 members 
Entering Unmasked Estep 
Score: -5729844.000000 Penalty: 1047.103882
	Iteration 54Q: 3 clusters Score -5729844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 98411 members 
Entering Unmasked Estep 
Score: -5729857.000000 Penalty: 1047.103882
	Iteration 55Q: 3 clusters Score -5729857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -5729858.500000 Penalty: 1047.103882
	Iteration 56Q: 3 clusters Score -5729858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 98439 members 
Entering Unmasked Estep 
Score: -5729862.000000 Penalty: 1047.103882
	Iteration 57Q: 3 clusters Score -5729862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 98450 members 
Entering Unmasked Estep 
Score: -5729868.000000 Penalty: 1047.103882
	Iteration 58Q: 3 clusters Score -5729868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -5729878.000000 Penalty: 1047.103882
	Iteration 59Q: 3 clusters Score -5729878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -5729880.500000 Penalty: 1047.103882
	Iteration 60F: 3 clusters Score -5729880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 98484 members 
Entering Unmasked Estep 
Score: -5729882.500000 Penalty: 1047.103882
	Iteration 61Q: 3 clusters Score -5729882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 98496 members 
Entering Unmasked Estep 
Score: -5729884.000000 Penalty: 1047.103882
	Iteration 62Q: 3 clusters Score -5729884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -5729896.000000 Penalty: 1047.103882
	Iteration 63Q: 3 clusters Score -5729896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -5729899.500000 Penalty: 1047.103882
	Iteration 64Q: 3 clusters Score -5729900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 98505 members 
Entering Unmasked Estep 
Score: -5729897.000000 Penalty: 1047.103882
	Iteration 65Q: 3 clusters Score -5729897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -5729887.500000 Penalty: 1047.103882
	Iteration 66Q: 3 clusters Score -5729888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -5729893.000000 Penalty: 1047.103882
	Iteration 67Q: 3 clusters Score -5729893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 98512 members 
Entering Unmasked Estep 
Score: -5729888.000000 Penalty: 1047.103882
	Iteration 68Q: 3 clusters Score -5729888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 98512 members 
Entering Unmasked Estep 
Score: -5729888.000000 Penalty: 1047.103882
	Iteration 69F: 3 clusters Score -5729888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -33247.652344 Penalty: 292.035614
	Iteration 0F: 2 clusters Score -33247.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32738.626953 Penalty: 584.071228
	Iteration 0F: 3 clusters Score -32738.63 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -32994.308594 Penalty: 584.071228
	Iteration 1F: 3 clusters Score -32994.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33037.964844 Penalty: 584.071228
	Iteration 2F: 3 clusters Score -33037.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33061.785156 Penalty: 584.071228
	Iteration 3F: 3 clusters Score -33061.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33068.808594 Penalty: 584.071228
	Iteration 4Q: 3 clusters Score -33068.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33070.617188 Penalty: 584.071228
	Iteration 5Q: 3 clusters Score -33070.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33073.207031 Penalty: 584.071228
	Iteration 6Q: 3 clusters Score -33073.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33076.316406 Penalty: 584.071228
	Iteration 7Q: 3 clusters Score -33076.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33081.917969 Penalty: 584.071228
	Iteration 8Q: 3 clusters Score -33081.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -33087.105469 Penalty: 584.071228
	Iteration 9Q: 3 clusters Score -33087.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33092.671875 Penalty: 584.071228
	Iteration 10Q: 3 clusters Score -33092.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33093.718750 Penalty: 584.071228
	Iteration 11Q: 3 clusters Score -33093.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33095.687500 Penalty: 584.071228
	Iteration 12Q: 3 clusters Score -33095.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33099.375000 Penalty: 584.071228
	Iteration 13Q: 3 clusters Score -33099.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33101.335938 Penalty: 584.071228
	Iteration 14Q: 3 clusters Score -33101.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33106.843750 Penalty: 584.071228
	Iteration 15Q: 3 clusters Score -33106.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33115.535156 Penalty: 584.071228
	Iteration 16Q: 3 clusters Score -33115.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -33122.207031 Penalty: 584.071228
	Iteration 17Q: 3 clusters Score -33122.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33126.187500 Penalty: 584.071228
	Iteration 18Q: 3 clusters Score -33126.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33128.058594 Penalty: 584.071228
	Iteration 19Q: 3 clusters Score -33128.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33128.761719 Penalty: 584.071228
	Iteration 20F: 3 clusters Score -33128.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33129.437500 Penalty: 584.071228
	Iteration 21Q: 3 clusters Score -33129.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33129.437500 Penalty: 584.071228
	Iteration 22F: 3 clusters Score -33129.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -7751.300293 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -7751.3 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 90 members 
Entering Unmasked Estep 
Score: -7484.318848 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -7484.319 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7560.541504 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -7560.542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7572.796387 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -7572.796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7575.549805 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -7575.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7579.545410 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -7579.545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7583.812500 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -7583.812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7585.679688 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -7585.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7585.679688 Penalty: 478.904785
	Iteration 7F: 3 clusters Score -7585.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6728.330078 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6728.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6497.221680 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -6497.222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6565.173828 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6565.174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6580.584473 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -6580.584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6587.881836 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6587.882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6590.900879 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6590.901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6592.282227 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6592.282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6594.706543 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -6594.707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6597.026367 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -6597.026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6611.222656 Penalty: 447.051605
	Iteration 8Q: 3 clusters Score -6611.223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6620.056152 Penalty: 447.051605
	Iteration 9Q: 3 clusters Score -6620.056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6623.002441 Penalty: 447.051605
	Iteration 10Q: 3 clusters Score -6623.002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6623.002441 Penalty: 447.051605
	Iteration 11F: 3 clusters Score -6623.002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -11958.148438 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -11958.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11647.947266 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -11647.95 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11756.283203 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -11756.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11791.659180 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -11791.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11805.767578 Penalty: 498.358154
	Iteration 3Q: 3 clusters Score -11805.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11807.941406 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -11807.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11809.690430 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -11809.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11810.718750 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -11810.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11816.040039 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -11816.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11823.931641 Penalty: 498.358154
	Iteration 8Q: 3 clusters Score -11823.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11832.081055 Penalty: 498.358154
	Iteration 9Q: 3 clusters Score -11832.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11836.304688 Penalty: 498.358154
	Iteration 10Q: 3 clusters Score -11836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11838.359375 Penalty: 498.358154
	Iteration 11Q: 3 clusters Score -11838.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11838.946289 Penalty: 498.358154
	Iteration 12Q: 3 clusters Score -11838.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11840.124023 Penalty: 498.358154
	Iteration 13Q: 3 clusters Score -11840.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11843.520508 Penalty: 498.358154
	Iteration 14Q: 3 clusters Score -11843.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11857.884766 Penalty: 498.358154
	Iteration 15Q: 3 clusters Score -11857.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11899.621094 Penalty: 498.358154
	Iteration 16Q: 3 clusters Score -11899.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11928.347656 Penalty: 498.358154
	Iteration 17Q: 3 clusters Score -11928.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11930.274414 Penalty: 498.358154
	Iteration 18Q: 3 clusters Score -11930.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11931.666016 Penalty: 498.358154
	Iteration 19Q: 3 clusters Score -11931.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11936.730469 Penalty: 498.358154
	Iteration 20F: 3 clusters Score -11936.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11938.148438 Penalty: 498.358154
	Iteration 21Q: 3 clusters Score -11938.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11938.148438 Penalty: 498.358154
	Iteration 22F: 3 clusters Score -11938.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -117949.195312 Penalty: 352.613770
	Iteration 0F: 2 clusters Score -117949.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -116295.070312 Penalty: 705.227539
	Iteration 0F: 3 clusters Score -116295.1 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -116844.367188 Penalty: 705.227539
	Iteration 1F: 3 clusters Score -116844.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -116952.703125 Penalty: 705.227539
	Iteration 2F: 3 clusters Score -116952.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -117067.507812 Penalty: 705.227539
	Iteration 3F: 3 clusters Score -117067.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -117179.093750 Penalty: 705.227539
	Iteration 4F: 3 clusters Score -117179.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -117295.023438 Penalty: 705.227539
	Iteration 5F: 3 clusters Score -117295 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -117380.468750 Penalty: 705.227539
	Iteration 6Q: 3 clusters Score -117380.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -117434.664062 Penalty: 705.227539
	Iteration 7Q: 3 clusters Score -117434.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -117468.765625 Penalty: 705.227539
	Iteration 8Q: 3 clusters Score -117468.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -117482.351562 Penalty: 705.227539
	Iteration 9Q: 3 clusters Score -117482.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -117493.085938 Penalty: 705.227539
	Iteration 10Q: 3 clusters Score -117493.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -117503.531250 Penalty: 705.227539
	Iteration 11Q: 3 clusters Score -117503.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -117516.460938 Penalty: 705.227539
	Iteration 12Q: 3 clusters Score -117516.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -117529.203125 Penalty: 705.227539
	Iteration 13Q: 3 clusters Score -117529.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -117536.945312 Penalty: 705.227539
	Iteration 14Q: 3 clusters Score -117536.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -117545.179688 Penalty: 705.227539
	Iteration 15Q: 3 clusters Score -117545.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -117560.210938 Penalty: 705.227539
	Iteration 16Q: 3 clusters Score -117560.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -117571.796875 Penalty: 705.227539
	Iteration 17Q: 3 clusters Score -117571.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -117583.031250 Penalty: 705.227539
	Iteration 18Q: 3 clusters Score -117583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -117593.734375 Penalty: 705.227539
	Iteration 19Q: 3 clusters Score -117593.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -117599.789062 Penalty: 705.227539
	Iteration 20F: 3 clusters Score -117599.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -117603.835938 Penalty: 705.227539
	Iteration 21Q: 3 clusters Score -117603.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -117609.101562 Penalty: 705.227539
	Iteration 22Q: 3 clusters Score -117609.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -117616.578125 Penalty: 705.227539
	Iteration 23Q: 3 clusters Score -117616.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -117624.437500 Penalty: 705.227539
	Iteration 24Q: 3 clusters Score -117624.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -117637.062500 Penalty: 705.227539
	Iteration 25Q: 3 clusters Score -117637.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -117649.226562 Penalty: 705.227539
	Iteration 26Q: 3 clusters Score -117649.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -117655.335938 Penalty: 705.227539
	Iteration 27Q: 3 clusters Score -117655.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -117662.710938 Penalty: 705.227539
	Iteration 28Q: 3 clusters Score -117662.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -117670.257812 Penalty: 705.227539
	Iteration 29Q: 3 clusters Score -117670.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -117672.500000 Penalty: 705.227539
	Iteration 30Q: 3 clusters Score -117672.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -117674.531250 Penalty: 705.227539
	Iteration 31Q: 3 clusters Score -117674.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -117675.070312 Penalty: 705.227539
	Iteration 32Q: 3 clusters Score -117675.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -117676.296875 Penalty: 705.227539
	Iteration 33Q: 3 clusters Score -117676.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -117677.335938 Penalty: 705.227539
	Iteration 34Q: 3 clusters Score -117677.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -117677.875000 Penalty: 705.227539
	Iteration 35Q: 3 clusters Score -117677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -117678.695312 Penalty: 705.227539
	Iteration 36Q: 3 clusters Score -117678.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -117679.312500 Penalty: 705.227539
	Iteration 37Q: 3 clusters Score -117679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -117679.468750 Penalty: 705.227539
	Iteration 38Q: 3 clusters Score -117679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -117679.468750 Penalty: 705.227539
	Iteration 39F: 3 clusters Score -117679.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -332495.625000 Penalty: 393.946808
	Iteration 0F: 2 clusters Score -332495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -328582.750000 Penalty: 787.893616
	Iteration 0F: 3 clusters Score -328582.8 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -329968.750000 Penalty: 787.893616
	Iteration 1F: 3 clusters Score -329968.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -330120.312500 Penalty: 787.893616
	Iteration 2F: 3 clusters Score -330120.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -330269.687500 Penalty: 787.893616
	Iteration 3F: 3 clusters Score -330269.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -330428.718750 Penalty: 787.893616
	Iteration 4F: 3 clusters Score -330428.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -330611.937500 Penalty: 787.893616
	Iteration 5F: 3 clusters Score -330611.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -330823.656250 Penalty: 787.893616
	Iteration 6F: 3 clusters Score -330823.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -331090.312500 Penalty: 787.893616
	Iteration 7F: 3 clusters Score -331090.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -331379.375000 Penalty: 787.893616
	Iteration 8F: 3 clusters Score -331379.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -331591.000000 Penalty: 787.893616
	Iteration 9Q: 3 clusters Score -331591 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -331767.781250 Penalty: 787.893616
	Iteration 10Q: 3 clusters Score -331767.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -331882.156250 Penalty: 787.893616
	Iteration 11Q: 3 clusters Score -331882.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -331953.625000 Penalty: 787.893616
	Iteration 12Q: 3 clusters Score -331953.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -332002.062500 Penalty: 787.893616
	Iteration 13Q: 3 clusters Score -332002.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -332053.906250 Penalty: 787.893616
	Iteration 14Q: 3 clusters Score -332053.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -332094.343750 Penalty: 787.893616
	Iteration 15Q: 3 clusters Score -332094.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -332120.125000 Penalty: 787.893616
	Iteration 16Q: 3 clusters Score -332120.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -332145.312500 Penalty: 787.893616
	Iteration 17Q: 3 clusters Score -332145.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -332157.562500 Penalty: 787.893616
	Iteration 18Q: 3 clusters Score -332157.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -332168.875000 Penalty: 787.893616
	Iteration 19Q: 3 clusters Score -332168.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -332172.500000 Penalty: 787.893616
	Iteration 20F: 3 clusters Score -332172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -332174.937500 Penalty: 787.893616
	Iteration 21Q: 3 clusters Score -332174.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -332176.218750 Penalty: 787.893616
	Iteration 22Q: 3 clusters Score -332176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -332176.625000 Penalty: 787.893616
	Iteration 23Q: 3 clusters Score -332176.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -332176.625000 Penalty: 787.893616
	Iteration 24F: 3 clusters Score -332176.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Entering Unmasked Estep 
Score: -377004.687500 Penalty: 403.230133
	Iteration 0F: 2 clusters Score -377004.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -372241.156250 Penalty: 806.460266
	Iteration 0F: 3 clusters Score -372241.2 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -374297.156250 Penalty: 806.460266
	Iteration 1F: 3 clusters Score -374297.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -374679.968750 Penalty: 806.460266
	Iteration 2F: 3 clusters Score -374680 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -375049.906250 Penalty: 806.460266
	Iteration 3F: 3 clusters Score -375049.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -375379.593750 Penalty: 806.460266
	Iteration 4F: 3 clusters Score -375379.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -375635.468750 Penalty: 806.460266
	Iteration 5F: 3 clusters Score -375635.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -375810.906250 Penalty: 806.460266
	Iteration 6Q: 3 clusters Score -375810.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -375946.937500 Penalty: 806.460266
	Iteration 7Q: 3 clusters Score -375946.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -376047.312500 Penalty: 806.460266
	Iteration 8Q: 3 clusters Score -376047.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -376115.750000 Penalty: 806.460266
	Iteration 9Q: 3 clusters Score -376115.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -376168.562500 Penalty: 806.460266
	Iteration 10Q: 3 clusters Score -376168.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -376210.625000 Penalty: 806.460266
	Iteration 11Q: 3 clusters Score -376210.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -376258.531250 Penalty: 806.460266
	Iteration 12Q: 3 clusters Score -376258.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -376301.218750 Penalty: 806.460266
	Iteration 13Q: 3 clusters Score -376301.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -376326.000000 Penalty: 806.460266
	Iteration 14Q: 3 clusters Score -376326 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -376350.843750 Penalty: 806.460266
	Iteration 15Q: 3 clusters Score -376350.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -376375.375000 Penalty: 806.460266
	Iteration 16Q: 3 clusters Score -376375.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -376400.156250 Penalty: 806.460266
	Iteration 17Q: 3 clusters Score -376400.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -376427.468750 Penalty: 806.460266
	Iteration 18Q: 3 clusters Score -376427.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -376454.531250 Penalty: 806.460266
	Iteration 19Q: 3 clusters Score -376454.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -376486.906250 Penalty: 806.460266
	Iteration 20F: 3 clusters Score -376486.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -376512.937500 Penalty: 806.460266
	Iteration 21Q: 3 clusters Score -376512.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -376536.156250 Penalty: 806.460266
	Iteration 22Q: 3 clusters Score -376536.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -376550.406250 Penalty: 806.460266
	Iteration 23Q: 3 clusters Score -376550.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -376568.750000 Penalty: 806.460266
	Iteration 24Q: 3 clusters Score -376568.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -376584.250000 Penalty: 806.460266
	Iteration 25Q: 3 clusters Score -376584.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -376601.125000 Penalty: 806.460266
	Iteration 26Q: 3 clusters Score -376601.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -376620.312500 Penalty: 806.460266
	Iteration 27Q: 3 clusters Score -376620.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -376642.687500 Penalty: 806.460266
	Iteration 28Q: 3 clusters Score -376642.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -376661.156250 Penalty: 806.460266
	Iteration 29Q: 3 clusters Score -376661.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -376674.125000 Penalty: 806.460266
	Iteration 30Q: 3 clusters Score -376674.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -376682.812500 Penalty: 806.460266
	Iteration 31Q: 3 clusters Score -376682.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -376689.125000 Penalty: 806.460266
	Iteration 32Q: 3 clusters Score -376689.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -376700.937500 Penalty: 806.460266
	Iteration 33Q: 3 clusters Score -376700.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -376715.062500 Penalty: 806.460266
	Iteration 34Q: 3 clusters Score -376715.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -376725.281250 Penalty: 806.460266
	Iteration 35Q: 3 clusters Score -376725.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -376733.625000 Penalty: 806.460266
	Iteration 36Q: 3 clusters Score -376733.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -376742.437500 Penalty: 806.460266
	Iteration 37Q: 3 clusters Score -376742.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -376751.125000 Penalty: 806.460266
	Iteration 38Q: 3 clusters Score -376751.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -376758.343750 Penalty: 806.460266
	Iteration 39Q: 3 clusters Score -376758.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -376763.843750 Penalty: 806.460266
	Iteration 40F: 3 clusters Score -376763.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -376767.875000 Penalty: 806.460266
	Iteration 41Q: 3 clusters Score -376767.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -376774.718750 Penalty: 806.460266
	Iteration 42Q: 3 clusters Score -376774.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -376780.843750 Penalty: 806.460266
	Iteration 43Q: 3 clusters Score -376780.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -376788.468750 Penalty: 806.460266
	Iteration 44Q: 3 clusters Score -376788.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -376793.906250 Penalty: 806.460266
	Iteration 45Q: 3 clusters Score -376793.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -376800.406250 Penalty: 806.460266
	Iteration 46Q: 3 clusters Score -376800.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -376809.250000 Penalty: 806.460266
	Iteration 47Q: 3 clusters Score -376809.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -376814.062500 Penalty: 806.460266
	Iteration 48Q: 3 clusters Score -376814.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -376815.125000 Penalty: 806.460266
	Iteration 49Q: 3 clusters Score -376815.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -376816.406250 Penalty: 806.460266
	Iteration 50Q: 3 clusters Score -376816.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -376820.125000 Penalty: 806.460266
	Iteration 51Q: 3 clusters Score -376820.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -376822.187500 Penalty: 806.460266
	Iteration 52Q: 3 clusters Score -376822.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -376824.656250 Penalty: 806.460266
	Iteration 53Q: 3 clusters Score -376824.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -376827.687500 Penalty: 806.460266
	Iteration 54Q: 3 clusters Score -376827.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -376829.000000 Penalty: 806.460266
	Iteration 55Q: 3 clusters Score -376829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -376831.093750 Penalty: 806.460266
	Iteration 56Q: 3 clusters Score -376831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -376831.437500 Penalty: 806.460266
	Iteration 57Q: 3 clusters Score -376831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -376831.875000 Penalty: 806.460266
	Iteration 58Q: 3 clusters Score -376831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -376832.250000 Penalty: 806.460266
	Iteration 59Q: 3 clusters Score -376832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -376832.250000 Penalty: 806.460266
	Iteration 60F: 3 clusters Score -376832.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -22041.931641 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -22041.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21634.484375 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -21634.48 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21826.599609 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -21826.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21918.916016 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -21918.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22014.224609 Penalty: 567.509644
	Iteration 3F: 3 clusters Score -22014.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22057.484375 Penalty: 567.509644
	Iteration 4F: 3 clusters Score -22057.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22072.287109 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -22072.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22092.523438 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -22092.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22100.000000 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -22100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22100.808594 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -22100.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22101.605469 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -22101.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22101.845703 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -22101.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22102.240234 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -22102.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22102.240234 Penalty: 567.509644
	Iteration 12F: 3 clusters Score -22102.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 411 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 286 members 
Mstep: Class 63 contains 100 members 
Entering Unmasked Estep 
Score: -10140552.000000 Penalty: 34822.132812
Splitting cluster 28 changes total score from -10140763.000000 to -10140552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -38374.179688 Penalty: 295.120300
	Iteration 0F: 2 clusters Score -38374.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37763.125000 Penalty: 590.240601
	Iteration 0F: 3 clusters Score -37763.12 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -37926.632812 Penalty: 590.240601
	Iteration 1F: 3 clusters Score -37926.63 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -37993.406250 Penalty: 590.240601
	Iteration 2F: 3 clusters Score -37993.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -38048.800781 Penalty: 590.240601
	Iteration 3F: 3 clusters Score -38048.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -38086.546875 Penalty: 590.240601
	Iteration 4F: 3 clusters Score -38086.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -38105.855469 Penalty: 590.240601
	Iteration 5Q: 3 clusters Score -38105.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -38119.218750 Penalty: 590.240601
	Iteration 6Q: 3 clusters Score -38119.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -38131.433594 Penalty: 590.240601
	Iteration 7Q: 3 clusters Score -38131.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -38135.484375 Penalty: 590.240601
	Iteration 8Q: 3 clusters Score -38135.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -38138.128906 Penalty: 590.240601
	Iteration 9Q: 3 clusters Score -38138.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -38139.085938 Penalty: 590.240601
	Iteration 10Q: 3 clusters Score -38139.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -38142.710938 Penalty: 590.240601
	Iteration 11Q: 3 clusters Score -38142.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -38144.011719 Penalty: 590.240601
	Iteration 12Q: 3 clusters Score -38144.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -38148.367188 Penalty: 590.240601
	Iteration 13Q: 3 clusters Score -38148.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -38152.917969 Penalty: 590.240601
	Iteration 14Q: 3 clusters Score -38152.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -38157.347656 Penalty: 590.240601
	Iteration 15Q: 3 clusters Score -38157.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -38159.660156 Penalty: 590.240601
	Iteration 16Q: 3 clusters Score -38159.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -38161.601562 Penalty: 590.240601
	Iteration 17Q: 3 clusters Score -38161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -38164.105469 Penalty: 590.240601
	Iteration 18Q: 3 clusters Score -38164.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -38166.109375 Penalty: 590.240601
	Iteration 19Q: 3 clusters Score -38166.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -38166.863281 Penalty: 590.240601
	Iteration 20F: 3 clusters Score -38166.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -38167.269531 Penalty: 590.240601
	Iteration 21Q: 3 clusters Score -38167.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -38167.269531 Penalty: 590.240601
	Iteration 22F: 3 clusters Score -38167.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -33119.675781 Penalty: 296.688263
	Iteration 0F: 2 clusters Score -33119.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -32526.332031 Penalty: 593.376526
	Iteration 0F: 3 clusters Score -32526.33 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -32777.636719 Penalty: 593.376526
	Iteration 1F: 3 clusters Score -32777.64 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -32910.277344 Penalty: 593.376526
	Iteration 2F: 3 clusters Score -32910.28 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -32994.804688 Penalty: 593.376526
	Iteration 3F: 3 clusters Score -32994.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -33030.597656 Penalty: 593.376526
	Iteration 4Q: 3 clusters Score -33030.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -33070.421875 Penalty: 593.376526
	Iteration 5Q: 3 clusters Score -33070.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33095.855469 Penalty: 593.376526
	Iteration 6Q: 3 clusters Score -33095.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -33106.949219 Penalty: 593.376526
	Iteration 7Q: 3 clusters Score -33106.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33118.218750 Penalty: 593.376526
	Iteration 8Q: 3 clusters Score -33118.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33126.191406 Penalty: 593.376526
	Iteration 9Q: 3 clusters Score -33126.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33133.789062 Penalty: 593.376526
	Iteration 10Q: 3 clusters Score -33133.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33138.699219 Penalty: 593.376526
	Iteration 11Q: 3 clusters Score -33138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -33146.867188 Penalty: 593.376526
	Iteration 12Q: 3 clusters Score -33146.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -33154.988281 Penalty: 593.376526
	Iteration 13Q: 3 clusters Score -33154.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33161.171875 Penalty: 593.376526
	Iteration 14Q: 3 clusters Score -33161.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33167.972656 Penalty: 593.376526
	Iteration 15Q: 3 clusters Score -33167.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -33171.792969 Penalty: 593.376526
	Iteration 16Q: 3 clusters Score -33171.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33176.015625 Penalty: 593.376526
	Iteration 17Q: 3 clusters Score -33176.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33179.617188 Penalty: 593.376526
	Iteration 18Q: 3 clusters Score -33179.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33180.871094 Penalty: 593.376526
	Iteration 19Q: 3 clusters Score -33180.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33181.824219 Penalty: 593.376526
	Iteration 20F: 3 clusters Score -33181.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33182.144531 Penalty: 593.376526
	Iteration 21Q: 3 clusters Score -33182.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33183.578125 Penalty: 593.376526
	Iteration 22Q: 3 clusters Score -33183.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33184.449219 Penalty: 593.376526
	Iteration 23Q: 3 clusters Score -33184.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33185.699219 Penalty: 593.376526
	Iteration 24Q: 3 clusters Score -33185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33187.257812 Penalty: 593.376526
	Iteration 25Q: 3 clusters Score -33187.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33187.257812 Penalty: 593.376526
	Iteration 26F: 3 clusters Score -33187.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 286 members 
Mstep: Class 63 contains 277 members 
Entering Unmasked Estep 
Score: -10140577.000000 Penalty: 34822.132812
Splitting cluster 30 changes total score from -10140763.000000 to -10140577.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -12313.486328 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -12313.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12006.108398 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -12006.11 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12083.659180 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -12083.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12111.993164 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -12111.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12132.262695 Penalty: 490.405548
	Iteration 3F: 3 clusters Score -12132.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12145.238281 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -12145.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12152.115234 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -12152.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12155.806641 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -12155.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12162.336914 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -12162.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12162.524414 Penalty: 490.405548
	Iteration 8Q: 3 clusters Score -12162.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12163.855469 Penalty: 490.405548
	Iteration 9Q: 3 clusters Score -12163.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12166.697266 Penalty: 490.405548
	Iteration 10Q: 3 clusters Score -12166.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12167.629883 Penalty: 490.405548
	Iteration 11Q: 3 clusters Score -12167.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12167.629883 Penalty: 490.405548
	Iteration 12F: 3 clusters Score -12167.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -38767.593750 Penalty: 300.602600
	Iteration 0F: 2 clusters Score -38767.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -38126.636719 Penalty: 601.205200
	Iteration 0F: 3 clusters Score -38126.64 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38433.390625 Penalty: 601.205200
	Iteration 1F: 3 clusters Score -38433.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -38492.343750 Penalty: 601.205200
	Iteration 2F: 3 clusters Score -38492.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38521.632812 Penalty: 601.205200
	Iteration 3Q: 3 clusters Score -38521.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -38549.261719 Penalty: 601.205200
	Iteration 4Q: 3 clusters Score -38549.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38585.843750 Penalty: 601.205200
	Iteration 5Q: 3 clusters Score -38585.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -38623.855469 Penalty: 601.205200
	Iteration 6Q: 3 clusters Score -38623.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38643.250000 Penalty: 601.205200
	Iteration 7Q: 3 clusters Score -38643.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38658.972656 Penalty: 601.205200
	Iteration 8Q: 3 clusters Score -38658.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -38665.941406 Penalty: 601.205200
	Iteration 9Q: 3 clusters Score -38665.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -38666.371094 Penalty: 601.205200
	Iteration 10Q: 3 clusters Score -38666.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38668.312500 Penalty: 601.205200
	Iteration 11Q: 3 clusters Score -38668.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38674.476562 Penalty: 601.205200
	Iteration 12Q: 3 clusters Score -38674.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38680.996094 Penalty: 601.205200
	Iteration 13Q: 3 clusters Score -38681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38683.074219 Penalty: 601.205200
	Iteration 14Q: 3 clusters Score -38683.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38683.566406 Penalty: 601.205200
	Iteration 15Q: 3 clusters Score -38683.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38683.667969 Penalty: 601.205200
	Iteration 16Q: 3 clusters Score -38683.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38683.667969 Penalty: 601.205200
	Iteration 17F: 3 clusters Score -38683.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -6470.953125 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -6470.953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6268.184082 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -6268.184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6326.961426 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -6326.961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6347.768066 Penalty: 439.376556
	Iteration 2Q: 3 clusters Score -6347.768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6347.768066 Penalty: 439.376556
	Iteration 3F: 3 clusters Score -6347.768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -29280.923828 Penalty: 287.758331
	Iteration 0F: 2 clusters Score -29280.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28760.546875 Penalty: 575.516663
	Iteration 0F: 3 clusters Score -28760.55 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28962.373047 Penalty: 575.516663
	Iteration 1F: 3 clusters Score -28962.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29008.902344 Penalty: 575.516663
	Iteration 2F: 3 clusters Score -29008.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29037.724609 Penalty: 575.516663
	Iteration 3Q: 3 clusters Score -29037.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29069.279297 Penalty: 575.516663
	Iteration 4Q: 3 clusters Score -29069.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29098.138672 Penalty: 575.516663
	Iteration 5Q: 3 clusters Score -29098.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29110.556641 Penalty: 575.516663
	Iteration 6Q: 3 clusters Score -29110.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29130.056641 Penalty: 575.516663
	Iteration 7Q: 3 clusters Score -29130.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -29143.169922 Penalty: 575.516663
	Iteration 8Q: 3 clusters Score -29143.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29154.281250 Penalty: 575.516663
	Iteration 9Q: 3 clusters Score -29154.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29159.943359 Penalty: 575.516663
	Iteration 10Q: 3 clusters Score -29159.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29162.494141 Penalty: 575.516663
	Iteration 11Q: 3 clusters Score -29162.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29164.287109 Penalty: 575.516663
	Iteration 12Q: 3 clusters Score -29164.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29164.423828 Penalty: 575.516663
	Iteration 13Q: 3 clusters Score -29164.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29164.423828 Penalty: 575.516663
	Iteration 14F: 3 clusters Score -29164.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -34786.003906 Penalty: 290.755951
	Iteration 0F: 2 clusters Score -34786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34236.546875 Penalty: 581.511902
	Iteration 0F: 3 clusters Score -34236.55 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34366.781250 Penalty: 581.511902
	Iteration 1F: 3 clusters Score -34366.78 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34405.132812 Penalty: 581.511902
	Iteration 2F: 3 clusters Score -34405.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34426.394531 Penalty: 581.511902
	Iteration 3Q: 3 clusters Score -34426.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34438.187500 Penalty: 581.511902
	Iteration 4Q: 3 clusters Score -34438.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34447.230469 Penalty: 581.511902
	Iteration 5Q: 3 clusters Score -34447.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34455.625000 Penalty: 581.511902
	Iteration 6Q: 3 clusters Score -34455.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34462.082031 Penalty: 581.511902
	Iteration 7Q: 3 clusters Score -34462.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34469.953125 Penalty: 581.511902
	Iteration 8Q: 3 clusters Score -34469.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -34478.273438 Penalty: 581.511902
	Iteration 9Q: 3 clusters Score -34478.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34483.339844 Penalty: 581.511902
	Iteration 10Q: 3 clusters Score -34483.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34488.281250 Penalty: 581.511902
	Iteration 11Q: 3 clusters Score -34488.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34491.332031 Penalty: 581.511902
	Iteration 12Q: 3 clusters Score -34491.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34493.640625 Penalty: 581.511902
	Iteration 13Q: 3 clusters Score -34493.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34499.171875 Penalty: 581.511902
	Iteration 14Q: 3 clusters Score -34499.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34502.667969 Penalty: 581.511902
	Iteration 15Q: 3 clusters Score -34502.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34506.695312 Penalty: 581.511902
	Iteration 16Q: 3 clusters Score -34506.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -34508.324219 Penalty: 581.511902
	Iteration 17Q: 3 clusters Score -34508.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -34508.324219 Penalty: 581.511902
	Iteration 18F: 3 clusters Score -34508.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -5202.505859 Penalty: 246.229889
	Iteration 0F: 2 clusters Score -5202.506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4919.807617 Penalty: 492.459778
	Iteration 0F: 3 clusters Score -4919.808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5010.325684 Penalty: 492.459778
	Iteration 1F: 3 clusters Score -5010.326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5055.848633 Penalty: 492.459778
	Iteration 2F: 3 clusters Score -5055.849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5111.294922 Penalty: 492.459778
	Iteration 3F: 3 clusters Score -5111.295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5152.601562 Penalty: 492.459778
	Iteration 4F: 3 clusters Score -5152.602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5196.518555 Penalty: 492.459778
	Iteration 5F: 3 clusters Score -5196.519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5243.782227 Penalty: 492.459778
	Iteration 6Q: 3 clusters Score -5243.782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5259.976074 Penalty: 492.459778
	Iteration 7Q: 3 clusters Score -5259.976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5269.784180 Penalty: 492.459778
	Iteration 8Q: 3 clusters Score -5269.784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5286.729004 Penalty: 492.459778
	Iteration 9Q: 3 clusters Score -5286.729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5295.914062 Penalty: 492.459778
	Iteration 10Q: 3 clusters Score -5295.914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5297.892090 Penalty: 492.459778
	Iteration 11Q: 3 clusters Score -5297.892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5299.344727 Penalty: 492.459778
	Iteration 12Q: 3 clusters Score -5299.345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5304.377930 Penalty: 492.459778
	Iteration 13Q: 3 clusters Score -5304.378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5309.139160 Penalty: 492.459778
	Iteration 14Q: 3 clusters Score -5309.139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5310.629883 Penalty: 492.459778
	Iteration 15Q: 3 clusters Score -5310.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5310.629883 Penalty: 492.459778
	Iteration 16F: 3 clusters Score -5310.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 91 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 286 members 
Mstep: Class 63 contains 133 members 
Entering Unmasked Estep 
Score: -10140563.000000 Penalty: 34822.132812
Splitting cluster 36 changes total score from -10140763.000000 to -10140563.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6973.398926 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6973.399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6741.826660 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6741.827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6826.868164 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6826.868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6838.240234 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6838.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6843.747070 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -6843.747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6845.587891 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6845.588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6845.587891 Penalty: 448.380096
	Iteration 5F: 3 clusters Score -6845.588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -9462.031250 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -9462.031 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 97 members 
Entering Unmasked Estep 
Score: -9203.347656 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -9203.348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9286.289062 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -9286.289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9310.827148 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -9310.827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9314.480469 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -9314.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9314.808594 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -9314.809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9314.808594 Penalty: 470.514038
	Iteration 5F: 3 clusters Score -9314.809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -4621.661621 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -4621.662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4423.886719 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -4423.887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4458.948242 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -4458.948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4486.613281 Penalty: 403.204315
	Iteration 2F: 3 clusters Score -4486.613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4495.019043 Penalty: 403.204315
	Iteration 3Q: 3 clusters Score -4495.019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4495.019043 Penalty: 403.204315
	Iteration 4F: 3 clusters Score -4495.019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6108.183594 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6108.184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5868.781738 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -5868.782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5925.597168 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -5925.597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5948.158203 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -5948.158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5956.771973 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -5956.772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5959.692871 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -5959.693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5960.121094 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -5960.121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5960.121094 Penalty: 442.945648
	Iteration 6F: 3 clusters Score -5960.121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -21425.273438 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -21425.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21015.693359 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -21015.69 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21149.890625 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -21149.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21225.451172 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -21225.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21274.462891 Penalty: 541.271179
	Iteration 3F: 3 clusters Score -21274.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21296.281250 Penalty: 541.271179
	Iteration 4F: 3 clusters Score -21296.28 nChanged 13
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: -21306.523438 Penalty: 541.271179
	Iteration 5Q: 3 clusters Score -21306.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21309.310547 Penalty: 541.271179
	Iteration 6Q: 3 clusters Score -21309.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21311.902344 Penalty: 541.271179
	Iteration 7Q: 3 clusters Score -21311.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21315.720703 Penalty: 541.271179
	Iteration 8Q: 3 clusters Score -21315.72 nChanged 1
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: -21316.687500 Penalty: 541.271179
	Iteration 9Q: 3 clusters Score -21316.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21317.513672 Penalty: 541.271179
	Iteration 10Q: 3 clusters Score -21317.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21318.093750 Penalty: 541.271179
	Iteration 11Q: 3 clusters Score -21318.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21318.279297 Penalty: 541.271179
	Iteration 12Q: 3 clusters Score -21318.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21318.279297 Penalty: 541.271179
	Iteration 13F: 3 clusters Score -21318.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -65517.316406 Penalty: 323.869751
	Iteration 0F: 2 clusters Score -65517.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -64574.242188 Penalty: 647.739502
	Iteration 0F: 3 clusters Score -64574.24 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -64924.210938 Penalty: 647.739502
	Iteration 1F: 3 clusters Score -64924.21 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -65020.039062 Penalty: 647.739502
	Iteration 2F: 3 clusters Score -65020.04 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -65157.589844 Penalty: 647.739502
	Iteration 3F: 3 clusters Score -65157.59 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -65229.359375 Penalty: 647.739502
	Iteration 4F: 3 clusters Score -65229.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -65254.339844 Penalty: 647.739502
	Iteration 5Q: 3 clusters Score -65254.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -65270.015625 Penalty: 647.739502
	Iteration 6Q: 3 clusters Score -65270.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -65287.839844 Penalty: 647.739502
	Iteration 7Q: 3 clusters Score -65287.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -65317.503906 Penalty: 647.739502
	Iteration 8Q: 3 clusters Score -65317.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -65325.355469 Penalty: 647.739502
	Iteration 9Q: 3 clusters Score -65325.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -65328.156250 Penalty: 647.739502
	Iteration 10Q: 3 clusters Score -65328.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -65329.046875 Penalty: 647.739502
	Iteration 11Q: 3 clusters Score -65329.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -65329.414062 Penalty: 647.739502
	Iteration 12Q: 3 clusters Score -65329.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -65329.929688 Penalty: 647.739502
	Iteration 13Q: 3 clusters Score -65329.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -65329.929688 Penalty: 647.739502
	Iteration 14F: 3 clusters Score -65329.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -4674.947754 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -4674.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4487.215820 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -4487.216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4530.138672 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -4530.139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4565.775879 Penalty: 426.912689
	Iteration 2F: 3 clusters Score -4565.776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4571.999512 Penalty: 426.912689
	Iteration 3Q: 3 clusters Score -4572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4571.999512 Penalty: 426.912689
	Iteration 4F: 3 clusters Score -4572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -8267.995117 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -8267.995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7973.158203 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -7973.158 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8043.459473 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -8043.459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8064.367188 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -8064.367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8070.097168 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -8070.097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8072.827637 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -8072.828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8076.182129 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -8076.182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8077.642090 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -8077.642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8077.642090 Penalty: 492.865143
	Iteration 7F: 3 clusters Score -8077.642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -29842.121094 Penalty: 293.280243
	Iteration 0F: 2 clusters Score -29842.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29250.628906 Penalty: 586.560486
	Iteration 0F: 3 clusters Score -29250.63 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -29423.990234 Penalty: 586.560486
	Iteration 1F: 3 clusters Score -29423.99 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29468.455078 Penalty: 586.560486
	Iteration 2F: 3 clusters Score -29468.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29481.367188 Penalty: 586.560486
	Iteration 3Q: 3 clusters Score -29481.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -29490.292969 Penalty: 586.560486
	Iteration 4Q: 3 clusters Score -29490.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29502.292969 Penalty: 586.560486
	Iteration 5Q: 3 clusters Score -29502.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -29510.878906 Penalty: 586.560486
	Iteration 6Q: 3 clusters Score -29510.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -29516.330078 Penalty: 586.560486
	Iteration 7Q: 3 clusters Score -29516.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -29520.763672 Penalty: 586.560486
	Iteration 8Q: 3 clusters Score -29520.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -29527.496094 Penalty: 586.560486
	Iteration 9Q: 3 clusters Score -29527.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -29531.179688 Penalty: 586.560486
	Iteration 10Q: 3 clusters Score -29531.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -29537.671875 Penalty: 586.560486
	Iteration 11Q: 3 clusters Score -29537.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -29539.333984 Penalty: 586.560486
	Iteration 12Q: 3 clusters Score -29539.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29540.794922 Penalty: 586.560486
	Iteration 13Q: 3 clusters Score -29540.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -29541.304688 Penalty: 586.560486
	Iteration 14Q: 3 clusters Score -29541.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -29542.119141 Penalty: 586.560486
	Iteration 15Q: 3 clusters Score -29542.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -29543.335938 Penalty: 586.560486
	Iteration 16Q: 3 clusters Score -29543.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -29543.335938 Penalty: 586.560486
	Iteration 17F: 3 clusters Score -29543.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12413.489258 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -12413.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12112.026367 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -12112.03 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12223.783203 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -12223.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12304.341797 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -12304.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12350.237305 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -12350.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12363.866211 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -12363.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12379.576172 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -12379.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12379.576172 Penalty: 497.976624
	Iteration 6F: 3 clusters Score -12379.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -9162.408203 Penalty: 231.485641
	Iteration 0F: 2 clusters Score -9162.408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8905.649414 Penalty: 462.971283
	Iteration 0F: 3 clusters Score -8905.649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8954.141602 Penalty: 462.971283
	Iteration 1F: 3 clusters Score -8954.142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8968.599609 Penalty: 462.971283
	Iteration 2F: 3 clusters Score -8968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8972.761719 Penalty: 462.971283
	Iteration 3Q: 3 clusters Score -8972.762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8979.029297 Penalty: 462.971283
	Iteration 4Q: 3 clusters Score -8979.029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8984.248047 Penalty: 462.971283
	Iteration 5Q: 3 clusters Score -8984.248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8986.403320 Penalty: 462.971283
	Iteration 6Q: 3 clusters Score -8986.403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8989.567383 Penalty: 462.971283
	Iteration 7Q: 3 clusters Score -8989.567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8991.420898 Penalty: 462.971283
	Iteration 8Q: 3 clusters Score -8991.421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8991.420898 Penalty: 462.971283
	Iteration 9F: 3 clusters Score -8991.421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -23913.816406 Penalty: 271.923950
	Iteration 0F: 2 clusters Score -23913.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23484.251953 Penalty: 543.847900
	Iteration 0F: 3 clusters Score -23484.25 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23703.423828 Penalty: 543.847900
	Iteration 1F: 3 clusters Score -23703.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23815.339844 Penalty: 543.847900
	Iteration 2F: 3 clusters Score -23815.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23874.742188 Penalty: 543.847900
	Iteration 3F: 3 clusters Score -23874.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23939.216797 Penalty: 543.847900
	Iteration 4F: 3 clusters Score -23939.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23980.621094 Penalty: 543.847900
	Iteration 5Q: 3 clusters Score -23980.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24013.742188 Penalty: 543.847900
	Iteration 6Q: 3 clusters Score -24013.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24027.937500 Penalty: 543.847900
	Iteration 7Q: 3 clusters Score -24027.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24036.880859 Penalty: 543.847900
	Iteration 8Q: 3 clusters Score -24036.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24062.449219 Penalty: 543.847900
	Iteration 9Q: 3 clusters Score -24062.45 nChanged 6
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: -24077.818359 Penalty: 543.847900
	Iteration 10Q: 3 clusters Score -24077.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24080.316406 Penalty: 543.847900
	Iteration 11Q: 3 clusters Score -24080.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24083.816406 Penalty: 543.847900
	Iteration 12Q: 3 clusters Score -24083.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24087.296875 Penalty: 543.847900
	Iteration 13Q: 3 clusters Score -24087.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24088.146484 Penalty: 543.847900
	Iteration 14Q: 3 clusters Score -24088.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24089.238281 Penalty: 543.847900
	Iteration 15Q: 3 clusters Score -24089.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24089.238281 Penalty: 543.847900
	Iteration 16F: 3 clusters Score -24089.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 265 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 286 members 
Mstep: Class 63 contains 129 members 
Entering Unmasked Estep 
Score: -10140654.000000 Penalty: 34822.132812
Splitting cluster 48 changes total score from -10140763.000000 to -10140654.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12317.038086 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12317.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12042.763672 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -12042.76 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12158.570312 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12158.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12197.916992 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -12197.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12231.864258 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -12231.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12287.392578 Penalty: 503.538452
	Iteration 4F: 3 clusters Score -12287.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12300.233398 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -12300.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12308.101562 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -12308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12309.114258 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -12309.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12311.680664 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -12311.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12317.958008 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -12317.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12328.889648 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -12328.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12331.133789 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -12331.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12333.779297 Penalty: 503.538452
	Iteration 12Q: 3 clusters Score -12333.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12335.603516 Penalty: 503.538452
	Iteration 13Q: 3 clusters Score -12335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12349.588867 Penalty: 503.538452
	Iteration 14Q: 3 clusters Score -12349.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12405.647461 Penalty: 503.538452
	Iteration 15Q: 3 clusters Score -12405.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12503.195312 Penalty: 503.538452
	Iteration 16Q: 3 clusters Score -12503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12504.700195 Penalty: 503.538452
	Iteration 17Q: 3 clusters Score -12504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12506.354492 Penalty: 503.538452
	Iteration 18Q: 3 clusters Score -12506.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12507.713867 Penalty: 503.538452
	Iteration 19Q: 3 clusters Score -12507.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12509.568359 Penalty: 503.538452
	Iteration 20F: 3 clusters Score -12509.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12518.430664 Penalty: 503.538452
	Iteration 21Q: 3 clusters Score -12518.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12521.165039 Penalty: 503.538452
	Iteration 22Q: 3 clusters Score -12521.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12522.431641 Penalty: 503.538452
	Iteration 23Q: 3 clusters Score -12522.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12522.431641 Penalty: 503.538452
	Iteration 24F: 3 clusters Score -12522.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 111 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 286 members 
Mstep: Class 63 contains 142 members 
Entering Unmasked Estep 
Score: -10140668.000000 Penalty: 34822.132812
Splitting cluster 49 changes total score from -10140763.000000 to -10140668.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -11097.710938 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -11097.71 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 87 members 
Entering Unmasked Estep 
Score: -10792.980469 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -10792.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10847.881836 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10847.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10869.021484 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -10869.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10885.075195 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -10885.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10896.652344 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -10896.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10902.247070 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -10902.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10909.435547 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -10909.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10915.113281 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -10915.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10918.023438 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -10918.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10921.211914 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -10921.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10921.211914 Penalty: 480.771515
	Iteration 10F: 3 clusters Score -10921.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6856.939453 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6856.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6621.407227 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -6621.407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6685.221680 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -6685.222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6697.271484 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -6697.271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6702.021973 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -6702.022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6705.790039 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -6705.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6708.425781 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -6708.426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6708.425781 Penalty: 440.821045
	Iteration 6F: 3 clusters Score -6708.426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -19129.720703 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -19129.72 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 176 members 
Entering Unmasked Estep 
Score: -18734.156250 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -18734.16 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18873.769531 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -18873.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18937.730469 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -18937.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18967.343750 Penalty: 536.640991
	Iteration 3Q: 3 clusters Score -18967.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18976.195312 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -18976.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18983.757812 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -18983.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18988.187500 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -18988.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18988.187500 Penalty: 536.640991
	Iteration 7F: 3 clusters Score -18988.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -9080.443359 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -9080.443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8821.649414 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -8821.649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8912.302734 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -8912.303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8935.366211 Penalty: 460.696136
	Iteration 2F: 3 clusters Score -8935.366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8936.979492 Penalty: 460.696136
	Iteration 3Q: 3 clusters Score -8936.979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8936.979492 Penalty: 460.696136
	Iteration 4F: 3 clusters Score -8936.979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -111759.117188 Penalty: 348.855682
	Iteration 0F: 2 clusters Score -111759.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -110243.570312 Penalty: 697.711365
	Iteration 0F: 3 clusters Score -110243.6 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -110892.601562 Penalty: 697.711365
	Iteration 1F: 3 clusters Score -110892.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -111026.757812 Penalty: 697.711365
	Iteration 2F: 3 clusters Score -111026.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -111105.703125 Penalty: 697.711365
	Iteration 3F: 3 clusters Score -111105.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -111171.882812 Penalty: 697.711365
	Iteration 4Q: 3 clusters Score -111171.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -111224.593750 Penalty: 697.711365
	Iteration 5Q: 3 clusters Score -111224.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -111287.125000 Penalty: 697.711365
	Iteration 6Q: 3 clusters Score -111287.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -111340.828125 Penalty: 697.711365
	Iteration 7Q: 3 clusters Score -111340.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -111386.093750 Penalty: 697.711365
	Iteration 8Q: 3 clusters Score -111386.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -111412.070312 Penalty: 697.711365
	Iteration 9Q: 3 clusters Score -111412.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -111431.250000 Penalty: 697.711365
	Iteration 10Q: 3 clusters Score -111431.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -111451.195312 Penalty: 697.711365
	Iteration 11Q: 3 clusters Score -111451.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -111471.679688 Penalty: 697.711365
	Iteration 12Q: 3 clusters Score -111471.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -111499.445312 Penalty: 697.711365
	Iteration 13Q: 3 clusters Score -111499.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -111522.039062 Penalty: 697.711365
	Iteration 14Q: 3 clusters Score -111522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -111550.585938 Penalty: 697.711365
	Iteration 15Q: 3 clusters Score -111550.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -111562.914062 Penalty: 697.711365
	Iteration 16Q: 3 clusters Score -111562.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -111570.328125 Penalty: 697.711365
	Iteration 17Q: 3 clusters Score -111570.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -111575.421875 Penalty: 697.711365
	Iteration 18Q: 3 clusters Score -111575.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -111582.492188 Penalty: 697.711365
	Iteration 19Q: 3 clusters Score -111582.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -111588.632812 Penalty: 697.711365
	Iteration 20F: 3 clusters Score -111588.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -111592.429688 Penalty: 697.711365
	Iteration 21Q: 3 clusters Score -111592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -111595.453125 Penalty: 697.711365
	Iteration 22Q: 3 clusters Score -111595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -111596.398438 Penalty: 697.711365
	Iteration 23Q: 3 clusters Score -111596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -111596.804688 Penalty: 697.711365
	Iteration 24Q: 3 clusters Score -111596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -111597.210938 Penalty: 697.711365
	Iteration 25Q: 3 clusters Score -111597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -111597.210938 Penalty: 697.711365
	Iteration 26F: 3 clusters Score -111597.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -16455.927734 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -16455.93 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 192 members 
Entering Unmasked Estep 
Score: -16120.404297 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -16120.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16392.121094 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -16392.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16442.564453 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -16442.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16478.876953 Penalty: 535.128540
	Iteration 3Q: 3 clusters Score -16478.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16507.697266 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -16507.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16517.642578 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -16517.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16532.748047 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -16532.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16537.496094 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -16537.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16537.496094 Penalty: 535.128540
	Iteration 8F: 3 clusters Score -16537.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 121 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 286 members 
Mstep: Class 63 contains 237 members 
Entering Unmasked Estep 
Score: -10140564.000000 Penalty: 34822.132812
Splitting cluster 55 changes total score from -10140763.000000 to -10140564.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (86 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Entering Unmasked Estep 
Score: -4036.847656 Penalty: 202.672791
	Iteration 0F: 2 clusters Score -4036.848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3850.686768 Penalty: 405.345581
	Iteration 0F: 3 clusters Score -3850.687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3884.204102 Penalty: 405.345581
	Iteration 1F: 3 clusters Score -3884.204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3885.482422 Penalty: 405.345581
	Iteration 2Q: 3 clusters Score -3885.482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3885.482422 Penalty: 405.345581
	Iteration 3F: 3 clusters Score -3885.482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -18299.169922 Penalty: 264.133636
	Iteration 0F: 2 clusters Score -18299.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17939.193359 Penalty: 528.267273
	Iteration 0F: 3 clusters Score -17939.19 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18105.207031 Penalty: 528.267273
	Iteration 1F: 3 clusters Score -18105.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18199.572266 Penalty: 528.267273
	Iteration 2F: 3 clusters Score -18199.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18225.970703 Penalty: 528.267273
	Iteration 3Q: 3 clusters Score -18225.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18260.175781 Penalty: 528.267273
	Iteration 4Q: 3 clusters Score -18260.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18303.281250 Penalty: 528.267273
	Iteration 5F: 3 clusters Score -18303.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18335.312500 Penalty: 528.267273
	Iteration 6F: 3 clusters Score -18335.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18354.912109 Penalty: 528.267273
	Iteration 7Q: 3 clusters Score -18354.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18368.855469 Penalty: 528.267273
	Iteration 8Q: 3 clusters Score -18368.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18372.089844 Penalty: 528.267273
	Iteration 9Q: 3 clusters Score -18372.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18372.089844 Penalty: 528.267273
	Iteration 10F: 3 clusters Score -18372.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 69 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 58 members 
Mstep: Class 20 contains 99373 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 239 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 7060 members 
Mstep: Class 28 contains 511 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 176 members 
Mstep: Class 39 contains 84 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 1234 members 
Mstep: Class 43 contains 109 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 253 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 158 members 
Mstep: Class 54 contains 2137 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 86 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 116 members 
Mstep: Class 60 contains 200 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 286 members 
Mstep: Class 63 contains 212 members 
Entering Unmasked Estep 
Score: -10140549.000000 Penalty: 34822.132812
Splitting cluster 57 changes total score from -10140763.000000 to -10140549.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -18214.972656 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -18214.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17849.212891 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -17849.21 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17953.324219 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -17953.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17970.974609 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -17970.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17973.177734 Penalty: 523.484131
	Iteration 3Q: 3 clusters Score -17973.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17978.718750 Penalty: 523.484131
	Iteration 4Q: 3 clusters Score -17978.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17982.445312 Penalty: 523.484131
	Iteration 5Q: 3 clusters Score -17982.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17984.083984 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -17984.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17984.083984 Penalty: 523.484131
	Iteration 7F: 3 clusters Score -17984.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -4858.268066 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -4858.268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4646.227051 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -4646.227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4681.976562 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -4681.977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4690.759277 Penalty: 432.576691
	Iteration 2Q: 3 clusters Score -4690.759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4694.327148 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -4694.327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4695.776367 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -4695.776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4695.776367 Penalty: 432.576691
	Iteration 5F: 3 clusters Score -4695.776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -10880.506836 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -10880.51 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 109 members 
Entering Unmasked Estep 
Score: -10592.095703 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -10592.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10687.402344 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -10687.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10718.339844 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -10718.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10742.272461 Penalty: 482.146881
	Iteration 3F: 3 clusters Score -10742.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10751.507812 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -10751.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10755.297852 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -10755.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10757.388672 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -10757.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10765.222656 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -10765.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10766.219727 Penalty: 482.146881
	Iteration 8Q: 3 clusters Score -10766.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10766.219727 Penalty: 482.146881
	Iteration 9F: 3 clusters Score -10766.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -12940.600586 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -12940.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12628.164062 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -12628.16 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12784.940430 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -12784.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12858.424805 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -12858.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12900.118164 Penalty: 498.738159
	Iteration 3F: 3 clusters Score -12900.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12913.900391 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -12913.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12922.041992 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -12922.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12924.455078 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -12924.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12924.455078 Penalty: 498.738159
	Iteration 7F: 3 clusters Score -12924.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -14927.203125 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -14927.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14573.466797 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -14573.47 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14734.188477 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -14734.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14798.780273 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -14798.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14829.638672 Penalty: 514.695251
	Iteration 3F: 3 clusters Score -14829.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14856.926758 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -14856.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14887.999023 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -14888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14903.578125 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -14903.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14907.008789 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -14907.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14907.008789 Penalty: 514.695251
	Iteration 8F: 3 clusters Score -14907.01 nChanged 0
22->63 Clusters: Score -10140763.000000, best is -10142004.000000

Starting from 23 clusters...
--- Clustering full data set of 188709 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8549 members 
Mstep: Class 3 contains 8675 members 
Mstep: Class 4 contains 8365 members 
Mstep: Class 5 contains 8561 members 
Mstep: Class 6 contains 8629 members 
Mstep: Class 7 contains 8572 members 
Mstep: Class 8 contains 8762 members 
Mstep: Class 9 contains 8570 members 
Mstep: Class 10 contains 8597 members 
Mstep: Class 11 contains 8543 members 
Mstep: Class 12 contains 8748 members 
Mstep: Class 13 contains 8662 members 
Mstep: Class 14 contains 8546 members 
Mstep: Class 15 contains 8488 members 
Mstep: Class 16 contains 8514 members 
Mstep: Class 17 contains 8492 members 
Mstep: Class 18 contains 8642 members 
Mstep: Class 19 contains 8507 members 
Mstep: Class 20 contains 8680 members 
Mstep: Class 21 contains 8544 members 
Mstep: Class 22 contains 8584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 17.342087 but Gain 552.732422
Score: -7754311.000000 Penalty: 11607.376953
Iteration 0F: 22 clusters Score -7754311 nChanged 180126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2298 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 72813 members 
Mstep: Class 5 contains 377 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 6820 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 10 contains 10560 members 
Mstep: Class 11 contains 10599 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 43529 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 16 contains 655 members 
Mstep: Class 17 contains 11283 members 
Mstep: Class 18 contains 110 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 5438 members 
Mstep: Class 21 contains 7857 members 
Mstep: Class 22 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 51.608364 but Gain 552.731445
Score: -9574299.000000 Penalty: 11054.645508
Iteration 1F: 21 clusters Score -9574299 nChanged 85616
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8554 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 46459 members 
Mstep: Class 5 contains 89 members 
Mstep: Class 6 contains 5095 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 430 members 
Mstep: Class 10 contains 1565 members 
Mstep: Class 11 contains 4296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 92471 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 13581 members 
Mstep: Class 19 contains 599 members 
Mstep: Class 20 contains 2978 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 363.255554 but Gain 552.732422
Score: -9876600.000000 Penalty: 10501.913086
Iteration 2F: 20 clusters Score -9876600 nChanged 49018
Entering Unmasked Mstep 
Mstep: Class 0 contains 297 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 23480 members 
Mstep: Class 6 contains 7428 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 3175 members 
Mstep: Class 9 contains 501 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 13 contains 111025 members 
Mstep: Class 14 contains 340 members 
Mstep: Class 16 contains 1080 members 
Mstep: Class 17 contains 15207 members 
Mstep: Class 19 contains 285 members 
Mstep: Class 20 contains 3314 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 442.386780 but Gain 552.732422
Score: -10007148.000000 Penalty: 9949.180664
Iteration 3F: 19 clusters Score -1.000715e+07 nChanged 27143
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9348 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 14536 members 
Mstep: Class 6 contains 7811 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 3362 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 1260 members 
Mstep: Class 12 contains 114 members 
Mstep: Class 13 contains 112735 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 1013 members 
Mstep: Class 17 contains 20871 members 
Mstep: Class 20 contains 4919 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10059452.000000 Penalty: 9949.180664
Iteration 4F: 19 clusters Score -1.005945e+07 nChanged 14736
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7583 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 6 contains 6817 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 499 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 109611 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 24086 members 
Mstep: Class 20 contains 6390 members 
Mstep: Class 21 contains 3271 members 
Mstep: Class 22 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10080272.000000 Penalty: 9949.180664
Iteration 5F: 19 clusters Score -1.008027e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6454 members 
Mstep: Class 3 contains 801 members 
Mstep: Class 4 contains 15624 members 
Mstep: Class 6 contains 5609 members 
Mstep: Class 7 contains 7674 members 
Mstep: Class 8 contains 2682 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 417 members 
Mstep: Class 11 contains 721 members 
Mstep: Class 12 contains 188 members 
Mstep: Class 13 contains 107728 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 16 contains 881 members 
Mstep: Class 17 contains 24931 members 
Mstep: Class 20 contains 7299 members 
Mstep: Class 21 contains 3381 members 
Mstep: Class 22 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10089967.000000 Penalty: 9949.180664
Iteration 6F: 19 clusters Score -1.008997e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5814 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 16902 members 
Mstep: Class 6 contains 4650 members 
Mstep: Class 7 contains 8544 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 687 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 106695 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 20 contains 7894 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10095847.000000 Penalty: 9949.180664
Iteration 7Q: 19 clusters Score -1.009585e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5262 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 17953 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 9068 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 513 members 
Mstep: Class 11 contains 705 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 106050 members 
Mstep: Class 14 contains 730 members 
Mstep: Class 16 contains 745 members 
Mstep: Class 17 contains 24538 members 
Mstep: Class 20 contains 8438 members 
Mstep: Class 21 contains 3571 members 
Mstep: Class 22 contains 1920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10099811.000000 Penalty: 9949.180664
Iteration 8Q: 19 clusters Score -1.009981e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4751 members 
Mstep: Class 3 contains 830 members 
Mstep: Class 4 contains 18632 members 
Mstep: Class 6 contains 3774 members 
Mstep: Class 7 contains 9414 members 
Mstep: Class 8 contains 2526 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 299 members 
Mstep: Class 13 contains 105623 members 
Mstep: Class 14 contains 720 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 24026 members 
Mstep: Class 20 contains 8934 members 
Mstep: Class 21 contains 3738 members 
Mstep: Class 22 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10102170.000000 Penalty: 9949.180664
Iteration 9Q: 19 clusters Score -1.010217e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4268 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 19147 members 
Mstep: Class 6 contains 3665 members 
Mstep: Class 7 contains 9657 members 
Mstep: Class 8 contains 2598 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 541 members 
Mstep: Class 11 contains 747 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 105349 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 23420 members 
Mstep: Class 20 contains 9378 members 
Mstep: Class 21 contains 3891 members 
Mstep: Class 22 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10103634.000000 Penalty: 9949.180664
Iteration 10Q: 19 clusters Score -1.010363e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3830 members 
Mstep: Class 3 contains 864 members 
Mstep: Class 4 contains 19589 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 9832 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 105138 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 16 contains 639 members 
Mstep: Class 17 contains 22798 members 
Mstep: Class 20 contains 9776 members 
Mstep: Class 21 contains 4080 members 
Mstep: Class 22 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10104734.000000 Penalty: 9949.180664
Iteration 11Q: 19 clusters Score -1.010473e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3448 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 6 contains 3645 members 
Mstep: Class 7 contains 9924 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 572 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 751 members 
Mstep: Class 12 contains 306 members 
Mstep: Class 13 contains 104949 members 
Mstep: Class 14 contains 726 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 22156 members 
Mstep: Class 20 contains 10120 members 
Mstep: Class 21 contains 4266 members 
Mstep: Class 22 contains 1923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10105558.000000 Penalty: 9949.180664
Iteration 12Q: 19 clusters Score -1.010556e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3112 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 20489 members 
Mstep: Class 6 contains 3683 members 
Mstep: Class 7 contains 9995 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 594 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 749 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 104794 members 
Mstep: Class 14 contains 716 members 
Mstep: Class 16 contains 607 members 
Mstep: Class 17 contains 21458 members 
Mstep: Class 20 contains 10434 members 
Mstep: Class 21 contains 4457 members 
Mstep: Class 22 contains 1920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10106254.000000 Penalty: 9949.180664
Iteration 13Q: 19 clusters Score -1.010625e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2793 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 20965 members 
Mstep: Class 6 contains 3716 members 
Mstep: Class 7 contains 10054 members 
Mstep: Class 8 contains 2912 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 754 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 104672 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 20762 members 
Mstep: Class 20 contains 10730 members 
Mstep: Class 21 contains 4644 members 
Mstep: Class 22 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10106912.000000 Penalty: 9949.180664
Iteration 14Q: 19 clusters Score -1.010691e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2517 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 21503 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 10113 members 
Mstep: Class 8 contains 2928 members 
Mstep: Class 9 contains 617 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 104563 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 16 contains 593 members 
Mstep: Class 17 contains 20026 members 
Mstep: Class 20 contains 10985 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10107548.000000 Penalty: 9949.180664
Iteration 15Q: 19 clusters Score -1.010755e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2286 members 
Mstep: Class 3 contains 958 members 
Mstep: Class 4 contains 22187 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 10151 members 
Mstep: Class 8 contains 2900 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 104479 members 
Mstep: Class 14 contains 689 members 
Mstep: Class 16 contains 590 members 
Mstep: Class 17 contains 19240 members 
Mstep: Class 20 contains 11202 members 
Mstep: Class 21 contains 5002 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10108357.000000 Penalty: 9949.180664
Iteration 16Q: 19 clusters Score -1.010836e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 23012 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 10197 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 584 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 104394 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 16 contains 589 members 
Mstep: Class 17 contains 18417 members 
Mstep: Class 20 contains 11360 members 
Mstep: Class 21 contains 5098 members 
Mstep: Class 22 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10109204.000000 Penalty: 9949.180664
Iteration 17Q: 19 clusters Score -1.01092e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2005 members 
Mstep: Class 3 contains 981 members 
Mstep: Class 4 contains 23905 members 
Mstep: Class 6 contains 3716 members 
Mstep: Class 7 contains 10246 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 645 members 
Mstep: Class 10 contains 586 members 
Mstep: Class 11 contains 751 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 104351 members 
Mstep: Class 14 contains 664 members 
Mstep: Class 16 contains 590 members 
Mstep: Class 17 contains 17591 members 
Mstep: Class 20 contains 11453 members 
Mstep: Class 21 contains 5166 members 
Mstep: Class 22 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10110046.000000 Penalty: 9949.180664
Iteration 18Q: 19 clusters Score -1.011005e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1935 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 24940 members 
Mstep: Class 6 contains 3680 members 
Mstep: Class 7 contains 10274 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 664 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 104316 members 
Mstep: Class 14 contains 646 members 
Mstep: Class 16 contains 590 members 
Mstep: Class 17 contains 16742 members 
Mstep: Class 20 contains 11511 members 
Mstep: Class 21 contains 5170 members 
Mstep: Class 22 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10110945.000000 Penalty: 9949.180664
Iteration 19Q: 19 clusters Score -1.011094e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1901 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 26037 members 
Mstep: Class 6 contains 3622 members 
Mstep: Class 7 contains 10294 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 104297 members 
Mstep: Class 14 contains 631 members 
Mstep: Class 16 contains 594 members 
Mstep: Class 17 contains 15962 members 
Mstep: Class 20 contains 11539 members 
Mstep: Class 21 contains 5091 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10112598.000000 Penalty: 9949.180664
Iteration 20F: 19 clusters Score -1.01126e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1657 members 
Mstep: Class 3 contains 998 members 
Mstep: Class 4 contains 27123 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 10275 members 
Mstep: Class 8 contains 2266 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 787 members 
Mstep: Class 12 contains 318 members 
Mstep: Class 13 contains 104264 members 
Mstep: Class 14 contains 616 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 15222 members 
Mstep: Class 20 contains 11751 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10114179.000000 Penalty: 9949.180664
Iteration 21Q: 19 clusters Score -1.011418e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1489 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 28244 members 
Mstep: Class 6 contains 3571 members 
Mstep: Class 7 contains 10256 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 788 members 
Mstep: Class 12 contains 315 members 
Mstep: Class 13 contains 104268 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 14523 members 
Mstep: Class 20 contains 11890 members 
Mstep: Class 21 contains 4777 members 
Mstep: Class 22 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10115624.000000 Penalty: 9949.180664
Iteration 22Q: 19 clusters Score -1.011562e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 29325 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 10260 members 
Mstep: Class 8 contains 1995 members 
Mstep: Class 9 contains 721 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 12 contains 316 members 
Mstep: Class 13 contains 104257 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 16 contains 512 members 
Mstep: Class 17 contains 13877 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 4532 members 
Mstep: Class 22 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10117079.000000 Penalty: 9949.180664
Iteration 23Q: 19 clusters Score -1.011708e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1308 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 30406 members 
Mstep: Class 6 contains 3448 members 
Mstep: Class 7 contains 10261 members 
Mstep: Class 8 contains 1923 members 
Mstep: Class 9 contains 736 members 
Mstep: Class 10 contains 691 members 
Mstep: Class 11 contains 786 members 
Mstep: Class 12 contains 316 members 
Mstep: Class 13 contains 104228 members 
Mstep: Class 14 contains 576 members 
Mstep: Class 16 contains 504 members 
Mstep: Class 17 contains 13309 members 
Mstep: Class 20 contains 12034 members 
Mstep: Class 21 contains 4201 members 
Mstep: Class 22 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10118230.000000 Penalty: 9949.180664
Iteration 24Q: 19 clusters Score -1.011823e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 1018 members 
Mstep: Class 4 contains 31371 members 
Mstep: Class 6 contains 3384 members 
Mstep: Class 7 contains 10267 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 746 members 
Mstep: Class 10 contains 697 members 
Mstep: Class 11 contains 777 members 
Mstep: Class 12 contains 316 members 
Mstep: Class 13 contains 104204 members 
Mstep: Class 14 contains 560 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 12842 members 
Mstep: Class 20 contains 12091 members 
Mstep: Class 21 contains 3842 members 
Mstep: Class 22 contains 1890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119065.000000 Penalty: 9949.180664
Iteration 25Q: 19 clusters Score -1.011906e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1223 members 
Mstep: Class 3 contains 1018 members 
Mstep: Class 4 contains 32272 members 
Mstep: Class 6 contains 3284 members 
Mstep: Class 7 contains 10282 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 316 members 
Mstep: Class 13 contains 104181 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 12448 members 
Mstep: Class 20 contains 12142 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119757.000000 Penalty: 9949.180664
Iteration 26Q: 19 clusters Score -1.011976e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1212 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 33049 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 10296 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 760 members 
Mstep: Class 10 contains 694 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 315 members 
Mstep: Class 13 contains 104160 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 12126 members 
Mstep: Class 20 contains 12177 members 
Mstep: Class 21 contains 3132 members 
Mstep: Class 22 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10120253.000000 Penalty: 9949.180664
Iteration 27Q: 19 clusters Score -1.012025e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 33748 members 
Mstep: Class 6 contains 3114 members 
Mstep: Class 7 contains 10313 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 759 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 104154 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 16 contains 500 members 
Mstep: Class 17 contains 11852 members 
Mstep: Class 20 contains 12206 members 
Mstep: Class 21 contains 2828 members 
Mstep: Class 22 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10120641.000000 Penalty: 9949.180664
Iteration 28Q: 19 clusters Score -1.012064e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 34327 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 10311 members 
Mstep: Class 8 contains 1815 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 688 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 104153 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 16 contains 499 members 
Mstep: Class 17 contains 11650 members 
Mstep: Class 20 contains 12234 members 
Mstep: Class 21 contains 2570 members 
Mstep: Class 22 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10121017.000000 Penalty: 9949.180664
Iteration 29Q: 19 clusters Score -1.012102e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 34802 members 
Mstep: Class 6 contains 2948 members 
Mstep: Class 7 contains 10298 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 10 contains 686 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 104149 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 11484 members 
Mstep: Class 20 contains 12248 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10121210.000000 Penalty: 9949.180664
Iteration 30Q: 19 clusters Score -1.012121e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 35185 members 
Mstep: Class 6 contains 2895 members 
Mstep: Class 7 contains 10284 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 683 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 104129 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 11360 members 
Mstep: Class 20 contains 12262 members 
Mstep: Class 21 contains 2228 members 
Mstep: Class 22 contains 1878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10121324.000000 Penalty: 9949.180664
Iteration 31Q: 19 clusters Score -1.012132e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 35503 members 
Mstep: Class 6 contains 2843 members 
Mstep: Class 7 contains 10289 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 104090 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 11276 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 2102 members 
Mstep: Class 22 contains 1878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10121461.000000 Penalty: 9949.180664
Iteration 32Q: 19 clusters Score -1.012146e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 35788 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 10288 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 720 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 104057 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 11208 members 
Mstep: Class 20 contains 12285 members 
Mstep: Class 21 contains 1994 members 
Mstep: Class 22 contains 1877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10121619.000000 Penalty: 9949.180664
Iteration 33Q: 19 clusters Score -1.012162e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1158 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 35992 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 10287 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 719 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 104019 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 16 contains 494 members 
Mstep: Class 17 contains 11170 members 
Mstep: Class 20 contains 12299 members 
Mstep: Class 21 contains 1920 members 
Mstep: Class 22 contains 1877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10121767.000000 Penalty: 9949.180664
Iteration 34Q: 19 clusters Score -1.012177e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1157 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 36183 members 
Mstep: Class 6 contains 2733 members 
Mstep: Class 7 contains 10288 members 
Mstep: Class 8 contains 1706 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 103965 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 16 contains 494 members 
Mstep: Class 17 contains 11142 members 
Mstep: Class 20 contains 12314 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10121902.000000 Penalty: 9949.180664
Iteration 35Q: 19 clusters Score -1.01219e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1160 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 36363 members 
Mstep: Class 6 contains 2727 members 
Mstep: Class 7 contains 10289 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 103897 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 11120 members 
Mstep: Class 20 contains 12317 members 
Mstep: Class 21 contains 1797 members 
Mstep: Class 22 contains 1877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10122021.000000 Penalty: 9949.180664
Iteration 36Q: 19 clusters Score -1.012202e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1156 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 36535 members 
Mstep: Class 6 contains 2745 members 
Mstep: Class 7 contains 10297 members 
Mstep: Class 8 contains 1651 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 103805 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 1748 members 
Mstep: Class 22 contains 1877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10122111.000000 Penalty: 9949.180664
Iteration 37Q: 19 clusters Score -1.012211e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1155 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 36678 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 10289 members 
Mstep: Class 8 contains 1632 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 721 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 103714 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 11083 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 1877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10122217.000000 Penalty: 9949.180664
Iteration 38Q: 19 clusters Score -1.012222e+07 nChanged 227
Entering ConstructFrom: 
Score: -10122217.000000 Penalty: 9949.180664
Entering ConstructFrom: 
Trying to split cluster 1 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -43801.925781 Penalty: 312.681824
	Iteration 0F: 2 clusters Score -43801.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -43038.859375 Penalty: 625.363647
	Iteration 0F: 3 clusters Score -43038.86 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -43632.871094 Penalty: 625.363647
	Iteration 1F: 3 clusters Score -43632.87 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -43877.132812 Penalty: 625.363647
	Iteration 2F: 3 clusters Score -43877.13 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -43963.468750 Penalty: 625.363647
	Iteration 3F: 3 clusters Score -43963.47 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -44074.417969 Penalty: 625.363647
	Iteration 4F: 3 clusters Score -44074.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -44138.945312 Penalty: 625.363647
	Iteration 5Q: 3 clusters Score -44138.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -44159.144531 Penalty: 625.363647
	Iteration 6Q: 3 clusters Score -44159.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -44168.750000 Penalty: 625.363647
	Iteration 7Q: 3 clusters Score -44168.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -44167.695312 Penalty: 625.363647
	Iteration 8Q: 3 clusters Score -44167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -44171.019531 Penalty: 625.363647
	Iteration 9Q: 3 clusters Score -44171.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -44171.910156 Penalty: 625.363647
	Iteration 10Q: 3 clusters Score -44171.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -44175.843750 Penalty: 625.363647
	Iteration 11Q: 3 clusters Score -44175.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -44175.984375 Penalty: 625.363647
	Iteration 12Q: 3 clusters Score -44175.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -44173.859375 Penalty: 625.363647
	Iteration 13Q: 3 clusters Score -44173.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -44173.859375 Penalty: 625.363647
	Iteration 14F: 3 clusters Score -44173.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1157 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 36768 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 10289 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 103631 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 1877 members 
Entering Unmasked Estep 
Score: -10122378.000000 Penalty: 10501.913086
Splitting cluster 1 changes total score from -10122217.000000 to -10122378.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -48619.882812 Penalty: 320.938141
	Iteration 0F: 2 clusters Score -48619.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -47772.187500 Penalty: 641.876282
	Iteration 0F: 3 clusters Score -47772.19 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -48595.816406 Penalty: 641.876282
	Iteration 1F: 3 clusters Score -48595.82 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -48817.687500 Penalty: 641.876282
	Iteration 2F: 3 clusters Score -48817.69 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -48903.160156 Penalty: 641.876282
	Iteration 3F: 3 clusters Score -48903.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -48955.875000 Penalty: 641.876282
	Iteration 4Q: 3 clusters Score -48955.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -49083.679688 Penalty: 641.876282
	Iteration 5Q: 3 clusters Score -49083.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -49134.882812 Penalty: 641.876282
	Iteration 6Q: 3 clusters Score -49134.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -49139.683594 Penalty: 641.876282
	Iteration 7Q: 3 clusters Score -49139.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -49142.812500 Penalty: 641.876282
	Iteration 8Q: 3 clusters Score -49142.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -49144.964844 Penalty: 641.876282
	Iteration 9Q: 3 clusters Score -49144.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -49146.828125 Penalty: 641.876282
	Iteration 10Q: 3 clusters Score -49146.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -49147.500000 Penalty: 641.876282
	Iteration 11Q: 3 clusters Score -49147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -49147.500000 Penalty: 641.876282
	Iteration 12F: 3 clusters Score -49147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 36768 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 10289 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 103631 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 1877 members 
Entering Unmasked Estep 
Score: -10122672.000000 Penalty: 11054.645508
Splitting cluster 2 changes total score from -10122217.000000 to -10122672.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -51191.652344 Penalty: 314.890564
	Iteration 0F: 2 clusters Score -51191.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -50423.097656 Penalty: 629.781128
	Iteration 0F: 3 clusters Score -50423.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -50998.910156 Penalty: 629.781128
	Iteration 1F: 3 clusters Score -50998.91 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -51295.347656 Penalty: 629.781128
	Iteration 2F: 3 clusters Score -51295.35 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -51411.785156 Penalty: 629.781128
	Iteration 3F: 3 clusters Score -51411.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -51493.121094 Penalty: 629.781128
	Iteration 4Q: 3 clusters Score -51493.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -51550.000000 Penalty: 629.781128
	Iteration 5Q: 3 clusters Score -51550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -51556.761719 Penalty: 629.781128
	Iteration 6Q: 3 clusters Score -51556.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -51560.351562 Penalty: 629.781128
	Iteration 7Q: 3 clusters Score -51560.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -51570.062500 Penalty: 629.781128
	Iteration 8Q: 3 clusters Score -51570.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -51576.171875 Penalty: 629.781128
	Iteration 9Q: 3 clusters Score -51576.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -51579.898438 Penalty: 629.781128
	Iteration 10Q: 3 clusters Score -51579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -51580.250000 Penalty: 629.781128
	Iteration 11Q: 3 clusters Score -51580.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -51580.250000 Penalty: 629.781128
	Iteration 12F: 3 clusters Score -51580.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 36768 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 10289 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 103631 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 1877 members 
Entering Unmasked Estep 
Score: -10122823.000000 Penalty: 11607.376953
Splitting cluster 3 changes total score from -10122217.000000 to -10122823.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 4 (36768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Entering Unmasked Estep 
Score: -1972916.500000 Penalty: 478.313446
	Iteration 0F: 2 clusters Score -1972916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -1948184.875000 Penalty: 956.626892
	Iteration 0F: 3 clusters Score -1948185 nChanged 17798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -1958628.375000 Penalty: 956.626892
	Iteration 1F: 3 clusters Score -1958628 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1959312.125000 Penalty: 956.626892
	Iteration 2F: 3 clusters Score -1959312 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -1960144.500000 Penalty: 956.626892
	Iteration 3F: 3 clusters Score -1960144 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -1961266.625000 Penalty: 956.626892
	Iteration 4F: 3 clusters Score -1961267 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -1962759.500000 Penalty: 956.626892
	Iteration 5F: 3 clusters Score -1962760 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -1964588.375000 Penalty: 956.626892
	Iteration 6F: 3 clusters Score -1964588 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -1966362.125000 Penalty: 956.626892
	Iteration 7F: 3 clusters Score -1966362 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1967679.250000 Penalty: 956.626892
	Iteration 8F: 3 clusters Score -1967679 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -1968339.125000 Penalty: 956.626892
	Iteration 9Q: 3 clusters Score -1968339 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -1968733.875000 Penalty: 956.626892
	Iteration 10Q: 3 clusters Score -1968734 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -1969128.750000 Penalty: 956.626892
	Iteration 11Q: 3 clusters Score -1969129 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -1969521.000000 Penalty: 956.626892
	Iteration 12Q: 3 clusters Score -1969521 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -1969886.625000 Penalty: 956.626892
	Iteration 13Q: 3 clusters Score -1969887 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -1970178.125000 Penalty: 956.626892
	Iteration 14Q: 3 clusters Score -1970178 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -1970392.000000 Penalty: 956.626892
	Iteration 15Q: 3 clusters Score -1970392 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -1970554.625000 Penalty: 956.626892
	Iteration 16Q: 3 clusters Score -1970555 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -1970673.000000 Penalty: 956.626892
	Iteration 17Q: 3 clusters Score -1970673 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -1970746.750000 Penalty: 956.626892
	Iteration 18Q: 3 clusters Score -1970747 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -1970777.750000 Penalty: 956.626892
	Iteration 19Q: 3 clusters Score -1970778 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -1970805.375000 Penalty: 956.626892
	Iteration 20F: 3 clusters Score -1970805 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -1970819.625000 Penalty: 956.626892
	Iteration 21Q: 3 clusters Score -1970820 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -1970838.500000 Penalty: 956.626892
	Iteration 22Q: 3 clusters Score -1970838 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -1970858.625000 Penalty: 956.626892
	Iteration 23Q: 3 clusters Score -1970859 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -1970868.625000 Penalty: 956.626892
	Iteration 24Q: 3 clusters Score -1970869 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -1970872.750000 Penalty: 956.626892
	Iteration 25Q: 3 clusters Score -1970873 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -1970885.125000 Penalty: 956.626892
	Iteration 26Q: 3 clusters Score -1970885 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -1970896.625000 Penalty: 956.626892
	Iteration 27Q: 3 clusters Score -1970897 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -1970904.875000 Penalty: 956.626892
	Iteration 28Q: 3 clusters Score -1970905 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -1970917.625000 Penalty: 956.626892
	Iteration 29Q: 3 clusters Score -1970918 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -1970926.875000 Penalty: 956.626892
	Iteration 30Q: 3 clusters Score -1970927 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -1970937.875000 Penalty: 956.626892
	Iteration 31Q: 3 clusters Score -1970938 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -1970948.625000 Penalty: 956.626892
	Iteration 32Q: 3 clusters Score -1970949 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -1970965.750000 Penalty: 956.626892
	Iteration 33Q: 3 clusters Score -1970966 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -1970973.000000 Penalty: 956.626892
	Iteration 34Q: 3 clusters Score -1970973 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -1970986.250000 Penalty: 956.626892
	Iteration 35Q: 3 clusters Score -1970986 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -1970995.500000 Penalty: 956.626892
	Iteration 36Q: 3 clusters Score -1970996 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -1971013.250000 Penalty: 956.626892
	Iteration 37Q: 3 clusters Score -1971013 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -1971022.625000 Penalty: 956.626892
	Iteration 38Q: 3 clusters Score -1971023 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -1971030.625000 Penalty: 956.626892
	Iteration 39Q: 3 clusters Score -1971031 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -1971057.000000 Penalty: 956.626892
	Iteration 40F: 3 clusters Score -1971057 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -1971062.750000 Penalty: 956.626892
	Iteration 41Q: 3 clusters Score -1971063 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -1971078.375000 Penalty: 956.626892
	Iteration 42Q: 3 clusters Score -1971078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -1971089.250000 Penalty: 956.626892
	Iteration 43Q: 3 clusters Score -1971089 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -1971095.500000 Penalty: 956.626892
	Iteration 44Q: 3 clusters Score -1971096 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -1971109.875000 Penalty: 956.626892
	Iteration 45Q: 3 clusters Score -1971110 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -1971125.500000 Penalty: 956.626892
	Iteration 46Q: 3 clusters Score -1971126 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -1971126.125000 Penalty: 956.626892
	Iteration 47Q: 3 clusters Score -1971126 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -1971140.125000 Penalty: 956.626892
	Iteration 48Q: 3 clusters Score -1971140 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -1971154.375000 Penalty: 956.626892
	Iteration 49Q: 3 clusters Score -1971154 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -1971164.000000 Penalty: 956.626892
	Iteration 50Q: 3 clusters Score -1971164 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -1971171.375000 Penalty: 956.626892
	Iteration 51Q: 3 clusters Score -1971171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -1971173.875000 Penalty: 956.626892
	Iteration 52Q: 3 clusters Score -1971174 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -1971174.125000 Penalty: 956.626892
	Iteration 53Q: 3 clusters Score -1971174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -1971186.250000 Penalty: 956.626892
	Iteration 54Q: 3 clusters Score -1971186 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -1971195.875000 Penalty: 956.626892
	Iteration 55Q: 3 clusters Score -1971196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -1971199.500000 Penalty: 956.626892
	Iteration 56Q: 3 clusters Score -1971200 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -1971199.125000 Penalty: 956.626892
	Iteration 57Q: 3 clusters Score -1971199 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -1971203.250000 Penalty: 956.626892
	Iteration 58Q: 3 clusters Score -1971203 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -1971211.125000 Penalty: 956.626892
	Iteration 59Q: 3 clusters Score -1971211 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -1971220.750000 Penalty: 956.626892
	Iteration 60F: 3 clusters Score -1971221 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -1971220.625000 Penalty: 956.626892
	Iteration 61Q: 3 clusters Score -1971221 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -1971220.250000 Penalty: 956.626892
	Iteration 62Q: 3 clusters Score -1971220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -1971232.750000 Penalty: 956.626892
	Iteration 63Q: 3 clusters Score -1971233 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -1971229.125000 Penalty: 956.626892
	Iteration 64Q: 3 clusters Score -1971229 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -1971228.125000 Penalty: 956.626892
	Iteration 65Q: 3 clusters Score -1971228 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -1971234.250000 Penalty: 956.626892
	Iteration 66Q: 3 clusters Score -1971234 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -1971240.625000 Penalty: 956.626892
	Iteration 67Q: 3 clusters Score -1971241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -1971245.375000 Penalty: 956.626892
	Iteration 68Q: 3 clusters Score -1971245 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -1971250.875000 Penalty: 956.626892
	Iteration 69Q: 3 clusters Score -1971251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -1971259.875000 Penalty: 956.626892
	Iteration 70Q: 3 clusters Score -1971260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -1971259.000000 Penalty: 956.626892
	Iteration 71Q: 3 clusters Score -1971259 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -1971261.875000 Penalty: 956.626892
	Iteration 72Q: 3 clusters Score -1971262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -1971268.125000 Penalty: 956.626892
	Iteration 73Q: 3 clusters Score -1971268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -1971268.250000 Penalty: 956.626892
	Iteration 74Q: 3 clusters Score -1971268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -1971274.000000 Penalty: 956.626892
	Iteration 75Q: 3 clusters Score -1971274 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -1971274.625000 Penalty: 956.626892
	Iteration 76Q: 3 clusters Score -1971275 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -1971275.125000 Penalty: 956.626892
	Iteration 77Q: 3 clusters Score -1971275 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -1971282.875000 Penalty: 956.626892
	Iteration 78Q: 3 clusters Score -1971283 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -1971284.375000 Penalty: 956.626892
	Iteration 79Q: 3 clusters Score -1971284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -1971291.500000 Penalty: 956.626892
	Iteration 80F: 3 clusters Score -1971292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -1971297.875000 Penalty: 956.626892
	Iteration 81Q: 3 clusters Score -1971298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -1971301.125000 Penalty: 956.626892
	Iteration 82Q: 3 clusters Score -1971301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -1971311.625000 Penalty: 956.626892
	Iteration 83Q: 3 clusters Score -1971312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -1971323.875000 Penalty: 956.626892
	Iteration 84Q: 3 clusters Score -1971324 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -1971332.750000 Penalty: 956.626892
	Iteration 85Q: 3 clusters Score -1971333 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -1971346.500000 Penalty: 956.626892
	Iteration 86Q: 3 clusters Score -1971346 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -1971355.250000 Penalty: 956.626892
	Iteration 87Q: 3 clusters Score -1971355 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -1971371.625000 Penalty: 956.626892
	Iteration 88Q: 3 clusters Score -1971372 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -1971381.125000 Penalty: 956.626892
	Iteration 89Q: 3 clusters Score -1971381 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -1971387.375000 Penalty: 956.626892
	Iteration 90Q: 3 clusters Score -1971387 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -1971388.625000 Penalty: 956.626892
	Iteration 91Q: 3 clusters Score -1971389 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -1971404.375000 Penalty: 956.626892
	Iteration 92Q: 3 clusters Score -1971404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -1971413.750000 Penalty: 956.626892
	Iteration 93Q: 3 clusters Score -1971414 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -1971428.000000 Penalty: 956.626892
	Iteration 94Q: 3 clusters Score -1971428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -1971441.000000 Penalty: 956.626892
	Iteration 95Q: 3 clusters Score -1971441 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -1971444.000000 Penalty: 956.626892
	Iteration 96Q: 3 clusters Score -1971444 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -1971460.250000 Penalty: 956.626892
	Iteration 97Q: 3 clusters Score -1971460 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -1971468.625000 Penalty: 956.626892
	Iteration 98Q: 3 clusters Score -1971469 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -1971482.375000 Penalty: 956.626892
	Iteration 99Q: 3 clusters Score -1971482 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -1971488.500000 Penalty: 956.626892
	Iteration 100F: 3 clusters Score -1971488 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -1971500.875000 Penalty: 956.626892
	Iteration 101Q: 3 clusters Score -1971501 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -1971519.500000 Penalty: 956.626892
	Iteration 102Q: 3 clusters Score -1971520 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -1971547.875000 Penalty: 956.626892
	Iteration 103Q: 3 clusters Score -1971548 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -1971578.250000 Penalty: 956.626892
	Iteration 104Q: 3 clusters Score -1971578 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -1971603.625000 Penalty: 956.626892
	Iteration 105Q: 3 clusters Score -1971604 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -1971623.500000 Penalty: 956.626892
	Iteration 106Q: 3 clusters Score -1971624 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -1971640.125000 Penalty: 956.626892
	Iteration 107Q: 3 clusters Score -1971640 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -1971670.625000 Penalty: 956.626892
	Iteration 108Q: 3 clusters Score -1971671 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -1971700.000000 Penalty: 956.626892
	Iteration 109Q: 3 clusters Score -1971700 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -1971722.375000 Penalty: 956.626892
	Iteration 110Q: 3 clusters Score -1971722 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -1971732.500000 Penalty: 956.626892
	Iteration 111Q: 3 clusters Score -1971732 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -1971753.750000 Penalty: 956.626892
	Iteration 112Q: 3 clusters Score -1971754 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -1971787.125000 Penalty: 956.626892
	Iteration 113Q: 3 clusters Score -1971787 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -1971823.250000 Penalty: 956.626892
	Iteration 114Q: 3 clusters Score -1971823 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -1971850.875000 Penalty: 956.626892
	Iteration 115Q: 3 clusters Score -1971851 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -1971892.000000 Penalty: 956.626892
	Iteration 116Q: 3 clusters Score -1971892 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -1971939.125000 Penalty: 956.626892
	Iteration 117Q: 3 clusters Score -1971939 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -1971976.875000 Penalty: 956.626892
	Iteration 118Q: 3 clusters Score -1971977 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -1972012.875000 Penalty: 956.626892
	Iteration 119Q: 3 clusters Score -1972013 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -1972057.250000 Penalty: 956.626892
	Iteration 120F: 3 clusters Score -1972057 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -1972097.500000 Penalty: 956.626892
	Iteration 121Q: 3 clusters Score -1972098 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -1972156.875000 Penalty: 956.626892
	Iteration 122Q: 3 clusters Score -1972157 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -1972192.625000 Penalty: 956.626892
	Iteration 123Q: 3 clusters Score -1972193 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -1972239.625000 Penalty: 956.626892
	Iteration 124Q: 3 clusters Score -1972240 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -1972298.375000 Penalty: 956.626892
	Iteration 125Q: 3 clusters Score -1972298 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -1972334.375000 Penalty: 956.626892
	Iteration 126Q: 3 clusters Score -1972334 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -1972365.125000 Penalty: 956.626892
	Iteration 127Q: 3 clusters Score -1972365 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -1972394.625000 Penalty: 956.626892
	Iteration 128Q: 3 clusters Score -1972395 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -1972428.000000 Penalty: 956.626892
	Iteration 129Q: 3 clusters Score -1972428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -1972461.500000 Penalty: 956.626892
	Iteration 130Q: 3 clusters Score -1972462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -1972486.125000 Penalty: 956.626892
	Iteration 131Q: 3 clusters Score -1972486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -1972514.500000 Penalty: 956.626892
	Iteration 132Q: 3 clusters Score -1972514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -1972544.500000 Penalty: 956.626892
	Iteration 133Q: 3 clusters Score -1972544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -1972556.500000 Penalty: 956.626892
	Iteration 134Q: 3 clusters Score -1972556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -1972571.250000 Penalty: 956.626892
	Iteration 135Q: 3 clusters Score -1972571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -1972580.875000 Penalty: 956.626892
	Iteration 136Q: 3 clusters Score -1972581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -1972596.375000 Penalty: 956.626892
	Iteration 137Q: 3 clusters Score -1972596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -1972605.500000 Penalty: 956.626892
	Iteration 138Q: 3 clusters Score -1972606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -1972612.125000 Penalty: 956.626892
	Iteration 139Q: 3 clusters Score -1972612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -1972619.000000 Penalty: 956.626892
	Iteration 140F: 3 clusters Score -1972619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -1972617.250000 Penalty: 956.626892
	Iteration 141Q: 3 clusters Score -1972617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -1972618.750000 Penalty: 956.626892
	Iteration 142Q: 3 clusters Score -1972619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -1972621.125000 Penalty: 956.626892
	Iteration 143Q: 3 clusters Score -1972621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -1972624.125000 Penalty: 956.626892
	Iteration 144Q: 3 clusters Score -1972624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -1972625.250000 Penalty: 956.626892
	Iteration 145Q: 3 clusters Score -1972625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -1972627.875000 Penalty: 956.626892
	Iteration 146Q: 3 clusters Score -1972628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -1972631.000000 Penalty: 956.626892
	Iteration 147Q: 3 clusters Score -1972631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -1972632.500000 Penalty: 956.626892
	Iteration 148Q: 3 clusters Score -1972632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -1972637.375000 Penalty: 956.626892
	Iteration 149Q: 3 clusters Score -1972637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -1972640.250000 Penalty: 956.626892
	Iteration 150Q: 3 clusters Score -1972640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -1972644.000000 Penalty: 956.626892
	Iteration 151Q: 3 clusters Score -1972644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -1972643.625000 Penalty: 956.626892
	Iteration 152Q: 3 clusters Score -1972644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -1972644.625000 Penalty: 956.626892
	Iteration 153Q: 3 clusters Score -1972645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -1972644.375000 Penalty: 956.626892
	Iteration 154Q: 3 clusters Score -1972644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -1972645.000000 Penalty: 956.626892
	Iteration 155Q: 3 clusters Score -1972645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -1972646.625000 Penalty: 956.626892
	Iteration 156Q: 3 clusters Score -1972647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -1972646.250000 Penalty: 956.626892
	Iteration 157Q: 3 clusters Score -1972646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -1972647.250000 Penalty: 956.626892
	Iteration 158Q: 3 clusters Score -1972647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -1972649.125000 Penalty: 956.626892
	Iteration 159Q: 3 clusters Score -1972649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -1972649.250000 Penalty: 956.626892
	Iteration 160F: 3 clusters Score -1972649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Entering Unmasked Estep 
Score: -164337.031250 Penalty: 361.522766
	Iteration 0F: 2 clusters Score -164337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -162385.281250 Penalty: 723.045532
	Iteration 0F: 3 clusters Score -162385.3 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -163041.625000 Penalty: 723.045532
	Iteration 1F: 3 clusters Score -163041.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -163144.125000 Penalty: 723.045532
	Iteration 2F: 3 clusters Score -163144.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -163249.406250 Penalty: 723.045532
	Iteration 3F: 3 clusters Score -163249.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -163402.375000 Penalty: 723.045532
	Iteration 4F: 3 clusters Score -163402.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -163576.687500 Penalty: 723.045532
	Iteration 5F: 3 clusters Score -163576.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -163675.000000 Penalty: 723.045532
	Iteration 6F: 3 clusters Score -163675 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -163731.109375 Penalty: 723.045532
	Iteration 7Q: 3 clusters Score -163731.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -163778.859375 Penalty: 723.045532
	Iteration 8Q: 3 clusters Score -163778.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -163816.828125 Penalty: 723.045532
	Iteration 9Q: 3 clusters Score -163816.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -163845.000000 Penalty: 723.045532
	Iteration 10Q: 3 clusters Score -163845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -163858.390625 Penalty: 723.045532
	Iteration 11Q: 3 clusters Score -163858.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -163868.375000 Penalty: 723.045532
	Iteration 12Q: 3 clusters Score -163868.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -163877.625000 Penalty: 723.045532
	Iteration 13Q: 3 clusters Score -163877.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -163887.875000 Penalty: 723.045532
	Iteration 14Q: 3 clusters Score -163887.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -163895.640625 Penalty: 723.045532
	Iteration 15Q: 3 clusters Score -163895.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -163908.312500 Penalty: 723.045532
	Iteration 16Q: 3 clusters Score -163908.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -163923.671875 Penalty: 723.045532
	Iteration 17Q: 3 clusters Score -163923.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -163933.625000 Penalty: 723.045532
	Iteration 18Q: 3 clusters Score -163933.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -163942.531250 Penalty: 723.045532
	Iteration 19Q: 3 clusters Score -163942.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -163952.234375 Penalty: 723.045532
	Iteration 20F: 3 clusters Score -163952.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -163958.687500 Penalty: 723.045532
	Iteration 21Q: 3 clusters Score -163958.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -163961.281250 Penalty: 723.045532
	Iteration 22Q: 3 clusters Score -163961.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -163962.656250 Penalty: 723.045532
	Iteration 23Q: 3 clusters Score -163962.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -163965.953125 Penalty: 723.045532
	Iteration 24Q: 3 clusters Score -163966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -163969.390625 Penalty: 723.045532
	Iteration 25Q: 3 clusters Score -163969.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -163972.515625 Penalty: 723.045532
	Iteration 26Q: 3 clusters Score -163972.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -163977.984375 Penalty: 723.045532
	Iteration 27Q: 3 clusters Score -163978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -163983.234375 Penalty: 723.045532
	Iteration 28Q: 3 clusters Score -163983.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -163984.937500 Penalty: 723.045532
	Iteration 29Q: 3 clusters Score -163984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -163986.796875 Penalty: 723.045532
	Iteration 30Q: 3 clusters Score -163986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -163987.875000 Penalty: 723.045532
	Iteration 31Q: 3 clusters Score -163987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -163988.421875 Penalty: 723.045532
	Iteration 32Q: 3 clusters Score -163988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -163989.390625 Penalty: 723.045532
	Iteration 33Q: 3 clusters Score -163989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -163989.703125 Penalty: 723.045532
	Iteration 34Q: 3 clusters Score -163989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -163989.687500 Penalty: 723.045532
	Iteration 35Q: 3 clusters Score -163989.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -163990.906250 Penalty: 723.045532
	Iteration 36Q: 3 clusters Score -163990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -163991.718750 Penalty: 723.045532
	Iteration 37Q: 3 clusters Score -163991.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -163993.140625 Penalty: 723.045532
	Iteration 38Q: 3 clusters Score -163993.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -163995.203125 Penalty: 723.045532
	Iteration 39Q: 3 clusters Score -163995.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -163996.328125 Penalty: 723.045532
	Iteration 40F: 3 clusters Score -163996.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -163997.703125 Penalty: 723.045532
	Iteration 41Q: 3 clusters Score -163997.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -163998.671875 Penalty: 723.045532
	Iteration 42Q: 3 clusters Score -163998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -164000.687500 Penalty: 723.045532
	Iteration 43Q: 3 clusters Score -164000.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -164003.046875 Penalty: 723.045532
	Iteration 44Q: 3 clusters Score -164003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -164005.828125 Penalty: 723.045532
	Iteration 45Q: 3 clusters Score -164005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -164008.531250 Penalty: 723.045532
	Iteration 46Q: 3 clusters Score -164008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -164010.578125 Penalty: 723.045532
	Iteration 47Q: 3 clusters Score -164010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -164011.390625 Penalty: 723.045532
	Iteration 48Q: 3 clusters Score -164011.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -164012.093750 Penalty: 723.045532
	Iteration 49Q: 3 clusters Score -164012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -164013.375000 Penalty: 723.045532
	Iteration 50Q: 3 clusters Score -164013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -164014.093750 Penalty: 723.045532
	Iteration 51Q: 3 clusters Score -164014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -164014.093750 Penalty: 723.045532
	Iteration 52F: 3 clusters Score -164014.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Entering Unmasked Estep 
Score: -531429.312500 Penalty: 420.366791
	Iteration 0F: 2 clusters Score -531429.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -524731.125000 Penalty: 840.733582
	Iteration 0F: 3 clusters Score -524731.1 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -528007.750000 Penalty: 840.733582
	Iteration 1F: 3 clusters Score -528007.8 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -529004.312500 Penalty: 840.733582
	Iteration 2F: 3 clusters Score -529004.3 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -529929.500000 Penalty: 840.733582
	Iteration 3F: 3 clusters Score -529929.5 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -530549.125000 Penalty: 840.733582
	Iteration 4F: 3 clusters Score -530549.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -531000.812500 Penalty: 840.733582
	Iteration 5F: 3 clusters Score -531000.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -531377.375000 Penalty: 840.733582
	Iteration 6Q: 3 clusters Score -531377.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -531663.250000 Penalty: 840.733582
	Iteration 7Q: 3 clusters Score -531663.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -531891.312500 Penalty: 840.733582
	Iteration 8Q: 3 clusters Score -531891.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -532131.187500 Penalty: 840.733582
	Iteration 9Q: 3 clusters Score -532131.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -532349.875000 Penalty: 840.733582
	Iteration 10Q: 3 clusters Score -532349.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -532480.875000 Penalty: 840.733582
	Iteration 11Q: 3 clusters Score -532480.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -532535.812500 Penalty: 840.733582
	Iteration 12Q: 3 clusters Score -532535.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -532559.937500 Penalty: 840.733582
	Iteration 13Q: 3 clusters Score -532559.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -532569.437500 Penalty: 840.733582
	Iteration 14Q: 3 clusters Score -532569.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -532572.375000 Penalty: 840.733582
	Iteration 15Q: 3 clusters Score -532572.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -532575.125000 Penalty: 840.733582
	Iteration 16Q: 3 clusters Score -532575.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -532577.000000 Penalty: 840.733582
	Iteration 17Q: 3 clusters Score -532577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -532578.562500 Penalty: 840.733582
	Iteration 18Q: 3 clusters Score -532578.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -532580.375000 Penalty: 840.733582
	Iteration 19Q: 3 clusters Score -532580.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -532581.062500 Penalty: 840.733582
	Iteration 20F: 3 clusters Score -532581.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -532580.625000 Penalty: 840.733582
	Iteration 21Q: 3 clusters Score -532580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -532579.750000 Penalty: 840.733582
	Iteration 22Q: 3 clusters Score -532579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -532579.625000 Penalty: 840.733582
	Iteration 23Q: 3 clusters Score -532579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -532579.625000 Penalty: 840.733582
	Iteration 24F: 3 clusters Score -532579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 36768 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 103631 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 1877 members 
Entering Unmasked Estep 
Score: -10123838.000000 Penalty: 12160.109375
Splitting cluster 7 changes total score from -10122217.000000 to -10123838.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 8 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -83746.968750 Penalty: 336.168915
	Iteration 0F: 2 clusters Score -83746.97 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 797 members 
Entering Unmasked Estep 
Score: -82553.804688 Penalty: 672.337830
	Iteration 0F: 3 clusters Score -82553.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -82974.578125 Penalty: 672.337830
	Iteration 1F: 3 clusters Score -82974.58 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -83060.281250 Penalty: 672.337830
	Iteration 2F: 3 clusters Score -83060.28 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -83133.843750 Penalty: 672.337830
	Iteration 3F: 3 clusters Score -83133.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83188.570312 Penalty: 672.337830
	Iteration 4Q: 3 clusters Score -83188.57 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -83238.304688 Penalty: 672.337830
	Iteration 5Q: 3 clusters Score -83238.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83288.187500 Penalty: 672.337830
	Iteration 6Q: 3 clusters Score -83288.19 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83331.125000 Penalty: 672.337830
	Iteration 7Q: 3 clusters Score -83331.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83380.250000 Penalty: 672.337830
	Iteration 8Q: 3 clusters Score -83380.25 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83419.085938 Penalty: 672.337830
	Iteration 9Q: 3 clusters Score -83419.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83438.031250 Penalty: 672.337830
	Iteration 10Q: 3 clusters Score -83438.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -83451.742188 Penalty: 672.337830
	Iteration 11Q: 3 clusters Score -83451.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -83461.101562 Penalty: 672.337830
	Iteration 12Q: 3 clusters Score -83461.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -83470.664062 Penalty: 672.337830
	Iteration 13Q: 3 clusters Score -83470.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -83481.007812 Penalty: 672.337830
	Iteration 14Q: 3 clusters Score -83481.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -83501.820312 Penalty: 672.337830
	Iteration 15Q: 3 clusters Score -83501.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -83514.726562 Penalty: 672.337830
	Iteration 16Q: 3 clusters Score -83514.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -83528.671875 Penalty: 672.337830
	Iteration 17Q: 3 clusters Score -83528.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -83538.109375 Penalty: 672.337830
	Iteration 18Q: 3 clusters Score -83538.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -83547.546875 Penalty: 672.337830
	Iteration 19Q: 3 clusters Score -83547.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -83549.851562 Penalty: 672.337830
	Iteration 20F: 3 clusters Score -83549.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -83551.609375 Penalty: 672.337830
	Iteration 21Q: 3 clusters Score -83551.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -83551.929688 Penalty: 672.337830
	Iteration 22Q: 3 clusters Score -83551.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -83551.929688 Penalty: 672.337830
	Iteration 23F: 3 clusters Score -83551.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -23139.751953 Penalty: 301.875824
	Iteration 0F: 2 clusters Score -23139.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -22535.369141 Penalty: 603.751648
	Iteration 0F: 3 clusters Score -22535.37 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23144.148438 Penalty: 603.751648
	Iteration 1F: 3 clusters Score -23144.15 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23355.011719 Penalty: 603.751648
	Iteration 2F: 3 clusters Score -23355.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23436.439453 Penalty: 603.751648
	Iteration 3F: 3 clusters Score -23436.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23457.808594 Penalty: 603.751648
	Iteration 4Q: 3 clusters Score -23457.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23468.039062 Penalty: 603.751648
	Iteration 5Q: 3 clusters Score -23468.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23471.087891 Penalty: 603.751648
	Iteration 6Q: 3 clusters Score -23471.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23471.925781 Penalty: 603.751648
	Iteration 7Q: 3 clusters Score -23471.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23471.925781 Penalty: 603.751648
	Iteration 8F: 3 clusters Score -23471.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 36768 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 103631 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 245 members 
Entering Unmasked Estep 
Score: -10123912.000000 Penalty: 12712.841797
Splitting cluster 9 changes total score from -10122217.000000 to -10123912.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -33290.976562 Penalty: 294.421387
	Iteration 0F: 2 clusters Score -33290.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32729.156250 Penalty: 588.842773
	Iteration 0F: 3 clusters Score -32729.16 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32938.320312 Penalty: 588.842773
	Iteration 1F: 3 clusters Score -32938.32 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33033.519531 Penalty: 588.842773
	Iteration 2F: 3 clusters Score -33033.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33102.175781 Penalty: 588.842773
	Iteration 3F: 3 clusters Score -33102.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33134.355469 Penalty: 588.842773
	Iteration 4Q: 3 clusters Score -33134.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33148.425781 Penalty: 588.842773
	Iteration 5Q: 3 clusters Score -33148.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33159.859375 Penalty: 588.842773
	Iteration 6Q: 3 clusters Score -33159.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33164.859375 Penalty: 588.842773
	Iteration 7Q: 3 clusters Score -33164.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33167.695312 Penalty: 588.842773
	Iteration 8Q: 3 clusters Score -33167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33168.574219 Penalty: 588.842773
	Iteration 9Q: 3 clusters Score -33168.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33168.574219 Penalty: 588.842773
	Iteration 10F: 3 clusters Score -33168.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -33211.996094 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -33212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -32606.955078 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -32606.96 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -32805.402344 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -32805.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -32843.417969 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -32843.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -32871.625000 Penalty: 599.090271
	Iteration 3Q: 3 clusters Score -32871.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -32889.539062 Penalty: 599.090271
	Iteration 4Q: 3 clusters Score -32889.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -32906.558594 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -32906.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -32934.585938 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -32934.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -32955.843750 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -32955.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -32968.273438 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -32968.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -32976.179688 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -32976.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -32986.316406 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -32986.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -32998.328125 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -32998.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -33010.953125 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -33010.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -33021.226562 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -33021.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -33028.027344 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -33028.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -33032.945312 Penalty: 599.090271
	Iteration 15Q: 3 clusters Score -33032.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -33038.144531 Penalty: 599.090271
	Iteration 16Q: 3 clusters Score -33038.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -33053.039062 Penalty: 599.090271
	Iteration 17Q: 3 clusters Score -33053.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -33059.843750 Penalty: 599.090271
	Iteration 18Q: 3 clusters Score -33059.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -33065.601562 Penalty: 599.090271
	Iteration 19Q: 3 clusters Score -33065.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -33068.488281 Penalty: 599.090271
	Iteration 20F: 3 clusters Score -33068.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -33072.246094 Penalty: 599.090271
	Iteration 21Q: 3 clusters Score -33072.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -33076.550781 Penalty: 599.090271
	Iteration 22Q: 3 clusters Score -33076.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -33081.187500 Penalty: 599.090271
	Iteration 23Q: 3 clusters Score -33081.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -33084.824219 Penalty: 599.090271
	Iteration 24Q: 3 clusters Score -33084.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -33088.320312 Penalty: 599.090271
	Iteration 25Q: 3 clusters Score -33088.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -33093.613281 Penalty: 599.090271
	Iteration 26Q: 3 clusters Score -33093.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -33099.757812 Penalty: 599.090271
	Iteration 27Q: 3 clusters Score -33099.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -33105.492188 Penalty: 599.090271
	Iteration 28Q: 3 clusters Score -33105.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -33108.503906 Penalty: 599.090271
	Iteration 29Q: 3 clusters Score -33108.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -33109.242188 Penalty: 599.090271
	Iteration 30Q: 3 clusters Score -33109.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -33109.242188 Penalty: 599.090271
	Iteration 31F: 3 clusters Score -33109.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -13639.805664 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -13639.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13317.363281 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -13317.36 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13413.047852 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -13413.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13438.811523 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -13438.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13489.978516 Penalty: 523.194763
	Iteration 3F: 3 clusters Score -13489.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13557.040039 Penalty: 523.194763
	Iteration 4F: 3 clusters Score -13557.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13655.136719 Penalty: 523.194763
	Iteration 5F: 3 clusters Score -13655.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13713.997070 Penalty: 523.194763
	Iteration 6F: 3 clusters Score -13714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13754.045898 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -13754.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13790.065430 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -13790.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13799.472656 Penalty: 523.194763
	Iteration 9Q: 3 clusters Score -13799.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13804.662109 Penalty: 523.194763
	Iteration 10Q: 3 clusters Score -13804.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13804.662109 Penalty: 523.194763
	Iteration 11F: 3 clusters Score -13804.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 36768 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 106 members 
Mstep: Class 13 contains 103631 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 245 members 
Mstep: Class 24 contains 208 members 
Entering Unmasked Estep 
Score: -10123786.000000 Penalty: 13265.574219
Splitting cluster 12 changes total score from -10122217.000000 to -10123786.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (103631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103631 members 
Entering Unmasked Estep 
Score: -5958809.000000 Penalty: 525.460938
	Iteration 0F: 2 clusters Score -5958809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -5893804.500000 Penalty: 1050.921875
	Iteration 0F: 3 clusters Score -5893804 nChanged 50816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -5925980.500000 Penalty: 1050.921875
	Iteration 1F: 3 clusters Score -5925980 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -5928889.500000 Penalty: 1050.921875
	Iteration 2F: 3 clusters Score -5928890 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -5933254.000000 Penalty: 1050.921875
	Iteration 3F: 3 clusters Score -5933254 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -5938908.500000 Penalty: 1050.921875
	Iteration 4F: 3 clusters Score -5938908 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -5944482.500000 Penalty: 1050.921875
	Iteration 5F: 3 clusters Score -5944482 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 76752 members 
Entering Unmasked Estep 
Score: -5948053.500000 Penalty: 1050.921875
	Iteration 6F: 3 clusters Score -5948054 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -5949604.500000 Penalty: 1050.921875
	Iteration 7Q: 3 clusters Score -5949604 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 82738 members 
Entering Unmasked Estep 
Score: -5950610.000000 Penalty: 1050.921875
	Iteration 8Q: 3 clusters Score -5950610 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -5951473.500000 Penalty: 1050.921875
	Iteration 9Q: 3 clusters Score -5951474 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -5952294.500000 Penalty: 1050.921875
	Iteration 10Q: 3 clusters Score -5952294 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 90353 members 
Entering Unmasked Estep 
Score: -5953141.000000 Penalty: 1050.921875
	Iteration 11Q: 3 clusters Score -5953141 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 92198 members 
Entering Unmasked Estep 
Score: -5953732.000000 Penalty: 1050.921875
	Iteration 12Q: 3 clusters Score -5953732 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -5954196.000000 Penalty: 1050.921875
	Iteration 13Q: 3 clusters Score -5954196 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 94903 members 
Entering Unmasked Estep 
Score: -5954655.000000 Penalty: 1050.921875
	Iteration 14Q: 3 clusters Score -5954655 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 95945 members 
Entering Unmasked Estep 
Score: -5955026.500000 Penalty: 1050.921875
	Iteration 15Q: 3 clusters Score -5955026 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 96810 members 
Entering Unmasked Estep 
Score: -5955418.000000 Penalty: 1050.921875
	Iteration 16Q: 3 clusters Score -5955418 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -5955785.000000 Penalty: 1050.921875
	Iteration 17Q: 3 clusters Score -5955785 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 98188 members 
Entering Unmasked Estep 
Score: -5956123.000000 Penalty: 1050.921875
	Iteration 18Q: 3 clusters Score -5956123 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 98763 members 
Entering Unmasked Estep 
Score: -5956394.500000 Penalty: 1050.921875
	Iteration 19Q: 3 clusters Score -5956394 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 99270 members 
Entering Unmasked Estep 
Score: -5956676.500000 Penalty: 1050.921875
	Iteration 20F: 3 clusters Score -5956676 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 99725 members 
Entering Unmasked Estep 
Score: -5956915.000000 Penalty: 1050.921875
	Iteration 21Q: 3 clusters Score -5956915 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 100117 members 
Entering Unmasked Estep 
Score: -5957071.000000 Penalty: 1050.921875
	Iteration 22Q: 3 clusters Score -5957071 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 100448 members 
Entering Unmasked Estep 
Score: -5957211.500000 Penalty: 1050.921875
	Iteration 23Q: 3 clusters Score -5957212 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
Score: -5957366.500000 Penalty: 1050.921875
	Iteration 24Q: 3 clusters Score -5957366 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 101040 members 
Entering Unmasked Estep 
Score: -5957496.000000 Penalty: 1050.921875
	Iteration 25Q: 3 clusters Score -5957496 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 101284 members 
Entering Unmasked Estep 
Score: -5957609.000000 Penalty: 1050.921875
	Iteration 26Q: 3 clusters Score -5957609 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 101491 members 
Entering Unmasked Estep 
Score: -5957690.000000 Penalty: 1050.921875
	Iteration 27Q: 3 clusters Score -5957690 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 101679 members 
Entering Unmasked Estep 
Score: -5957814.000000 Penalty: 1050.921875
	Iteration 28Q: 3 clusters Score -5957814 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -5957904.000000 Penalty: 1050.921875
	Iteration 29Q: 3 clusters Score -5957904 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 101985 members 
Entering Unmasked Estep 
Score: -5957955.000000 Penalty: 1050.921875
	Iteration 30Q: 3 clusters Score -5957955 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 102105 members 
Entering Unmasked Estep 
Score: -5958014.000000 Penalty: 1050.921875
	Iteration 31Q: 3 clusters Score -5958014 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 102214 members 
Entering Unmasked Estep 
Score: -5958071.500000 Penalty: 1050.921875
	Iteration 32Q: 3 clusters Score -5958072 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -5958103.500000 Penalty: 1050.921875
	Iteration 33Q: 3 clusters Score -5958104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 102368 members 
Entering Unmasked Estep 
Score: -5958129.500000 Penalty: 1050.921875
	Iteration 34Q: 3 clusters Score -5958130 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 102428 members 
Entering Unmasked Estep 
Score: -5958169.000000 Penalty: 1050.921875
	Iteration 35Q: 3 clusters Score -5958169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 102473 members 
Entering Unmasked Estep 
Score: -5958192.500000 Penalty: 1050.921875
	Iteration 36Q: 3 clusters Score -5958192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 102510 members 
Entering Unmasked Estep 
Score: -5958198.500000 Penalty: 1050.921875
	Iteration 37Q: 3 clusters Score -5958198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 102545 members 
Entering Unmasked Estep 
Score: -5958217.500000 Penalty: 1050.921875
	Iteration 38Q: 3 clusters Score -5958218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 102585 members 
Entering Unmasked Estep 
Score: -5958231.500000 Penalty: 1050.921875
	Iteration 39Q: 3 clusters Score -5958232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 102619 members 
Entering Unmasked Estep 
Score: -5958247.500000 Penalty: 1050.921875
	Iteration 40F: 3 clusters Score -5958248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 102644 members 
Entering Unmasked Estep 
Score: -5958268.500000 Penalty: 1050.921875
	Iteration 41Q: 3 clusters Score -5958268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 102663 members 
Entering Unmasked Estep 
Score: -5958271.000000 Penalty: 1050.921875
	Iteration 42Q: 3 clusters Score -5958271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 102681 members 
Entering Unmasked Estep 
Score: -5958276.500000 Penalty: 1050.921875
	Iteration 43Q: 3 clusters Score -5958276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 102694 members 
Entering Unmasked Estep 
Score: -5958279.500000 Penalty: 1050.921875
	Iteration 44Q: 3 clusters Score -5958280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 102710 members 
Entering Unmasked Estep 
Score: -5958282.000000 Penalty: 1050.921875
	Iteration 45Q: 3 clusters Score -5958282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 102724 members 
Entering Unmasked Estep 
Score: -5958287.500000 Penalty: 1050.921875
	Iteration 46Q: 3 clusters Score -5958288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 102737 members 
Entering Unmasked Estep 
Score: -5958294.500000 Penalty: 1050.921875
	Iteration 47Q: 3 clusters Score -5958294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -5958288.500000 Penalty: 1050.921875
	Iteration 48Q: 3 clusters Score -5958288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 102759 members 
Entering Unmasked Estep 
Score: -5958294.000000 Penalty: 1050.921875
	Iteration 49Q: 3 clusters Score -5958294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 102772 members 
Entering Unmasked Estep 
Score: -5958307.500000 Penalty: 1050.921875
	Iteration 50Q: 3 clusters Score -5958308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 102784 members 
Entering Unmasked Estep 
Score: -5958326.000000 Penalty: 1050.921875
	Iteration 51Q: 3 clusters Score -5958326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 102796 members 
Entering Unmasked Estep 
Score: -5958329.000000 Penalty: 1050.921875
	Iteration 52Q: 3 clusters Score -5958329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 102807 members 
Entering Unmasked Estep 
Score: -5958335.000000 Penalty: 1050.921875
	Iteration 53Q: 3 clusters Score -5958335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 102821 members 
Entering Unmasked Estep 
Score: -5958358.500000 Penalty: 1050.921875
	Iteration 54Q: 3 clusters Score -5958358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 102838 members 
Entering Unmasked Estep 
Score: -5958370.500000 Penalty: 1050.921875
	Iteration 55Q: 3 clusters Score -5958370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 102855 members 
Entering Unmasked Estep 
Score: -5958380.500000 Penalty: 1050.921875
	Iteration 56Q: 3 clusters Score -5958380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 102867 members 
Entering Unmasked Estep 
Score: -5958392.500000 Penalty: 1050.921875
	Iteration 57Q: 3 clusters Score -5958392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 102876 members 
Entering Unmasked Estep 
Score: -5958403.000000 Penalty: 1050.921875
	Iteration 58Q: 3 clusters Score -5958403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 102883 members 
Entering Unmasked Estep 
Score: -5958411.000000 Penalty: 1050.921875
	Iteration 59Q: 3 clusters Score -5958411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 102893 members 
Entering Unmasked Estep 
Score: -5958411.500000 Penalty: 1050.921875
	Iteration 60F: 3 clusters Score -5958412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 102907 members 
Entering Unmasked Estep 
Score: -5958414.500000 Penalty: 1050.921875
	Iteration 61Q: 3 clusters Score -5958414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 102921 members 
Entering Unmasked Estep 
Score: -5958421.500000 Penalty: 1050.921875
	Iteration 62Q: 3 clusters Score -5958422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 102934 members 
Entering Unmasked Estep 
Score: -5958439.500000 Penalty: 1050.921875
	Iteration 63Q: 3 clusters Score -5958440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 102948 members 
Entering Unmasked Estep 
Score: -5958462.500000 Penalty: 1050.921875
	Iteration 64Q: 3 clusters Score -5958462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 102950 members 
Entering Unmasked Estep 
Score: -5958467.500000 Penalty: 1050.921875
	Iteration 65Q: 3 clusters Score -5958468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 102958 members 
Entering Unmasked Estep 
Score: -5958471.000000 Penalty: 1050.921875
	Iteration 66Q: 3 clusters Score -5958471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 102962 members 
Entering Unmasked Estep 
Score: -5958473.500000 Penalty: 1050.921875
	Iteration 67Q: 3 clusters Score -5958474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 102966 members 
Entering Unmasked Estep 
Score: -5958475.000000 Penalty: 1050.921875
	Iteration 68Q: 3 clusters Score -5958475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 102970 members 
Entering Unmasked Estep 
Score: -5958481.500000 Penalty: 1050.921875
	Iteration 69Q: 3 clusters Score -5958482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 102973 members 
Entering Unmasked Estep 
Score: -5958481.500000 Penalty: 1050.921875
	Iteration 70Q: 3 clusters Score -5958482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 102974 members 
Entering Unmasked Estep 
Score: -5958480.500000 Penalty: 1050.921875
	Iteration 71Q: 3 clusters Score -5958480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 102973 members 
Entering Unmasked Estep 
Score: -5958483.000000 Penalty: 1050.921875
	Iteration 72Q: 3 clusters Score -5958483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 102976 members 
Entering Unmasked Estep 
Score: -5958486.000000 Penalty: 1050.921875
	Iteration 73Q: 3 clusters Score -5958486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -5958480.000000 Penalty: 1050.921875
	Iteration 74Q: 3 clusters Score -5958480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 102984 members 
Entering Unmasked Estep 
Score: -5958484.000000 Penalty: 1050.921875
	Iteration 75Q: 3 clusters Score -5958484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 102995 members 
Entering Unmasked Estep 
Score: -5958484.500000 Penalty: 1050.921875
	Iteration 76Q: 3 clusters Score -5958484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 103005 members 
Entering Unmasked Estep 
Score: -5958491.000000 Penalty: 1050.921875
	Iteration 77Q: 3 clusters Score -5958491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 103014 members 
Entering Unmasked Estep 
Score: -5958483.000000 Penalty: 1050.921875
	Iteration 78Q: 3 clusters Score -5958483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 103025 members 
Entering Unmasked Estep 
Score: -5958488.500000 Penalty: 1050.921875
	Iteration 79Q: 3 clusters Score -5958488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 103031 members 
Entering Unmasked Estep 
Score: -5958501.000000 Penalty: 1050.921875
	Iteration 80F: 3 clusters Score -5958501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 103038 members 
Entering Unmasked Estep 
Score: -5958513.000000 Penalty: 1050.921875
	Iteration 81Q: 3 clusters Score -5958513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 103046 members 
Entering Unmasked Estep 
Score: -5958519.500000 Penalty: 1050.921875
	Iteration 82Q: 3 clusters Score -5958520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
Score: -5958526.500000 Penalty: 1050.921875
	Iteration 83Q: 3 clusters Score -5958526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -5958528.000000 Penalty: 1050.921875
	Iteration 84Q: 3 clusters Score -5958528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 103068 members 
Entering Unmasked Estep 
Score: -5958527.500000 Penalty: 1050.921875
	Iteration 85Q: 3 clusters Score -5958528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 103075 members 
Entering Unmasked Estep 
Score: -5958541.000000 Penalty: 1050.921875
	Iteration 86Q: 3 clusters Score -5958541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -5958554.000000 Penalty: 1050.921875
	Iteration 87Q: 3 clusters Score -5958554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 103081 members 
Entering Unmasked Estep 
Score: -5958556.000000 Penalty: 1050.921875
	Iteration 88Q: 3 clusters Score -5958556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 103086 members 
Entering Unmasked Estep 
Score: -5958555.000000 Penalty: 1050.921875
	Iteration 89Q: 3 clusters Score -5958555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 103089 members 
Entering Unmasked Estep 
Score: -5958562.500000 Penalty: 1050.921875
	Iteration 90Q: 3 clusters Score -5958562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 103093 members 
Entering Unmasked Estep 
Score: -5958559.000000 Penalty: 1050.921875
	Iteration 91Q: 3 clusters Score -5958559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 103095 members 
Entering Unmasked Estep 
Score: -5958564.000000 Penalty: 1050.921875
	Iteration 92Q: 3 clusters Score -5958564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 103097 members 
Entering Unmasked Estep 
Score: -5958561.500000 Penalty: 1050.921875
	Iteration 93Q: 3 clusters Score -5958562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 103101 members 
Entering Unmasked Estep 
Score: -5958560.500000 Penalty: 1050.921875
	Iteration 94Q: 3 clusters Score -5958560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 103102 members 
Entering Unmasked Estep 
Score: -5958566.500000 Penalty: 1050.921875
	Iteration 95Q: 3 clusters Score -5958566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 103104 members 
Entering Unmasked Estep 
Score: -5958566.500000 Penalty: 1050.921875
	Iteration 96Q: 3 clusters Score -5958566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 103105 members 
Entering Unmasked Estep 
Score: -5958568.000000 Penalty: 1050.921875
	Iteration 97Q: 3 clusters Score -5958568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 103106 members 
Entering Unmasked Estep 
Score: -5958576.500000 Penalty: 1050.921875
	Iteration 98Q: 3 clusters Score -5958576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 103108 members 
Entering Unmasked Estep 
Score: -5958576.500000 Penalty: 1050.921875
	Iteration 99Q: 3 clusters Score -5958576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 103109 members 
Entering Unmasked Estep 
Score: -5958573.500000 Penalty: 1050.921875
	Iteration 100F: 3 clusters Score -5958574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -20583.039062 Penalty: 285.243896
	Iteration 0F: 2 clusters Score -20583.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20089.873047 Penalty: 570.487793
	Iteration 0F: 3 clusters Score -20089.87 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20289.279297 Penalty: 570.487793
	Iteration 1F: 3 clusters Score -20289.28 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20375.490234 Penalty: 570.487793
	Iteration 2F: 3 clusters Score -20375.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -20426.220703 Penalty: 570.487793
	Iteration 3F: 3 clusters Score -20426.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20472.671875 Penalty: 570.487793
	Iteration 4F: 3 clusters Score -20472.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20519.210938 Penalty: 570.487793
	Iteration 5F: 3 clusters Score -20519.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20577.582031 Penalty: 570.487793
	Iteration 6F: 3 clusters Score -20577.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20657.177734 Penalty: 570.487793
	Iteration 7F: 3 clusters Score -20657.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20781.017578 Penalty: 570.487793
	Iteration 8F: 3 clusters Score -20781.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20918.789062 Penalty: 570.487793
	Iteration 9F: 3 clusters Score -20918.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21108.626953 Penalty: 570.487793
	Iteration 10F: 3 clusters Score -21108.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21359.681641 Penalty: 570.487793
	Iteration 11F: 3 clusters Score -21359.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21515.865234 Penalty: 570.487793
	Iteration 12Q: 3 clusters Score -21515.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21573.912109 Penalty: 570.487793
	Iteration 13Q: 3 clusters Score -21573.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21604.257812 Penalty: 570.487793
	Iteration 14Q: 3 clusters Score -21604.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21665.021484 Penalty: 570.487793
	Iteration 15Q: 3 clusters Score -21665.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21692.009766 Penalty: 570.487793
	Iteration 16Q: 3 clusters Score -21692.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21707.498047 Penalty: 570.487793
	Iteration 17Q: 3 clusters Score -21707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21717.951172 Penalty: 570.487793
	Iteration 18Q: 3 clusters Score -21717.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21721.767578 Penalty: 570.487793
	Iteration 19Q: 3 clusters Score -21721.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21721.767578 Penalty: 570.487793
	Iteration 20F: 3 clusters Score -21721.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 36768 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 106 members 
Mstep: Class 13 contains 103631 members 
Mstep: Class 14 contains 333 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 245 members 
Mstep: Class 24 contains 208 members 
Mstep: Class 25 contains 195 members 
Entering Unmasked Estep 
Score: -10124669.000000 Penalty: 13818.306641
Splitting cluster 14 changes total score from -10122217.000000 to -10124669.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -10577.535156 Penalty: 282.307373
	Iteration 0F: 2 clusters Score -10577.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10164.667969 Penalty: 564.614746
	Iteration 0F: 3 clusters Score -10164.67 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10545.859375 Penalty: 564.614746
	Iteration 1F: 3 clusters Score -10545.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10620.909180 Penalty: 564.614746
	Iteration 2F: 3 clusters Score -10620.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10695.384766 Penalty: 564.614746
	Iteration 3Q: 3 clusters Score -10695.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10762.971680 Penalty: 564.614746
	Iteration 4Q: 3 clusters Score -10762.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10800.717773 Penalty: 564.614746
	Iteration 5Q: 3 clusters Score -10800.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10826.361328 Penalty: 564.614746
	Iteration 6Q: 3 clusters Score -10826.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10847.399414 Penalty: 564.614746
	Iteration 7Q: 3 clusters Score -10847.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10923.936523 Penalty: 564.614746
	Iteration 8Q: 3 clusters Score -10923.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10992.204102 Penalty: 564.614746
	Iteration 9Q: 3 clusters Score -10992.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -11023.983398 Penalty: 564.614746
	Iteration 10Q: 3 clusters Score -11023.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11053.728516 Penalty: 564.614746
	Iteration 11Q: 3 clusters Score -11053.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11060.080078 Penalty: 564.614746
	Iteration 12Q: 3 clusters Score -11060.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11062.792969 Penalty: 564.614746
	Iteration 13Q: 3 clusters Score -11062.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11064.128906 Penalty: 564.614746
	Iteration 14Q: 3 clusters Score -11064.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -11065.168945 Penalty: 564.614746
	Iteration 15Q: 3 clusters Score -11065.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -11065.168945 Penalty: 564.614746
	Iteration 16F: 3 clusters Score -11065.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 36768 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 106 members 
Mstep: Class 13 contains 103631 members 
Mstep: Class 14 contains 333 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 245 members 
Mstep: Class 24 contains 208 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 284 members 
Entering Unmasked Estep 
Score: -10124890.000000 Penalty: 14371.039062
Splitting cluster 16 changes total score from -10122217.000000 to -10124890.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (11078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Entering Unmasked Estep 
Score: -630906.937500 Penalty: 423.728607
	Iteration 0F: 2 clusters Score -630906.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -623467.750000 Penalty: 847.457214
	Iteration 0F: 3 clusters Score -623467.8 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -626658.437500 Penalty: 847.457214
	Iteration 1F: 3 clusters Score -626658.4 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -627171.125000 Penalty: 847.457214
	Iteration 2F: 3 clusters Score -627171.1 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -627792.187500 Penalty: 847.457214
	Iteration 3F: 3 clusters Score -627792.2 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -628395.875000 Penalty: 847.457214
	Iteration 4F: 3 clusters Score -628395.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -628986.750000 Penalty: 847.457214
	Iteration 5F: 3 clusters Score -628986.8 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -629571.000000 Penalty: 847.457214
	Iteration 6F: 3 clusters Score -629571 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -630046.125000 Penalty: 847.457214
	Iteration 7F: 3 clusters Score -630046.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -630315.437500 Penalty: 847.457214
	Iteration 8Q: 3 clusters Score -630315.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -630488.812500 Penalty: 847.457214
	Iteration 9Q: 3 clusters Score -630488.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -630601.937500 Penalty: 847.457214
	Iteration 10Q: 3 clusters Score -630601.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -630669.812500 Penalty: 847.457214
	Iteration 11Q: 3 clusters Score -630669.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -630715.937500 Penalty: 847.457214
	Iteration 12Q: 3 clusters Score -630715.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -630741.375000 Penalty: 847.457214
	Iteration 13Q: 3 clusters Score -630741.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -630760.312500 Penalty: 847.457214
	Iteration 14Q: 3 clusters Score -630760.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -630771.750000 Penalty: 847.457214
	Iteration 15Q: 3 clusters Score -630771.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -630786.562500 Penalty: 847.457214
	Iteration 16Q: 3 clusters Score -630786.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -630798.375000 Penalty: 847.457214
	Iteration 17Q: 3 clusters Score -630798.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -630810.312500 Penalty: 847.457214
	Iteration 18Q: 3 clusters Score -630810.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -630821.312500 Penalty: 847.457214
	Iteration 19Q: 3 clusters Score -630821.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -630825.187500 Penalty: 847.457214
	Iteration 20F: 3 clusters Score -630825.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -630831.437500 Penalty: 847.457214
	Iteration 21Q: 3 clusters Score -630831.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -630837.312500 Penalty: 847.457214
	Iteration 22Q: 3 clusters Score -630837.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -630845.812500 Penalty: 847.457214
	Iteration 23Q: 3 clusters Score -630845.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -630857.000000 Penalty: 847.457214
	Iteration 24Q: 3 clusters Score -630857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -630870.937500 Penalty: 847.457214
	Iteration 25Q: 3 clusters Score -630870.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -630884.375000 Penalty: 847.457214
	Iteration 26Q: 3 clusters Score -630884.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -630896.062500 Penalty: 847.457214
	Iteration 27Q: 3 clusters Score -630896.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -630916.000000 Penalty: 847.457214
	Iteration 28Q: 3 clusters Score -630916 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -630936.750000 Penalty: 847.457214
	Iteration 29Q: 3 clusters Score -630936.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -630964.562500 Penalty: 847.457214
	Iteration 30Q: 3 clusters Score -630964.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -630983.687500 Penalty: 847.457214
	Iteration 31Q: 3 clusters Score -630983.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -630994.750000 Penalty: 847.457214
	Iteration 32Q: 3 clusters Score -630994.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -631005.750000 Penalty: 847.457214
	Iteration 33Q: 3 clusters Score -631005.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -631014.562500 Penalty: 847.457214
	Iteration 34Q: 3 clusters Score -631014.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -631024.250000 Penalty: 847.457214
	Iteration 35Q: 3 clusters Score -631024.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -631033.000000 Penalty: 847.457214
	Iteration 36Q: 3 clusters Score -631033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -631044.125000 Penalty: 847.457214
	Iteration 37Q: 3 clusters Score -631044.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -631052.062500 Penalty: 847.457214
	Iteration 38Q: 3 clusters Score -631052.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -631059.250000 Penalty: 847.457214
	Iteration 39Q: 3 clusters Score -631059.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -631065.500000 Penalty: 847.457214
	Iteration 40F: 3 clusters Score -631065.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -631068.312500 Penalty: 847.457214
	Iteration 41Q: 3 clusters Score -631068.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -631074.625000 Penalty: 847.457214
	Iteration 42Q: 3 clusters Score -631074.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -631078.437500 Penalty: 847.457214
	Iteration 43Q: 3 clusters Score -631078.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -631081.562500 Penalty: 847.457214
	Iteration 44Q: 3 clusters Score -631081.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -631082.250000 Penalty: 847.457214
	Iteration 45Q: 3 clusters Score -631082.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -631085.250000 Penalty: 847.457214
	Iteration 46Q: 3 clusters Score -631085.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -631088.062500 Penalty: 847.457214
	Iteration 47Q: 3 clusters Score -631088.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -631086.875000 Penalty: 847.457214
	Iteration 48Q: 3 clusters Score -631086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -631086.687500 Penalty: 847.457214
	Iteration 49Q: 3 clusters Score -631086.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -631087.187500 Penalty: 847.457214
	Iteration 50Q: 3 clusters Score -631087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -631087.562500 Penalty: 847.457214
	Iteration 51Q: 3 clusters Score -631087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -631087.812500 Penalty: 847.457214
	Iteration 52Q: 3 clusters Score -631087.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -631088.937500 Penalty: 847.457214
	Iteration 53Q: 3 clusters Score -631088.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -631088.687500 Penalty: 847.457214
	Iteration 54Q: 3 clusters Score -631088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -631089.812500 Penalty: 847.457214
	Iteration 55Q: 3 clusters Score -631089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -631089.062500 Penalty: 847.457214
	Iteration 56Q: 3 clusters Score -631089.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -631089.062500 Penalty: 847.457214
	Iteration 57F: 3 clusters Score -631089.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 36768 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 106 members 
Mstep: Class 13 contains 103631 members 
Mstep: Class 14 contains 333 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 8162 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 245 members 
Mstep: Class 24 contains 208 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 284 members 
Mstep: Class 27 contains 2916 members 
Entering Unmasked Estep 
Score: -10124974.000000 Penalty: 14923.770508
Splitting cluster 17 changes total score from -10122217.000000 to -10124974.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (12323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Entering Unmasked Estep 
Score: -620312.750000 Penalty: 428.574646
	Iteration 0F: 2 clusters Score -620312.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -612212.625000 Penalty: 857.149292
	Iteration 0F: 3 clusters Score -612212.6 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -616871.312500 Penalty: 857.149292
	Iteration 1F: 3 clusters Score -616871.3 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -618137.937500 Penalty: 857.149292
	Iteration 2F: 3 clusters Score -618137.9 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -619255.937500 Penalty: 857.149292
	Iteration 3F: 3 clusters Score -619255.9 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -620126.500000 Penalty: 857.149292
	Iteration 4F: 3 clusters Score -620126.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -620681.625000 Penalty: 857.149292
	Iteration 5Q: 3 clusters Score -620681.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -620986.062500 Penalty: 857.149292
	Iteration 6Q: 3 clusters Score -620986.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -621101.812500 Penalty: 857.149292
	Iteration 7Q: 3 clusters Score -621101.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -621173.937500 Penalty: 857.149292
	Iteration 8Q: 3 clusters Score -621173.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -621234.062500 Penalty: 857.149292
	Iteration 9Q: 3 clusters Score -621234.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -621276.500000 Penalty: 857.149292
	Iteration 10Q: 3 clusters Score -621276.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -621311.000000 Penalty: 857.149292
	Iteration 11Q: 3 clusters Score -621311 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -621357.062500 Penalty: 857.149292
	Iteration 12Q: 3 clusters Score -621357.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -621390.125000 Penalty: 857.149292
	Iteration 13Q: 3 clusters Score -621390.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -621414.500000 Penalty: 857.149292
	Iteration 14Q: 3 clusters Score -621414.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -621431.562500 Penalty: 857.149292
	Iteration 15Q: 3 clusters Score -621431.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -621439.375000 Penalty: 857.149292
	Iteration 16Q: 3 clusters Score -621439.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -621446.375000 Penalty: 857.149292
	Iteration 17Q: 3 clusters Score -621446.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -621448.437500 Penalty: 857.149292
	Iteration 18Q: 3 clusters Score -621448.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -621454.375000 Penalty: 857.149292
	Iteration 19Q: 3 clusters Score -621454.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -621458.937500 Penalty: 857.149292
	Iteration 20F: 3 clusters Score -621458.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -621463.187500 Penalty: 857.149292
	Iteration 21Q: 3 clusters Score -621463.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -621469.937500 Penalty: 857.149292
	Iteration 22Q: 3 clusters Score -621469.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -621470.812500 Penalty: 857.149292
	Iteration 23Q: 3 clusters Score -621470.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -621472.375000 Penalty: 857.149292
	Iteration 24Q: 3 clusters Score -621472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -621472.687500 Penalty: 857.149292
	Iteration 25Q: 3 clusters Score -621472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -621472.750000 Penalty: 857.149292
	Iteration 26Q: 3 clusters Score -621472.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -621473.500000 Penalty: 857.149292
	Iteration 27Q: 3 clusters Score -621473.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -621475.500000 Penalty: 857.149292
	Iteration 28Q: 3 clusters Score -621475.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -621476.875000 Penalty: 857.149292
	Iteration 29Q: 3 clusters Score -621476.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -621475.500000 Penalty: 857.149292
	Iteration 30Q: 3 clusters Score -621475.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -621476.125000 Penalty: 857.149292
	Iteration 31Q: 3 clusters Score -621476.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -621477.812500 Penalty: 857.149292
	Iteration 32Q: 3 clusters Score -621477.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -621477.437500 Penalty: 857.149292
	Iteration 33Q: 3 clusters Score -621477.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -621479.937500 Penalty: 857.149292
	Iteration 34Q: 3 clusters Score -621479.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -621480.500000 Penalty: 857.149292
	Iteration 35Q: 3 clusters Score -621480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -621481.375000 Penalty: 857.149292
	Iteration 36Q: 3 clusters Score -621481.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -621476.812500 Penalty: 857.149292
	Iteration 37Q: 3 clusters Score -621476.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -621480.187500 Penalty: 857.149292
	Iteration 38Q: 3 clusters Score -621480.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -621482.187500 Penalty: 857.149292
	Iteration 39Q: 3 clusters Score -621482.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -621481.937500 Penalty: 857.149292
	Iteration 40F: 3 clusters Score -621481.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -621485.000000 Penalty: 857.149292
	Iteration 41Q: 3 clusters Score -621485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -621484.875000 Penalty: 857.149292
	Iteration 42Q: 3 clusters Score -621484.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -621485.625000 Penalty: 857.149292
	Iteration 43Q: 3 clusters Score -621485.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -621491.437500 Penalty: 857.149292
	Iteration 44Q: 3 clusters Score -621491.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -621494.062500 Penalty: 857.149292
	Iteration 45Q: 3 clusters Score -621494.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -621497.937500 Penalty: 857.149292
	Iteration 46Q: 3 clusters Score -621497.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -621505.625000 Penalty: 857.149292
	Iteration 47Q: 3 clusters Score -621505.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -621512.062500 Penalty: 857.149292
	Iteration 48Q: 3 clusters Score -621512.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -621517.625000 Penalty: 857.149292
	Iteration 49Q: 3 clusters Score -621517.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -621521.250000 Penalty: 857.149292
	Iteration 50Q: 3 clusters Score -621521.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -621525.312500 Penalty: 857.149292
	Iteration 51Q: 3 clusters Score -621525.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -621531.062500 Penalty: 857.149292
	Iteration 52Q: 3 clusters Score -621531.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -621529.250000 Penalty: 857.149292
	Iteration 53Q: 3 clusters Score -621529.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -621531.937500 Penalty: 857.149292
	Iteration 54Q: 3 clusters Score -621531.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -621531.375000 Penalty: 857.149292
	Iteration 55Q: 3 clusters Score -621531.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -621533.250000 Penalty: 857.149292
	Iteration 56Q: 3 clusters Score -621533.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -621530.437500 Penalty: 857.149292
	Iteration 57Q: 3 clusters Score -621530.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -621534.187500 Penalty: 857.149292
	Iteration 58Q: 3 clusters Score -621534.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -621537.000000 Penalty: 857.149292
	Iteration 59Q: 3 clusters Score -621537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -621542.750000 Penalty: 857.149292
	Iteration 60F: 3 clusters Score -621542.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -621548.375000 Penalty: 857.149292
	Iteration 61Q: 3 clusters Score -621548.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -621552.625000 Penalty: 857.149292
	Iteration 62Q: 3 clusters Score -621552.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -621558.062500 Penalty: 857.149292
	Iteration 63Q: 3 clusters Score -621558.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -621558.812500 Penalty: 857.149292
	Iteration 64Q: 3 clusters Score -621558.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -621561.625000 Penalty: 857.149292
	Iteration 65Q: 3 clusters Score -621561.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -621570.187500 Penalty: 857.149292
	Iteration 66Q: 3 clusters Score -621570.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -621574.750000 Penalty: 857.149292
	Iteration 67Q: 3 clusters Score -621574.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -621573.500000 Penalty: 857.149292
	Iteration 68Q: 3 clusters Score -621573.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -621579.000000 Penalty: 857.149292
	Iteration 69Q: 3 clusters Score -621579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -621582.125000 Penalty: 857.149292
	Iteration 70Q: 3 clusters Score -621582.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -621584.687500 Penalty: 857.149292
	Iteration 71Q: 3 clusters Score -621584.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -621581.937500 Penalty: 857.149292
	Iteration 72Q: 3 clusters Score -621581.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -621586.312500 Penalty: 857.149292
	Iteration 73Q: 3 clusters Score -621586.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -621586.625000 Penalty: 857.149292
	Iteration 74Q: 3 clusters Score -621586.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -621586.937500 Penalty: 857.149292
	Iteration 75Q: 3 clusters Score -621586.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -621590.562500 Penalty: 857.149292
	Iteration 76Q: 3 clusters Score -621590.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -621590.437500 Penalty: 857.149292
	Iteration 77Q: 3 clusters Score -621590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -621590.875000 Penalty: 857.149292
	Iteration 78Q: 3 clusters Score -621590.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -621590.062500 Penalty: 857.149292
	Iteration 79Q: 3 clusters Score -621590.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -621587.687500 Penalty: 857.149292
	Iteration 80F: 3 clusters Score -621587.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -621594.375000 Penalty: 857.149292
	Iteration 81Q: 3 clusters Score -621594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -621591.875000 Penalty: 857.149292
	Iteration 82Q: 3 clusters Score -621591.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -621594.437500 Penalty: 857.149292
	Iteration 83Q: 3 clusters Score -621594.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -621595.187500 Penalty: 857.149292
	Iteration 84Q: 3 clusters Score -621595.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -621595.000000 Penalty: 857.149292
	Iteration 85Q: 3 clusters Score -621595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -621594.500000 Penalty: 857.149292
	Iteration 86Q: 3 clusters Score -621594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -621594.687500 Penalty: 857.149292
	Iteration 87Q: 3 clusters Score -621594.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -621594.937500 Penalty: 857.149292
	Iteration 88Q: 3 clusters Score -621594.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -621593.812500 Penalty: 857.149292
	Iteration 89Q: 3 clusters Score -621593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -621593.375000 Penalty: 857.149292
	Iteration 90Q: 3 clusters Score -621593.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -621593.375000 Penalty: 857.149292
	Iteration 91F: 3 clusters Score -621593.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 36768 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 106 members 
Mstep: Class 13 contains 103631 members 
Mstep: Class 14 contains 333 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 8162 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 10413 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 245 members 
Mstep: Class 24 contains 208 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 284 members 
Mstep: Class 27 contains 2916 members 
Mstep: Class 28 contains 1910 members 
Entering Unmasked Estep 
Score: -10126072.000000 Penalty: 15476.502930
Splitting cluster 20 changes total score from -10122217.000000 to -10126072.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -84482.445312 Penalty: 337.390472
	Iteration 0F: 2 clusters Score -84482.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -83254.656250 Penalty: 674.780945
	Iteration 0F: 3 clusters Score -83254.66 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -83657.218750 Penalty: 674.780945
	Iteration 1F: 3 clusters Score -83657.22 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -83740.406250 Penalty: 674.780945
	Iteration 2F: 3 clusters Score -83740.41 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -83802.351562 Penalty: 674.780945
	Iteration 3F: 3 clusters Score -83802.35 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -83859.984375 Penalty: 674.780945
	Iteration 4F: 3 clusters Score -83859.98 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -83907.937500 Penalty: 674.780945
	Iteration 5Q: 3 clusters Score -83907.94 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -83954.929688 Penalty: 674.780945
	Iteration 6Q: 3 clusters Score -83954.93 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -83991.554688 Penalty: 674.780945
	Iteration 7Q: 3 clusters Score -83991.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -84013.500000 Penalty: 674.780945
	Iteration 8Q: 3 clusters Score -84013.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -84024.921875 Penalty: 674.780945
	Iteration 9Q: 3 clusters Score -84024.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -84035.914062 Penalty: 674.780945
	Iteration 10Q: 3 clusters Score -84035.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -84047.218750 Penalty: 674.780945
	Iteration 11Q: 3 clusters Score -84047.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -84057.843750 Penalty: 674.780945
	Iteration 12Q: 3 clusters Score -84057.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -84069.031250 Penalty: 674.780945
	Iteration 13Q: 3 clusters Score -84069.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -84080.007812 Penalty: 674.780945
	Iteration 14Q: 3 clusters Score -84080.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -84087.640625 Penalty: 674.780945
	Iteration 15Q: 3 clusters Score -84087.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -84098.007812 Penalty: 674.780945
	Iteration 16Q: 3 clusters Score -84098.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -84116.101562 Penalty: 674.780945
	Iteration 17Q: 3 clusters Score -84116.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -84134.851562 Penalty: 674.780945
	Iteration 18Q: 3 clusters Score -84134.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -84144.390625 Penalty: 674.780945
	Iteration 19Q: 3 clusters Score -84144.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -84158.710938 Penalty: 674.780945
	Iteration 20F: 3 clusters Score -84158.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -84181.984375 Penalty: 674.780945
	Iteration 21Q: 3 clusters Score -84181.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -84199.796875 Penalty: 674.780945
	Iteration 22Q: 3 clusters Score -84199.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -84207.851562 Penalty: 674.780945
	Iteration 23Q: 3 clusters Score -84207.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -84216.492188 Penalty: 674.780945
	Iteration 24Q: 3 clusters Score -84216.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -84227.828125 Penalty: 674.780945
	Iteration 25Q: 3 clusters Score -84227.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -84241.796875 Penalty: 674.780945
	Iteration 26Q: 3 clusters Score -84241.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -84248.843750 Penalty: 674.780945
	Iteration 27Q: 3 clusters Score -84248.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -84251.921875 Penalty: 674.780945
	Iteration 28Q: 3 clusters Score -84251.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -84254.695312 Penalty: 674.780945
	Iteration 29Q: 3 clusters Score -84254.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -84256.289062 Penalty: 674.780945
	Iteration 30Q: 3 clusters Score -84256.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -84256.656250 Penalty: 674.780945
	Iteration 31Q: 3 clusters Score -84256.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -84257.789062 Penalty: 674.780945
	Iteration 32Q: 3 clusters Score -84257.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -84257.906250 Penalty: 674.780945
	Iteration 33Q: 3 clusters Score -84257.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -84258.765625 Penalty: 674.780945
	Iteration 34Q: 3 clusters Score -84258.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -84259.906250 Penalty: 674.780945
	Iteration 35Q: 3 clusters Score -84259.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -84260.375000 Penalty: 674.780945
	Iteration 36Q: 3 clusters Score -84260.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -84260.492188 Penalty: 674.780945
	Iteration 37Q: 3 clusters Score -84260.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -84260.656250 Penalty: 674.780945
	Iteration 38Q: 3 clusters Score -84260.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -84260.656250 Penalty: 674.780945
	Iteration 39F: 3 clusters Score -84260.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -90654.062500 Penalty: 342.953064
	Iteration 0F: 2 clusters Score -90654.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -89364.429688 Penalty: 685.906128
	Iteration 0F: 3 clusters Score -89364.43 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -90461.054688 Penalty: 685.906128
	Iteration 1F: 3 clusters Score -90461.05 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -90795.179688 Penalty: 685.906128
	Iteration 2F: 3 clusters Score -90795.18 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -90920.710938 Penalty: 685.906128
	Iteration 3F: 3 clusters Score -90920.71 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -91009.945312 Penalty: 685.906128
	Iteration 4Q: 3 clusters Score -91009.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -91088.007812 Penalty: 685.906128
	Iteration 5Q: 3 clusters Score -91088.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -91211.406250 Penalty: 685.906128
	Iteration 6Q: 3 clusters Score -91211.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -91279.132812 Penalty: 685.906128
	Iteration 7Q: 3 clusters Score -91279.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -91302.421875 Penalty: 685.906128
	Iteration 8Q: 3 clusters Score -91302.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -91335.453125 Penalty: 685.906128
	Iteration 9Q: 3 clusters Score -91335.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -91376.781250 Penalty: 685.906128
	Iteration 10Q: 3 clusters Score -91376.78 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -91419.570312 Penalty: 685.906128
	Iteration 11Q: 3 clusters Score -91419.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -91459.953125 Penalty: 685.906128
	Iteration 12Q: 3 clusters Score -91459.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -91483.742188 Penalty: 685.906128
	Iteration 13Q: 3 clusters Score -91483.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -91533.312500 Penalty: 685.906128
	Iteration 14Q: 3 clusters Score -91533.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -91649.726562 Penalty: 685.906128
	Iteration 15Q: 3 clusters Score -91649.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -91661.375000 Penalty: 685.906128
	Iteration 16Q: 3 clusters Score -91661.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -91669.015625 Penalty: 685.906128
	Iteration 17Q: 3 clusters Score -91669.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -91672.062500 Penalty: 685.906128
	Iteration 18Q: 3 clusters Score -91672.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -91673.890625 Penalty: 685.906128
	Iteration 19Q: 3 clusters Score -91673.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -91676.203125 Penalty: 685.906128
	Iteration 20F: 3 clusters Score -91676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -91683.062500 Penalty: 685.906128
	Iteration 21Q: 3 clusters Score -91683.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -91687.671875 Penalty: 685.906128
	Iteration 22Q: 3 clusters Score -91687.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -91694.984375 Penalty: 685.906128
	Iteration 23Q: 3 clusters Score -91694.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -91701.093750 Penalty: 685.906128
	Iteration 24Q: 3 clusters Score -91701.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -91713.593750 Penalty: 685.906128
	Iteration 25Q: 3 clusters Score -91713.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -91732.171875 Penalty: 685.906128
	Iteration 26Q: 3 clusters Score -91732.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -91788.343750 Penalty: 685.906128
	Iteration 27Q: 3 clusters Score -91788.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -91821.703125 Penalty: 685.906128
	Iteration 28Q: 3 clusters Score -91821.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -91830.617188 Penalty: 685.906128
	Iteration 29Q: 3 clusters Score -91830.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -91834.804688 Penalty: 685.906128
	Iteration 30Q: 3 clusters Score -91834.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -91840.945312 Penalty: 685.906128
	Iteration 31Q: 3 clusters Score -91840.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -91843.625000 Penalty: 685.906128
	Iteration 32Q: 3 clusters Score -91843.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -91844.046875 Penalty: 685.906128
	Iteration 33Q: 3 clusters Score -91844.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -91843.023438 Penalty: 685.906128
	Iteration 34Q: 3 clusters Score -91843.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -91844.507812 Penalty: 685.906128
	Iteration 35Q: 3 clusters Score -91844.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -91844.648438 Penalty: 685.906128
	Iteration 36Q: 3 clusters Score -91844.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -91844.984375 Penalty: 685.906128
	Iteration 37Q: 3 clusters Score -91844.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -91845.273438 Penalty: 685.906128
	Iteration 38Q: 3 clusters Score -91845.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -91845.968750 Penalty: 685.906128
	Iteration 39Q: 3 clusters Score -91845.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -91846.406250 Penalty: 685.906128
	Iteration 40F: 3 clusters Score -91846.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -91846.710938 Penalty: 685.906128
	Iteration 41Q: 3 clusters Score -91846.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -91846.710938 Penalty: 685.906128
	Iteration 42F: 3 clusters Score -91846.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 36768 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 106 members 
Mstep: Class 13 contains 103631 members 
Mstep: Class 14 contains 333 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 8162 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 10413 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 245 members 
Mstep: Class 24 contains 208 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 284 members 
Mstep: Class 27 contains 2916 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 1377 members 
Entering Unmasked Estep 
Score: -10127051.000000 Penalty: 16029.235352
Splitting cluster 22 changes total score from -10122217.000000 to -10127051.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 36768 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 106 members 
Mstep: Class 13 contains 103631 members 
Mstep: Class 14 contains 333 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 8162 members 
Mstep: Class 20 contains 10413 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10128553.000000 Penalty: 16029.235352
Iteration 39Q: 30 clusters Score -1.012855e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 37025 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 713 members 
Mstep: Class 12 contains 107 members 
Mstep: Class 13 contains 103224 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 635 members 
Mstep: Class 16 contains 239 members 
Mstep: Class 17 contains 8154 members 
Mstep: Class 18 contains 735 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 10422 members 
Mstep: Class 21 contains 1620 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 233 members 
Mstep: Class 24 contains 217 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 2910 members 
Mstep: Class 28 contains 1945 members 
Mstep: Class 29 contains 1322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10129669.000000 Penalty: 16029.235352
Iteration 40F: 30 clusters Score -1.012967e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 524 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37183 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 2906 members 
Mstep: Class 7 contains 6692 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 677 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102908 members 
Mstep: Class 14 contains 339 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 239 members 
Mstep: Class 17 contains 8111 members 
Mstep: Class 18 contains 733 members 
Mstep: Class 19 contains 4009 members 
Mstep: Class 20 contains 10358 members 
Mstep: Class 21 contains 1539 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 245 members 
Mstep: Class 24 contains 223 members 
Mstep: Class 25 contains 201 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 2930 members 
Mstep: Class 28 contains 1954 members 
Mstep: Class 29 contains 1316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130122.000000 Penalty: 16029.235352
Iteration 41Q: 30 clusters Score -1.013012e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37297 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 2943 members 
Mstep: Class 7 contains 6798 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 558 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 666 members 
Mstep: Class 12 contains 118 members 
Mstep: Class 13 contains 102726 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 698 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 8097 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 10330 members 
Mstep: Class 21 contains 1489 members 
Mstep: Class 22 contains 541 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 219 members 
Mstep: Class 25 contains 201 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 1965 members 
Mstep: Class 29 contains 1316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130415.000000 Penalty: 16029.235352
Iteration 42Q: 30 clusters Score -1.013042e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37363 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 6855 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 659 members 
Mstep: Class 12 contains 122 members 
Mstep: Class 13 contains 102608 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 722 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 8095 members 
Mstep: Class 18 contains 725 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 10306 members 
Mstep: Class 21 contains 1470 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 215 members 
Mstep: Class 25 contains 201 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 1967 members 
Mstep: Class 29 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130548.000000 Penalty: 16029.235352
Iteration 43Q: 30 clusters Score -1.013055e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37433 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 2997 members 
Mstep: Class 7 contains 6873 members 
Mstep: Class 8 contains 1563 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 652 members 
Mstep: Class 12 contains 124 members 
Mstep: Class 13 contains 102546 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 8089 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 4022 members 
Mstep: Class 20 contains 10287 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 552 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 213 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 2927 members 
Mstep: Class 28 contains 1966 members 
Mstep: Class 29 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130651.000000 Penalty: 16029.235352
Iteration 44Q: 30 clusters Score -1.013065e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37472 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6888 members 
Mstep: Class 8 contains 1553 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102503 members 
Mstep: Class 14 contains 293 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 717 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 10276 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 554 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 236 members 
Mstep: Class 27 contains 2923 members 
Mstep: Class 28 contains 1962 members 
Mstep: Class 29 contains 1346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130836.000000 Penalty: 16029.235352
Iteration 45Q: 30 clusters Score -1.013084e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37490 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 3031 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1548 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 670 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102478 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 765 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 10272 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 557 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 2923 members 
Mstep: Class 28 contains 1954 members 
Mstep: Class 29 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130942.000000 Penalty: 16029.235352
Iteration 46Q: 30 clusters Score -1.013094e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 566 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37503 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 3059 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1545 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 649 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102444 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 773 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 713 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 560 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 2925 members 
Mstep: Class 28 contains 1949 members 
Mstep: Class 29 contains 1356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131110.000000 Penalty: 16029.235352
Iteration 47Q: 30 clusters Score -1.013111e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 571 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37516 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 6885 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 670 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102414 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8084 members 
Mstep: Class 18 contains 712 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 561 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 2931 members 
Mstep: Class 28 contains 1944 members 
Mstep: Class 29 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131189.000000 Penalty: 16029.235352
Iteration 48Q: 30 clusters Score -1.013119e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 578 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37524 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 3095 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102388 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 790 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8081 members 
Mstep: Class 18 contains 710 members 
Mstep: Class 19 contains 4045 members 
Mstep: Class 20 contains 10264 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 561 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 2938 members 
Mstep: Class 28 contains 1939 members 
Mstep: Class 29 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131220.000000 Penalty: 16029.235352
Iteration 49Q: 30 clusters Score -1.013122e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37537 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 3107 members 
Mstep: Class 7 contains 6881 members 
Mstep: Class 8 contains 1533 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102368 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8082 members 
Mstep: Class 18 contains 706 members 
Mstep: Class 19 contains 4052 members 
Mstep: Class 20 contains 10257 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 562 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 2938 members 
Mstep: Class 28 contains 1937 members 
Mstep: Class 29 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131259.000000 Penalty: 16029.235352
Iteration 50Q: 30 clusters Score -1.013126e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 579 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37543 members 
Mstep: Class 5 contains 415 members 
Mstep: Class 6 contains 3116 members 
Mstep: Class 7 contains 6878 members 
Mstep: Class 8 contains 1529 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102354 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 816 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8081 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 4059 members 
Mstep: Class 20 contains 10253 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 562 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 2939 members 
Mstep: Class 28 contains 1937 members 
Mstep: Class 29 contains 1350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131315.000000 Penalty: 16029.235352
Iteration 51Q: 30 clusters Score -1.013132e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 579 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37549 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 6874 members 
Mstep: Class 8 contains 1524 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 682 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102342 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 831 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 4065 members 
Mstep: Class 20 contains 10246 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 562 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 2939 members 
Mstep: Class 28 contains 1935 members 
Mstep: Class 29 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131364.000000 Penalty: 16029.235352
Iteration 52Q: 30 clusters Score -1.013136e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 583 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37552 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 7 contains 6873 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 687 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102334 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 4071 members 
Mstep: Class 20 contains 10240 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 563 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 2938 members 
Mstep: Class 28 contains 1935 members 
Mstep: Class 29 contains 1345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131379.000000 Penalty: 16029.235352
Iteration 53Q: 30 clusters Score -1.013138e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37557 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 3138 members 
Mstep: Class 7 contains 6875 members 
Mstep: Class 8 contains 1516 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 687 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102327 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 853 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 10233 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 564 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 1346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131406.000000 Penalty: 16029.235352
Iteration 54Q: 30 clusters Score -1.013141e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37560 members 
Mstep: Class 5 contains 387 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 6873 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 688 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102326 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 867 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 4074 members 
Mstep: Class 20 contains 10219 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 1344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131407.000000 Penalty: 16029.235352
Iteration 55Q: 30 clusters Score -1.013141e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37568 members 
Mstep: Class 5 contains 381 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 6872 members 
Mstep: Class 8 contains 1503 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102322 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 694 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 10204 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 568 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131462.000000 Penalty: 16029.235352
Iteration 56Q: 30 clusters Score -1.013146e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37572 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 6871 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 690 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102322 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 903 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 694 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 571 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1914 members 
Mstep: Class 29 contains 1341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131477.000000 Penalty: 16029.235352
Iteration 57Q: 30 clusters Score -1.013148e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37576 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 6871 members 
Mstep: Class 8 contains 1494 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 690 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102320 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 694 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 10189 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 581 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1906 members 
Mstep: Class 29 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131441.000000 Penalty: 16029.235352
Iteration 58Q: 30 clusters Score -1.013144e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37580 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 6871 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 693 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102319 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 919 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 694 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 10181 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1901 members 
Mstep: Class 29 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131465.000000 Penalty: 16029.235352
Iteration 59Q: 30 clusters Score -1.013146e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37585 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 6871 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 10 contains 695 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 102316 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 926 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 694 members 
Mstep: Class 19 contains 4081 members 
Mstep: Class 20 contains 10168 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 605 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1903 members 
Mstep: Class 29 contains 1309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131521.000000 Penalty: 16029.235352
Iteration 60F: 30 clusters Score -1.013152e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 604 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37590 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 6871 members 
Mstep: Class 8 contains 1481 members 
Mstep: Class 9 contains 600 members 
Mstep: Class 10 contains 696 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 128 members 
Mstep: Class 13 contains 102313 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 929 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 694 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 10165 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1902 members 
Mstep: Class 29 contains 1276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131616.000000 Penalty: 16029.235352
Iteration 61Q: 30 clusters Score -1.013162e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37593 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 6871 members 
Mstep: Class 8 contains 1480 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 131 members 
Mstep: Class 13 contains 102311 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 694 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 10158 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 670 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1903 members 
Mstep: Class 29 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131679.000000 Penalty: 16029.235352
Iteration 62Q: 30 clusters Score -1.013168e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37597 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 6871 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 594 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 102310 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 10151 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1902 members 
Mstep: Class 29 contains 1230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131731.000000 Penalty: 16029.235352
Iteration 63Q: 30 clusters Score -1.013173e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 6871 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 703 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 102309 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 10147 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 209 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1904 members 
Mstep: Class 29 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131712.000000 Penalty: 16029.235352
Iteration 64Q: 30 clusters Score -1.013171e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6872 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 703 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 136 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 210 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 230 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1904 members 
Mstep: Class 29 contains 1208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131725.000000 Penalty: 16029.235352
Iteration 65Q: 30 clusters Score -1.013172e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6872 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 590 members 
Mstep: Class 10 contains 705 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 972 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 10133 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 206 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1902 members 
Mstep: Class 29 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131745.000000 Penalty: 16029.235352
Iteration 66Q: 30 clusters Score -1.013174e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6872 members 
Mstep: Class 8 contains 1475 members 
Mstep: Class 9 contains 589 members 
Mstep: Class 10 contains 706 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 148 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 4081 members 
Mstep: Class 20 contains 10129 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1898 members 
Mstep: Class 29 contains 1200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131773.000000 Penalty: 16029.235352
Iteration 67Q: 30 clusters Score -1.013177e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37600 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6872 members 
Mstep: Class 8 contains 1474 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 706 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 991 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 10125 members 
Mstep: Class 21 contains 1402 members 
Mstep: Class 22 contains 712 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1890 members 
Mstep: Class 29 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131785.000000 Penalty: 16029.235352
Iteration 68Q: 30 clusters Score -1.013178e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37600 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6871 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 587 members 
Mstep: Class 10 contains 706 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 10130 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 714 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1881 members 
Mstep: Class 29 contains 1196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131772.000000 Penalty: 16029.235352
Iteration 69Q: 30 clusters Score -1.013177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37603 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6869 members 
Mstep: Class 8 contains 1468 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 707 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1002 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 10121 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1881 members 
Mstep: Class 29 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131756.000000 Penalty: 16029.235352
Iteration 70Q: 30 clusters Score -1.013176e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37602 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6868 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 707 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 10119 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1878 members 
Mstep: Class 29 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131793.000000 Penalty: 16029.235352
Iteration 71Q: 30 clusters Score -1.013179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37603 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 587 members 
Mstep: Class 10 contains 707 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1017 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 4087 members 
Mstep: Class 20 contains 10125 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 716 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1864 members 
Mstep: Class 29 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131792.000000 Penalty: 16029.235352
Iteration 72Q: 30 clusters Score -1.013179e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37603 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6863 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 706 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1028 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10130 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1849 members 
Mstep: Class 29 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131809.000000 Penalty: 16029.235352
Iteration 73Q: 30 clusters Score -1.013181e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37603 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 706 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1034 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10139 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1837 members 
Mstep: Class 29 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131798.000000 Penalty: 16029.235352
Iteration 74Q: 30 clusters Score -1.01318e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37605 members 
Mstep: Class 5 contains 380 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 587 members 
Mstep: Class 10 contains 706 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1041 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 10139 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1829 members 
Mstep: Class 29 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131809.000000 Penalty: 16029.235352
Iteration 75Q: 30 clusters Score -1.013181e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 380 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 587 members 
Mstep: Class 10 contains 705 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1048 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 10139 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1823 members 
Mstep: Class 29 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131795.000000 Penalty: 16029.235352
Iteration 76Q: 30 clusters Score -1.01318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37605 members 
Mstep: Class 5 contains 380 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6861 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 704 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1053 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 10142 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1815 members 
Mstep: Class 29 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131812.000000 Penalty: 16029.235352
Iteration 77Q: 30 clusters Score -1.013181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37605 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1059 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10142 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1812 members 
Mstep: Class 29 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131817.000000 Penalty: 16029.235352
Iteration 78Q: 30 clusters Score -1.013182e+07 nChanged 20
Entering ConstructFrom: 
Score: -10131817.000000 Penalty: 16029.235352
Entering ConstructFrom: 
Trying to split cluster 1 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -21352.634766 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -21352.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20906.246094 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -20906.25 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21165.507812 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -21165.51 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21295.023438 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -21295.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21352.308594 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -21352.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21394.806641 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -21394.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21413.708984 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -21413.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21429.195312 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -21429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21432.947266 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -21432.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21434.392578 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -21434.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21435.009766 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -21435.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21435.009766 Penalty: 555.332825
	Iteration 10F: 3 clusters Score -21435.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 697 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1808 members 
Mstep: Class 29 contains 1188 members 
Mstep: Class 30 contains 248 members 
Entering Unmasked Estep 
Score: -10131637.000000 Penalty: 16581.966797
Splitting cluster 1 changes total score from -10131817.000000 to -10131637.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -25350.068359 Penalty: 290.679535
	Iteration 0F: 2 clusters Score -25350.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24857.773438 Penalty: 581.359070
	Iteration 0F: 3 clusters Score -24857.77 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -25239.789062 Penalty: 581.359070
	Iteration 1F: 3 clusters Score -25239.79 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -25389.152344 Penalty: 581.359070
	Iteration 2F: 3 clusters Score -25389.15 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -25464.912109 Penalty: 581.359070
	Iteration 3F: 3 clusters Score -25464.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -25497.085938 Penalty: 581.359070
	Iteration 4Q: 3 clusters Score -25497.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -25507.167969 Penalty: 581.359070
	Iteration 5Q: 3 clusters Score -25507.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -25508.943359 Penalty: 581.359070
	Iteration 6Q: 3 clusters Score -25508.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -25510.134766 Penalty: 581.359070
	Iteration 7Q: 3 clusters Score -25510.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -25510.640625 Penalty: 581.359070
	Iteration 8Q: 3 clusters Score -25510.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -25511.064453 Penalty: 581.359070
	Iteration 9Q: 3 clusters Score -25511.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -25511.064453 Penalty: 581.359070
	Iteration 10F: 3 clusters Score -25511.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 142 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 697 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1808 members 
Mstep: Class 29 contains 1188 members 
Mstep: Class 30 contains 453 members 
Entering Unmasked Estep 
Score: -10131722.000000 Penalty: 16581.966797
Splitting cluster 2 changes total score from -10131817.000000 to -10131722.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -13022.978516 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -13022.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12716.752930 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -12716.75 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12856.958984 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -12856.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12897.796875 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -12897.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12926.268555 Penalty: 503.178040
	Iteration 3F: 3 clusters Score -12926.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12928.578125 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -12928.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12929.363281 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -12929.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12929.363281 Penalty: 503.178040
	Iteration 6F: 3 clusters Score -12929.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Entering Unmasked Estep 
Score: -2014686.250000 Penalty: 479.338806
	Iteration 0F: 2 clusters Score -2014686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -1989510.000000 Penalty: 958.677612
	Iteration 0F: 3 clusters Score -1989510 nChanged 18158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2000642.625000 Penalty: 958.677612
	Iteration 1F: 3 clusters Score -2000643 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2001350.750000 Penalty: 958.677612
	Iteration 2Q: 3 clusters Score -2001351 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2002223.500000 Penalty: 958.677612
	Iteration 3F: 3 clusters Score -2002224 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2003334.250000 Penalty: 958.677612
	Iteration 4F: 3 clusters Score -2003334 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2004705.375000 Penalty: 958.677612
	Iteration 5F: 3 clusters Score -2004705 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2006092.375000 Penalty: 958.677612
	Iteration 6F: 3 clusters Score -2006092 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2007191.500000 Penalty: 958.677612
	Iteration 7F: 3 clusters Score -2007192 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2007898.375000 Penalty: 958.677612
	Iteration 8Q: 3 clusters Score -2007898 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2008211.000000 Penalty: 958.677612
	Iteration 9Q: 3 clusters Score -2008211 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2008333.625000 Penalty: 958.677612
	Iteration 10Q: 3 clusters Score -2008334 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2008401.500000 Penalty: 958.677612
	Iteration 11Q: 3 clusters Score -2008402 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2008457.500000 Penalty: 958.677612
	Iteration 12Q: 3 clusters Score -2008458 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2008498.750000 Penalty: 958.677612
	Iteration 13Q: 3 clusters Score -2008499 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -2008560.000000 Penalty: 958.677612
	Iteration 14Q: 3 clusters Score -2008560 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2008599.500000 Penalty: 958.677612
	Iteration 15Q: 3 clusters Score -2008600 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2008653.625000 Penalty: 958.677612
	Iteration 16Q: 3 clusters Score -2008654 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -2008714.250000 Penalty: 958.677612
	Iteration 17Q: 3 clusters Score -2008714 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -2008783.625000 Penalty: 958.677612
	Iteration 18Q: 3 clusters Score -2008784 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -2008840.750000 Penalty: 958.677612
	Iteration 19Q: 3 clusters Score -2008841 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -2008923.875000 Penalty: 958.677612
	Iteration 20F: 3 clusters Score -2008924 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2009013.500000 Penalty: 958.677612
	Iteration 21Q: 3 clusters Score -2009014 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -2009131.625000 Penalty: 958.677612
	Iteration 22Q: 3 clusters Score -2009132 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -2009267.375000 Penalty: 958.677612
	Iteration 23Q: 3 clusters Score -2009267 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2009443.125000 Penalty: 958.677612
	Iteration 24Q: 3 clusters Score -2009443 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -2009663.625000 Penalty: 958.677612
	Iteration 25Q: 3 clusters Score -2009664 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -2009911.250000 Penalty: 958.677612
	Iteration 26Q: 3 clusters Score -2009911 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -2010199.500000 Penalty: 958.677612
	Iteration 27Q: 3 clusters Score -2010200 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -2010534.000000 Penalty: 958.677612
	Iteration 28Q: 3 clusters Score -2010534 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -2010863.125000 Penalty: 958.677612
	Iteration 29Q: 3 clusters Score -2010863 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -2011144.625000 Penalty: 958.677612
	Iteration 30Q: 3 clusters Score -2011145 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -2011407.875000 Penalty: 958.677612
	Iteration 31Q: 3 clusters Score -2011408 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -2011618.625000 Penalty: 958.677612
	Iteration 32Q: 3 clusters Score -2011619 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -2011792.375000 Penalty: 958.677612
	Iteration 33Q: 3 clusters Score -2011792 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -2011921.750000 Penalty: 958.677612
	Iteration 34Q: 3 clusters Score -2011922 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -2012011.625000 Penalty: 958.677612
	Iteration 35Q: 3 clusters Score -2012012 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -2012065.750000 Penalty: 958.677612
	Iteration 36Q: 3 clusters Score -2012066 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -2012106.625000 Penalty: 958.677612
	Iteration 37Q: 3 clusters Score -2012107 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -2012140.625000 Penalty: 958.677612
	Iteration 38Q: 3 clusters Score -2012141 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -2012156.125000 Penalty: 958.677612
	Iteration 39Q: 3 clusters Score -2012156 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -2012182.250000 Penalty: 958.677612
	Iteration 40F: 3 clusters Score -2012182 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -2012196.625000 Penalty: 958.677612
	Iteration 41Q: 3 clusters Score -2012197 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -2012203.875000 Penalty: 958.677612
	Iteration 42Q: 3 clusters Score -2012204 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -2012212.375000 Penalty: 958.677612
	Iteration 43Q: 3 clusters Score -2012212 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -2012219.125000 Penalty: 958.677612
	Iteration 44Q: 3 clusters Score -2012219 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -2012220.625000 Penalty: 958.677612
	Iteration 45Q: 3 clusters Score -2012221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -2012232.875000 Penalty: 958.677612
	Iteration 46Q: 3 clusters Score -2012233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -2012238.375000 Penalty: 958.677612
	Iteration 47Q: 3 clusters Score -2012238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -2012239.000000 Penalty: 958.677612
	Iteration 48Q: 3 clusters Score -2012239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -2012238.875000 Penalty: 958.677612
	Iteration 49Q: 3 clusters Score -2012239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -2012240.500000 Penalty: 958.677612
	Iteration 50Q: 3 clusters Score -2012240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -2012235.875000 Penalty: 958.677612
	Iteration 51Q: 3 clusters Score -2012236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -2012235.625000 Penalty: 958.677612
	Iteration 52Q: 3 clusters Score -2012236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -2012235.750000 Penalty: 958.677612
	Iteration 53Q: 3 clusters Score -2012236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -2012233.625000 Penalty: 958.677612
	Iteration 54Q: 3 clusters Score -2012234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -2012235.750000 Penalty: 958.677612
	Iteration 55Q: 3 clusters Score -2012236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -2012235.750000 Penalty: 958.677612
	Iteration 56Q: 3 clusters Score -2012236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -2012240.250000 Penalty: 958.677612
	Iteration 57Q: 3 clusters Score -2012240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -2012239.875000 Penalty: 958.677612
	Iteration 58Q: 3 clusters Score -2012240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -2012239.250000 Penalty: 958.677612
	Iteration 59Q: 3 clusters Score -2012239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -2012240.500000 Penalty: 958.677612
	Iteration 60F: 3 clusters Score -2012240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -2012239.750000 Penalty: 958.677612
	Iteration 61Q: 3 clusters Score -2012240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -2012236.125000 Penalty: 958.677612
	Iteration 62Q: 3 clusters Score -2012236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -2012236.250000 Penalty: 958.677612
	Iteration 63Q: 3 clusters Score -2012236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -2012233.375000 Penalty: 958.677612
	Iteration 64Q: 3 clusters Score -2012233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2012233.375000 Penalty: 958.677612
	Iteration 65Q: 3 clusters Score -2012233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2012233.375000 Penalty: 958.677612
	Iteration 66F: 3 clusters Score -2012233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -18227.720703 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -18227.72 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 181 members 
Entering Unmasked Estep 
Score: -17848.210938 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -17848.21 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18052.259766 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -18052.26 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18223.796875 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -18223.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18345.275391 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -18345.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18384.603516 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -18384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18440.595703 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -18440.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18481.724609 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -18481.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18484.447266 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -18484.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18484.447266 Penalty: 540.315796
	Iteration 8F: 3 clusters Score -18484.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 276 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 697 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1808 members 
Mstep: Class 29 contains 1188 members 
Mstep: Class 30 contains 103 members 
Entering Unmasked Estep 
Score: -10131787.000000 Penalty: 16581.966797
Splitting cluster 5 changes total score from -10131817.000000 to -10131787.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -184144.828125 Penalty: 366.581848
	Iteration 0F: 2 clusters Score -184144.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -181957.625000 Penalty: 733.163696
	Iteration 0F: 3 clusters Score -181957.6 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -182738.406250 Penalty: 733.163696
	Iteration 1F: 3 clusters Score -182738.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -182854.546875 Penalty: 733.163696
	Iteration 2F: 3 clusters Score -182854.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -182971.765625 Penalty: 733.163696
	Iteration 3F: 3 clusters Score -182971.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -183088.015625 Penalty: 733.163696
	Iteration 4F: 3 clusters Score -183088 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -183186.437500 Penalty: 733.163696
	Iteration 5F: 3 clusters Score -183186.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -183278.765625 Penalty: 733.163696
	Iteration 6Q: 3 clusters Score -183278.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -183357.343750 Penalty: 733.163696
	Iteration 7Q: 3 clusters Score -183357.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -183423.890625 Penalty: 733.163696
	Iteration 8Q: 3 clusters Score -183423.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -183494.125000 Penalty: 733.163696
	Iteration 9Q: 3 clusters Score -183494.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -183587.921875 Penalty: 733.163696
	Iteration 10Q: 3 clusters Score -183587.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -183669.656250 Penalty: 733.163696
	Iteration 11Q: 3 clusters Score -183669.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -183707.671875 Penalty: 733.163696
	Iteration 12Q: 3 clusters Score -183707.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -183727.140625 Penalty: 733.163696
	Iteration 13Q: 3 clusters Score -183727.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -183736.140625 Penalty: 733.163696
	Iteration 14Q: 3 clusters Score -183736.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -183740.656250 Penalty: 733.163696
	Iteration 15Q: 3 clusters Score -183740.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -183746.203125 Penalty: 733.163696
	Iteration 16Q: 3 clusters Score -183746.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -183749.375000 Penalty: 733.163696
	Iteration 17Q: 3 clusters Score -183749.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -183751.812500 Penalty: 733.163696
	Iteration 18Q: 3 clusters Score -183751.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -183754.406250 Penalty: 733.163696
	Iteration 19Q: 3 clusters Score -183754.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -183756.781250 Penalty: 733.163696
	Iteration 20F: 3 clusters Score -183756.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -183758.437500 Penalty: 733.163696
	Iteration 21Q: 3 clusters Score -183758.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -183760.234375 Penalty: 733.163696
	Iteration 22Q: 3 clusters Score -183760.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -183761.031250 Penalty: 733.163696
	Iteration 23Q: 3 clusters Score -183761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -183761.046875 Penalty: 733.163696
	Iteration 24Q: 3 clusters Score -183761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -183761.109375 Penalty: 733.163696
	Iteration 25Q: 3 clusters Score -183761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -183761.171875 Penalty: 733.163696
	Iteration 26Q: 3 clusters Score -183761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -183761.156250 Penalty: 733.163696
	Iteration 27Q: 3 clusters Score -183761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -183761.750000 Penalty: 733.163696
	Iteration 28Q: 3 clusters Score -183761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -183761.828125 Penalty: 733.163696
	Iteration 29Q: 3 clusters Score -183761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -183761.734375 Penalty: 733.163696
	Iteration 30Q: 3 clusters Score -183761.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -183761.734375 Penalty: 733.163696
	Iteration 31F: 3 clusters Score -183761.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Entering Unmasked Estep 
Score: -367468.625000 Penalty: 401.915924
	Iteration 0F: 2 clusters Score -367468.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -362847.281250 Penalty: 803.831848
	Iteration 0F: 3 clusters Score -362847.3 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -365032.312500 Penalty: 803.831848
	Iteration 1F: 3 clusters Score -365032.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -365645.125000 Penalty: 803.831848
	Iteration 2F: 3 clusters Score -365645.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -366274.531250 Penalty: 803.831848
	Iteration 3F: 3 clusters Score -366274.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -366705.781250 Penalty: 803.831848
	Iteration 4F: 3 clusters Score -366705.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -366979.562500 Penalty: 803.831848
	Iteration 5Q: 3 clusters Score -366979.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -367141.218750 Penalty: 803.831848
	Iteration 6Q: 3 clusters Score -367141.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -367230.531250 Penalty: 803.831848
	Iteration 7Q: 3 clusters Score -367230.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -367280.468750 Penalty: 803.831848
	Iteration 8Q: 3 clusters Score -367280.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -367310.531250 Penalty: 803.831848
	Iteration 9Q: 3 clusters Score -367310.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -367322.781250 Penalty: 803.831848
	Iteration 10Q: 3 clusters Score -367322.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -367331.812500 Penalty: 803.831848
	Iteration 11Q: 3 clusters Score -367331.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -367342.875000 Penalty: 803.831848
	Iteration 12Q: 3 clusters Score -367342.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -367349.937500 Penalty: 803.831848
	Iteration 13Q: 3 clusters Score -367349.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -367353.687500 Penalty: 803.831848
	Iteration 14Q: 3 clusters Score -367353.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -367355.343750 Penalty: 803.831848
	Iteration 15Q: 3 clusters Score -367355.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -367355.031250 Penalty: 803.831848
	Iteration 16Q: 3 clusters Score -367355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -367354.843750 Penalty: 803.831848
	Iteration 17Q: 3 clusters Score -367354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -367355.468750 Penalty: 803.831848
	Iteration 18Q: 3 clusters Score -367355.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -367355.687500 Penalty: 803.831848
	Iteration 19Q: 3 clusters Score -367355.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -367355.343750 Penalty: 803.831848
	Iteration 20F: 3 clusters Score -367355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -367356.156250 Penalty: 803.831848
	Iteration 21Q: 3 clusters Score -367356.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -367356.156250 Penalty: 803.831848
	Iteration 22F: 3 clusters Score -367356.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -76026.117188 Penalty: 331.801361
	Iteration 0F: 2 clusters Score -76026.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -74911.507812 Penalty: 663.602722
	Iteration 0F: 3 clusters Score -74911.51 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -75281.906250 Penalty: 663.602722
	Iteration 1F: 3 clusters Score -75281.91 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -75373.976562 Penalty: 663.602722
	Iteration 2F: 3 clusters Score -75373.98 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -75460.875000 Penalty: 663.602722
	Iteration 3F: 3 clusters Score -75460.88 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -75519.289062 Penalty: 663.602722
	Iteration 4F: 3 clusters Score -75519.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -75555.351562 Penalty: 663.602722
	Iteration 5Q: 3 clusters Score -75555.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -75576.359375 Penalty: 663.602722
	Iteration 6Q: 3 clusters Score -75576.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -75588.289062 Penalty: 663.602722
	Iteration 7Q: 3 clusters Score -75588.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -75593.773438 Penalty: 663.602722
	Iteration 8Q: 3 clusters Score -75593.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -75597.812500 Penalty: 663.602722
	Iteration 9Q: 3 clusters Score -75597.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -75600.156250 Penalty: 663.602722
	Iteration 10Q: 3 clusters Score -75600.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -75603.289062 Penalty: 663.602722
	Iteration 11Q: 3 clusters Score -75603.29 nChanged 11
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: -75605.929688 Penalty: 663.602722
	Iteration 12Q: 3 clusters Score -75605.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -75608.875000 Penalty: 663.602722
	Iteration 13Q: 3 clusters Score -75608.88 nChanged 5
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: -75609.546875 Penalty: 663.602722
	Iteration 14Q: 3 clusters Score -75609.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -75609.515625 Penalty: 663.602722
	Iteration 15Q: 3 clusters Score -75609.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -75609.515625 Penalty: 663.602722
	Iteration 16F: 3 clusters Score -75609.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -19381.087891 Penalty: 290.141083
	Iteration 0F: 2 clusters Score -19381.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -18877.109375 Penalty: 580.282166
	Iteration 0F: 3 clusters Score -18877.11 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19125.033203 Penalty: 580.282166
	Iteration 1F: 3 clusters Score -19125.03 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -19273.503906 Penalty: 580.282166
	Iteration 2F: 3 clusters Score -19273.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -19315.197266 Penalty: 580.282166
	Iteration 3F: 3 clusters Score -19315.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -19338.375000 Penalty: 580.282166
	Iteration 4Q: 3 clusters Score -19338.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19357.189453 Penalty: 580.282166
	Iteration 5Q: 3 clusters Score -19357.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -19371.595703 Penalty: 580.282166
	Iteration 6Q: 3 clusters Score -19371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -19376.714844 Penalty: 580.282166
	Iteration 7Q: 3 clusters Score -19376.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -19382.640625 Penalty: 580.282166
	Iteration 8Q: 3 clusters Score -19382.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19384.136719 Penalty: 580.282166
	Iteration 9Q: 3 clusters Score -19384.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19385.431641 Penalty: 580.282166
	Iteration 10Q: 3 clusters Score -19385.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -19385.906250 Penalty: 580.282166
	Iteration 11Q: 3 clusters Score -19385.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -19385.906250 Penalty: 580.282166
	Iteration 12F: 3 clusters Score -19385.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 267 members 
Mstep: Class 10 contains 697 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1808 members 
Mstep: Class 29 contains 1188 members 
Mstep: Class 30 contains 321 members 
Entering Unmasked Estep 
Score: -10131565.000000 Penalty: 16581.966797
Splitting cluster 9 changes total score from -10131817.000000 to -10131565.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -35420.628906 Penalty: 297.878723
	Iteration 0F: 2 clusters Score -35420.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -34835.636719 Penalty: 595.757446
	Iteration 0F: 3 clusters Score -34835.64 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35180.261719 Penalty: 595.757446
	Iteration 1F: 3 clusters Score -35180.26 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35356.910156 Penalty: 595.757446
	Iteration 2F: 3 clusters Score -35356.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35496.417969 Penalty: 595.757446
	Iteration 3F: 3 clusters Score -35496.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35582.019531 Penalty: 595.757446
	Iteration 4Q: 3 clusters Score -35582.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35640.191406 Penalty: 595.757446
	Iteration 5Q: 3 clusters Score -35640.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -35682.597656 Penalty: 595.757446
	Iteration 6Q: 3 clusters Score -35682.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -35702.828125 Penalty: 595.757446
	Iteration 7Q: 3 clusters Score -35702.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -35725.539062 Penalty: 595.757446
	Iteration 8Q: 3 clusters Score -35725.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -35726.316406 Penalty: 595.757446
	Iteration 9Q: 3 clusters Score -35726.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35728.015625 Penalty: 595.757446
	Iteration 10Q: 3 clusters Score -35728.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -35728.285156 Penalty: 595.757446
	Iteration 11Q: 3 clusters Score -35728.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -35728.285156 Penalty: 595.757446
	Iteration 12F: 3 clusters Score -35728.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1808 members 
Mstep: Class 29 contains 1188 members 
Mstep: Class 30 contains 378 members 
Entering Unmasked Estep 
Score: -10131877.000000 Penalty: 16581.966797
Splitting cluster 10 changes total score from -10131817.000000 to -10131877.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -29598.740234 Penalty: 294.280273
	Iteration 0F: 2 clusters Score -29598.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -29036.822266 Penalty: 588.560547
	Iteration 0F: 3 clusters Score -29036.82 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -29199.246094 Penalty: 588.560547
	Iteration 1F: 3 clusters Score -29199.25 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29245.224609 Penalty: 588.560547
	Iteration 2F: 3 clusters Score -29245.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -29274.921875 Penalty: 588.560547
	Iteration 3F: 3 clusters Score -29274.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -29312.796875 Penalty: 588.560547
	Iteration 4F: 3 clusters Score -29312.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -29351.320312 Penalty: 588.560547
	Iteration 5F: 3 clusters Score -29351.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -29389.138672 Penalty: 588.560547
	Iteration 6F: 3 clusters Score -29389.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -29428.583984 Penalty: 588.560547
	Iteration 7F: 3 clusters Score -29428.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -29442.435547 Penalty: 588.560547
	Iteration 8Q: 3 clusters Score -29442.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -29448.562500 Penalty: 588.560547
	Iteration 9Q: 3 clusters Score -29448.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -29450.896484 Penalty: 588.560547
	Iteration 10Q: 3 clusters Score -29450.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -29452.789062 Penalty: 588.560547
	Iteration 11Q: 3 clusters Score -29452.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -29454.544922 Penalty: 588.560547
	Iteration 12Q: 3 clusters Score -29454.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -29455.673828 Penalty: 588.560547
	Iteration 13Q: 3 clusters Score -29455.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -29456.142578 Penalty: 588.560547
	Iteration 14Q: 3 clusters Score -29456.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -29458.287109 Penalty: 588.560547
	Iteration 15Q: 3 clusters Score -29458.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -29460.150391 Penalty: 588.560547
	Iteration 16Q: 3 clusters Score -29460.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -29461.013672 Penalty: 588.560547
	Iteration 17Q: 3 clusters Score -29461.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -29461.839844 Penalty: 588.560547
	Iteration 18Q: 3 clusters Score -29461.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -29462.238281 Penalty: 588.560547
	Iteration 19Q: 3 clusters Score -29462.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -29462.669922 Penalty: 588.560547
	Iteration 20F: 3 clusters Score -29462.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -6264.103027 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -6264.103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6049.004883 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -6049.005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6115.984863 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -6115.985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6122.222168 Penalty: 456.572449
	Iteration 2Q: 3 clusters Score -6122.222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6125.826660 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -6125.827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6125.826660 Penalty: 456.572449
	Iteration 4F: 3 clusters Score -6125.827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (102307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102307 members 
Entering Unmasked Estep 
Score: -5888661.000000 Penalty: 524.875854
	Iteration 0F: 2 clusters Score -5888661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -5824225.000000 Penalty: 1049.751709
	Iteration 0F: 3 clusters Score -5824225 nChanged 50206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -5856460.500000 Penalty: 1049.751709
	Iteration 1F: 3 clusters Score -5856460 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -5859555.000000 Penalty: 1049.751709
	Iteration 2F: 3 clusters Score -5859555 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -5863196.000000 Penalty: 1049.751709
	Iteration 3F: 3 clusters Score -5863196 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -5867005.500000 Penalty: 1049.751709
	Iteration 4F: 3 clusters Score -5867006 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 73004 members 
Entering Unmasked Estep 
Score: -5870817.000000 Penalty: 1049.751709
	Iteration 5F: 3 clusters Score -5870817 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 78929 members 
Entering Unmasked Estep 
Score: -5874677.000000 Penalty: 1049.751709
	Iteration 6F: 3 clusters Score -5874677 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -5878144.000000 Penalty: 1049.751709
	Iteration 7F: 3 clusters Score -5878144 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -5881362.500000 Penalty: 1049.751709
	Iteration 8Q: 3 clusters Score -5881362 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -5883822.000000 Penalty: 1049.751709
	Iteration 9Q: 3 clusters Score -5883822 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -5885474.000000 Penalty: 1049.751709
	Iteration 10Q: 3 clusters Score -5885474 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -5886675.500000 Penalty: 1049.751709
	Iteration 11Q: 3 clusters Score -5886676 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 98740 members 
Entering Unmasked Estep 
Score: -5887479.000000 Penalty: 1049.751709
	Iteration 12Q: 3 clusters Score -5887479 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 99346 members 
Entering Unmasked Estep 
Score: -5887916.500000 Penalty: 1049.751709
	Iteration 13Q: 3 clusters Score -5887916 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 99721 members 
Entering Unmasked Estep 
Score: -5888135.500000 Penalty: 1049.751709
	Iteration 14Q: 3 clusters Score -5888136 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 99994 members 
Entering Unmasked Estep 
Score: -5888237.500000 Penalty: 1049.751709
	Iteration 15Q: 3 clusters Score -5888238 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 100198 members 
Entering Unmasked Estep 
Score: -5888305.500000 Penalty: 1049.751709
	Iteration 16Q: 3 clusters Score -5888306 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 100369 members 
Entering Unmasked Estep 
Score: -5888382.000000 Penalty: 1049.751709
	Iteration 17Q: 3 clusters Score -5888382 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 100508 members 
Entering Unmasked Estep 
Score: -5888412.500000 Penalty: 1049.751709
	Iteration 18Q: 3 clusters Score -5888412 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 100651 members 
Entering Unmasked Estep 
Score: -5888439.500000 Penalty: 1049.751709
	Iteration 19Q: 3 clusters Score -5888440 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 100780 members 
Entering Unmasked Estep 
Score: -5888482.000000 Penalty: 1049.751709
	Iteration 20F: 3 clusters Score -5888482 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -5888491.500000 Penalty: 1049.751709
	Iteration 21Q: 3 clusters Score -5888492 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -5888517.000000 Penalty: 1049.751709
	Iteration 22Q: 3 clusters Score -5888517 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 101035 members 
Entering Unmasked Estep 
Score: -5888506.000000 Penalty: 1049.751709
	Iteration 23Q: 3 clusters Score -5888506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 101092 members 
Entering Unmasked Estep 
Score: -5888508.500000 Penalty: 1049.751709
	Iteration 24Q: 3 clusters Score -5888508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 101128 members 
Entering Unmasked Estep 
Score: -5888516.500000 Penalty: 1049.751709
	Iteration 25Q: 3 clusters Score -5888516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 101164 members 
Entering Unmasked Estep 
Score: -5888506.000000 Penalty: 1049.751709
	Iteration 26Q: 3 clusters Score -5888506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -5888503.000000 Penalty: 1049.751709
	Iteration 27Q: 3 clusters Score -5888503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -5888512.500000 Penalty: 1049.751709
	Iteration 28Q: 3 clusters Score -5888512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -5888506.000000 Penalty: 1049.751709
	Iteration 29Q: 3 clusters Score -5888506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 101310 members 
Entering Unmasked Estep 
Score: -5888490.500000 Penalty: 1049.751709
	Iteration 30Q: 3 clusters Score -5888490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 101340 members 
Entering Unmasked Estep 
Score: -5888506.000000 Penalty: 1049.751709
	Iteration 31Q: 3 clusters Score -5888506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 101363 members 
Entering Unmasked Estep 
Score: -5888505.500000 Penalty: 1049.751709
	Iteration 32Q: 3 clusters Score -5888506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 101386 members 
Entering Unmasked Estep 
Score: -5888503.000000 Penalty: 1049.751709
	Iteration 33Q: 3 clusters Score -5888503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 101401 members 
Entering Unmasked Estep 
Score: -5888509.500000 Penalty: 1049.751709
	Iteration 34Q: 3 clusters Score -5888510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 101410 members 
Entering Unmasked Estep 
Score: -5888515.000000 Penalty: 1049.751709
	Iteration 35Q: 3 clusters Score -5888515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 101415 members 
Entering Unmasked Estep 
Score: -5888509.000000 Penalty: 1049.751709
	Iteration 36Q: 3 clusters Score -5888509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 101421 members 
Entering Unmasked Estep 
Score: -5888504.500000 Penalty: 1049.751709
	Iteration 37Q: 3 clusters Score -5888504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 101428 members 
Entering Unmasked Estep 
Score: -5888507.000000 Penalty: 1049.751709
	Iteration 38Q: 3 clusters Score -5888507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 101436 members 
Entering Unmasked Estep 
Score: -5888511.500000 Penalty: 1049.751709
	Iteration 39Q: 3 clusters Score -5888512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 101445 members 
Entering Unmasked Estep 
Score: -5888518.000000 Penalty: 1049.751709
	Iteration 40F: 3 clusters Score -5888518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -5888521.500000 Penalty: 1049.751709
	Iteration 41Q: 3 clusters Score -5888522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 101460 members 
Entering Unmasked Estep 
Score: -5888526.000000 Penalty: 1049.751709
	Iteration 42Q: 3 clusters Score -5888526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -5888530.000000 Penalty: 1049.751709
	Iteration 43Q: 3 clusters Score -5888530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 101474 members 
Entering Unmasked Estep 
Score: -5888526.500000 Penalty: 1049.751709
	Iteration 44Q: 3 clusters Score -5888526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 101478 members 
Entering Unmasked Estep 
Score: -5888524.000000 Penalty: 1049.751709
	Iteration 45Q: 3 clusters Score -5888524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 101482 members 
Entering Unmasked Estep 
Score: -5888526.000000 Penalty: 1049.751709
	Iteration 46Q: 3 clusters Score -5888526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 101486 members 
Entering Unmasked Estep 
Score: -5888518.500000 Penalty: 1049.751709
	Iteration 47Q: 3 clusters Score -5888518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 101490 members 
Entering Unmasked Estep 
Score: -5888519.500000 Penalty: 1049.751709
	Iteration 48Q: 3 clusters Score -5888520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 101496 members 
Entering Unmasked Estep 
Score: -5888520.000000 Penalty: 1049.751709
	Iteration 49Q: 3 clusters Score -5888520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 101503 members 
Entering Unmasked Estep 
Score: -5888529.500000 Penalty: 1049.751709
	Iteration 50Q: 3 clusters Score -5888530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 101509 members 
Entering Unmasked Estep 
Score: -5888524.500000 Penalty: 1049.751709
	Iteration 51Q: 3 clusters Score -5888524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 101515 members 
Entering Unmasked Estep 
Score: -5888518.500000 Penalty: 1049.751709
	Iteration 52Q: 3 clusters Score -5888518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 101517 members 
Entering Unmasked Estep 
Score: -5888521.500000 Penalty: 1049.751709
	Iteration 53Q: 3 clusters Score -5888522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 101519 members 
Entering Unmasked Estep 
Score: -5888518.500000 Penalty: 1049.751709
	Iteration 54Q: 3 clusters Score -5888518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 101523 members 
Entering Unmasked Estep 
Score: -5888522.000000 Penalty: 1049.751709
	Iteration 55Q: 3 clusters Score -5888522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 101528 members 
Entering Unmasked Estep 
Score: -5888527.000000 Penalty: 1049.751709
	Iteration 56Q: 3 clusters Score -5888527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 101532 members 
Entering Unmasked Estep 
Score: -5888524.000000 Penalty: 1049.751709
	Iteration 57Q: 3 clusters Score -5888524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 101536 members 
Entering Unmasked Estep 
Score: -5888523.500000 Penalty: 1049.751709
	Iteration 58Q: 3 clusters Score -5888524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 101540 members 
Entering Unmasked Estep 
Score: -5888536.000000 Penalty: 1049.751709
	Iteration 59Q: 3 clusters Score -5888536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 101546 members 
Entering Unmasked Estep 
Score: -5888531.000000 Penalty: 1049.751709
	Iteration 60F: 3 clusters Score -5888531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -5888527.500000 Penalty: 1049.751709
	Iteration 61Q: 3 clusters Score -5888528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 101559 members 
Entering Unmasked Estep 
Score: -5888520.500000 Penalty: 1049.751709
	Iteration 62Q: 3 clusters Score -5888520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 101564 members 
Entering Unmasked Estep 
Score: -5888518.500000 Penalty: 1049.751709
	Iteration 63Q: 3 clusters Score -5888518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 101569 members 
Entering Unmasked Estep 
Score: -5888516.000000 Penalty: 1049.751709
	Iteration 64Q: 3 clusters Score -5888516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 101572 members 
Entering Unmasked Estep 
Score: -5888520.500000 Penalty: 1049.751709
	Iteration 65Q: 3 clusters Score -5888520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 101572 members 
Entering Unmasked Estep 
Score: -5888520.500000 Penalty: 1049.751709
	Iteration 66F: 3 clusters Score -5888520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -11573.102539 Penalty: 255.397339
	Iteration 0F: 2 clusters Score -11573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11262.523438 Penalty: 510.794678
	Iteration 0F: 3 clusters Score -11262.52 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11427.619141 Penalty: 510.794678
	Iteration 1F: 3 clusters Score -11427.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11488.331055 Penalty: 510.794678
	Iteration 2F: 3 clusters Score -11488.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11554.104492 Penalty: 510.794678
	Iteration 3F: 3 clusters Score -11554.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11629.858398 Penalty: 510.794678
	Iteration 4F: 3 clusters Score -11629.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11647.421875 Penalty: 510.794678
	Iteration 5Q: 3 clusters Score -11647.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11662.945312 Penalty: 510.794678
	Iteration 6Q: 3 clusters Score -11662.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11674.665039 Penalty: 510.794678
	Iteration 7Q: 3 clusters Score -11674.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11678.866211 Penalty: 510.794678
	Iteration 8Q: 3 clusters Score -11678.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11679.658203 Penalty: 510.794678
	Iteration 9Q: 3 clusters Score -11679.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11680.779297 Penalty: 510.794678
	Iteration 10Q: 3 clusters Score -11680.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11683.773438 Penalty: 510.794678
	Iteration 11Q: 3 clusters Score -11683.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11697.416992 Penalty: 510.794678
	Iteration 12Q: 3 clusters Score -11697.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11701.334961 Penalty: 510.794678
	Iteration 13Q: 3 clusters Score -11701.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11702.557617 Penalty: 510.794678
	Iteration 14Q: 3 clusters Score -11702.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11702.557617 Penalty: 510.794678
	Iteration 15F: 3 clusters Score -11702.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 102 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1808 members 
Mstep: Class 29 contains 1188 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 172 members 
Entering Unmasked Estep 
Score: -10131719.000000 Penalty: 17134.699219
Splitting cluster 14 changes total score from -10131817.000000 to -10131719.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -48463.785156 Penalty: 317.338776
	Iteration 0F: 2 clusters Score -48463.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -47675.367188 Penalty: 634.677551
	Iteration 0F: 3 clusters Score -47675.37 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48209.996094 Penalty: 634.677551
	Iteration 1F: 3 clusters Score -48210 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -48372.968750 Penalty: 634.677551
	Iteration 2F: 3 clusters Score -48372.97 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -48461.902344 Penalty: 634.677551
	Iteration 3F: 3 clusters Score -48461.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -48530.652344 Penalty: 634.677551
	Iteration 4Q: 3 clusters Score -48530.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -48564.140625 Penalty: 634.677551
	Iteration 5Q: 3 clusters Score -48564.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -48577.238281 Penalty: 634.677551
	Iteration 6Q: 3 clusters Score -48577.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -48585.359375 Penalty: 634.677551
	Iteration 7Q: 3 clusters Score -48585.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48592.679688 Penalty: 634.677551
	Iteration 8Q: 3 clusters Score -48592.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48603.593750 Penalty: 634.677551
	Iteration 9Q: 3 clusters Score -48603.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -48613.812500 Penalty: 634.677551
	Iteration 10Q: 3 clusters Score -48613.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -48616.828125 Penalty: 634.677551
	Iteration 11Q: 3 clusters Score -48616.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -48619.953125 Penalty: 634.677551
	Iteration 12Q: 3 clusters Score -48619.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48621.148438 Penalty: 634.677551
	Iteration 13Q: 3 clusters Score -48621.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48622.210938 Penalty: 634.677551
	Iteration 14Q: 3 clusters Score -48622.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -48624.316406 Penalty: 634.677551
	Iteration 15Q: 3 clusters Score -48624.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -48625.339844 Penalty: 634.677551
	Iteration 16Q: 3 clusters Score -48625.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -48626.320312 Penalty: 634.677551
	Iteration 17Q: 3 clusters Score -48626.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48626.769531 Penalty: 634.677551
	Iteration 18Q: 3 clusters Score -48626.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48626.769531 Penalty: 634.677551
	Iteration 19F: 3 clusters Score -48626.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 592 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1808 members 
Mstep: Class 29 contains 1188 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 477 members 
Entering Unmasked Estep 
Score: -10131807.000000 Penalty: 17134.699219
Splitting cluster 15 changes total score from -10131817.000000 to -10131807.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -6885.677734 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -6885.678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6602.443359 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -6602.443 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6710.027344 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -6710.027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6753.759766 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -6753.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6775.213867 Penalty: 502.452942
	Iteration 3F: 3 clusters Score -6775.214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6793.091797 Penalty: 502.452942
	Iteration 4F: 3 clusters Score -6793.092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6806.488770 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -6806.489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6816.812500 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -6816.812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6827.947266 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -6827.947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6833.595703 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -6833.596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6834.931152 Penalty: 502.452942
	Iteration 9Q: 3 clusters Score -6834.931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6835.320801 Penalty: 502.452942
	Iteration 10Q: 3 clusters Score -6835.321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6835.320801 Penalty: 502.452942
	Iteration 11F: 3 clusters Score -6835.321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Entering Unmasked Estep 
Score: -467752.750000 Penalty: 409.364563
	Iteration 0F: 2 clusters Score -467752.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -462356.750000 Penalty: 818.729126
	Iteration 0F: 3 clusters Score -462356.8 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -464375.156250 Penalty: 818.729126
	Iteration 1F: 3 clusters Score -464375.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -464529.937500 Penalty: 818.729126
	Iteration 2Q: 3 clusters Score -464529.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -464752.500000 Penalty: 818.729126
	Iteration 3F: 3 clusters Score -464752.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -465115.718750 Penalty: 818.729126
	Iteration 4F: 3 clusters Score -465115.7 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -465681.843750 Penalty: 818.729126
	Iteration 5F: 3 clusters Score -465681.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -466367.125000 Penalty: 818.729126
	Iteration 6F: 3 clusters Score -466367.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -466904.281250 Penalty: 818.729126
	Iteration 7F: 3 clusters Score -466904.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -467143.062500 Penalty: 818.729126
	Iteration 8Q: 3 clusters Score -467143.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -467243.906250 Penalty: 818.729126
	Iteration 9Q: 3 clusters Score -467243.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -467300.906250 Penalty: 818.729126
	Iteration 10Q: 3 clusters Score -467300.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -467346.593750 Penalty: 818.729126
	Iteration 11Q: 3 clusters Score -467346.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -467379.375000 Penalty: 818.729126
	Iteration 12Q: 3 clusters Score -467379.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -467398.812500 Penalty: 818.729126
	Iteration 13Q: 3 clusters Score -467398.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -467421.625000 Penalty: 818.729126
	Iteration 14Q: 3 clusters Score -467421.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -467432.500000 Penalty: 818.729126
	Iteration 15Q: 3 clusters Score -467432.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -467439.031250 Penalty: 818.729126
	Iteration 16Q: 3 clusters Score -467439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -467439.812500 Penalty: 818.729126
	Iteration 17Q: 3 clusters Score -467439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -467441.437500 Penalty: 818.729126
	Iteration 18Q: 3 clusters Score -467441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -467441.437500 Penalty: 818.729126
	Iteration 19F: 3 clusters Score -467441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -35954.179688 Penalty: 297.551178
	Iteration 0F: 2 clusters Score -35954.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -35357.710938 Penalty: 595.102356
	Iteration 0F: 3 clusters Score -35357.71 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -35609.515625 Penalty: 595.102356
	Iteration 1F: 3 clusters Score -35609.52 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -35721.390625 Penalty: 595.102356
	Iteration 2F: 3 clusters Score -35721.39 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35808.835938 Penalty: 595.102356
	Iteration 3F: 3 clusters Score -35808.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35878.949219 Penalty: 595.102356
	Iteration 4F: 3 clusters Score -35878.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -35938.289062 Penalty: 595.102356
	Iteration 5Q: 3 clusters Score -35938.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35976.359375 Penalty: 595.102356
	Iteration 6Q: 3 clusters Score -35976.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35997.304688 Penalty: 595.102356
	Iteration 7Q: 3 clusters Score -35997.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36003.445312 Penalty: 595.102356
	Iteration 8Q: 3 clusters Score -36003.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36006.839844 Penalty: 595.102356
	Iteration 9Q: 3 clusters Score -36006.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36006.953125 Penalty: 595.102356
	Iteration 10Q: 3 clusters Score -36006.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36006.953125 Penalty: 595.102356
	Iteration 11F: 3 clusters Score -36006.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1808 members 
Mstep: Class 29 contains 1188 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 267 members 
Entering Unmasked Estep 
Score: -10131675.000000 Penalty: 17134.699219
Splitting cluster 18 changes total score from -10131817.000000 to -10131675.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Entering Unmasked Estep 
Score: -209189.953125 Penalty: 378.391663
	Iteration 0F: 2 clusters Score -209190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -206448.484375 Penalty: 756.783325
	Iteration 0F: 3 clusters Score -206448.5 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -207812.640625 Penalty: 756.783325
	Iteration 1F: 3 clusters Score -207812.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -208175.406250 Penalty: 756.783325
	Iteration 2F: 3 clusters Score -208175.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -208449.218750 Penalty: 756.783325
	Iteration 3F: 3 clusters Score -208449.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -208676.734375 Penalty: 756.783325
	Iteration 4F: 3 clusters Score -208676.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -208793.125000 Penalty: 756.783325
	Iteration 5F: 3 clusters Score -208793.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -208867.703125 Penalty: 756.783325
	Iteration 6Q: 3 clusters Score -208867.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -208915.765625 Penalty: 756.783325
	Iteration 7Q: 3 clusters Score -208915.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -208961.640625 Penalty: 756.783325
	Iteration 8Q: 3 clusters Score -208961.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -209010.453125 Penalty: 756.783325
	Iteration 9Q: 3 clusters Score -209010.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -209060.656250 Penalty: 756.783325
	Iteration 10Q: 3 clusters Score -209060.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -209117.296875 Penalty: 756.783325
	Iteration 11Q: 3 clusters Score -209117.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -209180.375000 Penalty: 756.783325
	Iteration 12Q: 3 clusters Score -209180.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -209234.078125 Penalty: 756.783325
	Iteration 13Q: 3 clusters Score -209234.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -209311.921875 Penalty: 756.783325
	Iteration 14Q: 3 clusters Score -209311.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -209384.515625 Penalty: 756.783325
	Iteration 15Q: 3 clusters Score -209384.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -209431.109375 Penalty: 756.783325
	Iteration 16Q: 3 clusters Score -209431.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -209474.796875 Penalty: 756.783325
	Iteration 17Q: 3 clusters Score -209474.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -209496.515625 Penalty: 756.783325
	Iteration 18Q: 3 clusters Score -209496.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -209508.156250 Penalty: 756.783325
	Iteration 19Q: 3 clusters Score -209508.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -209515.421875 Penalty: 756.783325
	Iteration 20F: 3 clusters Score -209515.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -209519.234375 Penalty: 756.783325
	Iteration 21Q: 3 clusters Score -209519.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -209522.328125 Penalty: 756.783325
	Iteration 22Q: 3 clusters Score -209522.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -209524.906250 Penalty: 756.783325
	Iteration 23Q: 3 clusters Score -209524.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -209526.421875 Penalty: 756.783325
	Iteration 24Q: 3 clusters Score -209526.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -209528.265625 Penalty: 756.783325
	Iteration 25Q: 3 clusters Score -209528.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -209530.453125 Penalty: 756.783325
	Iteration 26Q: 3 clusters Score -209530.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -209532.953125 Penalty: 756.783325
	Iteration 27Q: 3 clusters Score -209533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -209534.250000 Penalty: 756.783325
	Iteration 28Q: 3 clusters Score -209534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -209536.140625 Penalty: 756.783325
	Iteration 29Q: 3 clusters Score -209536.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -209537.640625 Penalty: 756.783325
	Iteration 30Q: 3 clusters Score -209537.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -209538.937500 Penalty: 756.783325
	Iteration 31Q: 3 clusters Score -209538.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -209538.796875 Penalty: 756.783325
	Iteration 32Q: 3 clusters Score -209538.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -209539.437500 Penalty: 756.783325
	Iteration 33Q: 3 clusters Score -209539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -209540.000000 Penalty: 756.783325
	Iteration 34Q: 3 clusters Score -209540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -209541.312500 Penalty: 756.783325
	Iteration 35Q: 3 clusters Score -209541.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -209542.281250 Penalty: 756.783325
	Iteration 36Q: 3 clusters Score -209542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -209542.000000 Penalty: 756.783325
	Iteration 37Q: 3 clusters Score -209542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -209542.000000 Penalty: 756.783325
	Iteration 38F: 3 clusters Score -209542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 1356 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1808 members 
Mstep: Class 29 contains 1188 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 2734 members 
Entering Unmasked Estep 
Score: -10132049.000000 Penalty: 17134.699219
Splitting cluster 19 changes total score from -10131817.000000 to -10132049.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (10141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Entering Unmasked Estep 
Score: -517338.093750 Penalty: 419.707581
	Iteration 0F: 2 clusters Score -517338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -510600.250000 Penalty: 839.415161
	Iteration 0F: 3 clusters Score -510600.2 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -514339.375000 Penalty: 839.415161
	Iteration 1F: 3 clusters Score -514339.4 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -515199.625000 Penalty: 839.415161
	Iteration 2F: 3 clusters Score -515199.6 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -515767.843750 Penalty: 839.415161
	Iteration 3F: 3 clusters Score -515767.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -516112.312500 Penalty: 839.415161
	Iteration 4F: 3 clusters Score -516112.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -516408.875000 Penalty: 839.415161
	Iteration 5Q: 3 clusters Score -516408.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -516644.687500 Penalty: 839.415161
	Iteration 6Q: 3 clusters Score -516644.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -516782.625000 Penalty: 839.415161
	Iteration 7Q: 3 clusters Score -516782.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -516855.468750 Penalty: 839.415161
	Iteration 8Q: 3 clusters Score -516855.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -516901.156250 Penalty: 839.415161
	Iteration 9Q: 3 clusters Score -516901.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -516934.218750 Penalty: 839.415161
	Iteration 10Q: 3 clusters Score -516934.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -516955.687500 Penalty: 839.415161
	Iteration 11Q: 3 clusters Score -516955.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -516966.937500 Penalty: 839.415161
	Iteration 12Q: 3 clusters Score -516966.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -516993.531250 Penalty: 839.415161
	Iteration 13Q: 3 clusters Score -516993.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -517072.312500 Penalty: 839.415161
	Iteration 14Q: 3 clusters Score -517072.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -517264.000000 Penalty: 839.415161
	Iteration 15Q: 3 clusters Score -517264 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -517397.937500 Penalty: 839.415161
	Iteration 16Q: 3 clusters Score -517397.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -517482.687500 Penalty: 839.415161
	Iteration 17Q: 3 clusters Score -517482.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -517528.375000 Penalty: 839.415161
	Iteration 18Q: 3 clusters Score -517528.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -517552.562500 Penalty: 839.415161
	Iteration 19Q: 3 clusters Score -517552.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -517574.093750 Penalty: 839.415161
	Iteration 20F: 3 clusters Score -517574.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -517599.093750 Penalty: 839.415161
	Iteration 21Q: 3 clusters Score -517599.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -517620.843750 Penalty: 839.415161
	Iteration 22Q: 3 clusters Score -517620.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -517639.531250 Penalty: 839.415161
	Iteration 23Q: 3 clusters Score -517639.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -517653.656250 Penalty: 839.415161
	Iteration 24Q: 3 clusters Score -517653.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -517663.031250 Penalty: 839.415161
	Iteration 25Q: 3 clusters Score -517663 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -517679.312500 Penalty: 839.415161
	Iteration 26Q: 3 clusters Score -517679.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -517696.437500 Penalty: 839.415161
	Iteration 27Q: 3 clusters Score -517696.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -517706.031250 Penalty: 839.415161
	Iteration 28Q: 3 clusters Score -517706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -517721.562500 Penalty: 839.415161
	Iteration 29Q: 3 clusters Score -517721.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -517730.531250 Penalty: 839.415161
	Iteration 30Q: 3 clusters Score -517730.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -517740.093750 Penalty: 839.415161
	Iteration 31Q: 3 clusters Score -517740.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -517752.000000 Penalty: 839.415161
	Iteration 32Q: 3 clusters Score -517752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -517760.156250 Penalty: 839.415161
	Iteration 33Q: 3 clusters Score -517760.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -517761.812500 Penalty: 839.415161
	Iteration 34Q: 3 clusters Score -517761.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -517763.750000 Penalty: 839.415161
	Iteration 35Q: 3 clusters Score -517763.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -517764.531250 Penalty: 839.415161
	Iteration 36Q: 3 clusters Score -517764.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -517768.093750 Penalty: 839.415161
	Iteration 37Q: 3 clusters Score -517768.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -517770.968750 Penalty: 839.415161
	Iteration 38Q: 3 clusters Score -517771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -517775.000000 Penalty: 839.415161
	Iteration 39Q: 3 clusters Score -517775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -517779.093750 Penalty: 839.415161
	Iteration 40F: 3 clusters Score -517779.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -517778.906250 Penalty: 839.415161
	Iteration 41Q: 3 clusters Score -517778.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -517783.468750 Penalty: 839.415161
	Iteration 42Q: 3 clusters Score -517783.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -517782.906250 Penalty: 839.415161
	Iteration 43Q: 3 clusters Score -517782.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -517783.406250 Penalty: 839.415161
	Iteration 44Q: 3 clusters Score -517783.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -517784.656250 Penalty: 839.415161
	Iteration 45Q: 3 clusters Score -517784.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -517785.562500 Penalty: 839.415161
	Iteration 46Q: 3 clusters Score -517785.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -517787.906250 Penalty: 839.415161
	Iteration 47Q: 3 clusters Score -517787.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -517790.031250 Penalty: 839.415161
	Iteration 48Q: 3 clusters Score -517790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -517793.437500 Penalty: 839.415161
	Iteration 49Q: 3 clusters Score -517793.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -517793.718750 Penalty: 839.415161
	Iteration 50Q: 3 clusters Score -517793.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -517797.500000 Penalty: 839.415161
	Iteration 51Q: 3 clusters Score -517797.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -517797.375000 Penalty: 839.415161
	Iteration 52Q: 3 clusters Score -517797.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -517797.312500 Penalty: 839.415161
	Iteration 53Q: 3 clusters Score -517797.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -517798.750000 Penalty: 839.415161
	Iteration 54Q: 3 clusters Score -517798.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -517798.937500 Penalty: 839.415161
	Iteration 55Q: 3 clusters Score -517798.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -517801.625000 Penalty: 839.415161
	Iteration 56Q: 3 clusters Score -517801.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -517799.375000 Penalty: 839.415161
	Iteration 57Q: 3 clusters Score -517799.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -517800.593750 Penalty: 839.415161
	Iteration 58Q: 3 clusters Score -517800.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -517800.875000 Penalty: 839.415161
	Iteration 59Q: 3 clusters Score -517800.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -517802.000000 Penalty: 839.415161
	Iteration 60F: 3 clusters Score -517802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -517802.062500 Penalty: 839.415161
	Iteration 61Q: 3 clusters Score -517802.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -517802.187500 Penalty: 839.415161
	Iteration 62Q: 3 clusters Score -517802.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -517803.187500 Penalty: 839.415161
	Iteration 63Q: 3 clusters Score -517803.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -517803.375000 Penalty: 839.415161
	Iteration 64Q: 3 clusters Score -517803.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -517805.250000 Penalty: 839.415161
	Iteration 65Q: 3 clusters Score -517805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -517803.812500 Penalty: 839.415161
	Iteration 66Q: 3 clusters Score -517803.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -517803.218750 Penalty: 839.415161
	Iteration 67Q: 3 clusters Score -517803.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -517803.468750 Penalty: 839.415161
	Iteration 68Q: 3 clusters Score -517803.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -517804.093750 Penalty: 839.415161
	Iteration 69Q: 3 clusters Score -517804.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -517804.562500 Penalty: 839.415161
	Iteration 70Q: 3 clusters Score -517804.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -517805.093750 Penalty: 839.415161
	Iteration 71Q: 3 clusters Score -517805.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -517804.906250 Penalty: 839.415161
	Iteration 72Q: 3 clusters Score -517804.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -517806.531250 Penalty: 839.415161
	Iteration 73Q: 3 clusters Score -517806.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -517807.250000 Penalty: 839.415161
	Iteration 74Q: 3 clusters Score -517807.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -517807.406250 Penalty: 839.415161
	Iteration 75Q: 3 clusters Score -517807.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -517807.687500 Penalty: 839.415161
	Iteration 76Q: 3 clusters Score -517807.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -517811.687500 Penalty: 839.415161
	Iteration 77Q: 3 clusters Score -517811.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -517812.843750 Penalty: 839.415161
	Iteration 78Q: 3 clusters Score -517812.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -517813.843750 Penalty: 839.415161
	Iteration 79Q: 3 clusters Score -517813.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -517815.968750 Penalty: 839.415161
	Iteration 80F: 3 clusters Score -517816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -517816.562500 Penalty: 839.415161
	Iteration 81Q: 3 clusters Score -517816.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -517819.906250 Penalty: 839.415161
	Iteration 82Q: 3 clusters Score -517819.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -517821.656250 Penalty: 839.415161
	Iteration 83Q: 3 clusters Score -517821.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -517825.812500 Penalty: 839.415161
	Iteration 84Q: 3 clusters Score -517825.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -517827.875000 Penalty: 839.415161
	Iteration 85Q: 3 clusters Score -517827.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -517832.968750 Penalty: 839.415161
	Iteration 86Q: 3 clusters Score -517833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -517837.062500 Penalty: 839.415161
	Iteration 87Q: 3 clusters Score -517837.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -517841.406250 Penalty: 839.415161
	Iteration 88Q: 3 clusters Score -517841.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -517846.593750 Penalty: 839.415161
	Iteration 89Q: 3 clusters Score -517846.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -517850.812500 Penalty: 839.415161
	Iteration 90Q: 3 clusters Score -517850.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -517854.906250 Penalty: 839.415161
	Iteration 91Q: 3 clusters Score -517854.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -517857.937500 Penalty: 839.415161
	Iteration 92Q: 3 clusters Score -517857.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -517860.406250 Penalty: 839.415161
	Iteration 93Q: 3 clusters Score -517860.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -517863.218750 Penalty: 839.415161
	Iteration 94Q: 3 clusters Score -517863.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -517863.593750 Penalty: 839.415161
	Iteration 95Q: 3 clusters Score -517863.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -517865.625000 Penalty: 839.415161
	Iteration 96Q: 3 clusters Score -517865.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -517867.000000 Penalty: 839.415161
	Iteration 97Q: 3 clusters Score -517867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -517867.218750 Penalty: 839.415161
	Iteration 98Q: 3 clusters Score -517867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -517866.250000 Penalty: 839.415161
	Iteration 99Q: 3 clusters Score -517866.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -517867.437500 Penalty: 839.415161
	Iteration 100F: 3 clusters Score -517867.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -517868.718750 Penalty: 839.415161
	Iteration 101Q: 3 clusters Score -517868.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -517870.843750 Penalty: 839.415161
	Iteration 102Q: 3 clusters Score -517870.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -517872.968750 Penalty: 839.415161
	Iteration 103Q: 3 clusters Score -517873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -517875.125000 Penalty: 839.415161
	Iteration 104Q: 3 clusters Score -517875.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -517878.218750 Penalty: 839.415161
	Iteration 105Q: 3 clusters Score -517878.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -517880.687500 Penalty: 839.415161
	Iteration 106Q: 3 clusters Score -517880.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -517881.843750 Penalty: 839.415161
	Iteration 107Q: 3 clusters Score -517881.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -517885.406250 Penalty: 839.415161
	Iteration 108Q: 3 clusters Score -517885.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -517884.156250 Penalty: 839.415161
	Iteration 109Q: 3 clusters Score -517884.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -517887.593750 Penalty: 839.415161
	Iteration 110Q: 3 clusters Score -517887.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -517889.875000 Penalty: 839.415161
	Iteration 111Q: 3 clusters Score -517889.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -517894.843750 Penalty: 839.415161
	Iteration 112Q: 3 clusters Score -517894.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -517904.343750 Penalty: 839.415161
	Iteration 113Q: 3 clusters Score -517904.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -517909.031250 Penalty: 839.415161
	Iteration 114Q: 3 clusters Score -517909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -517911.718750 Penalty: 839.415161
	Iteration 115Q: 3 clusters Score -517911.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -517914.062500 Penalty: 839.415161
	Iteration 116Q: 3 clusters Score -517914.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -517914.625000 Penalty: 839.415161
	Iteration 117Q: 3 clusters Score -517914.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -517917.781250 Penalty: 839.415161
	Iteration 118Q: 3 clusters Score -517917.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -517917.906250 Penalty: 839.415161
	Iteration 119Q: 3 clusters Score -517917.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -517919.125000 Penalty: 839.415161
	Iteration 120F: 3 clusters Score -517919.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -517921.562500 Penalty: 839.415161
	Iteration 121Q: 3 clusters Score -517921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -517921.625000 Penalty: 839.415161
	Iteration 122Q: 3 clusters Score -517921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -517919.937500 Penalty: 839.415161
	Iteration 123Q: 3 clusters Score -517919.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -517924.031250 Penalty: 839.415161
	Iteration 124Q: 3 clusters Score -517924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -517925.000000 Penalty: 839.415161
	Iteration 125Q: 3 clusters Score -517925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -517924.843750 Penalty: 839.415161
	Iteration 126Q: 3 clusters Score -517924.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -517926.812500 Penalty: 839.415161
	Iteration 127Q: 3 clusters Score -517926.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -517927.343750 Penalty: 839.415161
	Iteration 128Q: 3 clusters Score -517927.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -517930.718750 Penalty: 839.415161
	Iteration 129Q: 3 clusters Score -517930.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -517927.687500 Penalty: 839.415161
	Iteration 130Q: 3 clusters Score -517927.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -517931.375000 Penalty: 839.415161
	Iteration 131Q: 3 clusters Score -517931.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -517932.625000 Penalty: 839.415161
	Iteration 132Q: 3 clusters Score -517932.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -517934.031250 Penalty: 839.415161
	Iteration 133Q: 3 clusters Score -517934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -517932.812500 Penalty: 839.415161
	Iteration 134Q: 3 clusters Score -517932.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -517932.062500 Penalty: 839.415161
	Iteration 135Q: 3 clusters Score -517932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -517932.875000 Penalty: 839.415161
	Iteration 136Q: 3 clusters Score -517932.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -517934.000000 Penalty: 839.415161
	Iteration 137Q: 3 clusters Score -517934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -517935.812500 Penalty: 839.415161
	Iteration 138Q: 3 clusters Score -517935.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -517936.250000 Penalty: 839.415161
	Iteration 139Q: 3 clusters Score -517936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -517937.093750 Penalty: 839.415161
	Iteration 140F: 3 clusters Score -517937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -517934.531250 Penalty: 839.415161
	Iteration 141Q: 3 clusters Score -517934.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -517934.031250 Penalty: 839.415161
	Iteration 142Q: 3 clusters Score -517934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -517937.000000 Penalty: 839.415161
	Iteration 143Q: 3 clusters Score -517937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -517936.812500 Penalty: 839.415161
	Iteration 144Q: 3 clusters Score -517936.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -517938.531250 Penalty: 839.415161
	Iteration 145Q: 3 clusters Score -517938.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -517937.843750 Penalty: 839.415161
	Iteration 146Q: 3 clusters Score -517937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -517938.312500 Penalty: 839.415161
	Iteration 147Q: 3 clusters Score -517938.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -517937.125000 Penalty: 839.415161
	Iteration 148Q: 3 clusters Score -517937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -517937.218750 Penalty: 839.415161
	Iteration 149Q: 3 clusters Score -517937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -517939.875000 Penalty: 839.415161
	Iteration 150Q: 3 clusters Score -517939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -517939.937500 Penalty: 839.415161
	Iteration 151Q: 3 clusters Score -517939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -517937.625000 Penalty: 839.415161
	Iteration 152Q: 3 clusters Score -517937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -517938.250000 Penalty: 839.415161
	Iteration 153Q: 3 clusters Score -517938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -517938.531250 Penalty: 839.415161
	Iteration 154Q: 3 clusters Score -517938.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -517935.250000 Penalty: 839.415161
	Iteration 155Q: 3 clusters Score -517935.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -517939.875000 Penalty: 839.415161
	Iteration 156Q: 3 clusters Score -517939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -517939.875000 Penalty: 839.415161
	Iteration 157F: 3 clusters Score -517939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 1356 members 
Mstep: Class 20 contains 1591 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1808 members 
Mstep: Class 29 contains 1188 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 8550 members 
Entering Unmasked Estep 
Score: -10132506.000000 Penalty: 17687.431641
Splitting cluster 20 changes total score from -10131817.000000 to -10132506.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -71578.070312 Penalty: 329.709747
	Iteration 0F: 2 clusters Score -71578.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -70502.171875 Penalty: 659.419495
	Iteration 0F: 3 clusters Score -70502.17 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -70836.609375 Penalty: 659.419495
	Iteration 1F: 3 clusters Score -70836.61 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -70925.406250 Penalty: 659.419495
	Iteration 2F: 3 clusters Score -70925.41 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -70984.203125 Penalty: 659.419495
	Iteration 3F: 3 clusters Score -70984.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -71030.765625 Penalty: 659.419495
	Iteration 4F: 3 clusters Score -71030.77 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -71057.601562 Penalty: 659.419495
	Iteration 5Q: 3 clusters Score -71057.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -71076.273438 Penalty: 659.419495
	Iteration 6Q: 3 clusters Score -71076.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -71092.242188 Penalty: 659.419495
	Iteration 7Q: 3 clusters Score -71092.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71105.453125 Penalty: 659.419495
	Iteration 8Q: 3 clusters Score -71105.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71119.921875 Penalty: 659.419495
	Iteration 9Q: 3 clusters Score -71119.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -71141.179688 Penalty: 659.419495
	Iteration 10Q: 3 clusters Score -71141.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -71157.007812 Penalty: 659.419495
	Iteration 11Q: 3 clusters Score -71157.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71165.882812 Penalty: 659.419495
	Iteration 12Q: 3 clusters Score -71165.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71172.554688 Penalty: 659.419495
	Iteration 13Q: 3 clusters Score -71172.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71177.539062 Penalty: 659.419495
	Iteration 14Q: 3 clusters Score -71177.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71180.343750 Penalty: 659.419495
	Iteration 15Q: 3 clusters Score -71180.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71184.648438 Penalty: 659.419495
	Iteration 16Q: 3 clusters Score -71184.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71194.828125 Penalty: 659.419495
	Iteration 17Q: 3 clusters Score -71194.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71206.414062 Penalty: 659.419495
	Iteration 18Q: 3 clusters Score -71206.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71213.765625 Penalty: 659.419495
	Iteration 19Q: 3 clusters Score -71213.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71220.664062 Penalty: 659.419495
	Iteration 20F: 3 clusters Score -71220.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71227.273438 Penalty: 659.419495
	Iteration 21Q: 3 clusters Score -71227.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -71234.000000 Penalty: 659.419495
	Iteration 22Q: 3 clusters Score -71234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71238.234375 Penalty: 659.419495
	Iteration 23Q: 3 clusters Score -71238.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71241.562500 Penalty: 659.419495
	Iteration 24Q: 3 clusters Score -71241.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71246.203125 Penalty: 659.419495
	Iteration 25Q: 3 clusters Score -71246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71249.039062 Penalty: 659.419495
	Iteration 26Q: 3 clusters Score -71249.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71250.796875 Penalty: 659.419495
	Iteration 27Q: 3 clusters Score -71250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71250.968750 Penalty: 659.419495
	Iteration 28Q: 3 clusters Score -71250.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71251.531250 Penalty: 659.419495
	Iteration 29Q: 3 clusters Score -71251.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71251.562500 Penalty: 659.419495
	Iteration 30Q: 3 clusters Score -71251.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71251.828125 Penalty: 659.419495
	Iteration 31Q: 3 clusters Score -71251.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71252.062500 Penalty: 659.419495
	Iteration 32Q: 3 clusters Score -71252.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71252.703125 Penalty: 659.419495
	Iteration 33Q: 3 clusters Score -71252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71253.703125 Penalty: 659.419495
	Iteration 34Q: 3 clusters Score -71253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71255.351562 Penalty: 659.419495
	Iteration 35Q: 3 clusters Score -71255.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -71259.031250 Penalty: 659.419495
	Iteration 36Q: 3 clusters Score -71259.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71261.445312 Penalty: 659.419495
	Iteration 37Q: 3 clusters Score -71261.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71262.148438 Penalty: 659.419495
	Iteration 38Q: 3 clusters Score -71262.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71262.710938 Penalty: 659.419495
	Iteration 39Q: 3 clusters Score -71262.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71262.710938 Penalty: 659.419495
	Iteration 40F: 3 clusters Score -71262.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -36494.121094 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -36494.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35906.542969 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -35906.54 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36658.742188 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -36658.74 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37051.910156 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -37051.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37198.464844 Penalty: 598.077759
	Iteration 3Q: 3 clusters Score -37198.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37230.417969 Penalty: 598.077759
	Iteration 4Q: 3 clusters Score -37230.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37253.812500 Penalty: 598.077759
	Iteration 5Q: 3 clusters Score -37253.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37283.921875 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -37283.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37297.988281 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -37297.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37298.808594 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -37298.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37298.808594 Penalty: 598.077759
	Iteration 9F: 3 clusters Score -37298.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 1356 members 
Mstep: Class 20 contains 1591 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 1808 members 
Mstep: Class 29 contains 1188 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 8550 members 
Mstep: Class 33 contains 237 members 
Entering Unmasked Estep 
Score: -10133053.000000 Penalty: 18240.164062
Splitting cluster 22 changes total score from -10131817.000000 to -10133053.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -7436.015625 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -7436.016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7117.873535 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -7117.874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7190.658691 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -7190.659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7225.797852 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -7225.798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7264.030273 Penalty: 504.611145
	Iteration 3F: 3 clusters Score -7264.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7279.036621 Penalty: 504.611145
	Iteration 4F: 3 clusters Score -7279.037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7284.477051 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -7284.477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7295.165527 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -7295.166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7305.521973 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -7305.522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7308.492676 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -7308.493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7312.348633 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -7312.349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7312.348633 Penalty: 504.611145
	Iteration 10F: 3 clusters Score -7312.349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -9788.454102 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -9788.454 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 97 members 
Entering Unmasked Estep 
Score: -9512.440430 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -9512.44 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9581.129883 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -9581.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9605.579102 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -9605.579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9621.089844 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -9621.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9641.823242 Penalty: 481.690735
	Iteration 4F: 3 clusters Score -9641.823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9654.041992 Penalty: 481.690735
	Iteration 5F: 3 clusters Score -9654.042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9657.212891 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -9657.213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9657.567383 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -9657.567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9657.567383 Penalty: 481.690735
	Iteration 8F: 3 clusters Score -9657.567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -9377.939453 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -9377.939 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 107 members 
Entering Unmasked Estep 
Score: -9094.898438 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -9094.898 nChanged 64
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: -9157.794922 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -9157.795 nChanged 15
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: -9184.556641 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -9184.557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9207.916016 Penalty: 483.052338
	Iteration 3F: 3 clusters Score -9207.916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9216.174805 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -9216.175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9224.447266 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -9224.447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9236.319336 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -9236.319 nChanged 5
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: -9254.436523 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -9254.437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9263.289062 Penalty: 483.052338
	Iteration 8Q: 3 clusters Score -9263.289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9278.701172 Penalty: 483.052338
	Iteration 9Q: 3 clusters Score -9278.701 nChanged 1
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: -9285.060547 Penalty: 483.052338
	Iteration 10Q: 3 clusters Score -9285.061 nChanged 0
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: -9285.060547 Penalty: 483.052338
	Iteration 11F: 3 clusters Score -9285.061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -4420.581543 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -4420.582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4143.721680 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -4143.722 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4228.054688 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -4228.055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4271.179199 Penalty: 494.468689
	Iteration 2Q: 3 clusters Score -4271.179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4289.484863 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -4289.485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -4310.980957 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -4310.981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -4320.320801 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -4320.321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -4329.878906 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -4329.879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4332.311523 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -4332.312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4333.083008 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -4333.083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4333.083008 Penalty: 494.468689
	Iteration 9F: 3 clusters Score -4333.083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -166778.671875 Penalty: 363.324066
	Iteration 0F: 2 clusters Score -166778.7 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 1485 members 
Entering Unmasked Estep 
Score: -164698.625000 Penalty: 726.648132
	Iteration 0F: 3 clusters Score -164698.6 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -165418.984375 Penalty: 726.648132
	Iteration 1F: 3 clusters Score -165419 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -165501.750000 Penalty: 726.648132
	Iteration 2F: 3 clusters Score -165501.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -165602.046875 Penalty: 726.648132
	Iteration 3F: 3 clusters Score -165602 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -165695.843750 Penalty: 726.648132
	Iteration 4F: 3 clusters Score -165695.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -165776.062500 Penalty: 726.648132
	Iteration 5Q: 3 clusters Score -165776.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -165851.625000 Penalty: 726.648132
	Iteration 6Q: 3 clusters Score -165851.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -165915.328125 Penalty: 726.648132
	Iteration 7Q: 3 clusters Score -165915.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -165965.875000 Penalty: 726.648132
	Iteration 8Q: 3 clusters Score -165965.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -166025.468750 Penalty: 726.648132
	Iteration 9Q: 3 clusters Score -166025.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -166083.687500 Penalty: 726.648132
	Iteration 10Q: 3 clusters Score -166083.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -166147.625000 Penalty: 726.648132
	Iteration 11Q: 3 clusters Score -166147.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -166215.281250 Penalty: 726.648132
	Iteration 12Q: 3 clusters Score -166215.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -166279.406250 Penalty: 726.648132
	Iteration 13Q: 3 clusters Score -166279.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -166341.500000 Penalty: 726.648132
	Iteration 14Q: 3 clusters Score -166341.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -166400.437500 Penalty: 726.648132
	Iteration 15Q: 3 clusters Score -166400.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -166454.281250 Penalty: 726.648132
	Iteration 16Q: 3 clusters Score -166454.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -166493.140625 Penalty: 726.648132
	Iteration 17Q: 3 clusters Score -166493.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -166528.500000 Penalty: 726.648132
	Iteration 18Q: 3 clusters Score -166528.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -166551.890625 Penalty: 726.648132
	Iteration 19Q: 3 clusters Score -166551.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -166564.015625 Penalty: 726.648132
	Iteration 20F: 3 clusters Score -166564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -166571.375000 Penalty: 726.648132
	Iteration 21Q: 3 clusters Score -166571.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -166575.890625 Penalty: 726.648132
	Iteration 22Q: 3 clusters Score -166575.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -166577.375000 Penalty: 726.648132
	Iteration 23Q: 3 clusters Score -166577.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -166578.750000 Penalty: 726.648132
	Iteration 24Q: 3 clusters Score -166578.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -166579.531250 Penalty: 726.648132
	Iteration 25Q: 3 clusters Score -166579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -166579.843750 Penalty: 726.648132
	Iteration 26Q: 3 clusters Score -166579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -166579.843750 Penalty: 726.648132
	Iteration 27F: 3 clusters Score -166579.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -93132.890625 Penalty: 341.248932
	Iteration 0F: 2 clusters Score -93132.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -91819.343750 Penalty: 682.497864
	Iteration 0F: 3 clusters Score -91819.34 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -92497.843750 Penalty: 682.497864
	Iteration 1F: 3 clusters Score -92497.84 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -92773.242188 Penalty: 682.497864
	Iteration 2F: 3 clusters Score -92773.24 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -93005.187500 Penalty: 682.497864
	Iteration 3F: 3 clusters Score -93005.19 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -93219.593750 Penalty: 682.497864
	Iteration 4F: 3 clusters Score -93219.59 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -93349.507812 Penalty: 682.497864
	Iteration 5F: 3 clusters Score -93349.51 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -93413.625000 Penalty: 682.497864
	Iteration 6Q: 3 clusters Score -93413.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -93464.109375 Penalty: 682.497864
	Iteration 7Q: 3 clusters Score -93464.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -93523.437500 Penalty: 682.497864
	Iteration 8Q: 3 clusters Score -93523.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -93557.015625 Penalty: 682.497864
	Iteration 9Q: 3 clusters Score -93557.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -93576.710938 Penalty: 682.497864
	Iteration 10Q: 3 clusters Score -93576.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -93590.851562 Penalty: 682.497864
	Iteration 11Q: 3 clusters Score -93590.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -93619.851562 Penalty: 682.497864
	Iteration 12Q: 3 clusters Score -93619.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -93634.781250 Penalty: 682.497864
	Iteration 13Q: 3 clusters Score -93634.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -93639.164062 Penalty: 682.497864
	Iteration 14Q: 3 clusters Score -93639.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -93649.898438 Penalty: 682.497864
	Iteration 15Q: 3 clusters Score -93649.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -93666.179688 Penalty: 682.497864
	Iteration 16Q: 3 clusters Score -93666.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -93678.726562 Penalty: 682.497864
	Iteration 17Q: 3 clusters Score -93678.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -93688.945312 Penalty: 682.497864
	Iteration 18Q: 3 clusters Score -93688.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -93693.859375 Penalty: 682.497864
	Iteration 19Q: 3 clusters Score -93693.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -93698.031250 Penalty: 682.497864
	Iteration 20F: 3 clusters Score -93698.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -93705.351562 Penalty: 682.497864
	Iteration 21Q: 3 clusters Score -93705.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -93709.898438 Penalty: 682.497864
	Iteration 22Q: 3 clusters Score -93709.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -93716.703125 Penalty: 682.497864
	Iteration 23Q: 3 clusters Score -93716.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -93725.570312 Penalty: 682.497864
	Iteration 24Q: 3 clusters Score -93725.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -93734.500000 Penalty: 682.497864
	Iteration 25Q: 3 clusters Score -93734.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -93736.875000 Penalty: 682.497864
	Iteration 26Q: 3 clusters Score -93736.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -93737.140625 Penalty: 682.497864
	Iteration 27Q: 3 clusters Score -93737.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -93737.140625 Penalty: 682.497864
	Iteration 28F: 3 clusters Score -93737.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 1356 members 
Mstep: Class 20 contains 1591 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 874 members 
Mstep: Class 29 contains 1188 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 8550 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 934 members 
Entering Unmasked Estep 
Score: -10133464.000000 Penalty: 18792.896484
Splitting cluster 28 changes total score from -10131817.000000 to -10133464.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 29 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -58375.386719 Penalty: 322.141205
	Iteration 0F: 2 clusters Score -58375.39 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 595 members 
Entering Unmasked Estep 
Score: -57544.007812 Penalty: 644.282410
	Iteration 0F: 3 clusters Score -57544.01 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -58875.421875 Penalty: 644.282410
	Iteration 1F: 3 clusters Score -58875.42 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -59233.835938 Penalty: 644.282410
	Iteration 2F: 3 clusters Score -59233.84 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -59328.402344 Penalty: 644.282410
	Iteration 3F: 3 clusters Score -59328.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -59352.195312 Penalty: 644.282410
	Iteration 4Q: 3 clusters Score -59352.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -59361.968750 Penalty: 644.282410
	Iteration 5Q: 3 clusters Score -59361.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -59371.714844 Penalty: 644.282410
	Iteration 6Q: 3 clusters Score -59371.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -59374.382812 Penalty: 644.282410
	Iteration 7Q: 3 clusters Score -59374.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -59374.968750 Penalty: 644.282410
	Iteration 8Q: 3 clusters Score -59374.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -59375.750000 Penalty: 644.282410
	Iteration 9Q: 3 clusters Score -59375.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -59377.316406 Penalty: 644.282410
	Iteration 10Q: 3 clusters Score -59377.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -59380.082031 Penalty: 644.282410
	Iteration 11Q: 3 clusters Score -59380.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -59382.925781 Penalty: 644.282410
	Iteration 12Q: 3 clusters Score -59382.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -59389.808594 Penalty: 644.282410
	Iteration 13Q: 3 clusters Score -59389.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -59393.488281 Penalty: 644.282410
	Iteration 14Q: 3 clusters Score -59393.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -59399.476562 Penalty: 644.282410
	Iteration 15Q: 3 clusters Score -59399.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -59406.820312 Penalty: 644.282410
	Iteration 16Q: 3 clusters Score -59406.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -59410.707031 Penalty: 644.282410
	Iteration 17Q: 3 clusters Score -59410.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -59410.480469 Penalty: 644.282410
	Iteration 18Q: 3 clusters Score -59410.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -59410.480469 Penalty: 644.282410
	Iteration 19F: 3 clusters Score -59410.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 1356 members 
Mstep: Class 20 contains 1591 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 874 members 
Mstep: Class 29 contains 242 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 8550 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 934 members 
Mstep: Class 35 contains 946 members 
Entering Unmasked Estep 
Score: -10134278.000000 Penalty: 19345.628906
Splitting cluster 29 changes total score from -10131817.000000 to -10134278.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 1356 members 
Mstep: Class 20 contains 1591 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 199 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 874 members 
Mstep: Class 29 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134892.000000 Penalty: 19345.628906
Iteration 79Q: 36 clusters Score -1.013489e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 37691 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 6917 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 587 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 655 members 
Mstep: Class 12 contains 154 members 
Mstep: Class 13 contains 102307 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1112 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8084 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 1622 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 203 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 2940 members 
Mstep: Class 28 contains 878 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 2588 members 
Mstep: Class 32 contains 8464 members 
Mstep: Class 33 contains 229 members 
Mstep: Class 34 contains 947 members 
Mstep: Class 35 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135320.000000 Penalty: 19345.628906
Iteration 80F: 36 clusters Score -1.013532e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 37667 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 6911 members 
Mstep: Class 8 contains 1462 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 311 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 102306 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1096 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8083 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1338 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 204 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 228 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 868 members 
Mstep: Class 29 contains 236 members 
Mstep: Class 30 contains 357 members 
Mstep: Class 31 contains 2644 members 
Mstep: Class 32 contains 8455 members 
Mstep: Class 33 contains 236 members 
Mstep: Class 34 contains 963 members 
Mstep: Class 35 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135553.000000 Penalty: 19345.628906
Iteration 81Q: 36 clusters Score -1.013555e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 37669 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 6895 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 656 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 102309 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1079 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8078 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1340 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 228 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 234 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 2668 members 
Mstep: Class 32 contains 8453 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 968 members 
Mstep: Class 35 contains 969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135639.000000 Penalty: 19345.628906
Iteration 82Q: 36 clusters Score -1.013564e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37681 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 586 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 653 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 102305 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8071 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 1366 members 
Mstep: Class 22 contains 480 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 206 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 234 members 
Mstep: Class 30 contains 359 members 
Mstep: Class 31 contains 2684 members 
Mstep: Class 32 contains 8442 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 967 members 
Mstep: Class 35 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135700.000000 Penalty: 19345.628906
Iteration 83Q: 36 clusters Score -1.01357e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37689 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6885 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 650 members 
Mstep: Class 12 contains 163 members 
Mstep: Class 13 contains 102300 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1071 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8071 members 
Mstep: Class 18 contains 706 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 1357 members 
Mstep: Class 22 contains 479 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2934 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 235 members 
Mstep: Class 30 contains 359 members 
Mstep: Class 31 contains 2695 members 
Mstep: Class 32 contains 8437 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 969 members 
Mstep: Class 35 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135705.000000 Penalty: 19345.628906
Iteration 84Q: 36 clusters Score -1.01357e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 640 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37698 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 6889 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 649 members 
Mstep: Class 12 contains 166 members 
Mstep: Class 13 contains 102297 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8070 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1354 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 204 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2934 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 233 members 
Mstep: Class 30 contains 359 members 
Mstep: Class 31 contains 2696 members 
Mstep: Class 32 contains 8433 members 
Mstep: Class 33 contains 236 members 
Mstep: Class 34 contains 967 members 
Mstep: Class 35 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135748.000000 Penalty: 19345.628906
Iteration 85Q: 36 clusters Score -1.013575e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 638 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37707 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3164 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102291 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1067 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8069 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1674 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 475 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 204 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2935 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 358 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8436 members 
Mstep: Class 33 contains 234 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135777.000000 Penalty: 19345.628906
Iteration 86Q: 36 clusters Score -1.013578e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 637 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37717 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6883 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102286 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1067 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8068 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 1347 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 204 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2935 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 358 members 
Mstep: Class 31 contains 2700 members 
Mstep: Class 32 contains 8436 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135808.000000 Penalty: 19345.628906
Iteration 87Q: 36 clusters Score -1.013581e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6881 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 649 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102286 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1066 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 472 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 204 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 358 members 
Mstep: Class 31 contains 2702 members 
Mstep: Class 32 contains 8438 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 962 members 
Mstep: Class 35 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135813.000000 Penalty: 19345.628906
Iteration 88Q: 36 clusters Score -1.013581e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6881 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 649 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 204 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 358 members 
Mstep: Class 31 contains 2702 members 
Mstep: Class 32 contains 8435 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 959 members 
Mstep: Class 35 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135828.000000 Penalty: 19345.628906
Iteration 89Q: 36 clusters Score -1.013583e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 634 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6881 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 649 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1361 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 468 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 358 members 
Mstep: Class 31 contains 2700 members 
Mstep: Class 32 contains 8429 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 960 members 
Mstep: Class 35 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135830.000000 Penalty: 19345.628906
Iteration 90Q: 36 clusters Score -1.013583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37718 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6881 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 649 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102286 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1077 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1362 members 
Mstep: Class 20 contains 1700 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 856 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 358 members 
Mstep: Class 31 contains 2700 members 
Mstep: Class 32 contains 8421 members 
Mstep: Class 33 contains 241 members 
Mstep: Class 34 contains 956 members 
Mstep: Class 35 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135859.000000 Penalty: 19345.628906
Iteration 91Q: 36 clusters Score -1.013586e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6882 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1080 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 1703 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 853 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 358 members 
Mstep: Class 31 contains 2700 members 
Mstep: Class 32 contains 8424 members 
Mstep: Class 33 contains 250 members 
Mstep: Class 34 contains 951 members 
Mstep: Class 35 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135867.000000 Penalty: 19345.628906
Iteration 92Q: 36 clusters Score -1.013587e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6885 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102284 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1083 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 1710 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 851 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 359 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8418 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 946 members 
Mstep: Class 35 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135898.000000 Penalty: 19345.628906
Iteration 93Q: 36 clusters Score -1.01359e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1084 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1716 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 8413 members 
Mstep: Class 33 contains 259 members 
Mstep: Class 34 contains 948 members 
Mstep: Class 35 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135890.000000 Penalty: 19345.628906
Iteration 94Q: 36 clusters Score -1.013589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1084 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 8403 members 
Mstep: Class 33 contains 261 members 
Mstep: Class 34 contains 951 members 
Mstep: Class 35 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135904.000000 Penalty: 19345.628906
Iteration 95Q: 36 clusters Score -1.01359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1083 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1725 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 848 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 8399 members 
Mstep: Class 33 contains 263 members 
Mstep: Class 34 contains 951 members 
Mstep: Class 35 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135899.000000 Penalty: 19345.628906
Iteration 96Q: 36 clusters Score -1.01359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1085 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1729 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 8394 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135910.000000 Penalty: 19345.628906
Iteration 97Q: 36 clusters Score -1.013591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1088 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1731 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 848 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 8381 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 954 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135920.000000 Penalty: 19345.628906
Iteration 98Q: 36 clusters Score -1.013592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1732 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 848 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 8380 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135930.000000 Penalty: 19345.628906
Iteration 99Q: 36 clusters Score -1.013593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1733 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 849 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 8378 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 952 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135931.000000 Penalty: 19345.628906
Iteration 100F: 36 clusters Score -1.013593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 169 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1733 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 225 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 849 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 8379 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 950 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135958.000000 Penalty: 19345.628906
Iteration 101Q: 36 clusters Score -1.013596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 171 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1735 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 225 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 849 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 8379 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 949 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135955.000000 Penalty: 19345.628906
Iteration 102Q: 36 clusters Score -1.013596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 176 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1736 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 248 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 225 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 849 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 8383 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 943 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135975.000000 Penalty: 19345.628906
Iteration 103Q: 36 clusters Score -1.013598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 179 members 
Mstep: Class 13 contains 102285 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 706 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1737 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 248 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 8383 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 942 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135974.000000 Penalty: 19345.628906
Iteration 104Q: 36 clusters Score -1.013597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 13 contains 102286 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1739 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 248 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 227 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2702 members 
Mstep: Class 32 contains 8380 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 942 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135991.000000 Penalty: 19345.628906
Iteration 105Q: 36 clusters Score -1.013599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6884 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 572 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 181 members 
Mstep: Class 13 contains 102287 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1740 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 228 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8380 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 940 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135982.000000 Penalty: 19345.628906
Iteration 106Q: 36 clusters Score -1.013598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6884 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 572 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 181 members 
Mstep: Class 13 contains 102287 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1743 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 228 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8377 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 939 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135974.000000 Penalty: 19345.628906
Iteration 107Q: 36 clusters Score -1.013597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6884 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 181 members 
Mstep: Class 13 contains 102287 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1743 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 228 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8379 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 938 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135979.000000 Penalty: 19345.628906
Iteration 108Q: 36 clusters Score -1.013598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6884 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 181 members 
Mstep: Class 13 contains 102287 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 228 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8378 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135979.000000 Penalty: 19345.628906
Iteration 109Q: 36 clusters Score -1.013598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6884 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 181 members 
Mstep: Class 13 contains 102287 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 228 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8378 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135997.000000 Penalty: 19345.628906
Iteration 110F: 36 clusters Score -1.0136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6884 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 568 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 191 members 
Mstep: Class 13 contains 102287 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 225 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8378 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136065.000000 Penalty: 19345.628906
Iteration 111Q: 36 clusters Score -1.013606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6885 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 560 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 199 members 
Mstep: Class 13 contains 102287 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 248 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8378 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136096.000000 Penalty: 19345.628906
Iteration 112Q: 36 clusters Score -1.01361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 102287 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1354 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 221 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8378 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136102.000000 Penalty: 19345.628906
Iteration 113Q: 36 clusters Score -1.01361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37722 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6889 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 102287 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 220 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8378 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136102.000000 Penalty: 19345.628906
Iteration 114Q: 36 clusters Score -1.01361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6888 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 102288 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8378 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136100.000000 Penalty: 19345.628906
Iteration 115Q: 36 clusters Score -1.01361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 218 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8378 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136103.000000 Penalty: 19345.628906
Iteration 116Q: 36 clusters Score -1.01361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8379 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136096.000000 Penalty: 19345.628906
Iteration 117Q: 36 clusters Score -1.01361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8381 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136101.000000 Penalty: 19345.628906
Iteration 118Q: 36 clusters Score -1.01361e+07 nChanged 2
Entering ConstructFrom: 
Score: -10136101.000000 Penalty: 19345.628906
Entering ConstructFrom: 
Trying to split cluster 1 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -20481.228516 Penalty: 275.796265
	Iteration 0F: 2 clusters Score -20481.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20048.785156 Penalty: 551.592529
	Iteration 0F: 3 clusters Score -20048.79 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20266.984375 Penalty: 551.592529
	Iteration 1F: 3 clusters Score -20266.98 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20432.357422 Penalty: 551.592529
	Iteration 2F: 3 clusters Score -20432.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20510.480469 Penalty: 551.592529
	Iteration 3F: 3 clusters Score -20510.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20570.689453 Penalty: 551.592529
	Iteration 4Q: 3 clusters Score -20570.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20652.466797 Penalty: 551.592529
	Iteration 5Q: 3 clusters Score -20652.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20673.205078 Penalty: 551.592529
	Iteration 6Q: 3 clusters Score -20673.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20682.630859 Penalty: 551.592529
	Iteration 7Q: 3 clusters Score -20682.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20685.628906 Penalty: 551.592529
	Iteration 8Q: 3 clusters Score -20685.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20686.591797 Penalty: 551.592529
	Iteration 9Q: 3 clusters Score -20686.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20688.439453 Penalty: 551.592529
	Iteration 10Q: 3 clusters Score -20688.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20689.431641 Penalty: 551.592529
	Iteration 11Q: 3 clusters Score -20689.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20689.431641 Penalty: 551.592529
	Iteration 12F: 3 clusters Score -20689.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8382 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 222 members 
Entering Unmasked Estep 
Score: -10136029.000000 Penalty: 19898.361328
Splitting cluster 1 changes total score from -10136101.000000 to -10136029.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -26434.367188 Penalty: 292.478790
	Iteration 0F: 2 clusters Score -26434.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25949.158203 Penalty: 584.957581
	Iteration 0F: 3 clusters Score -25949.16 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26412.070312 Penalty: 584.957581
	Iteration 1F: 3 clusters Score -26412.07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26531.074219 Penalty: 584.957581
	Iteration 2F: 3 clusters Score -26531.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26598.218750 Penalty: 584.957581
	Iteration 3F: 3 clusters Score -26598.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26614.468750 Penalty: 584.957581
	Iteration 4Q: 3 clusters Score -26614.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26622.841797 Penalty: 584.957581
	Iteration 5Q: 3 clusters Score -26622.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26631.419922 Penalty: 584.957581
	Iteration 6Q: 3 clusters Score -26631.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26635.470703 Penalty: 584.957581
	Iteration 7Q: 3 clusters Score -26635.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26639.503906 Penalty: 584.957581
	Iteration 8Q: 3 clusters Score -26639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26641.335938 Penalty: 584.957581
	Iteration 9Q: 3 clusters Score -26641.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26642.904297 Penalty: 584.957581
	Iteration 10Q: 3 clusters Score -26642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26643.853516 Penalty: 584.957581
	Iteration 11Q: 3 clusters Score -26643.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26643.853516 Penalty: 584.957581
	Iteration 12F: 3 clusters Score -26643.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 300 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8382 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 319 members 
Entering Unmasked Estep 
Score: -10136051.000000 Penalty: 19898.361328
Splitting cluster 2 changes total score from -10136101.000000 to -10136051.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -13026.145508 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -13026.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12703.416992 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -12703.42 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12791.893555 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -12791.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12847.493164 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -12847.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12874.688477 Penalty: 503.178040
	Iteration 3F: 3 clusters Score -12874.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12888.836914 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -12888.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12901.539062 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -12901.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12917.431641 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -12917.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12928.131836 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -12928.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12944.987305 Penalty: 503.178040
	Iteration 8Q: 3 clusters Score -12944.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12948.892578 Penalty: 503.178040
	Iteration 9Q: 3 clusters Score -12948.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12960.050781 Penalty: 503.178040
	Iteration 10Q: 3 clusters Score -12960.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12969.714844 Penalty: 503.178040
	Iteration 11Q: 3 clusters Score -12969.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12984.481445 Penalty: 503.178040
	Iteration 12Q: 3 clusters Score -12984.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12992.517578 Penalty: 503.178040
	Iteration 13Q: 3 clusters Score -12992.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12993.344727 Penalty: 503.178040
	Iteration 14Q: 3 clusters Score -12993.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12996.555664 Penalty: 503.178040
	Iteration 15Q: 3 clusters Score -12996.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13005.323242 Penalty: 503.178040
	Iteration 16Q: 3 clusters Score -13005.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13006.730469 Penalty: 503.178040
	Iteration 17Q: 3 clusters Score -13006.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13008.786133 Penalty: 503.178040
	Iteration 18Q: 3 clusters Score -13008.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13013.174805 Penalty: 503.178040
	Iteration 19Q: 3 clusters Score -13013.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13014.041016 Penalty: 503.178040
	Iteration 20F: 3 clusters Score -13014.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Entering Unmasked Estep 
Score: -2020262.625000 Penalty: 479.480133
	Iteration 0F: 2 clusters Score -2020263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1995056.000000 Penalty: 958.960266
	Iteration 0F: 3 clusters Score -1995056 nChanged 18173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2005537.750000 Penalty: 958.960266
	Iteration 1F: 3 clusters Score -2005538 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2006037.250000 Penalty: 958.960266
	Iteration 2Q: 3 clusters Score -2006037 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2006734.375000 Penalty: 958.960266
	Iteration 3Q: 3 clusters Score -2006734 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2007755.750000 Penalty: 958.960266
	Iteration 4F: 3 clusters Score -2007756 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2009168.625000 Penalty: 958.960266
	Iteration 5F: 3 clusters Score -2009169 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2010973.375000 Penalty: 958.960266
	Iteration 6F: 3 clusters Score -2010973 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2012969.500000 Penalty: 958.960266
	Iteration 7F: 3 clusters Score -2012970 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2014405.750000 Penalty: 958.960266
	Iteration 8F: 3 clusters Score -2014406 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2015081.000000 Penalty: 958.960266
	Iteration 9Q: 3 clusters Score -2015081 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2015469.500000 Penalty: 958.960266
	Iteration 10Q: 3 clusters Score -2015470 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2015839.875000 Penalty: 958.960266
	Iteration 11Q: 3 clusters Score -2015840 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2016169.125000 Penalty: 958.960266
	Iteration 12Q: 3 clusters Score -2016169 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2016461.000000 Penalty: 958.960266
	Iteration 13Q: 3 clusters Score -2016461 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2016723.125000 Penalty: 958.960266
	Iteration 14Q: 3 clusters Score -2016723 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2016935.875000 Penalty: 958.960266
	Iteration 15Q: 3 clusters Score -2016936 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2017125.000000 Penalty: 958.960266
	Iteration 16Q: 3 clusters Score -2017125 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2017268.500000 Penalty: 958.960266
	Iteration 17Q: 3 clusters Score -2017268 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2017368.750000 Penalty: 958.960266
	Iteration 18Q: 3 clusters Score -2017369 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2017460.875000 Penalty: 958.960266
	Iteration 19Q: 3 clusters Score -2017461 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2017538.125000 Penalty: 958.960266
	Iteration 20F: 3 clusters Score -2017538 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2017584.875000 Penalty: 958.960266
	Iteration 21Q: 3 clusters Score -2017585 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2017628.750000 Penalty: 958.960266
	Iteration 22Q: 3 clusters Score -2017629 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -2017648.375000 Penalty: 958.960266
	Iteration 23Q: 3 clusters Score -2017648 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2017679.250000 Penalty: 958.960266
	Iteration 24Q: 3 clusters Score -2017679 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2017699.500000 Penalty: 958.960266
	Iteration 25Q: 3 clusters Score -2017700 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -2017714.875000 Penalty: 958.960266
	Iteration 26Q: 3 clusters Score -2017715 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2017735.750000 Penalty: 958.960266
	Iteration 27Q: 3 clusters Score -2017736 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2017743.125000 Penalty: 958.960266
	Iteration 28Q: 3 clusters Score -2017743 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2017743.875000 Penalty: 958.960266
	Iteration 29Q: 3 clusters Score -2017744 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2017751.875000 Penalty: 958.960266
	Iteration 30Q: 3 clusters Score -2017752 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2017756.375000 Penalty: 958.960266
	Iteration 31Q: 3 clusters Score -2017756 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2017751.875000 Penalty: 958.960266
	Iteration 32Q: 3 clusters Score -2017752 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2017749.875000 Penalty: 958.960266
	Iteration 33Q: 3 clusters Score -2017750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2017749.875000 Penalty: 958.960266
	Iteration 34Q: 3 clusters Score -2017750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2017752.625000 Penalty: 958.960266
	Iteration 35Q: 3 clusters Score -2017753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -2017752.875000 Penalty: 958.960266
	Iteration 36Q: 3 clusters Score -2017753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2017755.875000 Penalty: 958.960266
	Iteration 37Q: 3 clusters Score -2017756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2017757.500000 Penalty: 958.960266
	Iteration 38Q: 3 clusters Score -2017758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -2017762.375000 Penalty: 958.960266
	Iteration 39Q: 3 clusters Score -2017762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -2017761.625000 Penalty: 958.960266
	Iteration 40F: 3 clusters Score -2017762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2017767.375000 Penalty: 958.960266
	Iteration 41Q: 3 clusters Score -2017767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -2017769.125000 Penalty: 958.960266
	Iteration 42Q: 3 clusters Score -2017769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2017771.750000 Penalty: 958.960266
	Iteration 43Q: 3 clusters Score -2017772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -2017767.875000 Penalty: 958.960266
	Iteration 44Q: 3 clusters Score -2017768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2017773.000000 Penalty: 958.960266
	Iteration 45Q: 3 clusters Score -2017773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2017781.500000 Penalty: 958.960266
	Iteration 46Q: 3 clusters Score -2017782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -2017779.500000 Penalty: 958.960266
	Iteration 47Q: 3 clusters Score -2017780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2017781.500000 Penalty: 958.960266
	Iteration 48Q: 3 clusters Score -2017782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2017783.875000 Penalty: 958.960266
	Iteration 49Q: 3 clusters Score -2017784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2017788.000000 Penalty: 958.960266
	Iteration 50Q: 3 clusters Score -2017788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -2017787.625000 Penalty: 958.960266
	Iteration 51Q: 3 clusters Score -2017788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2017784.625000 Penalty: 958.960266
	Iteration 52Q: 3 clusters Score -2017785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -2017787.625000 Penalty: 958.960266
	Iteration 53Q: 3 clusters Score -2017788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2017788.750000 Penalty: 958.960266
	Iteration 54Q: 3 clusters Score -2017789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -2017792.125000 Penalty: 958.960266
	Iteration 55Q: 3 clusters Score -2017792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2017792.750000 Penalty: 958.960266
	Iteration 56Q: 3 clusters Score -2017793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2017790.125000 Penalty: 958.960266
	Iteration 57Q: 3 clusters Score -2017790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2017789.625000 Penalty: 958.960266
	Iteration 58Q: 3 clusters Score -2017790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -2017790.750000 Penalty: 958.960266
	Iteration 59Q: 3 clusters Score -2017791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2017791.125000 Penalty: 958.960266
	Iteration 60F: 3 clusters Score -2017791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -2017792.125000 Penalty: 958.960266
	Iteration 61Q: 3 clusters Score -2017792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2017795.250000 Penalty: 958.960266
	Iteration 62Q: 3 clusters Score -2017795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2017795.375000 Penalty: 958.960266
	Iteration 63Q: 3 clusters Score -2017795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -2017796.875000 Penalty: 958.960266
	Iteration 64Q: 3 clusters Score -2017797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -2017796.250000 Penalty: 958.960266
	Iteration 65Q: 3 clusters Score -2017796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2017796.625000 Penalty: 958.960266
	Iteration 66Q: 3 clusters Score -2017797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -2017796.250000 Penalty: 958.960266
	Iteration 67Q: 3 clusters Score -2017796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2017796.000000 Penalty: 958.960266
	Iteration 68Q: 3 clusters Score -2017796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2017795.000000 Penalty: 958.960266
	Iteration 69Q: 3 clusters Score -2017795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2017793.750000 Penalty: 958.960266
	Iteration 70Q: 3 clusters Score -2017794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -2017798.125000 Penalty: 958.960266
	Iteration 71Q: 3 clusters Score -2017798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2017796.750000 Penalty: 958.960266
	Iteration 72Q: 3 clusters Score -2017797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2017794.500000 Penalty: 958.960266
	Iteration 73Q: 3 clusters Score -2017794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2017795.625000 Penalty: 958.960266
	Iteration 74Q: 3 clusters Score -2017796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -2017793.625000 Penalty: 958.960266
	Iteration 75Q: 3 clusters Score -2017794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -2017793.750000 Penalty: 958.960266
	Iteration 76Q: 3 clusters Score -2017794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2017797.750000 Penalty: 958.960266
	Iteration 77Q: 3 clusters Score -2017798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2017795.625000 Penalty: 958.960266
	Iteration 78Q: 3 clusters Score -2017796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -2017793.375000 Penalty: 958.960266
	Iteration 79Q: 3 clusters Score -2017793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2017791.875000 Penalty: 958.960266
	Iteration 80F: 3 clusters Score -2017792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -2017794.125000 Penalty: 958.960266
	Iteration 81Q: 3 clusters Score -2017794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -2017795.125000 Penalty: 958.960266
	Iteration 82Q: 3 clusters Score -2017795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2017795.250000 Penalty: 958.960266
	Iteration 83Q: 3 clusters Score -2017795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2017794.875000 Penalty: 958.960266
	Iteration 84Q: 3 clusters Score -2017795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -2017790.875000 Penalty: 958.960266
	Iteration 85Q: 3 clusters Score -2017791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2017792.875000 Penalty: 958.960266
	Iteration 86Q: 3 clusters Score -2017793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2017790.750000 Penalty: 958.960266
	Iteration 87Q: 3 clusters Score -2017791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2017791.375000 Penalty: 958.960266
	Iteration 88Q: 3 clusters Score -2017791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2017793.125000 Penalty: 958.960266
	Iteration 89Q: 3 clusters Score -2017793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -2017794.375000 Penalty: 958.960266
	Iteration 90Q: 3 clusters Score -2017794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2017792.750000 Penalty: 958.960266
	Iteration 91Q: 3 clusters Score -2017793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -2017793.125000 Penalty: 958.960266
	Iteration 92Q: 3 clusters Score -2017793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -2017794.875000 Penalty: 958.960266
	Iteration 93Q: 3 clusters Score -2017795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2017793.625000 Penalty: 958.960266
	Iteration 94Q: 3 clusters Score -2017794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2017793.375000 Penalty: 958.960266
	Iteration 95Q: 3 clusters Score -2017793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -2017798.250000 Penalty: 958.960266
	Iteration 96Q: 3 clusters Score -2017798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2017799.250000 Penalty: 958.960266
	Iteration 97Q: 3 clusters Score -2017799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2017799.125000 Penalty: 958.960266
	Iteration 98Q: 3 clusters Score -2017799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -2017799.250000 Penalty: 958.960266
	Iteration 99Q: 3 clusters Score -2017799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2017800.125000 Penalty: 958.960266
	Iteration 100F: 3 clusters Score -2017800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -2017800.000000 Penalty: 958.960266
	Iteration 101Q: 3 clusters Score -2017800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -2017801.625000 Penalty: 958.960266
	Iteration 102Q: 3 clusters Score -2017802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2017798.125000 Penalty: 958.960266
	Iteration 103Q: 3 clusters Score -2017798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2017798.375000 Penalty: 958.960266
	Iteration 104Q: 3 clusters Score -2017798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2017798.375000 Penalty: 958.960266
	Iteration 105F: 3 clusters Score -2017798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -18181.486328 Penalty: 270.037689
	Iteration 0F: 2 clusters Score -18181.49 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 182 members 
Entering Unmasked Estep 
Score: -17785.888672 Penalty: 540.075378
	Iteration 0F: 3 clusters Score -17785.89 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18006.625000 Penalty: 540.075378
	Iteration 1F: 3 clusters Score -18006.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18130.830078 Penalty: 540.075378
	Iteration 2F: 3 clusters Score -18130.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18187.046875 Penalty: 540.075378
	Iteration 3Q: 3 clusters Score -18187.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18227.029297 Penalty: 540.075378
	Iteration 4Q: 3 clusters Score -18227.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18242.431641 Penalty: 540.075378
	Iteration 5Q: 3 clusters Score -18242.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18253.734375 Penalty: 540.075378
	Iteration 6Q: 3 clusters Score -18253.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18272.505859 Penalty: 540.075378
	Iteration 7Q: 3 clusters Score -18272.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18291.761719 Penalty: 540.075378
	Iteration 8Q: 3 clusters Score -18291.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18318.583984 Penalty: 540.075378
	Iteration 9Q: 3 clusters Score -18318.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18386.804688 Penalty: 540.075378
	Iteration 10Q: 3 clusters Score -18386.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18513.248047 Penalty: 540.075378
	Iteration 11Q: 3 clusters Score -18513.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18539.869141 Penalty: 540.075378
	Iteration 12Q: 3 clusters Score -18539.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18540.152344 Penalty: 540.075378
	Iteration 13Q: 3 clusters Score -18540.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18542.882812 Penalty: 540.075378
	Iteration 14Q: 3 clusters Score -18542.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18544.185547 Penalty: 540.075378
	Iteration 15Q: 3 clusters Score -18544.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18544.185547 Penalty: 540.075378
	Iteration 16F: 3 clusters Score -18544.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8382 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 162 members 
Entering Unmasked Estep 
Score: -10136173.000000 Penalty: 19898.361328
Splitting cluster 5 changes total score from -10136101.000000 to -10136173.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 6 (3167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Entering Unmasked Estep 
Score: -184894.484375 Penalty: 366.754578
	Iteration 0F: 2 clusters Score -184894.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -182713.593750 Penalty: 733.509155
	Iteration 0F: 3 clusters Score -182713.6 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -183484.140625 Penalty: 733.509155
	Iteration 1F: 3 clusters Score -183484.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -183653.296875 Penalty: 733.509155
	Iteration 2F: 3 clusters Score -183653.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -183844.906250 Penalty: 733.509155
	Iteration 3F: 3 clusters Score -183844.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -184036.281250 Penalty: 733.509155
	Iteration 4F: 3 clusters Score -184036.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -184191.921875 Penalty: 733.509155
	Iteration 5F: 3 clusters Score -184191.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -184311.421875 Penalty: 733.509155
	Iteration 6Q: 3 clusters Score -184311.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -184402.812500 Penalty: 733.509155
	Iteration 7Q: 3 clusters Score -184402.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -184478.937500 Penalty: 733.509155
	Iteration 8Q: 3 clusters Score -184478.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -184523.234375 Penalty: 733.509155
	Iteration 9Q: 3 clusters Score -184523.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -184543.140625 Penalty: 733.509155
	Iteration 10Q: 3 clusters Score -184543.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -184555.156250 Penalty: 733.509155
	Iteration 11Q: 3 clusters Score -184555.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -184560.937500 Penalty: 733.509155
	Iteration 12Q: 3 clusters Score -184560.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -184563.406250 Penalty: 733.509155
	Iteration 13Q: 3 clusters Score -184563.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -184567.046875 Penalty: 733.509155
	Iteration 14Q: 3 clusters Score -184567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -184568.359375 Penalty: 733.509155
	Iteration 15Q: 3 clusters Score -184568.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -184569.750000 Penalty: 733.509155
	Iteration 16Q: 3 clusters Score -184569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -184570.515625 Penalty: 733.509155
	Iteration 17Q: 3 clusters Score -184570.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -184570.984375 Penalty: 733.509155
	Iteration 18Q: 3 clusters Score -184571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -184572.687500 Penalty: 733.509155
	Iteration 19Q: 3 clusters Score -184572.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -184574.109375 Penalty: 733.509155
	Iteration 20F: 3 clusters Score -184574.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -184574.203125 Penalty: 733.509155
	Iteration 21Q: 3 clusters Score -184574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -184574.203125 Penalty: 733.509155
	Iteration 22F: 3 clusters Score -184574.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Entering Unmasked Estep 
Score: -368589.500000 Penalty: 402.101288
	Iteration 0F: 2 clusters Score -368589.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -364078.468750 Penalty: 804.202576
	Iteration 0F: 3 clusters Score -364078.5 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -366252.937500 Penalty: 804.202576
	Iteration 1F: 3 clusters Score -366252.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -366767.031250 Penalty: 804.202576
	Iteration 2F: 3 clusters Score -366767 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -367232.625000 Penalty: 804.202576
	Iteration 3F: 3 clusters Score -367232.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -367525.500000 Penalty: 804.202576
	Iteration 4F: 3 clusters Score -367525.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -367717.750000 Penalty: 804.202576
	Iteration 5Q: 3 clusters Score -367717.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -367871.875000 Penalty: 804.202576
	Iteration 6Q: 3 clusters Score -367871.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -367977.281250 Penalty: 804.202576
	Iteration 7Q: 3 clusters Score -367977.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -368045.750000 Penalty: 804.202576
	Iteration 8Q: 3 clusters Score -368045.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -368096.156250 Penalty: 804.202576
	Iteration 9Q: 3 clusters Score -368096.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -368133.531250 Penalty: 804.202576
	Iteration 10Q: 3 clusters Score -368133.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -368167.312500 Penalty: 804.202576
	Iteration 11Q: 3 clusters Score -368167.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -368199.031250 Penalty: 804.202576
	Iteration 12Q: 3 clusters Score -368199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -368229.781250 Penalty: 804.202576
	Iteration 13Q: 3 clusters Score -368229.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -368249.531250 Penalty: 804.202576
	Iteration 14Q: 3 clusters Score -368249.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -368257.656250 Penalty: 804.202576
	Iteration 15Q: 3 clusters Score -368257.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -368265.187500 Penalty: 804.202576
	Iteration 16Q: 3 clusters Score -368265.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -368270.593750 Penalty: 804.202576
	Iteration 17Q: 3 clusters Score -368270.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -368274.250000 Penalty: 804.202576
	Iteration 18Q: 3 clusters Score -368274.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -368277.718750 Penalty: 804.202576
	Iteration 19Q: 3 clusters Score -368277.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -368281.718750 Penalty: 804.202576
	Iteration 20F: 3 clusters Score -368281.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -368284.531250 Penalty: 804.202576
	Iteration 21Q: 3 clusters Score -368284.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -368289.156250 Penalty: 804.202576
	Iteration 22Q: 3 clusters Score -368289.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -368293.812500 Penalty: 804.202576
	Iteration 23Q: 3 clusters Score -368293.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -368298.968750 Penalty: 804.202576
	Iteration 24Q: 3 clusters Score -368299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -368302.156250 Penalty: 804.202576
	Iteration 25Q: 3 clusters Score -368302.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -368303.437500 Penalty: 804.202576
	Iteration 26Q: 3 clusters Score -368303.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -368306.218750 Penalty: 804.202576
	Iteration 27Q: 3 clusters Score -368306.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -368310.093750 Penalty: 804.202576
	Iteration 28Q: 3 clusters Score -368310.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -368312.812500 Penalty: 804.202576
	Iteration 29Q: 3 clusters Score -368312.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -368314.375000 Penalty: 804.202576
	Iteration 30Q: 3 clusters Score -368314.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -368316.343750 Penalty: 804.202576
	Iteration 31Q: 3 clusters Score -368316.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -368318.000000 Penalty: 804.202576
	Iteration 32Q: 3 clusters Score -368318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -368320.812500 Penalty: 804.202576
	Iteration 33Q: 3 clusters Score -368320.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -368326.125000 Penalty: 804.202576
	Iteration 34Q: 3 clusters Score -368326.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -368328.843750 Penalty: 804.202576
	Iteration 35Q: 3 clusters Score -368328.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -368330.343750 Penalty: 804.202576
	Iteration 36Q: 3 clusters Score -368330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -368331.593750 Penalty: 804.202576
	Iteration 37Q: 3 clusters Score -368331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -368331.031250 Penalty: 804.202576
	Iteration 38Q: 3 clusters Score -368331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -368332.250000 Penalty: 804.202576
	Iteration 39Q: 3 clusters Score -368332.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -368333.218750 Penalty: 804.202576
	Iteration 40F: 3 clusters Score -368333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -368333.562500 Penalty: 804.202576
	Iteration 41Q: 3 clusters Score -368333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -368334.125000 Penalty: 804.202576
	Iteration 42Q: 3 clusters Score -368334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -368335.812500 Penalty: 804.202576
	Iteration 43Q: 3 clusters Score -368335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -368338.687500 Penalty: 804.202576
	Iteration 44Q: 3 clusters Score -368338.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -368342.156250 Penalty: 804.202576
	Iteration 45Q: 3 clusters Score -368342.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -368345.593750 Penalty: 804.202576
	Iteration 46Q: 3 clusters Score -368345.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -368348.250000 Penalty: 804.202576
	Iteration 47Q: 3 clusters Score -368348.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -368352.031250 Penalty: 804.202576
	Iteration 48Q: 3 clusters Score -368352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -368354.156250 Penalty: 804.202576
	Iteration 49Q: 3 clusters Score -368354.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -368355.968750 Penalty: 804.202576
	Iteration 50Q: 3 clusters Score -368356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -368359.312500 Penalty: 804.202576
	Iteration 51Q: 3 clusters Score -368359.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -368360.781250 Penalty: 804.202576
	Iteration 52Q: 3 clusters Score -368360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -368360.781250 Penalty: 804.202576
	Iteration 53Q: 3 clusters Score -368360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -368361.343750 Penalty: 804.202576
	Iteration 54Q: 3 clusters Score -368361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -368362.531250 Penalty: 804.202576
	Iteration 55Q: 3 clusters Score -368362.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -368363.437500 Penalty: 804.202576
	Iteration 56Q: 3 clusters Score -368363.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -368365.218750 Penalty: 804.202576
	Iteration 57Q: 3 clusters Score -368365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -368366.062500 Penalty: 804.202576
	Iteration 58Q: 3 clusters Score -368366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -368368.125000 Penalty: 804.202576
	Iteration 59Q: 3 clusters Score -368368.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -368369.375000 Penalty: 804.202576
	Iteration 60F: 3 clusters Score -368369.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -368369.812500 Penalty: 804.202576
	Iteration 61Q: 3 clusters Score -368369.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -368371.343750 Penalty: 804.202576
	Iteration 62Q: 3 clusters Score -368371.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -368373.375000 Penalty: 804.202576
	Iteration 63Q: 3 clusters Score -368373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -368375.375000 Penalty: 804.202576
	Iteration 64Q: 3 clusters Score -368375.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -368376.500000 Penalty: 804.202576
	Iteration 65Q: 3 clusters Score -368376.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -368376.718750 Penalty: 804.202576
	Iteration 66Q: 3 clusters Score -368376.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -368376.718750 Penalty: 804.202576
	Iteration 67F: 3 clusters Score -368376.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -73933.835938 Penalty: 330.449585
	Iteration 0F: 2 clusters Score -73933.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -72867.453125 Penalty: 660.899170
	Iteration 0F: 3 clusters Score -72867.45 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -73161.039062 Penalty: 660.899170
	Iteration 1F: 3 clusters Score -73161.04 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -73253.406250 Penalty: 660.899170
	Iteration 2F: 3 clusters Score -73253.41 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -73346.218750 Penalty: 660.899170
	Iteration 3F: 3 clusters Score -73346.22 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -73435.054688 Penalty: 660.899170
	Iteration 4F: 3 clusters Score -73435.05 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -73495.750000 Penalty: 660.899170
	Iteration 5F: 3 clusters Score -73495.75 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -73552.390625 Penalty: 660.899170
	Iteration 6Q: 3 clusters Score -73552.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -73590.062500 Penalty: 660.899170
	Iteration 7Q: 3 clusters Score -73590.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -73618.742188 Penalty: 660.899170
	Iteration 8Q: 3 clusters Score -73618.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -73651.023438 Penalty: 660.899170
	Iteration 9Q: 3 clusters Score -73651.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -73684.710938 Penalty: 660.899170
	Iteration 10Q: 3 clusters Score -73684.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -73699.281250 Penalty: 660.899170
	Iteration 11Q: 3 clusters Score -73699.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -73712.976562 Penalty: 660.899170
	Iteration 12Q: 3 clusters Score -73712.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -73722.148438 Penalty: 660.899170
	Iteration 13Q: 3 clusters Score -73722.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -73725.507812 Penalty: 660.899170
	Iteration 14Q: 3 clusters Score -73725.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -73727.937500 Penalty: 660.899170
	Iteration 15Q: 3 clusters Score -73727.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -73729.804688 Penalty: 660.899170
	Iteration 16Q: 3 clusters Score -73729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -73730.906250 Penalty: 660.899170
	Iteration 17Q: 3 clusters Score -73730.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -73731.656250 Penalty: 660.899170
	Iteration 18Q: 3 clusters Score -73731.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -73731.656250 Penalty: 660.899170
	Iteration 19F: 3 clusters Score -73731.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -18269.298828 Penalty: 287.348785
	Iteration 0F: 2 clusters Score -18269.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17797.294922 Penalty: 574.697571
	Iteration 0F: 3 clusters Score -17797.29 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -18047.167969 Penalty: 574.697571
	Iteration 1F: 3 clusters Score -18047.17 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18129.441406 Penalty: 574.697571
	Iteration 2F: 3 clusters Score -18129.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -18189.335938 Penalty: 574.697571
	Iteration 3F: 3 clusters Score -18189.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18221.755859 Penalty: 574.697571
	Iteration 4Q: 3 clusters Score -18221.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18231.242188 Penalty: 574.697571
	Iteration 5Q: 3 clusters Score -18231.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -18234.140625 Penalty: 574.697571
	Iteration 6Q: 3 clusters Score -18234.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18235.152344 Penalty: 574.697571
	Iteration 7Q: 3 clusters Score -18235.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -18235.750000 Penalty: 574.697571
	Iteration 8Q: 3 clusters Score -18235.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -18235.750000 Penalty: 574.697571
	Iteration 9F: 3 clusters Score -18235.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -16833.042969 Penalty: 260.274170
	Iteration 0F: 2 clusters Score -16833.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16484.636719 Penalty: 520.548340
	Iteration 0F: 3 clusters Score -16484.64 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16651.146484 Penalty: 520.548340
	Iteration 1F: 3 clusters Score -16651.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16742.527344 Penalty: 520.548340
	Iteration 2F: 3 clusters Score -16742.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16807.507812 Penalty: 520.548340
	Iteration 3F: 3 clusters Score -16807.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16853.001953 Penalty: 520.548340
	Iteration 4Q: 3 clusters Score -16853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16895.541016 Penalty: 520.548340
	Iteration 5Q: 3 clusters Score -16895.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16899.566406 Penalty: 520.548340
	Iteration 6Q: 3 clusters Score -16899.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16902.585938 Penalty: 520.548340
	Iteration 7Q: 3 clusters Score -16902.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16902.585938 Penalty: 520.548340
	Iteration 8F: 3 clusters Score -16902.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 183 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8382 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 122 members 
Entering Unmasked Estep 
Score: -10135952.000000 Penalty: 20451.093750
Splitting cluster 10 changes total score from -10136101.000000 to -10135952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -29694.023438 Penalty: 294.350891
	Iteration 0F: 2 clusters Score -29694.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -29116.136719 Penalty: 588.701782
	Iteration 0F: 3 clusters Score -29116.14 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29279.189453 Penalty: 588.701782
	Iteration 1F: 3 clusters Score -29279.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29318.191406 Penalty: 588.701782
	Iteration 2F: 3 clusters Score -29318.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29339.466797 Penalty: 588.701782
	Iteration 3F: 3 clusters Score -29339.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29349.853516 Penalty: 588.701782
	Iteration 4Q: 3 clusters Score -29349.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29355.296875 Penalty: 588.701782
	Iteration 5Q: 3 clusters Score -29355.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29359.968750 Penalty: 588.701782
	Iteration 6Q: 3 clusters Score -29359.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29365.669922 Penalty: 588.701782
	Iteration 7Q: 3 clusters Score -29365.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29370.892578 Penalty: 588.701782
	Iteration 8Q: 3 clusters Score -29370.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29374.609375 Penalty: 588.701782
	Iteration 9Q: 3 clusters Score -29374.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29376.255859 Penalty: 588.701782
	Iteration 10Q: 3 clusters Score -29376.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -29377.501953 Penalty: 588.701782
	Iteration 11Q: 3 clusters Score -29377.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29377.742188 Penalty: 588.701782
	Iteration 12Q: 3 clusters Score -29377.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29378.125000 Penalty: 588.701782
	Iteration 13Q: 3 clusters Score -29378.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -29378.226562 Penalty: 588.701782
	Iteration 14Q: 3 clusters Score -29378.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -29378.337891 Penalty: 588.701782
	Iteration 15Q: 3 clusters Score -29378.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -29378.337891 Penalty: 588.701782
	Iteration 16F: 3 clusters Score -29378.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -7993.232422 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -7993.232 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 110 members 
Entering Unmasked Estep 
Score: -7759.014648 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -7759.015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7872.516113 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -7872.516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7980.322266 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -7980.322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8137.837402 Penalty: 482.600739
	Iteration 3F: 3 clusters Score -8137.837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8196.838867 Penalty: 482.600739
	Iteration 4F: 3 clusters Score -8196.839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8256.935547 Penalty: 482.600739
	Iteration 5F: 3 clusters Score -8256.936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8304.334961 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -8304.335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8311.451172 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -8311.451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8311.451172 Penalty: 482.600739
	Iteration 8F: 3 clusters Score -8311.451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8382 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 97 members 
Entering Unmasked Estep 
Score: -10136177.000000 Penalty: 20451.093750
Splitting cluster 12 changes total score from -10136101.000000 to -10136177.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 13 (102289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102289 members 
Entering Unmasked Estep 
Score: -5887742.000000 Penalty: 524.867859
	Iteration 0F: 2 clusters Score -5887742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -5823472.500000 Penalty: 1049.735718
	Iteration 0F: 3 clusters Score -5823472 nChanged 50138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -5856574.000000 Penalty: 1049.735718
	Iteration 1F: 3 clusters Score -5856574 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -5859233.500000 Penalty: 1049.735718
	Iteration 2F: 3 clusters Score -5859234 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -5862398.000000 Penalty: 1049.735718
	Iteration 3F: 3 clusters Score -5862398 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 67524 members 
Entering Unmasked Estep 
Score: -5865718.000000 Penalty: 1049.735718
	Iteration 4F: 3 clusters Score -5865718 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -5869178.500000 Penalty: 1049.735718
	Iteration 5F: 3 clusters Score -5869178 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -5872506.000000 Penalty: 1049.735718
	Iteration 6F: 3 clusters Score -5872506 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -5875268.500000 Penalty: 1049.735718
	Iteration 7F: 3 clusters Score -5875268 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -5877968.500000 Penalty: 1049.735718
	Iteration 8Q: 3 clusters Score -5877968 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
Score: -5880647.500000 Penalty: 1049.735718
	Iteration 9Q: 3 clusters Score -5880648 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 94674 members 
Entering Unmasked Estep 
Score: -5882468.500000 Penalty: 1049.735718
	Iteration 10Q: 3 clusters Score -5882468 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 95976 members 
Entering Unmasked Estep 
Score: -5883543.500000 Penalty: 1049.735718
	Iteration 11Q: 3 clusters Score -5883544 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 96865 members 
Entering Unmasked Estep 
Score: -5884187.500000 Penalty: 1049.735718
	Iteration 12Q: 3 clusters Score -5884188 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -5884628.500000 Penalty: 1049.735718
	Iteration 13Q: 3 clusters Score -5884628 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 98156 members 
Entering Unmasked Estep 
Score: -5884997.500000 Penalty: 1049.735718
	Iteration 14Q: 3 clusters Score -5884998 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 98665 members 
Entering Unmasked Estep 
Score: -5885295.500000 Penalty: 1049.735718
	Iteration 15Q: 3 clusters Score -5885296 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 99090 members 
Entering Unmasked Estep 
Score: -5885562.000000 Penalty: 1049.735718
	Iteration 16Q: 3 clusters Score -5885562 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 99468 members 
Entering Unmasked Estep 
Score: -5885787.000000 Penalty: 1049.735718
	Iteration 17Q: 3 clusters Score -5885787 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 99802 members 
Entering Unmasked Estep 
Score: -5886028.500000 Penalty: 1049.735718
	Iteration 18Q: 3 clusters Score -5886028 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 100076 members 
Entering Unmasked Estep 
Score: -5886207.000000 Penalty: 1049.735718
	Iteration 19Q: 3 clusters Score -5886207 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 100311 members 
Entering Unmasked Estep 
Score: -5886369.500000 Penalty: 1049.735718
	Iteration 20F: 3 clusters Score -5886370 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -5886511.000000 Penalty: 1049.735718
	Iteration 21Q: 3 clusters Score -5886511 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 100690 members 
Entering Unmasked Estep 
Score: -5886610.000000 Penalty: 1049.735718
	Iteration 22Q: 3 clusters Score -5886610 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 100833 members 
Entering Unmasked Estep 
Score: -5886729.000000 Penalty: 1049.735718
	Iteration 23Q: 3 clusters Score -5886729 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 100957 members 
Entering Unmasked Estep 
Score: -5886794.000000 Penalty: 1049.735718
	Iteration 24Q: 3 clusters Score -5886794 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 101055 members 
Entering Unmasked Estep 
Score: -5886882.500000 Penalty: 1049.735718
	Iteration 25Q: 3 clusters Score -5886882 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 101143 members 
Entering Unmasked Estep 
Score: -5886952.000000 Penalty: 1049.735718
	Iteration 26Q: 3 clusters Score -5886952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 101222 members 
Entering Unmasked Estep 
Score: -5887001.500000 Penalty: 1049.735718
	Iteration 27Q: 3 clusters Score -5887002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 101277 members 
Entering Unmasked Estep 
Score: -5887058.500000 Penalty: 1049.735718
	Iteration 28Q: 3 clusters Score -5887058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 101326 members 
Entering Unmasked Estep 
Score: -5887078.000000 Penalty: 1049.735718
	Iteration 29Q: 3 clusters Score -5887078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 101373 members 
Entering Unmasked Estep 
Score: -5887103.500000 Penalty: 1049.735718
	Iteration 30Q: 3 clusters Score -5887104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 101406 members 
Entering Unmasked Estep 
Score: -5887125.000000 Penalty: 1049.735718
	Iteration 31Q: 3 clusters Score -5887125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 101439 members 
Entering Unmasked Estep 
Score: -5887138.000000 Penalty: 1049.735718
	Iteration 32Q: 3 clusters Score -5887138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 101473 members 
Entering Unmasked Estep 
Score: -5887144.000000 Penalty: 1049.735718
	Iteration 33Q: 3 clusters Score -5887144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 101508 members 
Entering Unmasked Estep 
Score: -5887165.500000 Penalty: 1049.735718
	Iteration 34Q: 3 clusters Score -5887166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 101539 members 
Entering Unmasked Estep 
Score: -5887199.500000 Penalty: 1049.735718
	Iteration 35Q: 3 clusters Score -5887200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -5887219.000000 Penalty: 1049.735718
	Iteration 36Q: 3 clusters Score -5887219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 101575 members 
Entering Unmasked Estep 
Score: -5887220.000000 Penalty: 1049.735718
	Iteration 37Q: 3 clusters Score -5887220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 101589 members 
Entering Unmasked Estep 
Score: -5887216.000000 Penalty: 1049.735718
	Iteration 38Q: 3 clusters Score -5887216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 101601 members 
Entering Unmasked Estep 
Score: -5887224.000000 Penalty: 1049.735718
	Iteration 39Q: 3 clusters Score -5887224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 101619 members 
Entering Unmasked Estep 
Score: -5887234.500000 Penalty: 1049.735718
	Iteration 40F: 3 clusters Score -5887234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 101636 members 
Entering Unmasked Estep 
Score: -5887245.000000 Penalty: 1049.735718
	Iteration 41Q: 3 clusters Score -5887245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -5887249.000000 Penalty: 1049.735718
	Iteration 42Q: 3 clusters Score -5887249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 101665 members 
Entering Unmasked Estep 
Score: -5887251.500000 Penalty: 1049.735718
	Iteration 43Q: 3 clusters Score -5887252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 101673 members 
Entering Unmasked Estep 
Score: -5887259.500000 Penalty: 1049.735718
	Iteration 44Q: 3 clusters Score -5887260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 101677 members 
Entering Unmasked Estep 
Score: -5887266.500000 Penalty: 1049.735718
	Iteration 45Q: 3 clusters Score -5887266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 101686 members 
Entering Unmasked Estep 
Score: -5887280.500000 Penalty: 1049.735718
	Iteration 46Q: 3 clusters Score -5887280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 101695 members 
Entering Unmasked Estep 
Score: -5887301.000000 Penalty: 1049.735718
	Iteration 47Q: 3 clusters Score -5887301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 101698 members 
Entering Unmasked Estep 
Score: -5887306.500000 Penalty: 1049.735718
	Iteration 48Q: 3 clusters Score -5887306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -5887305.500000 Penalty: 1049.735718
	Iteration 49Q: 3 clusters Score -5887306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -5887312.000000 Penalty: 1049.735718
	Iteration 50Q: 3 clusters Score -5887312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -5887311.000000 Penalty: 1049.735718
	Iteration 51Q: 3 clusters Score -5887311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 101707 members 
Entering Unmasked Estep 
Score: -5887309.500000 Penalty: 1049.735718
	Iteration 52Q: 3 clusters Score -5887310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -5887309.000000 Penalty: 1049.735718
	Iteration 53Q: 3 clusters Score -5887309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -5887309.000000 Penalty: 1049.735718
	Iteration 54F: 3 clusters Score -5887309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -11573.102539 Penalty: 255.397339
	Iteration 0F: 2 clusters Score -11573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11264.923828 Penalty: 510.794678
	Iteration 0F: 3 clusters Score -11264.92 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11367.207031 Penalty: 510.794678
	Iteration 1F: 3 clusters Score -11367.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11402.786133 Penalty: 510.794678
	Iteration 2F: 3 clusters Score -11402.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11422.898438 Penalty: 510.794678
	Iteration 3F: 3 clusters Score -11422.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11440.892578 Penalty: 510.794678
	Iteration 4F: 3 clusters Score -11440.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11464.947266 Penalty: 510.794678
	Iteration 5Q: 3 clusters Score -11464.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11489.262695 Penalty: 510.794678
	Iteration 6Q: 3 clusters Score -11489.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11538.923828 Penalty: 510.794678
	Iteration 7Q: 3 clusters Score -11538.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11604.743164 Penalty: 510.794678
	Iteration 8Q: 3 clusters Score -11604.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11635.159180 Penalty: 510.794678
	Iteration 9Q: 3 clusters Score -11635.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11642.089844 Penalty: 510.794678
	Iteration 10Q: 3 clusters Score -11642.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11644.746094 Penalty: 510.794678
	Iteration 11Q: 3 clusters Score -11644.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11647.998047 Penalty: 510.794678
	Iteration 12F: 3 clusters Score -11648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11650.881836 Penalty: 510.794678
	Iteration 13Q: 3 clusters Score -11650.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11650.881836 Penalty: 510.794678
	Iteration 14F: 3 clusters Score -11650.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 180 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8382 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 97 members 
Mstep: Class 38 contains 94 members 
Entering Unmasked Estep 
Score: -10135958.000000 Penalty: 21003.826172
Splitting cluster 14 changes total score from -10136101.000000 to -10135958.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -49534.515625 Penalty: 318.265686
	Iteration 0F: 2 clusters Score -49534.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -48706.261719 Penalty: 636.531372
	Iteration 0F: 3 clusters Score -48706.26 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -49232.324219 Penalty: 636.531372
	Iteration 1F: 3 clusters Score -49232.32 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -49400.738281 Penalty: 636.531372
	Iteration 2F: 3 clusters Score -49400.74 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -49477.750000 Penalty: 636.531372
	Iteration 3F: 3 clusters Score -49477.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -49507.488281 Penalty: 636.531372
	Iteration 4Q: 3 clusters Score -49507.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -49521.417969 Penalty: 636.531372
	Iteration 5Q: 3 clusters Score -49521.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -49531.390625 Penalty: 636.531372
	Iteration 6Q: 3 clusters Score -49531.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49535.421875 Penalty: 636.531372
	Iteration 7Q: 3 clusters Score -49535.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -49536.839844 Penalty: 636.531372
	Iteration 8Q: 3 clusters Score -49536.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49539.019531 Penalty: 636.531372
	Iteration 9Q: 3 clusters Score -49539.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49539.597656 Penalty: 636.531372
	Iteration 10Q: 3 clusters Score -49539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -49539.679688 Penalty: 636.531372
	Iteration 11Q: 3 clusters Score -49539.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -49539.679688 Penalty: 636.531372
	Iteration 12F: 3 clusters Score -49539.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8382 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 97 members 
Mstep: Class 38 contains 355 members 
Entering Unmasked Estep 
Score: -10135943.000000 Penalty: 21003.826172
Splitting cluster 15 changes total score from -10136101.000000 to -10135943.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -6779.949707 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -6779.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6496.659668 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -6496.66 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6594.538086 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -6594.538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6619.246582 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -6619.247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6619.938477 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -6619.938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6620.310059 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -6620.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6620.666016 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -6620.666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6620.666016 Penalty: 500.985168
	Iteration 6F: 3 clusters Score -6620.666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Entering Unmasked Estep 
Score: -466995.281250 Penalty: 409.285645
	Iteration 0F: 2 clusters Score -466995.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -461625.593750 Penalty: 818.571289
	Iteration 0F: 3 clusters Score -461625.6 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -463958.343750 Penalty: 818.571289
	Iteration 1F: 3 clusters Score -463958.3 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -464338.531250 Penalty: 818.571289
	Iteration 2F: 3 clusters Score -464338.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -464810.343750 Penalty: 818.571289
	Iteration 3F: 3 clusters Score -464810.3 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -465317.125000 Penalty: 818.571289
	Iteration 4F: 3 clusters Score -465317.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -465798.156250 Penalty: 818.571289
	Iteration 5F: 3 clusters Score -465798.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -466171.000000 Penalty: 818.571289
	Iteration 6Q: 3 clusters Score -466171 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -466423.906250 Penalty: 818.571289
	Iteration 7Q: 3 clusters Score -466423.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -466550.781250 Penalty: 818.571289
	Iteration 8Q: 3 clusters Score -466550.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -466604.218750 Penalty: 818.571289
	Iteration 9Q: 3 clusters Score -466604.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -466624.812500 Penalty: 818.571289
	Iteration 10Q: 3 clusters Score -466624.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -466634.281250 Penalty: 818.571289
	Iteration 11Q: 3 clusters Score -466634.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -466638.593750 Penalty: 818.571289
	Iteration 12Q: 3 clusters Score -466638.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -466638.593750 Penalty: 818.571289
	Iteration 13F: 3 clusters Score -466638.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -36670.160156 Penalty: 298.526917
	Iteration 0F: 2 clusters Score -36670.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36044.953125 Penalty: 597.053833
	Iteration 0F: 3 clusters Score -36044.95 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36311.574219 Penalty: 597.053833
	Iteration 1F: 3 clusters Score -36311.57 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36419.019531 Penalty: 597.053833
	Iteration 2F: 3 clusters Score -36419.02 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -36532.257812 Penalty: 597.053833
	Iteration 3F: 3 clusters Score -36532.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -36621.558594 Penalty: 597.053833
	Iteration 4F: 3 clusters Score -36621.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -36700.703125 Penalty: 597.053833
	Iteration 5F: 3 clusters Score -36700.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -36759.550781 Penalty: 597.053833
	Iteration 6F: 3 clusters Score -36759.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -36796.949219 Penalty: 597.053833
	Iteration 7Q: 3 clusters Score -36796.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -36841.566406 Penalty: 597.053833
	Iteration 8Q: 3 clusters Score -36841.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -36877.718750 Penalty: 597.053833
	Iteration 9Q: 3 clusters Score -36877.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -36899.546875 Penalty: 597.053833
	Iteration 10Q: 3 clusters Score -36899.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -36901.828125 Penalty: 597.053833
	Iteration 11Q: 3 clusters Score -36901.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -36901.828125 Penalty: 597.053833
	Iteration 12F: 3 clusters Score -36901.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8382 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 97 members 
Mstep: Class 38 contains 544 members 
Entering Unmasked Estep 
Score: -10136155.000000 Penalty: 21003.826172
Splitting cluster 18 changes total score from -10136101.000000 to -10136155.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 19 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -70882.593750 Penalty: 328.058624
	Iteration 0F: 2 clusters Score -70882.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -69848.156250 Penalty: 656.117249
	Iteration 0F: 3 clusters Score -69848.16 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -70275.750000 Penalty: 656.117249
	Iteration 1F: 3 clusters Score -70275.75 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -70417.523438 Penalty: 656.117249
	Iteration 2F: 3 clusters Score -70417.52 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -70496.640625 Penalty: 656.117249
	Iteration 3F: 3 clusters Score -70496.64 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -70533.023438 Penalty: 656.117249
	Iteration 4Q: 3 clusters Score -70533.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -70566.148438 Penalty: 656.117249
	Iteration 5Q: 3 clusters Score -70566.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -70593.046875 Penalty: 656.117249
	Iteration 6Q: 3 clusters Score -70593.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -70608.554688 Penalty: 656.117249
	Iteration 7Q: 3 clusters Score -70608.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -70616.484375 Penalty: 656.117249
	Iteration 8Q: 3 clusters Score -70616.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -70622.265625 Penalty: 656.117249
	Iteration 9Q: 3 clusters Score -70622.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -70627.710938 Penalty: 656.117249
	Iteration 10Q: 3 clusters Score -70627.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -70635.039062 Penalty: 656.117249
	Iteration 11Q: 3 clusters Score -70635.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -70648.054688 Penalty: 656.117249
	Iteration 12Q: 3 clusters Score -70648.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -70675.695312 Penalty: 656.117249
	Iteration 13Q: 3 clusters Score -70675.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -70694.929688 Penalty: 656.117249
	Iteration 14Q: 3 clusters Score -70694.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -70709.046875 Penalty: 656.117249
	Iteration 15Q: 3 clusters Score -70709.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -70716.195312 Penalty: 656.117249
	Iteration 16Q: 3 clusters Score -70716.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -70720.781250 Penalty: 656.117249
	Iteration 17Q: 3 clusters Score -70720.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -70729.367188 Penalty: 656.117249
	Iteration 18Q: 3 clusters Score -70729.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -70742.804688 Penalty: 656.117249
	Iteration 19Q: 3 clusters Score -70742.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -70758.500000 Penalty: 656.117249
	Iteration 20F: 3 clusters Score -70758.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -70785.390625 Penalty: 656.117249
	Iteration 21Q: 3 clusters Score -70785.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -70819.375000 Penalty: 656.117249
	Iteration 22Q: 3 clusters Score -70819.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -70852.945312 Penalty: 656.117249
	Iteration 23Q: 3 clusters Score -70852.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -70882.796875 Penalty: 656.117249
	Iteration 24Q: 3 clusters Score -70882.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -70914.382812 Penalty: 656.117249
	Iteration 25Q: 3 clusters Score -70914.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -70936.921875 Penalty: 656.117249
	Iteration 26Q: 3 clusters Score -70936.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -70945.078125 Penalty: 656.117249
	Iteration 27Q: 3 clusters Score -70945.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -70948.812500 Penalty: 656.117249
	Iteration 28Q: 3 clusters Score -70948.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -70952.859375 Penalty: 656.117249
	Iteration 29Q: 3 clusters Score -70952.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -70953.882812 Penalty: 656.117249
	Iteration 30Q: 3 clusters Score -70953.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -70954.351562 Penalty: 656.117249
	Iteration 31Q: 3 clusters Score -70954.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -70955.000000 Penalty: 656.117249
	Iteration 32Q: 3 clusters Score -70955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -70955.601562 Penalty: 656.117249
	Iteration 33Q: 3 clusters Score -70955.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -70955.601562 Penalty: 656.117249
	Iteration 34F: 3 clusters Score -70955.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 697 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8382 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 97 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 656 members 
Entering Unmasked Estep 
Score: -10135999.000000 Penalty: 21556.558594
Splitting cluster 19 changes total score from -10136101.000000 to -10135999.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -92580.750000 Penalty: 339.609131
	Iteration 0F: 2 clusters Score -92580.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -91341.453125 Penalty: 679.218262
	Iteration 0F: 3 clusters Score -91341.45 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -91979.054688 Penalty: 679.218262
	Iteration 1F: 3 clusters Score -91979.05 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -92132.929688 Penalty: 679.218262
	Iteration 2F: 3 clusters Score -92132.93 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -92198.429688 Penalty: 679.218262
	Iteration 3F: 3 clusters Score -92198.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -92224.906250 Penalty: 679.218262
	Iteration 4Q: 3 clusters Score -92224.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -92247.632812 Penalty: 679.218262
	Iteration 5Q: 3 clusters Score -92247.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -92275.429688 Penalty: 679.218262
	Iteration 6Q: 3 clusters Score -92275.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -92299.453125 Penalty: 679.218262
	Iteration 7Q: 3 clusters Score -92299.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -92333.695312 Penalty: 679.218262
	Iteration 8Q: 3 clusters Score -92333.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -92381.750000 Penalty: 679.218262
	Iteration 9Q: 3 clusters Score -92381.75 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -92429.070312 Penalty: 679.218262
	Iteration 10Q: 3 clusters Score -92429.07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -92460.585938 Penalty: 679.218262
	Iteration 11Q: 3 clusters Score -92460.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -92491.164062 Penalty: 679.218262
	Iteration 12Q: 3 clusters Score -92491.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -92512.937500 Penalty: 679.218262
	Iteration 13Q: 3 clusters Score -92512.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -92545.242188 Penalty: 679.218262
	Iteration 14Q: 3 clusters Score -92545.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -92574.156250 Penalty: 679.218262
	Iteration 15Q: 3 clusters Score -92574.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -92614.781250 Penalty: 679.218262
	Iteration 16Q: 3 clusters Score -92614.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -92645.710938 Penalty: 679.218262
	Iteration 17Q: 3 clusters Score -92645.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -92654.921875 Penalty: 679.218262
	Iteration 18Q: 3 clusters Score -92654.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -92657.898438 Penalty: 679.218262
	Iteration 19Q: 3 clusters Score -92657.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -92659.500000 Penalty: 679.218262
	Iteration 20F: 3 clusters Score -92659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -92660.835938 Penalty: 679.218262
	Iteration 21Q: 3 clusters Score -92660.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -92662.578125 Penalty: 679.218262
	Iteration 22Q: 3 clusters Score -92662.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -92664.179688 Penalty: 679.218262
	Iteration 23Q: 3 clusters Score -92664.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -92664.507812 Penalty: 679.218262
	Iteration 24Q: 3 clusters Score -92664.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -92664.429688 Penalty: 679.218262
	Iteration 25Q: 3 clusters Score -92664.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -92664.429688 Penalty: 679.218262
	Iteration 26F: 3 clusters Score -92664.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8382 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 97 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 895 members 
Entering Unmasked Estep 
Score: -10136048.000000 Penalty: 21556.558594
Splitting cluster 20 changes total score from -10136101.000000 to -10136048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -68631.578125 Penalty: 327.754944
	Iteration 0F: 2 clusters Score -68631.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -67602.453125 Penalty: 655.509888
	Iteration 0F: 3 clusters Score -67602.45 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -67905.921875 Penalty: 655.509888
	Iteration 1F: 3 clusters Score -67905.92 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -67955.484375 Penalty: 655.509888
	Iteration 2F: 3 clusters Score -67955.48 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -68009.265625 Penalty: 655.509888
	Iteration 3F: 3 clusters Score -68009.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68060.921875 Penalty: 655.509888
	Iteration 4F: 3 clusters Score -68060.92 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68099.195312 Penalty: 655.509888
	Iteration 5Q: 3 clusters Score -68099.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68130.289062 Penalty: 655.509888
	Iteration 6Q: 3 clusters Score -68130.29 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68156.445312 Penalty: 655.509888
	Iteration 7Q: 3 clusters Score -68156.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68186.398438 Penalty: 655.509888
	Iteration 8Q: 3 clusters Score -68186.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -68224.453125 Penalty: 655.509888
	Iteration 9Q: 3 clusters Score -68224.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -68243.851562 Penalty: 655.509888
	Iteration 10Q: 3 clusters Score -68243.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -68263.398438 Penalty: 655.509888
	Iteration 11Q: 3 clusters Score -68263.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -68275.117188 Penalty: 655.509888
	Iteration 12Q: 3 clusters Score -68275.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -68283.429688 Penalty: 655.509888
	Iteration 13Q: 3 clusters Score -68283.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -68289.421875 Penalty: 655.509888
	Iteration 14Q: 3 clusters Score -68289.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -68294.531250 Penalty: 655.509888
	Iteration 15Q: 3 clusters Score -68294.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -68296.828125 Penalty: 655.509888
	Iteration 16Q: 3 clusters Score -68296.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -68301.664062 Penalty: 655.509888
	Iteration 17Q: 3 clusters Score -68301.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -68311.054688 Penalty: 655.509888
	Iteration 18Q: 3 clusters Score -68311.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -68315.328125 Penalty: 655.509888
	Iteration 19Q: 3 clusters Score -68315.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -68320.531250 Penalty: 655.509888
	Iteration 20F: 3 clusters Score -68320.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -68326.695312 Penalty: 655.509888
	Iteration 21Q: 3 clusters Score -68326.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -68330.835938 Penalty: 655.509888
	Iteration 22Q: 3 clusters Score -68330.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -68333.382812 Penalty: 655.509888
	Iteration 23Q: 3 clusters Score -68333.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -68335.242188 Penalty: 655.509888
	Iteration 24Q: 3 clusters Score -68335.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -68339.000000 Penalty: 655.509888
	Iteration 25Q: 3 clusters Score -68339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -68340.156250 Penalty: 655.509888
	Iteration 26Q: 3 clusters Score -68340.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -68343.375000 Penalty: 655.509888
	Iteration 27Q: 3 clusters Score -68343.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -68347.281250 Penalty: 655.509888
	Iteration 28Q: 3 clusters Score -68347.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -68347.609375 Penalty: 655.509888
	Iteration 29Q: 3 clusters Score -68347.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -68348.242188 Penalty: 655.509888
	Iteration 30Q: 3 clusters Score -68348.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -68348.421875 Penalty: 655.509888
	Iteration 31Q: 3 clusters Score -68348.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -68349.156250 Penalty: 655.509888
	Iteration 32Q: 3 clusters Score -68349.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -68353.726562 Penalty: 655.509888
	Iteration 33Q: 3 clusters Score -68353.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -68357.468750 Penalty: 655.509888
	Iteration 34Q: 3 clusters Score -68357.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -68358.515625 Penalty: 655.509888
	Iteration 35Q: 3 clusters Score -68358.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -68361.218750 Penalty: 655.509888
	Iteration 36Q: 3 clusters Score -68361.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -68361.671875 Penalty: 655.509888
	Iteration 37Q: 3 clusters Score -68361.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -68363.007812 Penalty: 655.509888
	Iteration 38Q: 3 clusters Score -68363.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -68365.218750 Penalty: 655.509888
	Iteration 39Q: 3 clusters Score -68365.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -68365.218750 Penalty: 655.509888
	Iteration 40F: 3 clusters Score -68365.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -25173.974609 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -25173.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24704.427734 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -24704.43 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24843.398438 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -24843.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24904.902344 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -24904.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24957.099609 Penalty: 557.743591
	Iteration 3F: 3 clusters Score -24957.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24987.261719 Penalty: 557.743591
	Iteration 4F: 3 clusters Score -24987.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25004.078125 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -25004.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25030.583984 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -25030.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25055.962891 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -25055.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25074.158203 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -25074.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25082.138672 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -25082.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25086.093750 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -25086.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25089.296875 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -25089.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25092.947266 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -25092.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25093.658203 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -25093.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25093.658203 Penalty: 557.743591
	Iteration 14F: 3 clusters Score -25093.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -7483.604004 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -7483.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7152.998535 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -7152.999 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7220.432617 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -7220.433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7249.369141 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -7249.369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7264.597656 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -7264.598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7282.025879 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -7282.026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7295.530273 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -7295.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7298.461426 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -7298.461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7299.836914 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -7299.837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7300.722168 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -7300.722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7303.461914 Penalty: 504.965912
	Iteration 9Q: 3 clusters Score -7303.462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7303.461914 Penalty: 504.965912
	Iteration 10F: 3 clusters Score -7303.462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -10104.553711 Penalty: 242.196960
	Iteration 0F: 2 clusters Score -10104.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9852.342773 Penalty: 484.393921
	Iteration 0F: 3 clusters Score -9852.343 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9920.860352 Penalty: 484.393921
	Iteration 1F: 3 clusters Score -9920.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9950.636719 Penalty: 484.393921
	Iteration 2F: 3 clusters Score -9950.637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9968.052734 Penalty: 484.393921
	Iteration 3Q: 3 clusters Score -9968.053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9978.478516 Penalty: 484.393921
	Iteration 4Q: 3 clusters Score -9978.479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9979.909180 Penalty: 484.393921
	Iteration 5Q: 3 clusters Score -9979.909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9980.474609 Penalty: 484.393921
	Iteration 6Q: 3 clusters Score -9980.475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9980.474609 Penalty: 484.393921
	Iteration 7F: 3 clusters Score -9980.475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -9377.939453 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -9377.939 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 104 members 
Entering Unmasked Estep 
Score: -9085.983398 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -9085.983 nChanged 62
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: -9152.308594 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -9152.309 nChanged 16
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: -9179.162109 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -9179.162 nChanged 12
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: -9203.918945 Penalty: 483.052338
	Iteration 3F: 3 clusters Score -9203.919 nChanged 8
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: -9223.755859 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -9223.756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9234.423828 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -9234.424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9239.784180 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -9239.784 nChanged 3
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: -9244.436523 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -9244.437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9249.929688 Penalty: 483.052338
	Iteration 8Q: 3 clusters Score -9249.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9249.929688 Penalty: 483.052338
	Iteration 9F: 3 clusters Score -9249.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -4213.156250 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -4213.156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -3936.968262 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -3936.968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4031.364502 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -4031.365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4058.578125 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -4058.578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4066.799805 Penalty: 490.405548
	Iteration 3Q: 3 clusters Score -4066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4070.050049 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -4070.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4075.614990 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -4075.615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4078.135254 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -4078.135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4078.779541 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -4078.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4078.779541 Penalty: 490.405548
	Iteration 8F: 3 clusters Score -4078.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Entering Unmasked Estep 
Score: -166706.359375 Penalty: 363.308533
	Iteration 0F: 2 clusters Score -166706.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -164654.234375 Penalty: 726.617065
	Iteration 0F: 3 clusters Score -164654.2 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -165612.281250 Penalty: 726.617065
	Iteration 1F: 3 clusters Score -165612.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -165858.156250 Penalty: 726.617065
	Iteration 2F: 3 clusters Score -165858.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -166052.531250 Penalty: 726.617065
	Iteration 3F: 3 clusters Score -166052.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -166182.640625 Penalty: 726.617065
	Iteration 4F: 3 clusters Score -166182.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -166285.734375 Penalty: 726.617065
	Iteration 5Q: 3 clusters Score -166285.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -166393.968750 Penalty: 726.617065
	Iteration 6Q: 3 clusters Score -166394 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -166505.750000 Penalty: 726.617065
	Iteration 7Q: 3 clusters Score -166505.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -166577.609375 Penalty: 726.617065
	Iteration 8Q: 3 clusters Score -166577.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -166618.796875 Penalty: 726.617065
	Iteration 9Q: 3 clusters Score -166618.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -166653.031250 Penalty: 726.617065
	Iteration 10Q: 3 clusters Score -166653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -166680.500000 Penalty: 726.617065
	Iteration 11Q: 3 clusters Score -166680.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -166696.906250 Penalty: 726.617065
	Iteration 12Q: 3 clusters Score -166696.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -166708.718750 Penalty: 726.617065
	Iteration 13Q: 3 clusters Score -166708.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -166713.328125 Penalty: 726.617065
	Iteration 14Q: 3 clusters Score -166713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -166715.500000 Penalty: 726.617065
	Iteration 15Q: 3 clusters Score -166715.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -166716.171875 Penalty: 726.617065
	Iteration 16Q: 3 clusters Score -166716.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -166716.171875 Penalty: 726.617065
	Iteration 17F: 3 clusters Score -166716.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8382 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 97 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 2138 members 
Entering Unmasked Estep 
Score: -10135969.000000 Penalty: 21556.558594
Splitting cluster 27 changes total score from -10136101.000000 to -10135969.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -46247.757812 Penalty: 306.908264
	Iteration 0F: 2 clusters Score -46247.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -45539.222656 Penalty: 613.816528
	Iteration 0F: 3 clusters Score -45539.22 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -45926.882812 Penalty: 613.816528
	Iteration 1F: 3 clusters Score -45926.88 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46072.371094 Penalty: 613.816528
	Iteration 2F: 3 clusters Score -46072.37 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46152.859375 Penalty: 613.816528
	Iteration 3F: 3 clusters Score -46152.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46195.972656 Penalty: 613.816528
	Iteration 4Q: 3 clusters Score -46195.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46240.265625 Penalty: 613.816528
	Iteration 5Q: 3 clusters Score -46240.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46284.027344 Penalty: 613.816528
	Iteration 6Q: 3 clusters Score -46284.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46290.011719 Penalty: 613.816528
	Iteration 7Q: 3 clusters Score -46290.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46293.054688 Penalty: 613.816528
	Iteration 8Q: 3 clusters Score -46293.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46293.839844 Penalty: 613.816528
	Iteration 9Q: 3 clusters Score -46293.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46294.414062 Penalty: 613.816528
	Iteration 10Q: 3 clusters Score -46294.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46294.714844 Penalty: 613.816528
	Iteration 11Q: 3 clusters Score -46294.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46294.714844 Penalty: 613.816528
	Iteration 12F: 3 clusters Score -46294.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 595 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8382 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 97 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 255 members 
Entering Unmasked Estep 
Score: -10135968.000000 Penalty: 21556.558594
Splitting cluster 28 changes total score from -10136101.000000 to -10135968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -11489.105469 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -11489.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11208.636719 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -11208.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11370.387695 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -11370.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11395.639648 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -11395.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11423.419922 Penalty: 495.653107
	Iteration 3F: 3 clusters Score -11423.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11460.782227 Penalty: 495.653107
	Iteration 4F: 3 clusters Score -11460.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11470.079102 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -11470.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11475.519531 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -11475.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11476.970703 Penalty: 495.653107
	Iteration 7Q: 3 clusters Score -11476.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11476.970703 Penalty: 495.653107
	Iteration 8F: 3 clusters Score -11476.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -18135.199219 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -18135.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17757.160156 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -17757.16 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17937.599609 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -17937.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17987.449219 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -17987.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18035.931641 Penalty: 536.390686
	Iteration 3F: 3 clusters Score -18035.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18093.750000 Penalty: 536.390686
	Iteration 4F: 3 clusters Score -18093.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18122.281250 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -18122.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18137.890625 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -18137.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18146.691406 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -18146.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18159.880859 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -18159.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18163.761719 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -18163.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18163.761719 Penalty: 536.390686
	Iteration 10F: 3 clusters Score -18163.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 141 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 8382 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 97 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 222 members 
Entering Unmasked Estep 
Score: -10135903.000000 Penalty: 21556.558594
Splitting cluster 30 changes total score from -10136101.000000 to -10135903.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -139971.265625 Penalty: 359.512665
	Iteration 0F: 2 clusters Score -139971.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -138078.265625 Penalty: 719.025330
	Iteration 0F: 3 clusters Score -138078.3 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -138804.546875 Penalty: 719.025330
	Iteration 1F: 3 clusters Score -138804.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -139032.421875 Penalty: 719.025330
	Iteration 2F: 3 clusters Score -139032.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -139326.453125 Penalty: 719.025330
	Iteration 3F: 3 clusters Score -139326.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -139644.109375 Penalty: 719.025330
	Iteration 4F: 3 clusters Score -139644.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -139901.484375 Penalty: 719.025330
	Iteration 5F: 3 clusters Score -139901.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -140103.734375 Penalty: 719.025330
	Iteration 6F: 3 clusters Score -140103.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -140259.281250 Penalty: 719.025330
	Iteration 7Q: 3 clusters Score -140259.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -140339.796875 Penalty: 719.025330
	Iteration 8Q: 3 clusters Score -140339.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -140369.468750 Penalty: 719.025330
	Iteration 9Q: 3 clusters Score -140369.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -140388.109375 Penalty: 719.025330
	Iteration 10Q: 3 clusters Score -140388.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -140402.109375 Penalty: 719.025330
	Iteration 11Q: 3 clusters Score -140402.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -140408.421875 Penalty: 719.025330
	Iteration 12Q: 3 clusters Score -140408.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -140413.234375 Penalty: 719.025330
	Iteration 13Q: 3 clusters Score -140413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -140416.953125 Penalty: 719.025330
	Iteration 14Q: 3 clusters Score -140417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -140419.296875 Penalty: 719.025330
	Iteration 15Q: 3 clusters Score -140419.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -140420.906250 Penalty: 719.025330
	Iteration 16Q: 3 clusters Score -140420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -140421.093750 Penalty: 719.025330
	Iteration 17Q: 3 clusters Score -140421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -140421.375000 Penalty: 719.025330
	Iteration 18Q: 3 clusters Score -140421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -140421.375000 Penalty: 719.025330
	Iteration 19F: 3 clusters Score -140421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 1057 members 
Mstep: Class 32 contains 8382 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 97 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 1644 members 
Entering Unmasked Estep 
Score: -10136428.000000 Penalty: 21556.558594
Splitting cluster 31 changes total score from -10136101.000000 to -10136428.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 32 (8382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Entering Unmasked Estep 
Score: -429481.406250 Penalty: 411.039825
	Iteration 0F: 2 clusters Score -429481.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -423886.750000 Penalty: 822.079651
	Iteration 0F: 3 clusters Score -423886.8 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -426666.031250 Penalty: 822.079651
	Iteration 1F: 3 clusters Score -426666 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -427488.656250 Penalty: 822.079651
	Iteration 2F: 3 clusters Score -427488.7 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -428211.343750 Penalty: 822.079651
	Iteration 3F: 3 clusters Score -428211.3 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -428625.468750 Penalty: 822.079651
	Iteration 4F: 3 clusters Score -428625.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -428832.218750 Penalty: 822.079651
	Iteration 5Q: 3 clusters Score -428832.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -428957.812500 Penalty: 822.079651
	Iteration 6Q: 3 clusters Score -428957.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -429047.281250 Penalty: 822.079651
	Iteration 7Q: 3 clusters Score -429047.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -429124.687500 Penalty: 822.079651
	Iteration 8Q: 3 clusters Score -429124.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -429190.968750 Penalty: 822.079651
	Iteration 9Q: 3 clusters Score -429191 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -429256.781250 Penalty: 822.079651
	Iteration 10Q: 3 clusters Score -429256.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -429322.218750 Penalty: 822.079651
	Iteration 11Q: 3 clusters Score -429322.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -429377.562500 Penalty: 822.079651
	Iteration 12Q: 3 clusters Score -429377.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -429421.625000 Penalty: 822.079651
	Iteration 13Q: 3 clusters Score -429421.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -429469.000000 Penalty: 822.079651
	Iteration 14Q: 3 clusters Score -429469 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -429511.906250 Penalty: 822.079651
	Iteration 15Q: 3 clusters Score -429511.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -429547.718750 Penalty: 822.079651
	Iteration 16Q: 3 clusters Score -429547.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -429576.625000 Penalty: 822.079651
	Iteration 17Q: 3 clusters Score -429576.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -429602.375000 Penalty: 822.079651
	Iteration 18Q: 3 clusters Score -429602.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -429624.375000 Penalty: 822.079651
	Iteration 19Q: 3 clusters Score -429624.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -429643.906250 Penalty: 822.079651
	Iteration 20F: 3 clusters Score -429643.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -429666.656250 Penalty: 822.079651
	Iteration 21Q: 3 clusters Score -429666.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -429694.500000 Penalty: 822.079651
	Iteration 22Q: 3 clusters Score -429694.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -429746.031250 Penalty: 822.079651
	Iteration 23Q: 3 clusters Score -429746 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -429797.187500 Penalty: 822.079651
	Iteration 24Q: 3 clusters Score -429797.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -429830.312500 Penalty: 822.079651
	Iteration 25Q: 3 clusters Score -429830.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -429849.562500 Penalty: 822.079651
	Iteration 26Q: 3 clusters Score -429849.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -429859.593750 Penalty: 822.079651
	Iteration 27Q: 3 clusters Score -429859.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -429865.718750 Penalty: 822.079651
	Iteration 28Q: 3 clusters Score -429865.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -429873.031250 Penalty: 822.079651
	Iteration 29Q: 3 clusters Score -429873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -429874.750000 Penalty: 822.079651
	Iteration 30Q: 3 clusters Score -429874.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -429881.031250 Penalty: 822.079651
	Iteration 31Q: 3 clusters Score -429881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -429884.031250 Penalty: 822.079651
	Iteration 32Q: 3 clusters Score -429884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -429886.531250 Penalty: 822.079651
	Iteration 33Q: 3 clusters Score -429886.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -429889.125000 Penalty: 822.079651
	Iteration 34Q: 3 clusters Score -429889.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -429891.093750 Penalty: 822.079651
	Iteration 35Q: 3 clusters Score -429891.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -429896.500000 Penalty: 822.079651
	Iteration 36Q: 3 clusters Score -429896.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -429901.750000 Penalty: 822.079651
	Iteration 37Q: 3 clusters Score -429901.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -429904.750000 Penalty: 822.079651
	Iteration 38Q: 3 clusters Score -429904.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -429907.656250 Penalty: 822.079651
	Iteration 39Q: 3 clusters Score -429907.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -429911.093750 Penalty: 822.079651
	Iteration 40F: 3 clusters Score -429911.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -429915.750000 Penalty: 822.079651
	Iteration 41Q: 3 clusters Score -429915.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -429921.843750 Penalty: 822.079651
	Iteration 42Q: 3 clusters Score -429921.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -429932.218750 Penalty: 822.079651
	Iteration 43Q: 3 clusters Score -429932.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -429945.750000 Penalty: 822.079651
	Iteration 44Q: 3 clusters Score -429945.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -429972.281250 Penalty: 822.079651
	Iteration 45Q: 3 clusters Score -429972.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -430035.125000 Penalty: 822.079651
	Iteration 46Q: 3 clusters Score -430035.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -430097.750000 Penalty: 822.079651
	Iteration 47Q: 3 clusters Score -430097.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -430126.718750 Penalty: 822.079651
	Iteration 48Q: 3 clusters Score -430126.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -430141.250000 Penalty: 822.079651
	Iteration 49Q: 3 clusters Score -430141.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -430153.468750 Penalty: 822.079651
	Iteration 50Q: 3 clusters Score -430153.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -430161.187500 Penalty: 822.079651
	Iteration 51Q: 3 clusters Score -430161.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -430162.125000 Penalty: 822.079651
	Iteration 52Q: 3 clusters Score -430162.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -430163.500000 Penalty: 822.079651
	Iteration 53Q: 3 clusters Score -430163.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -430165.437500 Penalty: 822.079651
	Iteration 54Q: 3 clusters Score -430165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -430165.937500 Penalty: 822.079651
	Iteration 55Q: 3 clusters Score -430165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -430165.187500 Penalty: 822.079651
	Iteration 56Q: 3 clusters Score -430165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -430165.937500 Penalty: 822.079651
	Iteration 57Q: 3 clusters Score -430165.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -430164.375000 Penalty: 822.079651
	Iteration 58Q: 3 clusters Score -430164.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -430167.468750 Penalty: 822.079651
	Iteration 59Q: 3 clusters Score -430167.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -430167.906250 Penalty: 822.079651
	Iteration 60F: 3 clusters Score -430167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -430168.750000 Penalty: 822.079651
	Iteration 61Q: 3 clusters Score -430168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -430167.250000 Penalty: 822.079651
	Iteration 62Q: 3 clusters Score -430167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -430167.343750 Penalty: 822.079651
	Iteration 63Q: 3 clusters Score -430167.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -430167.343750 Penalty: 822.079651
	Iteration 64F: 3 clusters Score -430167.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 1057 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 268 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 97 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 1644 members 
Mstep: Class 40 contains 7421 members 
Entering Unmasked Estep 
Score: -10136946.000000 Penalty: 22109.291016
Splitting cluster 32 changes total score from -10136101.000000 to -10136946.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 33 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -13451.280273 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -13451.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13154.844727 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -13154.84 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13325.180664 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -13325.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13400.472656 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -13400.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13438.218750 Penalty: 508.779846
	Iteration 3F: 3 clusters Score -13438.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13473.691406 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -13473.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13481.200195 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -13481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13483.856445 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -13483.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13483.856445 Penalty: 508.779846
	Iteration 7F: 3 clusters Score -13483.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 1057 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 164 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 97 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 1644 members 
Mstep: Class 40 contains 7421 members 
Mstep: Class 41 contains 104 members 
Entering Unmasked Estep 
Score: -10136669.000000 Penalty: 22662.021484
Splitting cluster 33 changes total score from -10136101.000000 to -10136669.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 34 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -48239.082031 Penalty: 311.342102
	Iteration 0F: 2 clusters Score -48239.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -47476.207031 Penalty: 622.684204
	Iteration 0F: 3 clusters Score -47476.21 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -47771.945312 Penalty: 622.684204
	Iteration 1F: 3 clusters Score -47771.95 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47863.000000 Penalty: 622.684204
	Iteration 2F: 3 clusters Score -47863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -47918.453125 Penalty: 622.684204
	Iteration 3F: 3 clusters Score -47918.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -47953.425781 Penalty: 622.684204
	Iteration 4Q: 3 clusters Score -47953.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -47977.171875 Penalty: 622.684204
	Iteration 5Q: 3 clusters Score -47977.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -47988.828125 Penalty: 622.684204
	Iteration 6Q: 3 clusters Score -47988.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -47996.410156 Penalty: 622.684204
	Iteration 7Q: 3 clusters Score -47996.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -48002.695312 Penalty: 622.684204
	Iteration 8Q: 3 clusters Score -48002.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -48009.050781 Penalty: 622.684204
	Iteration 9Q: 3 clusters Score -48009.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -48013.539062 Penalty: 622.684204
	Iteration 10Q: 3 clusters Score -48013.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -48017.058594 Penalty: 622.684204
	Iteration 11Q: 3 clusters Score -48017.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -48020.636719 Penalty: 622.684204
	Iteration 12Q: 3 clusters Score -48020.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -48024.820312 Penalty: 622.684204
	Iteration 13Q: 3 clusters Score -48024.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -48029.855469 Penalty: 622.684204
	Iteration 14Q: 3 clusters Score -48029.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -48036.656250 Penalty: 622.684204
	Iteration 15Q: 3 clusters Score -48036.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -48046.828125 Penalty: 622.684204
	Iteration 16Q: 3 clusters Score -48046.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -48056.382812 Penalty: 622.684204
	Iteration 17Q: 3 clusters Score -48056.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -48061.050781 Penalty: 622.684204
	Iteration 18Q: 3 clusters Score -48061.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -48067.296875 Penalty: 622.684204
	Iteration 19Q: 3 clusters Score -48067.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -48073.398438 Penalty: 622.684204
	Iteration 20F: 3 clusters Score -48073.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -48082.968750 Penalty: 622.684204
	Iteration 21Q: 3 clusters Score -48082.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -48094.453125 Penalty: 622.684204
	Iteration 22Q: 3 clusters Score -48094.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -48103.183594 Penalty: 622.684204
	Iteration 23Q: 3 clusters Score -48103.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -48110.839844 Penalty: 622.684204
	Iteration 24Q: 3 clusters Score -48110.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -48126.027344 Penalty: 622.684204
	Iteration 25Q: 3 clusters Score -48126.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -48141.031250 Penalty: 622.684204
	Iteration 26Q: 3 clusters Score -48141.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -48151.804688 Penalty: 622.684204
	Iteration 27Q: 3 clusters Score -48151.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -48163.332031 Penalty: 622.684204
	Iteration 28Q: 3 clusters Score -48163.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -48167.109375 Penalty: 622.684204
	Iteration 29Q: 3 clusters Score -48167.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -48167.636719 Penalty: 622.684204
	Iteration 30Q: 3 clusters Score -48167.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -48168.835938 Penalty: 622.684204
	Iteration 31Q: 3 clusters Score -48168.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -48169.332031 Penalty: 622.684204
	Iteration 32Q: 3 clusters Score -48169.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -48169.625000 Penalty: 622.684204
	Iteration 33Q: 3 clusters Score -48169.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -48169.625000 Penalty: 622.684204
	Iteration 34F: 3 clusters Score -48169.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -49843.390625 Penalty: 313.010681
	Iteration 0F: 2 clusters Score -49843.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -49108.425781 Penalty: 626.021362
	Iteration 0F: 3 clusters Score -49108.43 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49643.542969 Penalty: 626.021362
	Iteration 1F: 3 clusters Score -49643.54 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -49815.261719 Penalty: 626.021362
	Iteration 2F: 3 clusters Score -49815.26 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -49872.253906 Penalty: 626.021362
	Iteration 3F: 3 clusters Score -49872.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49947.148438 Penalty: 626.021362
	Iteration 4Q: 3 clusters Score -49947.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -49967.542969 Penalty: 626.021362
	Iteration 5Q: 3 clusters Score -49967.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -49976.613281 Penalty: 626.021362
	Iteration 6Q: 3 clusters Score -49976.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49980.046875 Penalty: 626.021362
	Iteration 7Q: 3 clusters Score -49980.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -49983.015625 Penalty: 626.021362
	Iteration 8Q: 3 clusters Score -49983.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -49984.753906 Penalty: 626.021362
	Iteration 9Q: 3 clusters Score -49984.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49987.699219 Penalty: 626.021362
	Iteration 10Q: 3 clusters Score -49987.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49992.359375 Penalty: 626.021362
	Iteration 11Q: 3 clusters Score -49992.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49996.406250 Penalty: 626.021362
	Iteration 12Q: 3 clusters Score -49996.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50000.722656 Penalty: 626.021362
	Iteration 13Q: 3 clusters Score -50000.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50001.675781 Penalty: 626.021362
	Iteration 14Q: 3 clusters Score -50001.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50003.304688 Penalty: 626.021362
	Iteration 15Q: 3 clusters Score -50003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50003.562500 Penalty: 626.021362
	Iteration 16Q: 3 clusters Score -50003.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50003.562500 Penalty: 626.021362
	Iteration 17F: 3 clusters Score -50003.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 1057 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 164 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 97 members 
Mstep: Class 38 contains 544 members 
Mstep: Class 39 contains 1644 members 
Mstep: Class 40 contains 7421 members 
Mstep: Class 41 contains 104 members 
Mstep: Class 42 contains 288 members 
Entering Unmasked Estep 
Score: -10136579.000000 Penalty: 23214.753906
Splitting cluster 35 changes total score from -10136101.000000 to -10136579.000000
So it's getting split into cluster 42.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 1057 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 164 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 41. Lose 434.429016 but Gain 552.732422
Score: -10137218.000000 Penalty: 22662.021484
Iteration 119Q: 42 clusters Score -1.013722e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 250 members 
Mstep: Class 4 contains 37765 members 
Mstep: Class 5 contains 226 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 6904 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 650 members 
Mstep: Class 12 contains 107 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1132 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 8070 members 
Mstep: Class 18 contains 167 members 
Mstep: Class 19 contains 1370 members 
Mstep: Class 20 contains 1777 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 2945 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 235 members 
Mstep: Class 30 contains 350 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 183 members 
Mstep: Class 34 contains 945 members 
Mstep: Class 35 contains 685 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 97 members 
Mstep: Class 38 contains 548 members 
Mstep: Class 39 contains 1529 members 
Mstep: Class 40 contains 7300 members 
Mstep: Class 42 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137910.000000 Penalty: 22662.021484
Iteration 120F: 42 clusters Score -1.013791e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 655 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 37747 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 1419 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 650 members 
Mstep: Class 12 contains 109 members 
Mstep: Class 13 contains 102288 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1111 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8068 members 
Mstep: Class 18 contains 170 members 
Mstep: Class 19 contains 1384 members 
Mstep: Class 20 contains 1782 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 194 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 2947 members 
Mstep: Class 28 contains 864 members 
Mstep: Class 29 contains 233 members 
Mstep: Class 30 contains 340 members 
Mstep: Class 31 contains 1110 members 
Mstep: Class 32 contains 1070 members 
Mstep: Class 33 contains 189 members 
Mstep: Class 34 contains 941 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 116 members 
Mstep: Class 38 contains 550 members 
Mstep: Class 39 contains 1508 members 
Mstep: Class 40 contains 7298 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138207.000000 Penalty: 22662.021484
Iteration 121Q: 42 clusters Score -1.013821e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 243 members 
Mstep: Class 4 contains 37739 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 6924 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102281 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1104 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 18 contains 176 members 
Mstep: Class 19 contains 1389 members 
Mstep: Class 20 contains 1790 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 215 members 
Mstep: Class 27 contains 2951 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 332 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 1094 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 935 members 
Mstep: Class 35 contains 676 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 119 members 
Mstep: Class 38 contains 547 members 
Mstep: Class 39 contains 1488 members 
Mstep: Class 40 contains 7281 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138327.000000 Penalty: 22662.021484
Iteration 122Q: 42 clusters Score -1.013833e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 243 members 
Mstep: Class 4 contains 37740 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 6932 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102274 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1106 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 1791 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2957 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 1115 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 932 members 
Mstep: Class 35 contains 676 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 543 members 
Mstep: Class 39 contains 1459 members 
Mstep: Class 40 contains 7270 members 
Mstep: Class 42 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138368.000000 Penalty: 22662.021484
Iteration 123Q: 42 clusters Score -1.013837e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 657 members 
Mstep: Class 3 contains 243 members 
Mstep: Class 4 contains 37737 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3169 members 
Mstep: Class 7 contains 6942 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 659 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102270 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1106 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8061 members 
Mstep: Class 18 contains 183 members 
Mstep: Class 19 contains 1401 members 
Mstep: Class 20 contains 1794 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2961 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 320 members 
Mstep: Class 31 contains 1136 members 
Mstep: Class 32 contains 1132 members 
Mstep: Class 33 contains 197 members 
Mstep: Class 34 contains 931 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 539 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 7253 members 
Mstep: Class 42 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138419.000000 Penalty: 22662.021484
Iteration 124Q: 42 clusters Score -1.013842e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 243 members 
Mstep: Class 4 contains 37737 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3169 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102269 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1110 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 1346 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2961 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 1135 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 931 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 531 members 
Mstep: Class 39 contains 1425 members 
Mstep: Class 40 contains 7243 members 
Mstep: Class 42 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138439.000000 Penalty: 22662.021484
Iteration 125Q: 42 clusters Score -1.013844e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 654 members 
Mstep: Class 3 contains 244 members 
Mstep: Class 4 contains 37732 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102265 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1110 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8061 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 1396 members 
Mstep: Class 20 contains 1809 members 
Mstep: Class 21 contains 1346 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2967 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 315 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 929 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 1416 members 
Mstep: Class 40 contains 7240 members 
Mstep: Class 42 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138442.000000 Penalty: 22662.021484
Iteration 126Q: 42 clusters Score -1.013844e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 245 members 
Mstep: Class 4 contains 37735 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102259 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1113 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 1395 members 
Mstep: Class 20 contains 1816 members 
Mstep: Class 21 contains 1346 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2964 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1144 members 
Mstep: Class 32 contains 1145 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 927 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 1408 members 
Mstep: Class 40 contains 7231 members 
Mstep: Class 42 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138449.000000 Penalty: 22662.021484
Iteration 127Q: 42 clusters Score -1.013845e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 37734 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 6978 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102260 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 1396 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 1346 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2964 members 
Mstep: Class 28 contains 868 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 926 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 7226 members 
Mstep: Class 42 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138470.000000 Penalty: 22662.021484
Iteration 128Q: 42 clusters Score -1.013847e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 247 members 
Mstep: Class 4 contains 37730 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6985 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102261 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1824 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2964 members 
Mstep: Class 28 contains 868 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 1158 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 926 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 502 members 
Mstep: Class 39 contains 1395 members 
Mstep: Class 40 contains 7213 members 
Mstep: Class 42 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138494.000000 Penalty: 22662.021484
Iteration 129Q: 42 clusters Score -1.013849e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6987 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102262 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1401 members 
Mstep: Class 20 contains 1828 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2968 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1165 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 926 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 7200 members 
Mstep: Class 42 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138518.000000 Penalty: 22662.021484
Iteration 130Q: 42 clusters Score -1.013852e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37724 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6988 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102264 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1401 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2964 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1172 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 925 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 7190 members 
Mstep: Class 42 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138538.000000 Penalty: 22662.021484
Iteration 131Q: 42 clusters Score -1.013854e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37722 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6990 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1122 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1401 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2961 members 
Mstep: Class 28 contains 870 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 7178 members 
Mstep: Class 42 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138530.000000 Penalty: 22662.021484
Iteration 132Q: 42 clusters Score -1.013853e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37725 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6988 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102269 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1401 members 
Mstep: Class 20 contains 1845 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 870 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1181 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1393 members 
Mstep: Class 40 contains 7164 members 
Mstep: Class 42 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138550.000000 Penalty: 22662.021484
Iteration 133Q: 42 clusters Score -1.013855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37723 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6991 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102269 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1125 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1401 members 
Mstep: Class 20 contains 1852 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 870 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1188 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7148 members 
Mstep: Class 42 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138569.000000 Penalty: 22662.021484
Iteration 134Q: 42 clusters Score -1.013857e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3166 members 
Mstep: Class 7 contains 6995 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102270 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1860 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1201 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7132 members 
Mstep: Class 42 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138567.000000 Penalty: 22662.021484
Iteration 135Q: 42 clusters Score -1.013857e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 6996 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102269 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 920 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7113 members 
Mstep: Class 42 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138556.000000 Penalty: 22662.021484
Iteration 136Q: 42 clusters Score -1.013856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1881 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7098 members 
Mstep: Class 42 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138567.000000 Penalty: 22662.021484
Iteration 137Q: 42 clusters Score -1.013857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1887 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1226 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 917 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7088 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138549.000000 Penalty: 22662.021484
Iteration 138Q: 42 clusters Score -1.013855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1891 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 868 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1237 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 917 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7079 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138572.000000 Penalty: 22662.021484
Iteration 139Q: 42 clusters Score -1.013857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 112 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1112 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 916 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 120 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7073 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138589.000000 Penalty: 22662.021484
Iteration 140F: 42 clusters Score -1.013859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1111 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1250 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7065 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138614.000000 Penalty: 22662.021484
Iteration 141Q: 42 clusters Score -1.013861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1107 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1912 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1258 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 912 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7055 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138608.000000 Penalty: 22662.021484
Iteration 142Q: 42 clusters Score -1.013861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1913 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1264 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7052 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138603.000000 Penalty: 22662.021484
Iteration 143Q: 42 clusters Score -1.01386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 653 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1266 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7048 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138594.000000 Penalty: 22662.021484
Iteration 144Q: 42 clusters Score -1.013859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 653 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7046 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138610.000000 Penalty: 22662.021484
Iteration 145Q: 42 clusters Score -1.013861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 653 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1270 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 913 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 498 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7041 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138608.000000 Penalty: 22662.021484
Iteration 146Q: 42 clusters Score -1.013861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 653 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1935 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1270 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7038 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138614.000000 Penalty: 22662.021484
Iteration 147Q: 42 clusters Score -1.013861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1087 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1270 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7041 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138600.000000 Penalty: 22662.021484
Iteration 148Q: 42 clusters Score -1.01386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1082 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1937 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1273 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7042 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138608.000000 Penalty: 22662.021484
Iteration 149Q: 42 clusters Score -1.013861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1079 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1937 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1275 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7043 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138610.000000 Penalty: 22662.021484
Iteration 150Q: 42 clusters Score -1.013861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1276 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7042 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138603.000000 Penalty: 22662.021484
Iteration 151Q: 42 clusters Score -1.01386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1079 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1939 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1279 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7037 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138613.000000 Penalty: 22662.021484
Iteration 152Q: 42 clusters Score -1.013861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1079 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1940 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1280 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7035 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138601.000000 Penalty: 22662.021484
Iteration 153Q: 42 clusters Score -1.01386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1080 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1280 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7031 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138593.000000 Penalty: 22662.021484
Iteration 154Q: 42 clusters Score -1.013859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1081 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1280 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7027 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138605.000000 Penalty: 22662.021484
Iteration 155Q: 42 clusters Score -1.01386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1081 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1280 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7024 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138591.000000 Penalty: 22662.021484
Iteration 156Q: 42 clusters Score -1.013859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1082 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1280 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138600.000000 Penalty: 22662.021484
Iteration 157Q: 42 clusters Score -1.01386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 653 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1081 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1283 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7019 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138600.000000 Penalty: 22662.021484
Iteration 158Q: 42 clusters Score -1.01386e+07 nChanged 2
Entering ConstructFrom: 
Score: -10138600.000000 Penalty: 22662.021484
Entering ConstructFrom: 
Trying to split cluster 1 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -20089.810547 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -20089.81 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 210 members 
Entering Unmasked Estep 
Score: -19705.455078 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -19705.46 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19956.410156 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -19956.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20119.908203 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -20119.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20202.324219 Penalty: 549.879639
	Iteration 3F: 3 clusters Score -20202.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20265.724609 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -20265.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20290.707031 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -20290.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20306.781250 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -20306.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20322.654297 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -20322.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20326.738281 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -20326.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20333.318359 Penalty: 549.879639
	Iteration 9Q: 3 clusters Score -20333.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20333.802734 Penalty: 549.879639
	Iteration 10Q: 3 clusters Score -20333.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20333.802734 Penalty: 549.879639
	Iteration 11F: 3 clusters Score -20333.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 653 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1081 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
Score: -10138559.000000 Penalty: 23214.753906
Splitting cluster 1 changes total score from -10138600.000000 to -10138559.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -27938.792969 Penalty: 294.911743
	Iteration 0F: 2 clusters Score -27938.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27405.656250 Penalty: 589.823486
	Iteration 0F: 3 clusters Score -27405.66 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28116.386719 Penalty: 589.823486
	Iteration 1F: 3 clusters Score -28116.39 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28392.853516 Penalty: 589.823486
	Iteration 2F: 3 clusters Score -28392.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -28496.474609 Penalty: 589.823486
	Iteration 3F: 3 clusters Score -28496.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28590.072266 Penalty: 589.823486
	Iteration 4Q: 3 clusters Score -28590.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28615.662109 Penalty: 589.823486
	Iteration 5Q: 3 clusters Score -28615.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28620.808594 Penalty: 589.823486
	Iteration 6Q: 3 clusters Score -28620.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28628.246094 Penalty: 589.823486
	Iteration 7Q: 3 clusters Score -28628.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28644.011719 Penalty: 589.823486
	Iteration 8Q: 3 clusters Score -28644.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28661.779297 Penalty: 589.823486
	Iteration 9Q: 3 clusters Score -28661.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28662.976562 Penalty: 589.823486
	Iteration 10Q: 3 clusters Score -28662.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28662.976562 Penalty: 589.823486
	Iteration 11F: 3 clusters Score -28662.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1081 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
Score: -10139067.000000 Penalty: 23214.753906
Splitting cluster 2 changes total score from -10138600.000000 to -10139067.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 3 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -12864.787109 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -12864.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12544.150391 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12544.15 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12664.672852 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12664.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12741.252930 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12741.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12818.411133 Penalty: 501.722015
	Iteration 3F: 3 clusters Score -12818.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12865.003906 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12917.708008 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12917.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12946.681641 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12946.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12994.482422 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12994.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13007.767578 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -13007.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13007.767578 Penalty: 501.722015
	Iteration 9F: 3 clusters Score -13007.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 102266 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1081 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 73 members 
Entering Unmasked Estep 
Score: -10138908.000000 Penalty: 23767.486328
Splitting cluster 3 changes total score from -10138600.000000 to -10138908.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 4 (37721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Entering Unmasked Estep 
Score: -2019957.500000 Penalty: 479.477753
	Iteration 0F: 2 clusters Score -2019958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1994797.375000 Penalty: 958.955505
	Iteration 0F: 3 clusters Score -1994797 nChanged 18144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2005728.250000 Penalty: 958.955505
	Iteration 1F: 3 clusters Score -2005728 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2006506.875000 Penalty: 958.955505
	Iteration 2Q: 3 clusters Score -2006507 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2007611.375000 Penalty: 958.955505
	Iteration 3F: 3 clusters Score -2007611 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -2009209.250000 Penalty: 958.955505
	Iteration 4F: 3 clusters Score -2009209 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -2011190.375000 Penalty: 958.955505
	Iteration 5F: 3 clusters Score -2011190 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -2012953.750000 Penalty: 958.955505
	Iteration 6F: 3 clusters Score -2012954 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -2014092.000000 Penalty: 958.955505
	Iteration 7Q: 3 clusters Score -2014092 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -2014757.625000 Penalty: 958.955505
	Iteration 8Q: 3 clusters Score -2014758 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -2015181.875000 Penalty: 958.955505
	Iteration 9Q: 3 clusters Score -2015182 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -2015495.125000 Penalty: 958.955505
	Iteration 10Q: 3 clusters Score -2015495 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -2015799.625000 Penalty: 958.955505
	Iteration 11Q: 3 clusters Score -2015800 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -2016090.625000 Penalty: 958.955505
	Iteration 12Q: 3 clusters Score -2016091 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -2016410.625000 Penalty: 958.955505
	Iteration 13Q: 3 clusters Score -2016411 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -2016801.625000 Penalty: 958.955505
	Iteration 14Q: 3 clusters Score -2016802 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -2017221.750000 Penalty: 958.955505
	Iteration 15Q: 3 clusters Score -2017222 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -2017673.500000 Penalty: 958.955505
	Iteration 16Q: 3 clusters Score -2017674 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -2018077.375000 Penalty: 958.955505
	Iteration 17Q: 3 clusters Score -2018077 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -2018453.125000 Penalty: 958.955505
	Iteration 18Q: 3 clusters Score -2018453 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -2018733.125000 Penalty: 958.955505
	Iteration 19Q: 3 clusters Score -2018733 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -2018954.125000 Penalty: 958.955505
	Iteration 20F: 3 clusters Score -2018954 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -2019111.625000 Penalty: 958.955505
	Iteration 21Q: 3 clusters Score -2019112 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -2019245.625000 Penalty: 958.955505
	Iteration 22Q: 3 clusters Score -2019246 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -2019352.500000 Penalty: 958.955505
	Iteration 23Q: 3 clusters Score -2019352 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -2019416.500000 Penalty: 958.955505
	Iteration 24Q: 3 clusters Score -2019416 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -2019471.375000 Penalty: 958.955505
	Iteration 25Q: 3 clusters Score -2019471 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -2019513.375000 Penalty: 958.955505
	Iteration 26Q: 3 clusters Score -2019513 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -2019544.750000 Penalty: 958.955505
	Iteration 27Q: 3 clusters Score -2019545 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -2019572.250000 Penalty: 958.955505
	Iteration 28Q: 3 clusters Score -2019572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -2019593.000000 Penalty: 958.955505
	Iteration 29Q: 3 clusters Score -2019593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -2019603.375000 Penalty: 958.955505
	Iteration 30Q: 3 clusters Score -2019603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -2019612.250000 Penalty: 958.955505
	Iteration 31Q: 3 clusters Score -2019612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -2019616.625000 Penalty: 958.955505
	Iteration 32Q: 3 clusters Score -2019617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -2019615.875000 Penalty: 958.955505
	Iteration 33Q: 3 clusters Score -2019616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -2019618.875000 Penalty: 958.955505
	Iteration 34Q: 3 clusters Score -2019619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -2019621.625000 Penalty: 958.955505
	Iteration 35Q: 3 clusters Score -2019622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -2019623.125000 Penalty: 958.955505
	Iteration 36Q: 3 clusters Score -2019623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -2019625.000000 Penalty: 958.955505
	Iteration 37Q: 3 clusters Score -2019625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -2019625.750000 Penalty: 958.955505
	Iteration 38Q: 3 clusters Score -2019626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -2019626.500000 Penalty: 958.955505
	Iteration 39Q: 3 clusters Score -2019626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -2019626.000000 Penalty: 958.955505
	Iteration 40F: 3 clusters Score -2019626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -2019625.125000 Penalty: 958.955505
	Iteration 41Q: 3 clusters Score -2019625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -2019625.125000 Penalty: 958.955505
	Iteration 42F: 3 clusters Score -2019625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -11717.340820 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -11717.34 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 118 members 
Entering Unmasked Estep 
Score: -11423.421875 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11423.42 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11550.764648 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -11550.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11602.956055 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11602.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11640.091797 Penalty: 494.070465
	Iteration 3F: 3 clusters Score -11640.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11658.657227 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -11658.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11669.261719 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -11669.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11673.605469 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -11673.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11673.605469 Penalty: 494.070465
	Iteration 7F: 3 clusters Score -11673.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Entering Unmasked Estep 
Score: -184911.421875 Penalty: 366.754578
	Iteration 0F: 2 clusters Score -184911.4 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 1576 members 
Entering Unmasked Estep 
Score: -182713.171875 Penalty: 733.509155
	Iteration 0F: 3 clusters Score -182713.2 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -183580.078125 Penalty: 733.509155
	Iteration 1F: 3 clusters Score -183580.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -183717.875000 Penalty: 733.509155
	Iteration 2F: 3 clusters Score -183717.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -183891.953125 Penalty: 733.509155
	Iteration 3F: 3 clusters Score -183892 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -184066.250000 Penalty: 733.509155
	Iteration 4F: 3 clusters Score -184066.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -184219.000000 Penalty: 733.509155
	Iteration 5F: 3 clusters Score -184219 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -184335.156250 Penalty: 733.509155
	Iteration 6Q: 3 clusters Score -184335.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -184397.031250 Penalty: 733.509155
	Iteration 7Q: 3 clusters Score -184397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -184434.640625 Penalty: 733.509155
	Iteration 8Q: 3 clusters Score -184434.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -184462.796875 Penalty: 733.509155
	Iteration 9Q: 3 clusters Score -184462.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -184475.937500 Penalty: 733.509155
	Iteration 10Q: 3 clusters Score -184475.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -184486.421875 Penalty: 733.509155
	Iteration 11Q: 3 clusters Score -184486.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -184494.750000 Penalty: 733.509155
	Iteration 12Q: 3 clusters Score -184494.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -184501.578125 Penalty: 733.509155
	Iteration 13Q: 3 clusters Score -184501.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -184505.046875 Penalty: 733.509155
	Iteration 14Q: 3 clusters Score -184505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -184506.703125 Penalty: 733.509155
	Iteration 15Q: 3 clusters Score -184506.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -184508.359375 Penalty: 733.509155
	Iteration 16Q: 3 clusters Score -184508.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -184510.734375 Penalty: 733.509155
	Iteration 17Q: 3 clusters Score -184510.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -184512.828125 Penalty: 733.509155
	Iteration 18Q: 3 clusters Score -184512.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -184513.656250 Penalty: 733.509155
	Iteration 19Q: 3 clusters Score -184513.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -184514.781250 Penalty: 733.509155
	Iteration 20F: 3 clusters Score -184514.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -184515.187500 Penalty: 733.509155
	Iteration 21Q: 3 clusters Score -184515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -184516.062500 Penalty: 733.509155
	Iteration 22Q: 3 clusters Score -184516.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -184516.984375 Penalty: 733.509155
	Iteration 23Q: 3 clusters Score -184517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -184519.593750 Penalty: 733.509155
	Iteration 24Q: 3 clusters Score -184519.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -184523.125000 Penalty: 733.509155
	Iteration 25Q: 3 clusters Score -184523.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -184526.218750 Penalty: 733.509155
	Iteration 26Q: 3 clusters Score -184526.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -184527.515625 Penalty: 733.509155
	Iteration 27Q: 3 clusters Score -184527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -184528.062500 Penalty: 733.509155
	Iteration 28Q: 3 clusters Score -184528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -184528.312500 Penalty: 733.509155
	Iteration 29Q: 3 clusters Score -184528.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -184528.312500 Penalty: 733.509155
	Iteration 30F: 3 clusters Score -184528.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Entering Unmasked Estep 
Score: -374303.562500 Penalty: 402.822296
	Iteration 0F: 2 clusters Score -374303.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -369672.218750 Penalty: 805.644592
	Iteration 0F: 3 clusters Score -369672.2 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -371601.093750 Penalty: 805.644592
	Iteration 1F: 3 clusters Score -371601.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -371934.062500 Penalty: 805.644592
	Iteration 2F: 3 clusters Score -371934.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -372224.218750 Penalty: 805.644592
	Iteration 3F: 3 clusters Score -372224.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -372465.406250 Penalty: 805.644592
	Iteration 4F: 3 clusters Score -372465.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -372624.000000 Penalty: 805.644592
	Iteration 5Q: 3 clusters Score -372624 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -372737.968750 Penalty: 805.644592
	Iteration 6Q: 3 clusters Score -372738 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -372829.031250 Penalty: 805.644592
	Iteration 7Q: 3 clusters Score -372829 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -372906.312500 Penalty: 805.644592
	Iteration 8Q: 3 clusters Score -372906.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -372984.843750 Penalty: 805.644592
	Iteration 9Q: 3 clusters Score -372984.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -373066.250000 Penalty: 805.644592
	Iteration 10Q: 3 clusters Score -373066.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -373146.875000 Penalty: 805.644592
	Iteration 11Q: 3 clusters Score -373146.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -373230.218750 Penalty: 805.644592
	Iteration 12Q: 3 clusters Score -373230.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -373319.031250 Penalty: 805.644592
	Iteration 13Q: 3 clusters Score -373319 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -373414.343750 Penalty: 805.644592
	Iteration 14Q: 3 clusters Score -373414.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -373487.125000 Penalty: 805.644592
	Iteration 15Q: 3 clusters Score -373487.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -373538.937500 Penalty: 805.644592
	Iteration 16Q: 3 clusters Score -373538.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -373586.281250 Penalty: 805.644592
	Iteration 17Q: 3 clusters Score -373586.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -373631.156250 Penalty: 805.644592
	Iteration 18Q: 3 clusters Score -373631.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -373679.062500 Penalty: 805.644592
	Iteration 19Q: 3 clusters Score -373679.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -373718.843750 Penalty: 805.644592
	Iteration 20F: 3 clusters Score -373718.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -373754.687500 Penalty: 805.644592
	Iteration 21Q: 3 clusters Score -373754.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -373800.156250 Penalty: 805.644592
	Iteration 22Q: 3 clusters Score -373800.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -373840.406250 Penalty: 805.644592
	Iteration 23Q: 3 clusters Score -373840.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -373863.187500 Penalty: 805.644592
	Iteration 24Q: 3 clusters Score -373863.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -373884.218750 Penalty: 805.644592
	Iteration 25Q: 3 clusters Score -373884.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -373904.593750 Penalty: 805.644592
	Iteration 26Q: 3 clusters Score -373904.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -373917.218750 Penalty: 805.644592
	Iteration 27Q: 3 clusters Score -373917.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -373936.781250 Penalty: 805.644592
	Iteration 28Q: 3 clusters Score -373936.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -373950.500000 Penalty: 805.644592
	Iteration 29Q: 3 clusters Score -373950.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -373959.875000 Penalty: 805.644592
	Iteration 30Q: 3 clusters Score -373959.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -373968.187500 Penalty: 805.644592
	Iteration 31Q: 3 clusters Score -373968.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -373972.468750 Penalty: 805.644592
	Iteration 32Q: 3 clusters Score -373972.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -373977.406250 Penalty: 805.644592
	Iteration 33Q: 3 clusters Score -373977.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -373982.531250 Penalty: 805.644592
	Iteration 34Q: 3 clusters Score -373982.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -373986.218750 Penalty: 805.644592
	Iteration 35Q: 3 clusters Score -373986.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -373990.937500 Penalty: 805.644592
	Iteration 36Q: 3 clusters Score -373990.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -373994.500000 Penalty: 805.644592
	Iteration 37Q: 3 clusters Score -373994.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -373997.593750 Penalty: 805.644592
	Iteration 38Q: 3 clusters Score -373997.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -374000.937500 Penalty: 805.644592
	Iteration 39Q: 3 clusters Score -374000.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -374006.031250 Penalty: 805.644592
	Iteration 40F: 3 clusters Score -374006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -374013.156250 Penalty: 805.644592
	Iteration 41Q: 3 clusters Score -374013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -374021.375000 Penalty: 805.644592
	Iteration 42Q: 3 clusters Score -374021.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -374022.875000 Penalty: 805.644592
	Iteration 43Q: 3 clusters Score -374022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -374023.781250 Penalty: 805.644592
	Iteration 44Q: 3 clusters Score -374023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -374024.812500 Penalty: 805.644592
	Iteration 45Q: 3 clusters Score -374024.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -374025.687500 Penalty: 805.644592
	Iteration 46Q: 3 clusters Score -374025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -374025.843750 Penalty: 805.644592
	Iteration 47Q: 3 clusters Score -374025.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -374025.843750 Penalty: 805.644592
	Iteration 48F: 3 clusters Score -374025.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -73931.953125 Penalty: 330.417694
	Iteration 0F: 2 clusters Score -73931.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -72829.195312 Penalty: 660.835388
	Iteration 0F: 3 clusters Score -72829.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -73124.718750 Penalty: 660.835388
	Iteration 1F: 3 clusters Score -73124.72 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -73194.585938 Penalty: 660.835388
	Iteration 2F: 3 clusters Score -73194.59 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -73255.085938 Penalty: 660.835388
	Iteration 3F: 3 clusters Score -73255.09 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -73324.195312 Penalty: 660.835388
	Iteration 4F: 3 clusters Score -73324.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -73378.062500 Penalty: 660.835388
	Iteration 5F: 3 clusters Score -73378.06 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -73420.195312 Penalty: 660.835388
	Iteration 6Q: 3 clusters Score -73420.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -73447.242188 Penalty: 660.835388
	Iteration 7Q: 3 clusters Score -73447.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -73474.562500 Penalty: 660.835388
	Iteration 8Q: 3 clusters Score -73474.56 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -73493.117188 Penalty: 660.835388
	Iteration 9Q: 3 clusters Score -73493.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -73503.414062 Penalty: 660.835388
	Iteration 10Q: 3 clusters Score -73503.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -73510.585938 Penalty: 660.835388
	Iteration 11Q: 3 clusters Score -73510.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -73515.070312 Penalty: 660.835388
	Iteration 12Q: 3 clusters Score -73515.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -73516.648438 Penalty: 660.835388
	Iteration 13Q: 3 clusters Score -73516.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -73517.062500 Penalty: 660.835388
	Iteration 14Q: 3 clusters Score -73517.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -73517.929688 Penalty: 660.835388
	Iteration 15Q: 3 clusters Score -73517.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -73518.085938 Penalty: 660.835388
	Iteration 16Q: 3 clusters Score -73518.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -73518.125000 Penalty: 660.835388
	Iteration 17Q: 3 clusters Score -73518.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -73518.125000 Penalty: 660.835388
	Iteration 18F: 3 clusters Score -73518.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -18129.117188 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -18129.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -17614.173828 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -17614.17 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -17818.917969 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -17818.92 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -17869.001953 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -17869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -17899.218750 Penalty: 573.538330
	Iteration 3F: 3 clusters Score -17899.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17911.761719 Penalty: 573.538330
	Iteration 4Q: 3 clusters Score -17911.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17917.328125 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -17917.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17918.679688 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -17918.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17919.140625 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -17919.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -17919.519531 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -17919.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -17919.519531 Penalty: 573.538330
	Iteration 9F: 3 clusters Score -17919.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -17036.792969 Penalty: 260.867035
	Iteration 0F: 2 clusters Score -17036.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16683.060547 Penalty: 521.734070
	Iteration 0F: 3 clusters Score -16683.06 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16841.589844 Penalty: 521.734070
	Iteration 1F: 3 clusters Score -16841.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16891.591797 Penalty: 521.734070
	Iteration 2F: 3 clusters Score -16891.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16925.359375 Penalty: 521.734070
	Iteration 3F: 3 clusters Score -16925.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16959.968750 Penalty: 521.734070
	Iteration 4F: 3 clusters Score -16959.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16978.412109 Penalty: 521.734070
	Iteration 5Q: 3 clusters Score -16978.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17004.046875 Penalty: 521.734070
	Iteration 6Q: 3 clusters Score -17004.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17010.115234 Penalty: 521.734070
	Iteration 7Q: 3 clusters Score -17010.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17016.191406 Penalty: 521.734070
	Iteration 8Q: 3 clusters Score -17016.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17019.794922 Penalty: 521.734070
	Iteration 9Q: 3 clusters Score -17019.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17019.794922 Penalty: 521.734070
	Iteration 10F: 3 clusters Score -17019.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -30465.650391 Penalty: 295.534576
	Iteration 0F: 2 clusters Score -30465.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -29881.199219 Penalty: 591.069153
	Iteration 0F: 3 clusters Score -29881.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30038.859375 Penalty: 591.069153
	Iteration 1F: 3 clusters Score -30038.86 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -30085.195312 Penalty: 591.069153
	Iteration 2F: 3 clusters Score -30085.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30117.755859 Penalty: 591.069153
	Iteration 3F: 3 clusters Score -30117.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30150.914062 Penalty: 591.069153
	Iteration 4Q: 3 clusters Score -30150.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30182.218750 Penalty: 591.069153
	Iteration 5Q: 3 clusters Score -30182.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30216.982422 Penalty: 591.069153
	Iteration 6F: 3 clusters Score -30216.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30247.056641 Penalty: 591.069153
	Iteration 7Q: 3 clusters Score -30247.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30278.654297 Penalty: 591.069153
	Iteration 8Q: 3 clusters Score -30278.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30297.308594 Penalty: 591.069153
	Iteration 9Q: 3 clusters Score -30297.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30310.810547 Penalty: 591.069153
	Iteration 10Q: 3 clusters Score -30310.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30324.650391 Penalty: 591.069153
	Iteration 11Q: 3 clusters Score -30324.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30327.042969 Penalty: 591.069153
	Iteration 12Q: 3 clusters Score -30327.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30327.042969 Penalty: 591.069153
	Iteration 13F: 3 clusters Score -30327.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -4728.611328 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -4728.611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4528.776855 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -4528.777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4568.451660 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -4568.452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4575.499512 Penalty: 430.192291
	Iteration 2Q: 3 clusters Score -4575.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4577.461914 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -4577.462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4580.083984 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -4580.084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4580.083984 Penalty: 430.192291
	Iteration 5F: 3 clusters Score -4580.084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (102266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102266 members 
Entering Unmasked Estep 
Score: -5886688.000000 Penalty: 524.857666
	Iteration 0F: 2 clusters Score -5886688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -5822355.500000 Penalty: 1049.715332
	Iteration 0F: 3 clusters Score -5822356 nChanged 50070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -5852623.000000 Penalty: 1049.715332
	Iteration 1F: 3 clusters Score -5852623 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -5854145.000000 Penalty: 1049.715332
	Iteration 2Q: 3 clusters Score -5854145 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -5856005.000000 Penalty: 1049.715332
	Iteration 3Q: 3 clusters Score -5856005 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -5858941.000000 Penalty: 1049.715332
	Iteration 4F: 3 clusters Score -5858941 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -5863257.000000 Penalty: 1049.715332
	Iteration 5F: 3 clusters Score -5863257 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -5868638.500000 Penalty: 1049.715332
	Iteration 6F: 3 clusters Score -5868638 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -5872577.000000 Penalty: 1049.715332
	Iteration 7F: 3 clusters Score -5872577 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -5874362.000000 Penalty: 1049.715332
	Iteration 8Q: 3 clusters Score -5874362 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -5874990.000000 Penalty: 1049.715332
	Iteration 9Q: 3 clusters Score -5874990 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
Score: -5875363.000000 Penalty: 1049.715332
	Iteration 10Q: 3 clusters Score -5875363 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 68149 members 
Entering Unmasked Estep 
Score: -5875652.000000 Penalty: 1049.715332
	Iteration 11Q: 3 clusters Score -5875652 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -5875900.500000 Penalty: 1049.715332
	Iteration 12Q: 3 clusters Score -5875900 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -5876106.000000 Penalty: 1049.715332
	Iteration 13Q: 3 clusters Score -5876106 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 72357 members 
Entering Unmasked Estep 
Score: -5876330.500000 Penalty: 1049.715332
	Iteration 14Q: 3 clusters Score -5876330 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -5876551.500000 Penalty: 1049.715332
	Iteration 15Q: 3 clusters Score -5876552 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 74851 members 
Entering Unmasked Estep 
Score: -5876828.000000 Penalty: 1049.715332
	Iteration 16Q: 3 clusters Score -5876828 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -5877142.000000 Penalty: 1049.715332
	Iteration 17Q: 3 clusters Score -5877142 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -5877427.500000 Penalty: 1049.715332
	Iteration 18Q: 3 clusters Score -5877428 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -5877658.500000 Penalty: 1049.715332
	Iteration 19Q: 3 clusters Score -5877658 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -5877790.000000 Penalty: 1049.715332
	Iteration 20F: 3 clusters Score -5877790 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -5878006.000000 Penalty: 1049.715332
	Iteration 21Q: 3 clusters Score -5878006 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 82266 members 
Entering Unmasked Estep 
Score: -5878132.500000 Penalty: 1049.715332
	Iteration 22Q: 3 clusters Score -5878132 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 83405 members 
Entering Unmasked Estep 
Score: -5878371.000000 Penalty: 1049.715332
	Iteration 23Q: 3 clusters Score -5878371 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 84512 members 
Entering Unmasked Estep 
Score: -5878564.500000 Penalty: 1049.715332
	Iteration 24Q: 3 clusters Score -5878564 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 85592 members 
Entering Unmasked Estep 
Score: -5878755.000000 Penalty: 1049.715332
	Iteration 25Q: 3 clusters Score -5878755 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -5879016.000000 Penalty: 1049.715332
	Iteration 26Q: 3 clusters Score -5879016 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -5879361.000000 Penalty: 1049.715332
	Iteration 27Q: 3 clusters Score -5879361 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 88762 members 
Entering Unmasked Estep 
Score: -5879697.500000 Penalty: 1049.715332
	Iteration 28Q: 3 clusters Score -5879698 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -5880219.500000 Penalty: 1049.715332
	Iteration 29Q: 3 clusters Score -5880220 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 90804 members 
Entering Unmasked Estep 
Score: -5880666.500000 Penalty: 1049.715332
	Iteration 30Q: 3 clusters Score -5880666 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 91802 members 
Entering Unmasked Estep 
Score: -5881110.500000 Penalty: 1049.715332
	Iteration 31Q: 3 clusters Score -5881110 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 92726 members 
Entering Unmasked Estep 
Score: -5881522.000000 Penalty: 1049.715332
	Iteration 32Q: 3 clusters Score -5881522 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 93612 members 
Entering Unmasked Estep 
Score: -5881994.500000 Penalty: 1049.715332
	Iteration 33Q: 3 clusters Score -5881994 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 94442 members 
Entering Unmasked Estep 
Score: -5882453.500000 Penalty: 1049.715332
	Iteration 34Q: 3 clusters Score -5882454 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 95228 members 
Entering Unmasked Estep 
Score: -5882876.500000 Penalty: 1049.715332
	Iteration 35Q: 3 clusters Score -5882876 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 95954 members 
Entering Unmasked Estep 
Score: -5883227.000000 Penalty: 1049.715332
	Iteration 36Q: 3 clusters Score -5883227 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 96632 members 
Entering Unmasked Estep 
Score: -5883625.500000 Penalty: 1049.715332
	Iteration 37Q: 3 clusters Score -5883626 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -5883980.000000 Penalty: 1049.715332
	Iteration 38Q: 3 clusters Score -5883980 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -5884280.000000 Penalty: 1049.715332
	Iteration 39Q: 3 clusters Score -5884280 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
Score: -5884550.500000 Penalty: 1049.715332
	Iteration 40F: 3 clusters Score -5884550 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 98650 members 
Entering Unmasked Estep 
Score: -5884820.000000 Penalty: 1049.715332
	Iteration 41Q: 3 clusters Score -5884820 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 99037 members 
Entering Unmasked Estep 
Score: -5885066.000000 Penalty: 1049.715332
	Iteration 42Q: 3 clusters Score -5885066 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 99372 members 
Entering Unmasked Estep 
Score: -5885306.000000 Penalty: 1049.715332
	Iteration 43Q: 3 clusters Score -5885306 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 99660 members 
Entering Unmasked Estep 
Score: -5885493.500000 Penalty: 1049.715332
	Iteration 44Q: 3 clusters Score -5885494 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 99929 members 
Entering Unmasked Estep 
Score: -5885642.500000 Penalty: 1049.715332
	Iteration 45Q: 3 clusters Score -5885642 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
Score: -5885787.000000 Penalty: 1049.715332
	Iteration 46Q: 3 clusters Score -5885787 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 100328 members 
Entering Unmasked Estep 
Score: -5885902.000000 Penalty: 1049.715332
	Iteration 47Q: 3 clusters Score -5885902 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -5885997.500000 Penalty: 1049.715332
	Iteration 48Q: 3 clusters Score -5885998 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 100649 members 
Entering Unmasked Estep 
Score: -5886122.000000 Penalty: 1049.715332
	Iteration 49Q: 3 clusters Score -5886122 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -5886217.000000 Penalty: 1049.715332
	Iteration 50Q: 3 clusters Score -5886217 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 100895 members 
Entering Unmasked Estep 
Score: -5886264.000000 Penalty: 1049.715332
	Iteration 51Q: 3 clusters Score -5886264 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 100996 members 
Entering Unmasked Estep 
Score: -5886298.500000 Penalty: 1049.715332
	Iteration 52Q: 3 clusters Score -5886298 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 101085 members 
Entering Unmasked Estep 
Score: -5886330.000000 Penalty: 1049.715332
	Iteration 53Q: 3 clusters Score -5886330 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 101185 members 
Entering Unmasked Estep 
Score: -5886389.000000 Penalty: 1049.715332
	Iteration 54Q: 3 clusters Score -5886389 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 101260 members 
Entering Unmasked Estep 
Score: -5886437.500000 Penalty: 1049.715332
	Iteration 55Q: 3 clusters Score -5886438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -5886483.000000 Penalty: 1049.715332
	Iteration 56Q: 3 clusters Score -5886483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 101359 members 
Entering Unmasked Estep 
Score: -5886525.000000 Penalty: 1049.715332
	Iteration 57Q: 3 clusters Score -5886525 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 101399 members 
Entering Unmasked Estep 
Score: -5886556.000000 Penalty: 1049.715332
	Iteration 58Q: 3 clusters Score -5886556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -5886568.500000 Penalty: 1049.715332
	Iteration 59Q: 3 clusters Score -5886568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 101452 members 
Entering Unmasked Estep 
Score: -5886578.500000 Penalty: 1049.715332
	Iteration 60F: 3 clusters Score -5886578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 101469 members 
Entering Unmasked Estep 
Score: -5886580.500000 Penalty: 1049.715332
	Iteration 61Q: 3 clusters Score -5886580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 101487 members 
Entering Unmasked Estep 
Score: -5886591.500000 Penalty: 1049.715332
	Iteration 62Q: 3 clusters Score -5886592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 101504 members 
Entering Unmasked Estep 
Score: -5886609.500000 Penalty: 1049.715332
	Iteration 63Q: 3 clusters Score -5886610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 101524 members 
Entering Unmasked Estep 
Score: -5886608.000000 Penalty: 1049.715332
	Iteration 64Q: 3 clusters Score -5886608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 101535 members 
Entering Unmasked Estep 
Score: -5886620.500000 Penalty: 1049.715332
	Iteration 65Q: 3 clusters Score -5886620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -5886639.500000 Penalty: 1049.715332
	Iteration 66Q: 3 clusters Score -5886640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -5886648.000000 Penalty: 1049.715332
	Iteration 67Q: 3 clusters Score -5886648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -5886657.500000 Penalty: 1049.715332
	Iteration 68Q: 3 clusters Score -5886658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 101572 members 
Entering Unmasked Estep 
Score: -5886670.000000 Penalty: 1049.715332
	Iteration 69Q: 3 clusters Score -5886670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 101585 members 
Entering Unmasked Estep 
Score: -5886669.500000 Penalty: 1049.715332
	Iteration 70Q: 3 clusters Score -5886670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 101599 members 
Entering Unmasked Estep 
Score: -5886691.000000 Penalty: 1049.715332
	Iteration 71Q: 3 clusters Score -5886691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 101611 members 
Entering Unmasked Estep 
Score: -5886698.000000 Penalty: 1049.715332
	Iteration 72Q: 3 clusters Score -5886698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 101622 members 
Entering Unmasked Estep 
Score: -5886707.000000 Penalty: 1049.715332
	Iteration 73Q: 3 clusters Score -5886707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 101635 members 
Entering Unmasked Estep 
Score: -5886710.000000 Penalty: 1049.715332
	Iteration 74Q: 3 clusters Score -5886710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 101639 members 
Entering Unmasked Estep 
Score: -5886707.500000 Penalty: 1049.715332
	Iteration 75Q: 3 clusters Score -5886708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 101643 members 
Entering Unmasked Estep 
Score: -5886711.000000 Penalty: 1049.715332
	Iteration 76Q: 3 clusters Score -5886711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 101648 members 
Entering Unmasked Estep 
Score: -5886713.000000 Penalty: 1049.715332
	Iteration 77Q: 3 clusters Score -5886713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -5886710.000000 Penalty: 1049.715332
	Iteration 78Q: 3 clusters Score -5886710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 101661 members 
Entering Unmasked Estep 
Score: -5886717.500000 Penalty: 1049.715332
	Iteration 79Q: 3 clusters Score -5886718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 101668 members 
Entering Unmasked Estep 
Score: -5886718.000000 Penalty: 1049.715332
	Iteration 80F: 3 clusters Score -5886718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 101675 members 
Entering Unmasked Estep 
Score: -5886711.500000 Penalty: 1049.715332
	Iteration 81Q: 3 clusters Score -5886712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 101681 members 
Entering Unmasked Estep 
Score: -5886715.000000 Penalty: 1049.715332
	Iteration 82Q: 3 clusters Score -5886715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -5886720.500000 Penalty: 1049.715332
	Iteration 83Q: 3 clusters Score -5886720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -5886722.500000 Penalty: 1049.715332
	Iteration 84Q: 3 clusters Score -5886722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -5886723.000000 Penalty: 1049.715332
	Iteration 85Q: 3 clusters Score -5886723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -5886724.500000 Penalty: 1049.715332
	Iteration 86Q: 3 clusters Score -5886724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -5886733.000000 Penalty: 1049.715332
	Iteration 87Q: 3 clusters Score -5886733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 101716 members 
Entering Unmasked Estep 
Score: -5886736.500000 Penalty: 1049.715332
	Iteration 88Q: 3 clusters Score -5886736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 101723 members 
Entering Unmasked Estep 
Score: -5886736.500000 Penalty: 1049.715332
	Iteration 89Q: 3 clusters Score -5886736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 101728 members 
Entering Unmasked Estep 
Score: -5886730.500000 Penalty: 1049.715332
	Iteration 90Q: 3 clusters Score -5886730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 101734 members 
Entering Unmasked Estep 
Score: -5886737.500000 Penalty: 1049.715332
	Iteration 91Q: 3 clusters Score -5886738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 101737 members 
Entering Unmasked Estep 
Score: -5886737.500000 Penalty: 1049.715332
	Iteration 92Q: 3 clusters Score -5886738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -5886737.000000 Penalty: 1049.715332
	Iteration 93Q: 3 clusters Score -5886737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -5886734.000000 Penalty: 1049.715332
	Iteration 94Q: 3 clusters Score -5886734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 101740 members 
Entering Unmasked Estep 
Score: -5886736.500000 Penalty: 1049.715332
	Iteration 95Q: 3 clusters Score -5886736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 101741 members 
Entering Unmasked Estep 
Score: -5886738.500000 Penalty: 1049.715332
	Iteration 96Q: 3 clusters Score -5886738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 101741 members 
Entering Unmasked Estep 
Score: -5886738.500000 Penalty: 1049.715332
	Iteration 97F: 3 clusters Score -5886738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1081 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 73 members 
Mstep: Class 44 contains 101741 members 
Entering Unmasked Estep 
Score: -10138907.000000 Penalty: 24320.218750
Splitting cluster 13 changes total score from -10138600.000000 to -10138907.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 14 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -11423.037109 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -11423.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11108.646484 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -11108.65 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11258.793945 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -11258.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11312.670898 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -11312.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11368.580078 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -11368.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11390.162109 Penalty: 509.456421
	Iteration 4F: 3 clusters Score -11390.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11400.887695 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -11400.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11415.831055 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -11415.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11428.767578 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -11428.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11460.515625 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -11460.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11493.598633 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -11493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11504.869141 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -11504.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11509.361328 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -11509.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11514.262695 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -11514.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11518.659180 Penalty: 509.456421
	Iteration 13Q: 3 clusters Score -11518.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11519.496094 Penalty: 509.456421
	Iteration 14Q: 3 clusters Score -11519.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11521.030273 Penalty: 509.456421
	Iteration 15Q: 3 clusters Score -11521.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11521.030273 Penalty: 509.456421
	Iteration 16F: 3 clusters Score -11521.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 84 members 
Mstep: Class 15 contains 1081 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 73 members 
Mstep: Class 44 contains 101741 members 
Mstep: Class 45 contains 186 members 
Entering Unmasked Estep 
Score: -10138710.000000 Penalty: 24872.951172
Splitting cluster 14 changes total score from -10138600.000000 to -10138710.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 15 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -48935.222656 Penalty: 317.846710
	Iteration 0F: 2 clusters Score -48935.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -48126.132812 Penalty: 635.693420
	Iteration 0F: 3 clusters Score -48126.13 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -48547.160156 Penalty: 635.693420
	Iteration 1F: 3 clusters Score -48547.16 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48688.910156 Penalty: 635.693420
	Iteration 2F: 3 clusters Score -48688.91 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -48875.917969 Penalty: 635.693420
	Iteration 3F: 3 clusters Score -48875.92 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -49013.414062 Penalty: 635.693420
	Iteration 4F: 3 clusters Score -49013.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -49080.816406 Penalty: 635.693420
	Iteration 5Q: 3 clusters Score -49080.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -49139.738281 Penalty: 635.693420
	Iteration 6Q: 3 clusters Score -49139.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -49185.929688 Penalty: 635.693420
	Iteration 7Q: 3 clusters Score -49185.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -49247.757812 Penalty: 635.693420
	Iteration 8Q: 3 clusters Score -49247.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -49307.828125 Penalty: 635.693420
	Iteration 9Q: 3 clusters Score -49307.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -49320.996094 Penalty: 635.693420
	Iteration 10Q: 3 clusters Score -49321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -49329.210938 Penalty: 635.693420
	Iteration 11Q: 3 clusters Score -49329.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -49331.261719 Penalty: 635.693420
	Iteration 12Q: 3 clusters Score -49331.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -49331.957031 Penalty: 635.693420
	Iteration 13Q: 3 clusters Score -49331.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -49331.957031 Penalty: 635.693420
	Iteration 14F: 3 clusters Score -49331.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 84 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 73 members 
Mstep: Class 44 contains 101741 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 454 members 
Entering Unmasked Estep 
Score: -10138867.000000 Penalty: 25425.683594
Splitting cluster 15 changes total score from -10138600.000000 to -10138867.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 16 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -6755.697754 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -6755.698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6464.839355 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -6464.839 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6588.752930 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -6588.753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -6608.552734 Penalty: 500.614502
	Iteration 2Q: 3 clusters Score -6608.553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6619.713867 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -6619.714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6635.159668 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -6635.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6653.438477 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -6653.438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6668.872070 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -6668.872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6680.007324 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -6680.007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6682.157227 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -6682.157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6684.163574 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -6684.164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -6687.255859 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -6687.256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -6687.255859 Penalty: 500.614502
	Iteration 11F: 3 clusters Score -6687.256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -466798.187500 Penalty: 409.268707
	Iteration 0F: 2 clusters Score -466798.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -461415.468750 Penalty: 818.537415
	Iteration 0F: 3 clusters Score -461415.5 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -463507.625000 Penalty: 818.537415
	Iteration 1F: 3 clusters Score -463507.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -463677.875000 Penalty: 818.537415
	Iteration 2F: 3 clusters Score -463677.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -463835.156250 Penalty: 818.537415
	Iteration 3Q: 3 clusters Score -463835.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -463998.531250 Penalty: 818.537415
	Iteration 4Q: 3 clusters Score -463998.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -464194.375000 Penalty: 818.537415
	Iteration 5Q: 3 clusters Score -464194.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -464417.062500 Penalty: 818.537415
	Iteration 6Q: 3 clusters Score -464417.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -464681.187500 Penalty: 818.537415
	Iteration 7Q: 3 clusters Score -464681.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -464990.312500 Penalty: 818.537415
	Iteration 8F: 3 clusters Score -464990.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -465236.937500 Penalty: 818.537415
	Iteration 9Q: 3 clusters Score -465236.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -465431.031250 Penalty: 818.537415
	Iteration 10Q: 3 clusters Score -465431 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -465597.718750 Penalty: 818.537415
	Iteration 11Q: 3 clusters Score -465597.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -465744.906250 Penalty: 818.537415
	Iteration 12Q: 3 clusters Score -465744.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -465859.843750 Penalty: 818.537415
	Iteration 13Q: 3 clusters Score -465859.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -465945.312500 Penalty: 818.537415
	Iteration 14Q: 3 clusters Score -465945.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -466033.562500 Penalty: 818.537415
	Iteration 15Q: 3 clusters Score -466033.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -466113.000000 Penalty: 818.537415
	Iteration 16Q: 3 clusters Score -466113 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -466169.093750 Penalty: 818.537415
	Iteration 17Q: 3 clusters Score -466169.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -466214.218750 Penalty: 818.537415
	Iteration 18Q: 3 clusters Score -466214.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -466258.562500 Penalty: 818.537415
	Iteration 19Q: 3 clusters Score -466258.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -466290.843750 Penalty: 818.537415
	Iteration 20F: 3 clusters Score -466290.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -466318.625000 Penalty: 818.537415
	Iteration 21Q: 3 clusters Score -466318.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -466349.000000 Penalty: 818.537415
	Iteration 22Q: 3 clusters Score -466349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -466379.687500 Penalty: 818.537415
	Iteration 23Q: 3 clusters Score -466379.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -466397.406250 Penalty: 818.537415
	Iteration 24Q: 3 clusters Score -466397.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -466409.000000 Penalty: 818.537415
	Iteration 25Q: 3 clusters Score -466409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -466414.937500 Penalty: 818.537415
	Iteration 26Q: 3 clusters Score -466414.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -466420.906250 Penalty: 818.537415
	Iteration 27Q: 3 clusters Score -466420.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -466422.687500 Penalty: 818.537415
	Iteration 28Q: 3 clusters Score -466422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -466423.156250 Penalty: 818.537415
	Iteration 29Q: 3 clusters Score -466423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -466423.843750 Penalty: 818.537415
	Iteration 30Q: 3 clusters Score -466423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -466423.843750 Penalty: 818.537415
	Iteration 31F: 3 clusters Score -466423.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -10562.614258 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -10562.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10262.202148 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -10262.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10340.281250 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -10340.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10363.156250 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -10363.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10394.086914 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -10394.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10424.196289 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -10424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10445.256836 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -10445.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10463.907227 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -10463.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10470.382812 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -10470.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10470.382812 Penalty: 484.836731
	Iteration 8F: 3 clusters Score -10470.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -73170.140625 Penalty: 329.612335
	Iteration 0F: 2 clusters Score -73170.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -72138.367188 Penalty: 659.224670
	Iteration 0F: 3 clusters Score -72138.37 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -72485.218750 Penalty: 659.224670
	Iteration 1F: 3 clusters Score -72485.22 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -72587.531250 Penalty: 659.224670
	Iteration 2F: 3 clusters Score -72587.53 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -72679.054688 Penalty: 659.224670
	Iteration 3F: 3 clusters Score -72679.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -72752.132812 Penalty: 659.224670
	Iteration 4F: 3 clusters Score -72752.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -72849.789062 Penalty: 659.224670
	Iteration 5Q: 3 clusters Score -72849.79 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -72962.750000 Penalty: 659.224670
	Iteration 6F: 3 clusters Score -72962.75 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -73061.046875 Penalty: 659.224670
	Iteration 7Q: 3 clusters Score -73061.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -73126.007812 Penalty: 659.224670
	Iteration 8Q: 3 clusters Score -73126.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -73156.546875 Penalty: 659.224670
	Iteration 9Q: 3 clusters Score -73156.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -73176.468750 Penalty: 659.224670
	Iteration 10Q: 3 clusters Score -73176.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -73190.507812 Penalty: 659.224670
	Iteration 11Q: 3 clusters Score -73190.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -73199.054688 Penalty: 659.224670
	Iteration 12Q: 3 clusters Score -73199.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -73211.039062 Penalty: 659.224670
	Iteration 13Q: 3 clusters Score -73211.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -73224.210938 Penalty: 659.224670
	Iteration 14Q: 3 clusters Score -73224.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -73231.296875 Penalty: 659.224670
	Iteration 15Q: 3 clusters Score -73231.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -73237.867188 Penalty: 659.224670
	Iteration 16Q: 3 clusters Score -73237.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -73241.007812 Penalty: 659.224670
	Iteration 17Q: 3 clusters Score -73241.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -73242.968750 Penalty: 659.224670
	Iteration 18Q: 3 clusters Score -73242.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -73245.007812 Penalty: 659.224670
	Iteration 19Q: 3 clusters Score -73245.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -73245.250000 Penalty: 659.224670
	Iteration 20F: 3 clusters Score -73245.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 84 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 73 members 
Mstep: Class 44 contains 101741 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 454 members 
Mstep: Class 47 contains 719 members 
Entering Unmasked Estep 
Score: -10138711.000000 Penalty: 25978.416016
Splitting cluster 19 changes total score from -10138600.000000 to -10138711.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 20 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -103368.367188 Penalty: 344.712433
	Iteration 0F: 2 clusters Score -103368.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -101954.546875 Penalty: 689.424866
	Iteration 0F: 3 clusters Score -101954.5 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -102787.984375 Penalty: 689.424866
	Iteration 1F: 3 clusters Score -102788 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -103089.921875 Penalty: 689.424866
	Iteration 2F: 3 clusters Score -103089.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -103235.054688 Penalty: 689.424866
	Iteration 3F: 3 clusters Score -103235.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -103297.101562 Penalty: 689.424866
	Iteration 4Q: 3 clusters Score -103297.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -103329.117188 Penalty: 689.424866
	Iteration 5Q: 3 clusters Score -103329.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -103350.226562 Penalty: 689.424866
	Iteration 6Q: 3 clusters Score -103350.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -103367.320312 Penalty: 689.424866
	Iteration 7Q: 3 clusters Score -103367.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -103374.203125 Penalty: 689.424866
	Iteration 8Q: 3 clusters Score -103374.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -103379.062500 Penalty: 689.424866
	Iteration 9Q: 3 clusters Score -103379.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -103383.781250 Penalty: 689.424866
	Iteration 10Q: 3 clusters Score -103383.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -103387.359375 Penalty: 689.424866
	Iteration 11Q: 3 clusters Score -103387.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -103394.687500 Penalty: 689.424866
	Iteration 12Q: 3 clusters Score -103394.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -103402.718750 Penalty: 689.424866
	Iteration 13Q: 3 clusters Score -103402.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -103406.718750 Penalty: 689.424866
	Iteration 14Q: 3 clusters Score -103406.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -103411.765625 Penalty: 689.424866
	Iteration 15Q: 3 clusters Score -103411.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -103416.804688 Penalty: 689.424866
	Iteration 16Q: 3 clusters Score -103416.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -103435.562500 Penalty: 689.424866
	Iteration 17Q: 3 clusters Score -103435.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -103453.492188 Penalty: 689.424866
	Iteration 18Q: 3 clusters Score -103453.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -103461.742188 Penalty: 689.424866
	Iteration 19Q: 3 clusters Score -103461.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -103466.406250 Penalty: 689.424866
	Iteration 20F: 3 clusters Score -103466.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -103470.015625 Penalty: 689.424866
	Iteration 21Q: 3 clusters Score -103470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -103470.937500 Penalty: 689.424866
	Iteration 22Q: 3 clusters Score -103470.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -103471.242188 Penalty: 689.424866
	Iteration 23Q: 3 clusters Score -103471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -103471.476562 Penalty: 689.424866
	Iteration 24Q: 3 clusters Score -103471.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -103471.898438 Penalty: 689.424866
	Iteration 25Q: 3 clusters Score -103471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -103473.117188 Penalty: 689.424866
	Iteration 26Q: 3 clusters Score -103473.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -103475.828125 Penalty: 689.424866
	Iteration 27Q: 3 clusters Score -103475.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -103478.765625 Penalty: 689.424866
	Iteration 28Q: 3 clusters Score -103478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -103480.742188 Penalty: 689.424866
	Iteration 29Q: 3 clusters Score -103480.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -103482.054688 Penalty: 689.424866
	Iteration 30Q: 3 clusters Score -103482.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -103482.523438 Penalty: 689.424866
	Iteration 31Q: 3 clusters Score -103482.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -103483.210938 Penalty: 689.424866
	Iteration 32Q: 3 clusters Score -103483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -103483.296875 Penalty: 689.424866
	Iteration 33Q: 3 clusters Score -103483.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -103483.296875 Penalty: 689.424866
	Iteration 34F: 3 clusters Score -103483.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 84 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 73 members 
Mstep: Class 44 contains 101741 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 454 members 
Mstep: Class 47 contains 719 members 
Mstep: Class 48 contains 959 members 
Entering Unmasked Estep 
Score: -10138592.000000 Penalty: 26531.148438
Splitting cluster 20 changes total score from -10138600.000000 to -10138592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -68667.695312 Penalty: 327.788788
	Iteration 0F: 2 clusters Score -68667.7 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 679 members 
Entering Unmasked Estep 
Score: -67637.265625 Penalty: 655.577576
	Iteration 0F: 3 clusters Score -67637.27 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -67890.585938 Penalty: 655.577576
	Iteration 1F: 3 clusters Score -67890.59 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -67932.250000 Penalty: 655.577576
	Iteration 2F: 3 clusters Score -67932.25 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -67964.523438 Penalty: 655.577576
	Iteration 3F: 3 clusters Score -67964.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -67989.210938 Penalty: 655.577576
	Iteration 4Q: 3 clusters Score -67989.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -68005.546875 Penalty: 655.577576
	Iteration 5Q: 3 clusters Score -68005.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -68021.515625 Penalty: 655.577576
	Iteration 6Q: 3 clusters Score -68021.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -68036.562500 Penalty: 655.577576
	Iteration 7Q: 3 clusters Score -68036.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -68051.343750 Penalty: 655.577576
	Iteration 8Q: 3 clusters Score -68051.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -68062.726562 Penalty: 655.577576
	Iteration 9Q: 3 clusters Score -68062.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -68072.921875 Penalty: 655.577576
	Iteration 10Q: 3 clusters Score -68072.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -68082.187500 Penalty: 655.577576
	Iteration 11Q: 3 clusters Score -68082.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -68093.070312 Penalty: 655.577576
	Iteration 12Q: 3 clusters Score -68093.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -68106.289062 Penalty: 655.577576
	Iteration 13Q: 3 clusters Score -68106.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -68125.140625 Penalty: 655.577576
	Iteration 14Q: 3 clusters Score -68125.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -68149.085938 Penalty: 655.577576
	Iteration 15Q: 3 clusters Score -68149.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -68178.976562 Penalty: 655.577576
	Iteration 16Q: 3 clusters Score -68178.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -68206.640625 Penalty: 655.577576
	Iteration 17Q: 3 clusters Score -68206.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -68232.773438 Penalty: 655.577576
	Iteration 18Q: 3 clusters Score -68232.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -68260.968750 Penalty: 655.577576
	Iteration 19Q: 3 clusters Score -68260.97 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -68295.101562 Penalty: 655.577576
	Iteration 20F: 3 clusters Score -68295.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -68325.148438 Penalty: 655.577576
	Iteration 21Q: 3 clusters Score -68325.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -68345.070312 Penalty: 655.577576
	Iteration 22Q: 3 clusters Score -68345.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -68355.859375 Penalty: 655.577576
	Iteration 23Q: 3 clusters Score -68355.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -68365.218750 Penalty: 655.577576
	Iteration 24Q: 3 clusters Score -68365.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -68371.476562 Penalty: 655.577576
	Iteration 25Q: 3 clusters Score -68371.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -68376.203125 Penalty: 655.577576
	Iteration 26Q: 3 clusters Score -68376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -68378.414062 Penalty: 655.577576
	Iteration 27Q: 3 clusters Score -68378.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -68381.789062 Penalty: 655.577576
	Iteration 28Q: 3 clusters Score -68381.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -68384.828125 Penalty: 655.577576
	Iteration 29Q: 3 clusters Score -68384.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -68385.500000 Penalty: 655.577576
	Iteration 30Q: 3 clusters Score -68385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -68385.828125 Penalty: 655.577576
	Iteration 31Q: 3 clusters Score -68385.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -68386.187500 Penalty: 655.577576
	Iteration 32Q: 3 clusters Score -68386.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -68386.312500 Penalty: 655.577576
	Iteration 33Q: 3 clusters Score -68386.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -68386.312500 Penalty: 655.577576
	Iteration 34F: 3 clusters Score -68386.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -25163.716797 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -25163.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24696.382812 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -24696.38 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24824.804688 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -24824.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24882.537109 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -24882.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24926.826172 Penalty: 557.743591
	Iteration 3F: 3 clusters Score -24926.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24963.119141 Penalty: 557.743591
	Iteration 4F: 3 clusters Score -24963.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24999.687500 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -24999.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25016.708984 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -25016.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25032.455078 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -25032.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25046.474609 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -25046.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25057.527344 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -25057.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25081.830078 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -25081.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25095.261719 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -25095.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25113.695312 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -25113.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25130.976562 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -25130.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25138.498047 Penalty: 557.743591
	Iteration 14Q: 3 clusters Score -25138.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25143.324219 Penalty: 557.743591
	Iteration 15Q: 3 clusters Score -25143.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25151.324219 Penalty: 557.743591
	Iteration 16Q: 3 clusters Score -25151.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25155.552734 Penalty: 557.743591
	Iteration 17Q: 3 clusters Score -25155.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25160.046875 Penalty: 557.743591
	Iteration 18Q: 3 clusters Score -25160.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25162.037109 Penalty: 557.743591
	Iteration 19Q: 3 clusters Score -25162.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25169.933594 Penalty: 557.743591
	Iteration 20F: 3 clusters Score -25169.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25173.605469 Penalty: 557.743591
	Iteration 21Q: 3 clusters Score -25173.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25173.605469 Penalty: 557.743591
	Iteration 22F: 3 clusters Score -25173.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 84 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 197 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 73 members 
Mstep: Class 44 contains 101741 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 454 members 
Mstep: Class 47 contains 719 members 
Mstep: Class 48 contains 262 members 
Entering Unmasked Estep 
Score: -10138448.000000 Penalty: 26531.148438
Splitting cluster 22 changes total score from -10138600.000000 to -10138448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -7422.470215 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -7422.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7125.474609 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -7125.475 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7208.160645 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -7208.161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7233.404785 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -7233.405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7245.505859 Penalty: 504.254974
	Iteration 3Q: 3 clusters Score -7245.506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7253.130859 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -7253.131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7253.914062 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -7253.914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7256.705566 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -7256.706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7259.134766 Penalty: 504.254974
	Iteration 7Q: 3 clusters Score -7259.135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7260.968750 Penalty: 504.254974
	Iteration 8Q: 3 clusters Score -7260.969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7265.189941 Penalty: 504.254974
	Iteration 9Q: 3 clusters Score -7265.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7271.607910 Penalty: 504.254974
	Iteration 10Q: 3 clusters Score -7271.608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7273.100586 Penalty: 504.254974
	Iteration 11Q: 3 clusters Score -7273.101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7273.100586 Penalty: 504.254974
	Iteration 12F: 3 clusters Score -7273.101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -9532.678711 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -9532.679 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 105 members 
Entering Unmasked Estep 
Score: -9247.637695 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -9247.638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9311.985352 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -9311.985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9332.643555 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -9332.644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9335.631836 Penalty: 477.956909
	Iteration 3Q: 3 clusters Score -9335.632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9336.570312 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -9336.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9336.570312 Penalty: 477.956909
	Iteration 5F: 3 clusters Score -9336.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -9377.939453 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -9377.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9069.213867 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -9069.214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9153.812500 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -9153.812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9196.566406 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -9196.566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9209.353516 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -9209.354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9216.788086 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -9216.788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9218.711914 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -9218.712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9220.685547 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -9220.686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9220.685547 Penalty: 483.052338
	Iteration 7F: 3 clusters Score -9220.686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -4057.670166 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -4057.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -3791.762939 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -3791.763 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -3878.127686 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -3878.128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -3919.013428 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -3919.013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -3941.866943 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -3941.867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -3963.782715 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -3963.783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -3998.445068 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -3998.445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4011.308838 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -4011.309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4019.374023 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -4019.374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4028.728027 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -4028.728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -4029.688721 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -4029.689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4030.427246 Penalty: 487.449371
	Iteration 10Q: 3 clusters Score -4030.427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4030.427246 Penalty: 487.449371
	Iteration 11F: 3 clusters Score -4030.427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Entering Unmasked Estep 
Score: -167734.328125 Penalty: 363.663605
	Iteration 0F: 2 clusters Score -167734.3 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 1479 members 
Entering Unmasked Estep 
Score: -165677.968750 Penalty: 727.327209
	Iteration 0F: 3 clusters Score -165678 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -166522.156250 Penalty: 727.327209
	Iteration 1F: 3 clusters Score -166522.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -166747.531250 Penalty: 727.327209
	Iteration 2F: 3 clusters Score -166747.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -166948.109375 Penalty: 727.327209
	Iteration 3F: 3 clusters Score -166948.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -167092.546875 Penalty: 727.327209
	Iteration 4F: 3 clusters Score -167092.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -167230.687500 Penalty: 727.327209
	Iteration 5F: 3 clusters Score -167230.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -167363.765625 Penalty: 727.327209
	Iteration 6Q: 3 clusters Score -167363.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -167432.187500 Penalty: 727.327209
	Iteration 7Q: 3 clusters Score -167432.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -167483.062500 Penalty: 727.327209
	Iteration 8Q: 3 clusters Score -167483.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -167518.421875 Penalty: 727.327209
	Iteration 9Q: 3 clusters Score -167518.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -167532.937500 Penalty: 727.327209
	Iteration 10Q: 3 clusters Score -167532.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -167540.250000 Penalty: 727.327209
	Iteration 11Q: 3 clusters Score -167540.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -167542.718750 Penalty: 727.327209
	Iteration 12Q: 3 clusters Score -167542.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -167545.000000 Penalty: 727.327209
	Iteration 13Q: 3 clusters Score -167545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -167546.984375 Penalty: 727.327209
	Iteration 14Q: 3 clusters Score -167547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -167550.078125 Penalty: 727.327209
	Iteration 15Q: 3 clusters Score -167550.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -167553.453125 Penalty: 727.327209
	Iteration 16Q: 3 clusters Score -167553.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -167555.078125 Penalty: 727.327209
	Iteration 17Q: 3 clusters Score -167555.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -167556.375000 Penalty: 727.327209
	Iteration 18Q: 3 clusters Score -167556.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -167558.703125 Penalty: 727.327209
	Iteration 19Q: 3 clusters Score -167558.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -167562.015625 Penalty: 727.327209
	Iteration 20F: 3 clusters Score -167562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -167564.953125 Penalty: 727.327209
	Iteration 21Q: 3 clusters Score -167565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -167567.093750 Penalty: 727.327209
	Iteration 22Q: 3 clusters Score -167567.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -167569.390625 Penalty: 727.327209
	Iteration 23Q: 3 clusters Score -167569.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -167571.343750 Penalty: 727.327209
	Iteration 24Q: 3 clusters Score -167571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -167573.125000 Penalty: 727.327209
	Iteration 25Q: 3 clusters Score -167573.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -167575.796875 Penalty: 727.327209
	Iteration 26Q: 3 clusters Score -167575.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -167577.187500 Penalty: 727.327209
	Iteration 27Q: 3 clusters Score -167577.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -167579.406250 Penalty: 727.327209
	Iteration 28Q: 3 clusters Score -167579.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -167583.046875 Penalty: 727.327209
	Iteration 29Q: 3 clusters Score -167583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -167585.296875 Penalty: 727.327209
	Iteration 30Q: 3 clusters Score -167585.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -167585.968750 Penalty: 727.327209
	Iteration 31Q: 3 clusters Score -167586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -167587.687500 Penalty: 727.327209
	Iteration 32Q: 3 clusters Score -167587.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -167589.984375 Penalty: 727.327209
	Iteration 33Q: 3 clusters Score -167590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -167594.468750 Penalty: 727.327209
	Iteration 34Q: 3 clusters Score -167594.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -167597.343750 Penalty: 727.327209
	Iteration 35Q: 3 clusters Score -167597.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -167597.531250 Penalty: 727.327209
	Iteration 36Q: 3 clusters Score -167597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -167597.750000 Penalty: 727.327209
	Iteration 37Q: 3 clusters Score -167597.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -167598.515625 Penalty: 727.327209
	Iteration 38Q: 3 clusters Score -167598.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -167598.421875 Penalty: 727.327209
	Iteration 39Q: 3 clusters Score -167598.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -167599.093750 Penalty: 727.327209
	Iteration 40F: 3 clusters Score -167599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -167599.203125 Penalty: 727.327209
	Iteration 41Q: 3 clusters Score -167599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -167599.328125 Penalty: 727.327209
	Iteration 42Q: 3 clusters Score -167599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -167599.515625 Penalty: 727.327209
	Iteration 43Q: 3 clusters Score -167599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -167599.671875 Penalty: 727.327209
	Iteration 44Q: 3 clusters Score -167599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -167600.109375 Penalty: 727.327209
	Iteration 45Q: 3 clusters Score -167600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -167600.453125 Penalty: 727.327209
	Iteration 46Q: 3 clusters Score -167600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -167600.796875 Penalty: 727.327209
	Iteration 47Q: 3 clusters Score -167600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -167600.593750 Penalty: 727.327209
	Iteration 48Q: 3 clusters Score -167600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -167600.593750 Penalty: 727.327209
	Iteration 49F: 3 clusters Score -167600.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -46699.007812 Penalty: 307.493286
	Iteration 0F: 2 clusters Score -46699.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -45990.609375 Penalty: 614.986572
	Iteration 0F: 3 clusters Score -45990.61 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -46347.097656 Penalty: 614.986572
	Iteration 1F: 3 clusters Score -46347.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46519.984375 Penalty: 614.986572
	Iteration 2F: 3 clusters Score -46519.98 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -46655.230469 Penalty: 614.986572
	Iteration 3F: 3 clusters Score -46655.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -46742.460938 Penalty: 614.986572
	Iteration 4F: 3 clusters Score -46742.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -46761.019531 Penalty: 614.986572
	Iteration 5Q: 3 clusters Score -46761.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -46768.707031 Penalty: 614.986572
	Iteration 6Q: 3 clusters Score -46768.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -46774.199219 Penalty: 614.986572
	Iteration 7Q: 3 clusters Score -46774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -46775.375000 Penalty: 614.986572
	Iteration 8Q: 3 clusters Score -46775.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -46775.734375 Penalty: 614.986572
	Iteration 9Q: 3 clusters Score -46775.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -46775.734375 Penalty: 614.986572
	Iteration 10F: 3 clusters Score -46775.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 84 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 463 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 73 members 
Mstep: Class 44 contains 101741 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 454 members 
Mstep: Class 47 contains 719 members 
Mstep: Class 48 contains 398 members 
Entering Unmasked Estep 
Score: -10138541.000000 Penalty: 26531.148438
Splitting cluster 28 changes total score from -10138600.000000 to -10138541.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -11478.524414 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -11478.52 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 115 members 
Entering Unmasked Estep 
Score: -11186.921875 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -11186.92 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11388.700195 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -11388.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11431.363281 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -11431.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11478.154297 Penalty: 495.653107
	Iteration 3F: 3 clusters Score -11478.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11514.089844 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -11514.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11551.601562 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -11551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11563.942383 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -11563.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11587.864258 Penalty: 495.653107
	Iteration 7Q: 3 clusters Score -11587.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11587.864258 Penalty: 495.653107
	Iteration 8F: 3 clusters Score -11587.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 84 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 70 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 73 members 
Mstep: Class 44 contains 101741 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 454 members 
Mstep: Class 47 contains 719 members 
Mstep: Class 48 contains 162 members 
Entering Unmasked Estep 
Score: -10138505.000000 Penalty: 26531.148438
Splitting cluster 29 changes total score from -10138600.000000 to -10138505.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -15715.046875 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -15715.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15399.471680 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -15399.47 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15530.684570 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -15530.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15568.116211 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -15568.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15593.822266 Penalty: 523.194763
	Iteration 3F: 3 clusters Score -15593.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15605.827148 Penalty: 523.194763
	Iteration 4Q: 3 clusters Score -15605.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15609.332031 Penalty: 523.194763
	Iteration 5Q: 3 clusters Score -15609.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15612.085938 Penalty: 523.194763
	Iteration 6Q: 3 clusters Score -15612.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15614.170898 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -15614.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15619.482422 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -15619.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15620.294922 Penalty: 523.194763
	Iteration 9Q: 3 clusters Score -15620.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15620.294922 Penalty: 523.194763
	Iteration 10F: 3 clusters Score -15620.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -60772.332031 Penalty: 320.503510
	Iteration 0F: 2 clusters Score -60772.33 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 553 members 
Entering Unmasked Estep 
Score: -59896.488281 Penalty: 641.007019
	Iteration 0F: 3 clusters Score -59896.49 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -60212.117188 Penalty: 641.007019
	Iteration 1F: 3 clusters Score -60212.12 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -60292.453125 Penalty: 641.007019
	Iteration 2F: 3 clusters Score -60292.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60365.156250 Penalty: 641.007019
	Iteration 3F: 3 clusters Score -60365.16 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -60437.226562 Penalty: 641.007019
	Iteration 4F: 3 clusters Score -60437.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60502.226562 Penalty: 641.007019
	Iteration 5F: 3 clusters Score -60502.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -60539.480469 Penalty: 641.007019
	Iteration 6Q: 3 clusters Score -60539.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60563.960938 Penalty: 641.007019
	Iteration 7Q: 3 clusters Score -60563.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60580.953125 Penalty: 641.007019
	Iteration 8Q: 3 clusters Score -60580.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60593.039062 Penalty: 641.007019
	Iteration 9Q: 3 clusters Score -60593.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60600.367188 Penalty: 641.007019
	Iteration 10Q: 3 clusters Score -60600.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60603.722656 Penalty: 641.007019
	Iteration 11Q: 3 clusters Score -60603.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60607.218750 Penalty: 641.007019
	Iteration 12Q: 3 clusters Score -60607.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60609.167969 Penalty: 641.007019
	Iteration 13Q: 3 clusters Score -60609.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60609.132812 Penalty: 641.007019
	Iteration 14Q: 3 clusters Score -60609.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60609.132812 Penalty: 641.007019
	Iteration 15F: 3 clusters Score -60609.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -68155.335938 Penalty: 325.606049
	Iteration 0F: 2 clusters Score -68155.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -67200.320312 Penalty: 651.212097
	Iteration 0F: 3 clusters Score -67200.32 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -67661.265625 Penalty: 651.212097
	Iteration 1F: 3 clusters Score -67661.27 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -67814.515625 Penalty: 651.212097
	Iteration 2F: 3 clusters Score -67814.52 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -67890.507812 Penalty: 651.212097
	Iteration 3F: 3 clusters Score -67890.51 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -67936.976562 Penalty: 651.212097
	Iteration 4Q: 3 clusters Score -67936.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -67955.187500 Penalty: 651.212097
	Iteration 5Q: 3 clusters Score -67955.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -67965.070312 Penalty: 651.212097
	Iteration 6Q: 3 clusters Score -67965.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -67969.562500 Penalty: 651.212097
	Iteration 7Q: 3 clusters Score -67969.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -67970.640625 Penalty: 651.212097
	Iteration 8Q: 3 clusters Score -67970.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -67971.460938 Penalty: 651.212097
	Iteration 9Q: 3 clusters Score -67971.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -67972.085938 Penalty: 651.212097
	Iteration 10Q: 3 clusters Score -67972.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -67972.726562 Penalty: 651.212097
	Iteration 11Q: 3 clusters Score -67972.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -67972.812500 Penalty: 651.212097
	Iteration 12Q: 3 clusters Score -67972.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -67972.812500 Penalty: 651.212097
	Iteration 13F: 3 clusters Score -67972.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -10434.121094 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -10434.12 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 101 members 
Entering Unmasked Estep 
Score: -10148.526367 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -10148.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10257.432617 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -10257.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10321.979492 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -10321.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10339.453125 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -10339.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10354.390625 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -10354.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10372.909180 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -10372.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10387.930664 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -10387.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10396.740234 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -10396.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10407.045898 Penalty: 482.146881
	Iteration 8Q: 3 clusters Score -10407.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10411.473633 Penalty: 482.146881
	Iteration 9Q: 3 clusters Score -10411.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10411.473633 Penalty: 482.146881
	Iteration 10F: 3 clusters Score -10411.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -47042.714844 Penalty: 310.211304
	Iteration 0F: 2 clusters Score -47042.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -46298.773438 Penalty: 620.422607
	Iteration 0F: 3 clusters Score -46298.77 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -46646.976562 Penalty: 620.422607
	Iteration 1F: 3 clusters Score -46646.98 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -46793.855469 Penalty: 620.422607
	Iteration 2F: 3 clusters Score -46793.86 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46885.058594 Penalty: 620.422607
	Iteration 3F: 3 clusters Score -46885.06 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -46949.730469 Penalty: 620.422607
	Iteration 4F: 3 clusters Score -46949.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -46979.246094 Penalty: 620.422607
	Iteration 5Q: 3 clusters Score -46979.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -47000.378906 Penalty: 620.422607
	Iteration 6Q: 3 clusters Score -47000.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -47015.082031 Penalty: 620.422607
	Iteration 7Q: 3 clusters Score -47015.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -47029.343750 Penalty: 620.422607
	Iteration 8Q: 3 clusters Score -47029.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -47052.714844 Penalty: 620.422607
	Iteration 9Q: 3 clusters Score -47052.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -47067.804688 Penalty: 620.422607
	Iteration 10Q: 3 clusters Score -47067.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -47069.710938 Penalty: 620.422607
	Iteration 11Q: 3 clusters Score -47069.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -47073.046875 Penalty: 620.422607
	Iteration 12Q: 3 clusters Score -47073.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -47079.316406 Penalty: 620.422607
	Iteration 13Q: 3 clusters Score -47079.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -47096.214844 Penalty: 620.422607
	Iteration 14Q: 3 clusters Score -47096.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -47113.351562 Penalty: 620.422607
	Iteration 15Q: 3 clusters Score -47113.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -47128.945312 Penalty: 620.422607
	Iteration 16Q: 3 clusters Score -47128.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -47138.539062 Penalty: 620.422607
	Iteration 17Q: 3 clusters Score -47138.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -47144.996094 Penalty: 620.422607
	Iteration 18Q: 3 clusters Score -47145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -47154.328125 Penalty: 620.422607
	Iteration 19Q: 3 clusters Score -47154.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -47156.636719 Penalty: 620.422607
	Iteration 20F: 3 clusters Score -47156.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -47157.609375 Penalty: 620.422607
	Iteration 21Q: 3 clusters Score -47157.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -47158.414062 Penalty: 620.422607
	Iteration 22Q: 3 clusters Score -47158.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47158.984375 Penalty: 620.422607
	Iteration 23Q: 3 clusters Score -47158.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47158.984375 Penalty: 620.422607
	Iteration 24F: 3 clusters Score -47158.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 84 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 73 members 
Mstep: Class 44 contains 101741 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 454 members 
Mstep: Class 47 contains 719 members 
Mstep: Class 48 contains 551 members 
Entering Unmasked Estep 
Score: -10138591.000000 Penalty: 26531.148438
Splitting cluster 34 changes total score from -10138600.000000 to -10138591.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -35374.773438 Penalty: 296.013184
	Iteration 0F: 2 clusters Score -35374.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34760.136719 Penalty: 592.026367
	Iteration 0F: 3 clusters Score -34760.14 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35011.402344 Penalty: 592.026367
	Iteration 1F: 3 clusters Score -35011.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35238.355469 Penalty: 592.026367
	Iteration 2F: 3 clusters Score -35238.36 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35472.468750 Penalty: 592.026367
	Iteration 3F: 3 clusters Score -35472.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35560.265625 Penalty: 592.026367
	Iteration 4F: 3 clusters Score -35560.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -35682.679688 Penalty: 592.026367
	Iteration 5Q: 3 clusters Score -35682.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35830.148438 Penalty: 592.026367
	Iteration 6F: 3 clusters Score -35830.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35879.011719 Penalty: 592.026367
	Iteration 7Q: 3 clusters Score -35879.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35881.554688 Penalty: 592.026367
	Iteration 8Q: 3 clusters Score -35881.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -35881.769531 Penalty: 592.026367
	Iteration 9Q: 3 clusters Score -35881.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -35881.769531 Penalty: 592.026367
	Iteration 10F: 3 clusters Score -35881.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 84 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 73 members 
Mstep: Class 44 contains 101741 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 454 members 
Mstep: Class 47 contains 719 members 
Mstep: Class 48 contains 302 members 
Entering Unmasked Estep 
Score: -10138957.000000 Penalty: 26531.148438
Splitting cluster 35 changes total score from -10138600.000000 to -10138957.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 36 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -7842.610352 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -7842.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7593.204590 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -7593.205 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7703.993164 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -7703.993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7721.937500 Penalty: 463.531250
	Iteration 2Q: 3 clusters Score -7721.938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7726.207031 Penalty: 463.531250
	Iteration 3Q: 3 clusters Score -7726.207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7735.887695 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -7735.888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7771.096191 Penalty: 463.531250
	Iteration 5Q: 3 clusters Score -7771.096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7813.023438 Penalty: 463.531250
	Iteration 6Q: 3 clusters Score -7813.023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7828.738281 Penalty: 463.531250
	Iteration 7Q: 3 clusters Score -7828.738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7830.535156 Penalty: 463.531250
	Iteration 8Q: 3 clusters Score -7830.535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7831.673340 Penalty: 463.531250
	Iteration 9Q: 3 clusters Score -7831.673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7831.673340 Penalty: 463.531250
	Iteration 10F: 3 clusters Score -7831.673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -5086.154297 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -5086.154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4907.077148 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -4907.077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4980.075684 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -4980.076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5012.089844 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -5012.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5026.638184 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -5026.638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5031.952637 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -5031.953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5034.343262 Penalty: 436.416962
	Iteration 5Q: 3 clusters Score -5034.343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5034.343262 Penalty: 436.416962
	Iteration 6F: 3 clusters Score -5034.343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -26816.052734 Penalty: 282.673584
	Iteration 0F: 2 clusters Score -26816.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26360.775391 Penalty: 565.347168
	Iteration 0F: 3 clusters Score -26360.78 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26583.166016 Penalty: 565.347168
	Iteration 1F: 3 clusters Score -26583.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26666.855469 Penalty: 565.347168
	Iteration 2F: 3 clusters Score -26666.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26717.166016 Penalty: 565.347168
	Iteration 3F: 3 clusters Score -26717.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26804.931641 Penalty: 565.347168
	Iteration 4Q: 3 clusters Score -26804.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26885.353516 Penalty: 565.347168
	Iteration 5Q: 3 clusters Score -26885.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26936.607422 Penalty: 565.347168
	Iteration 6Q: 3 clusters Score -26936.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27007.994141 Penalty: 565.347168
	Iteration 7Q: 3 clusters Score -27007.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27040.234375 Penalty: 565.347168
	Iteration 8Q: 3 clusters Score -27040.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27058.750000 Penalty: 565.347168
	Iteration 9Q: 3 clusters Score -27058.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27071.509766 Penalty: 565.347168
	Iteration 10Q: 3 clusters Score -27071.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27073.535156 Penalty: 565.347168
	Iteration 11Q: 3 clusters Score -27073.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27074.009766 Penalty: 565.347168
	Iteration 12Q: 3 clusters Score -27074.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27074.009766 Penalty: 565.347168
	Iteration 13F: 3 clusters Score -27074.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 84 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 73 members 
Mstep: Class 44 contains 101741 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 454 members 
Mstep: Class 47 contains 719 members 
Mstep: Class 48 contains 302 members 
Mstep: Class 49 contains 248 members 
Entering Unmasked Estep 
Score: -10138952.000000 Penalty: 27083.880859
Splitting cluster 38 changes total score from -10138600.000000 to -10138952.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 39 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -73918.140625 Penalty: 329.351593
	Iteration 0F: 2 clusters Score -73918.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -72884.960938 Penalty: 658.703186
	Iteration 0F: 3 clusters Score -72884.96 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -73218.125000 Penalty: 658.703186
	Iteration 1F: 3 clusters Score -73218.12 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -73291.734375 Penalty: 658.703186
	Iteration 2F: 3 clusters Score -73291.73 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -73365.398438 Penalty: 658.703186
	Iteration 3F: 3 clusters Score -73365.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -73448.828125 Penalty: 658.703186
	Iteration 4F: 3 clusters Score -73448.83 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -73531.093750 Penalty: 658.703186
	Iteration 5F: 3 clusters Score -73531.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73581.875000 Penalty: 658.703186
	Iteration 6F: 3 clusters Score -73581.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73619.304688 Penalty: 658.703186
	Iteration 7Q: 3 clusters Score -73619.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73642.234375 Penalty: 658.703186
	Iteration 8Q: 3 clusters Score -73642.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73659.960938 Penalty: 658.703186
	Iteration 9Q: 3 clusters Score -73659.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73670.640625 Penalty: 658.703186
	Iteration 10Q: 3 clusters Score -73670.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73677.726562 Penalty: 658.703186
	Iteration 11Q: 3 clusters Score -73677.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -73688.734375 Penalty: 658.703186
	Iteration 12Q: 3 clusters Score -73688.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -73693.531250 Penalty: 658.703186
	Iteration 13Q: 3 clusters Score -73693.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -73700.046875 Penalty: 658.703186
	Iteration 14Q: 3 clusters Score -73700.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -73707.000000 Penalty: 658.703186
	Iteration 15Q: 3 clusters Score -73707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -73711.843750 Penalty: 658.703186
	Iteration 16Q: 3 clusters Score -73711.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -73715.945312 Penalty: 658.703186
	Iteration 17Q: 3 clusters Score -73715.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -73722.390625 Penalty: 658.703186
	Iteration 18Q: 3 clusters Score -73722.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -73726.289062 Penalty: 658.703186
	Iteration 19Q: 3 clusters Score -73726.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -73732.359375 Penalty: 658.703186
	Iteration 20F: 3 clusters Score -73732.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -73738.835938 Penalty: 658.703186
	Iteration 21Q: 3 clusters Score -73738.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -73748.164062 Penalty: 658.703186
	Iteration 22Q: 3 clusters Score -73748.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -73753.023438 Penalty: 658.703186
	Iteration 23Q: 3 clusters Score -73753.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -73758.796875 Penalty: 658.703186
	Iteration 24Q: 3 clusters Score -73758.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -73765.851562 Penalty: 658.703186
	Iteration 25Q: 3 clusters Score -73765.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -73772.273438 Penalty: 658.703186
	Iteration 26Q: 3 clusters Score -73772.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -73785.054688 Penalty: 658.703186
	Iteration 27Q: 3 clusters Score -73785.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -73791.210938 Penalty: 658.703186
	Iteration 28Q: 3 clusters Score -73791.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -73799.562500 Penalty: 658.703186
	Iteration 29Q: 3 clusters Score -73799.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -73804.218750 Penalty: 658.703186
	Iteration 30Q: 3 clusters Score -73804.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -73809.320312 Penalty: 658.703186
	Iteration 31Q: 3 clusters Score -73809.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -73814.093750 Penalty: 658.703186
	Iteration 32Q: 3 clusters Score -73814.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -73822.007812 Penalty: 658.703186
	Iteration 33Q: 3 clusters Score -73822.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -73826.148438 Penalty: 658.703186
	Iteration 34Q: 3 clusters Score -73826.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -73827.218750 Penalty: 658.703186
	Iteration 35Q: 3 clusters Score -73827.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -73827.218750 Penalty: 658.703186
	Iteration 36F: 3 clusters Score -73827.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Entering Unmasked Estep 
Score: -361896.343750 Penalty: 402.978058
	Iteration 0F: 2 clusters Score -361896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -357193.968750 Penalty: 805.956116
	Iteration 0F: 3 clusters Score -357194 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -359642.718750 Penalty: 805.956116
	Iteration 1F: 3 clusters Score -359642.7 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -360145.625000 Penalty: 805.956116
	Iteration 2F: 3 clusters Score -360145.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -360483.218750 Penalty: 805.956116
	Iteration 3F: 3 clusters Score -360483.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -360686.406250 Penalty: 805.956116
	Iteration 4F: 3 clusters Score -360686.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -360849.187500 Penalty: 805.956116
	Iteration 5Q: 3 clusters Score -360849.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -360995.031250 Penalty: 805.956116
	Iteration 6Q: 3 clusters Score -360995 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -361158.531250 Penalty: 805.956116
	Iteration 7Q: 3 clusters Score -361158.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -361305.031250 Penalty: 805.956116
	Iteration 8Q: 3 clusters Score -361305 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -361429.593750 Penalty: 805.956116
	Iteration 9Q: 3 clusters Score -361429.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -361556.812500 Penalty: 805.956116
	Iteration 10Q: 3 clusters Score -361556.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -361663.562500 Penalty: 805.956116
	Iteration 11Q: 3 clusters Score -361663.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -361753.750000 Penalty: 805.956116
	Iteration 12Q: 3 clusters Score -361753.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -361828.625000 Penalty: 805.956116
	Iteration 13Q: 3 clusters Score -361828.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -361903.562500 Penalty: 805.956116
	Iteration 14Q: 3 clusters Score -361903.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -361975.781250 Penalty: 805.956116
	Iteration 15Q: 3 clusters Score -361975.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -362042.375000 Penalty: 805.956116
	Iteration 16Q: 3 clusters Score -362042.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -362093.562500 Penalty: 805.956116
	Iteration 17Q: 3 clusters Score -362093.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -362131.906250 Penalty: 805.956116
	Iteration 18Q: 3 clusters Score -362131.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -362167.750000 Penalty: 805.956116
	Iteration 19Q: 3 clusters Score -362167.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -362207.218750 Penalty: 805.956116
	Iteration 20F: 3 clusters Score -362207.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -362247.906250 Penalty: 805.956116
	Iteration 21Q: 3 clusters Score -362247.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -362278.968750 Penalty: 805.956116
	Iteration 22Q: 3 clusters Score -362279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -362290.125000 Penalty: 805.956116
	Iteration 23Q: 3 clusters Score -362290.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -362299.437500 Penalty: 805.956116
	Iteration 24Q: 3 clusters Score -362299.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -362320.281250 Penalty: 805.956116
	Iteration 25Q: 3 clusters Score -362320.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -362342.968750 Penalty: 805.956116
	Iteration 26Q: 3 clusters Score -362343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -362360.156250 Penalty: 805.956116
	Iteration 27Q: 3 clusters Score -362360.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -362381.437500 Penalty: 805.956116
	Iteration 28Q: 3 clusters Score -362381.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -362402.406250 Penalty: 805.956116
	Iteration 29Q: 3 clusters Score -362402.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -362425.562500 Penalty: 805.956116
	Iteration 30Q: 3 clusters Score -362425.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -362448.531250 Penalty: 805.956116
	Iteration 31Q: 3 clusters Score -362448.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -362468.500000 Penalty: 805.956116
	Iteration 32Q: 3 clusters Score -362468.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -362485.125000 Penalty: 805.956116
	Iteration 33Q: 3 clusters Score -362485.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -362495.125000 Penalty: 805.956116
	Iteration 34Q: 3 clusters Score -362495.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -362514.156250 Penalty: 805.956116
	Iteration 35Q: 3 clusters Score -362514.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -362534.781250 Penalty: 805.956116
	Iteration 36Q: 3 clusters Score -362534.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -362542.562500 Penalty: 805.956116
	Iteration 37Q: 3 clusters Score -362542.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -362547.687500 Penalty: 805.956116
	Iteration 38Q: 3 clusters Score -362547.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -362550.406250 Penalty: 805.956116
	Iteration 39Q: 3 clusters Score -362550.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -362551.750000 Penalty: 805.956116
	Iteration 40F: 3 clusters Score -362551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -362552.750000 Penalty: 805.956116
	Iteration 41Q: 3 clusters Score -362552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -362552.968750 Penalty: 805.956116
	Iteration 42Q: 3 clusters Score -362553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -362552.968750 Penalty: 805.956116
	Iteration 43F: 3 clusters Score -362553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 84 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 430 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 73 members 
Mstep: Class 44 contains 101741 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 454 members 
Mstep: Class 47 contains 719 members 
Mstep: Class 48 contains 302 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 6591 members 
Entering Unmasked Estep 
Score: -10139459.000000 Penalty: 27636.613281
Splitting cluster 40 changes total score from -10138600.000000 to -10139459.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 42 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -14020.182617 Penalty: 255.397339
	Iteration 0F: 2 clusters Score -14020.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13683.983398 Penalty: 510.794678
	Iteration 0F: 3 clusters Score -13683.98 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13797.597656 Penalty: 510.794678
	Iteration 1F: 3 clusters Score -13797.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13850.613281 Penalty: 510.794678
	Iteration 2F: 3 clusters Score -13850.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13868.882812 Penalty: 510.794678
	Iteration 3F: 3 clusters Score -13868.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13886.127930 Penalty: 510.794678
	Iteration 4Q: 3 clusters Score -13886.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13896.378906 Penalty: 510.794678
	Iteration 5Q: 3 clusters Score -13896.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13902.647461 Penalty: 510.794678
	Iteration 6Q: 3 clusters Score -13902.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13905.758789 Penalty: 510.794678
	Iteration 7Q: 3 clusters Score -13905.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13908.723633 Penalty: 510.794678
	Iteration 8Q: 3 clusters Score -13908.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13910.227539 Penalty: 510.794678
	Iteration 9Q: 3 clusters Score -13910.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13910.526367 Penalty: 510.794678
	Iteration 10Q: 3 clusters Score -13910.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13910.526367 Penalty: 510.794678
	Iteration 11F: 3 clusters Score -13910.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 84 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 430 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 43. Lose 382.753204 but Gain 552.732422
Score: -10140059.000000 Penalty: 27083.880859
Iteration 159Q: 50 clusters Score -1.014006e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37737 members 
Mstep: Class 5 contains 227 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 7024 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 659 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 91 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 8061 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 1346 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 2944 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 233 members 
Mstep: Class 30 contains 312 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 913 members 
Mstep: Class 35 contains 378 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 265 members 
Mstep: Class 39 contains 1390 members 
Mstep: Class 40 contains 437 members 
Mstep: Class 41 contains 265 members 
Mstep: Class 42 contains 264 members 
Mstep: Class 44 contains 101682 members 
Mstep: Class 45 contains 184 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 696 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 6432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 499.483002 but Gain 552.732422
Score: -10140716.000000 Penalty: 26531.148438
Iteration 160F: 49 clusters Score -1.014072e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37706 members 
Mstep: Class 5 contains 229 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 7023 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 8050 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 682 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 21 contains 1335 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 2926 members 
Mstep: Class 28 contains 856 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 1335 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 901 members 
Mstep: Class 35 contains 376 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 433 members 
Mstep: Class 41 contains 267 members 
Mstep: Class 42 contains 263 members 
Mstep: Class 44 contains 101678 members 
Mstep: Class 45 contains 199 members 
Mstep: Class 46 contains 587 members 
Mstep: Class 47 contains 745 members 
Mstep: Class 48 contains 291 members 
Mstep: Class 49 contains 249 members 
Mstep: Class 50 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141123.000000 Penalty: 26531.148438
Iteration 161Q: 49 clusters Score -1.014112e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 438 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37678 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 7029 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 660 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8043 members 
Mstep: Class 18 contains 229 members 
Mstep: Class 19 contains 687 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 220 members 
Mstep: Class 27 contains 2919 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 230 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 1345 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 888 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1385 members 
Mstep: Class 40 contains 433 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 265 members 
Mstep: Class 44 contains 101682 members 
Mstep: Class 45 contains 202 members 
Mstep: Class 46 contains 623 members 
Mstep: Class 47 contains 764 members 
Mstep: Class 48 contains 289 members 
Mstep: Class 49 contains 249 members 
Mstep: Class 50 contains 6305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141242.000000 Penalty: 26531.148438
Iteration 162Q: 49 clusters Score -1.014124e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 452 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37651 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 661 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 8040 members 
Mstep: Class 18 contains 236 members 
Mstep: Class 19 contains 695 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 221 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 227 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 1348 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 376 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1381 members 
Mstep: Class 40 contains 433 members 
Mstep: Class 41 contains 272 members 
Mstep: Class 42 contains 265 members 
Mstep: Class 44 contains 101681 members 
Mstep: Class 45 contains 203 members 
Mstep: Class 46 contains 655 members 
Mstep: Class 47 contains 772 members 
Mstep: Class 48 contains 291 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 6262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141355.000000 Penalty: 26531.148438
Iteration 163Q: 49 clusters Score -1.014136e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 462 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37632 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 7051 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 587 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 660 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 8037 members 
Mstep: Class 18 contains 237 members 
Mstep: Class 19 contains 700 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 220 members 
Mstep: Class 27 contains 2914 members 
Mstep: Class 28 contains 856 members 
Mstep: Class 29 contains 227 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 1356 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 262 members 
Mstep: Class 44 contains 101684 members 
Mstep: Class 45 contains 204 members 
Mstep: Class 46 contains 669 members 
Mstep: Class 47 contains 780 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 6228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141454.000000 Penalty: 26531.148438
Iteration 164Q: 49 clusters Score -1.014145e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37622 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 7049 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 586 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 659 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 15 contains 702 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 8034 members 
Mstep: Class 18 contains 237 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 221 members 
Mstep: Class 27 contains 2916 members 
Mstep: Class 28 contains 849 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1156 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 376 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 272 members 
Mstep: Class 42 contains 259 members 
Mstep: Class 44 contains 101687 members 
Mstep: Class 45 contains 205 members 
Mstep: Class 46 contains 694 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 298 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 6186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141515.000000 Penalty: 26531.148438
Iteration 165Q: 49 clusters Score -1.014152e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7042 members 
Mstep: Class 8 contains 1419 members 
Mstep: Class 9 contains 587 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 628 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 251 members 
Mstep: Class 17 contains 8035 members 
Mstep: Class 18 contains 237 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 1940 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 220 members 
Mstep: Class 27 contains 2911 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 1372 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 868 members 
Mstep: Class 35 contains 376 members 
Mstep: Class 36 contains 165 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 256 members 
Mstep: Class 44 contains 101694 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 722 members 
Mstep: Class 47 contains 812 members 
Mstep: Class 48 contains 303 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 6146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141578.000000 Penalty: 26531.148438
Iteration 166Q: 49 clusters Score -1.014158e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 471 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7042 members 
Mstep: Class 8 contains 1414 members 
Mstep: Class 9 contains 586 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 722 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8035 members 
Mstep: Class 18 contains 237 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 1307 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 221 members 
Mstep: Class 27 contains 2909 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 220 members 
Mstep: Class 30 contains 308 members 
Mstep: Class 31 contains 1157 members 
Mstep: Class 32 contains 1377 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 862 members 
Mstep: Class 35 contains 376 members 
Mstep: Class 36 contains 166 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 253 members 
Mstep: Class 44 contains 101699 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 745 members 
Mstep: Class 47 contains 813 members 
Mstep: Class 48 contains 311 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 6114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141627.000000 Penalty: 26531.148438
Iteration 167Q: 49 clusters Score -1.014163e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37584 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7048 members 
Mstep: Class 8 contains 1411 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 251 members 
Mstep: Class 17 contains 8033 members 
Mstep: Class 18 contains 237 members 
Mstep: Class 19 contains 731 members 
Mstep: Class 20 contains 1947 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 221 members 
Mstep: Class 27 contains 2910 members 
Mstep: Class 28 contains 834 members 
Mstep: Class 29 contains 218 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1157 members 
Mstep: Class 32 contains 1376 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 376 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 249 members 
Mstep: Class 44 contains 101706 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 777 members 
Mstep: Class 47 contains 820 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141683.000000 Penalty: 26531.148438
Iteration 168Q: 49 clusters Score -1.014168e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37573 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7053 members 
Mstep: Class 8 contains 1408 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8029 members 
Mstep: Class 18 contains 237 members 
Mstep: Class 19 contains 733 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 2915 members 
Mstep: Class 28 contains 824 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1157 members 
Mstep: Class 32 contains 1378 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 840 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 271 members 
Mstep: Class 42 contains 248 members 
Mstep: Class 44 contains 101711 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 810 members 
Mstep: Class 47 contains 821 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141721.000000 Penalty: 26531.148438
Iteration 169Q: 49 clusters Score -1.014172e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37567 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7054 members 
Mstep: Class 8 contains 1406 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 614 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8022 members 
Mstep: Class 18 contains 237 members 
Mstep: Class 19 contains 740 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 2920 members 
Mstep: Class 28 contains 815 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1157 members 
Mstep: Class 32 contains 1381 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 248 members 
Mstep: Class 44 contains 101715 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 838 members 
Mstep: Class 47 contains 817 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 6009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141759.000000 Penalty: 26531.148438
Iteration 170Q: 49 clusters Score -1.014176e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37562 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 1404 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 612 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 8017 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 739 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 2926 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1157 members 
Mstep: Class 32 contains 1384 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 829 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 248 members 
Mstep: Class 44 contains 101718 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 867 members 
Mstep: Class 47 contains 818 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141787.000000 Penalty: 26531.148438
Iteration 171Q: 49 clusters Score -1.014179e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37558 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 612 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 8015 members 
Mstep: Class 18 contains 237 members 
Mstep: Class 19 contains 739 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 2928 members 
Mstep: Class 28 contains 797 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1157 members 
Mstep: Class 32 contains 1391 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 826 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 248 members 
Mstep: Class 44 contains 101719 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 897 members 
Mstep: Class 47 contains 819 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 5924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141838.000000 Penalty: 26531.148438
Iteration 172Q: 49 clusters Score -1.014184e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37554 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7053 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 613 members 
Mstep: Class 15 contains 796 members 
Mstep: Class 16 contains 251 members 
Mstep: Class 17 contains 8013 members 
Mstep: Class 18 contains 237 members 
Mstep: Class 19 contains 739 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 2928 members 
Mstep: Class 28 contains 796 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1157 members 
Mstep: Class 32 contains 1400 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 819 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 248 members 
Mstep: Class 44 contains 101721 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 920 members 
Mstep: Class 47 contains 821 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 5883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141870.000000 Penalty: 26531.148438
Iteration 173Q: 49 clusters Score -1.014187e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37544 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7050 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 614 members 
Mstep: Class 15 contains 804 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8009 members 
Mstep: Class 18 contains 237 members 
Mstep: Class 19 contains 739 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2930 members 
Mstep: Class 28 contains 796 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1159 members 
Mstep: Class 32 contains 1404 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 816 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101721 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 938 members 
Mstep: Class 47 contains 824 members 
Mstep: Class 48 contains 322 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 5850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141895.000000 Penalty: 26531.148438
Iteration 174Q: 49 clusters Score -1.01419e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37543 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7046 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 15 contains 808 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8006 members 
Mstep: Class 18 contains 237 members 
Mstep: Class 19 contains 740 members 
Mstep: Class 20 contains 1995 members 
Mstep: Class 21 contains 1349 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2932 members 
Mstep: Class 28 contains 797 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 1405 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 813 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1375 members 
Mstep: Class 40 contains 434 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101721 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 958 members 
Mstep: Class 47 contains 824 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 5815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141921.000000 Penalty: 26531.148438
Iteration 175Q: 49 clusters Score -1.014192e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37543 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7046 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 15 contains 812 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 8001 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 739 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 797 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 1406 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 811 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 273 members 
Mstep: Class 39 contains 1375 members 
Mstep: Class 40 contains 435 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101720 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 972 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 5774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141954.000000 Penalty: 26531.148438
Iteration 176Q: 49 clusters Score -1.014195e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37541 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7042 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7999 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 740 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 1360 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2938 members 
Mstep: Class 28 contains 798 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 1408 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 809 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 1375 members 
Mstep: Class 40 contains 434 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101720 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 5740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141917.000000 Penalty: 26531.148438
Iteration 177Q: 49 clusters Score -1.014192e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37538 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7042 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7998 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 740 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2940 members 
Mstep: Class 28 contains 797 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 1405 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 810 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 1375 members 
Mstep: Class 40 contains 434 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101719 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 995 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 5712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141943.000000 Penalty: 26531.148438
Iteration 178Q: 49 clusters Score -1.014194e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37537 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7042 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 15 contains 836 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7997 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 740 members 
Mstep: Class 20 contains 2057 members 
Mstep: Class 21 contains 1367 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2941 members 
Mstep: Class 28 contains 796 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 1408 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 808 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 273 members 
Mstep: Class 39 contains 1375 members 
Mstep: Class 40 contains 436 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101718 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1004 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 5684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141956.000000 Penalty: 26531.148438
Iteration 179Q: 49 clusters Score -1.014196e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37536 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7042 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7995 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 740 members 
Mstep: Class 20 contains 2070 members 
Mstep: Class 21 contains 1368 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 796 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 1409 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 808 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 273 members 
Mstep: Class 39 contains 1375 members 
Mstep: Class 40 contains 439 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101718 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141957.000000 Penalty: 26531.148438
Iteration 180F: 49 clusters Score -1.014196e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37536 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7041 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7993 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 741 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 1369 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2941 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 1410 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 806 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1375 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101718 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1024 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 247 members 
Mstep: Class 50 contains 5632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141978.000000 Penalty: 26531.148438
Iteration 181Q: 49 clusters Score -1.014198e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37536 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 618 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 743 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 21 contains 1369 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2941 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1162 members 
Mstep: Class 32 contains 1410 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 801 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 272 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 443 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101718 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1027 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141982.000000 Penalty: 26531.148438
Iteration 182Q: 49 clusters Score -1.014198e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37534 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7033 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 15 contains 847 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2941 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 1412 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 798 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 445 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101718 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141976.000000 Penalty: 26531.148438
Iteration 183Q: 49 clusters Score -1.014198e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37531 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 15 contains 848 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 1372 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1410 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 449 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101715 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1033 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141970.000000 Penalty: 26531.148438
Iteration 184Q: 49 clusters Score -1.014197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 852 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2124 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 793 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 454 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101715 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1034 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141995.000000 Penalty: 26531.148438
Iteration 185Q: 49 clusters Score -1.0142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 853 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2129 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 793 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 456 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1035 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142000.000000 Penalty: 26531.148438
Iteration 186Q: 49 clusters Score -1.0142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37528 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 853 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7991 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 793 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 457 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1035 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142017.000000 Penalty: 26531.148438
Iteration 187Q: 49 clusters Score -1.014202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 854 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2141 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1409 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 458 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1036 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141997.000000 Penalty: 26531.148438
Iteration 188Q: 49 clusters Score -1.0142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2144 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1409 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1035 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141998.000000 Penalty: 26531.148438
Iteration 189Q: 49 clusters Score -1.0142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2146 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 793 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1409 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 789 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1037 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141999.000000 Penalty: 26531.148438
Iteration 190Q: 49 clusters Score -1.0142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2147 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 793 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1410 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 789 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 469 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1040 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142008.000000 Penalty: 26531.148438
Iteration 191Q: 49 clusters Score -1.014201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2147 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 793 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 473 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1041 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142014.000000 Penalty: 26531.148438
Iteration 192Q: 49 clusters Score -1.014201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2147 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 793 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1412 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 474 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1042 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142017.000000 Penalty: 26531.148438
Iteration 193Q: 49 clusters Score -1.014202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2148 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 793 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 475 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1042 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142010.000000 Penalty: 26531.148438
Iteration 194Q: 49 clusters Score -1.014201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 793 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 477 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1042 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142021.000000 Penalty: 26531.148438
Iteration 195Q: 49 clusters Score -1.014202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 793 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1043 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142022.000000 Penalty: 26531.148438
Iteration 196Q: 49 clusters Score -1.014202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142011.000000 Penalty: 26531.148438
Iteration 197Q: 49 clusters Score -1.014201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142020.000000 Penalty: 26531.148438
Iteration 198Q: 49 clusters Score -1.014202e+07 nChanged 0
Entering ConstructFrom: 
Score: -10142020.000000 Penalty: 26531.148438
Entering ConstructFrom: 
Trying to split cluster 1 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -20717.136719 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -20717.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20291.625000 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -20291.62 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20487.421875 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -20487.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20612.041016 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -20612.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20720.716797 Penalty: 552.856506
	Iteration 3F: 3 clusters Score -20720.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20828.097656 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -20828.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20933.009766 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -20933.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20941.810547 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -20941.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20947.767578 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -20947.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20951.109375 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -20951.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20956.384766 Penalty: 552.856506
	Iteration 9Q: 3 clusters Score -20956.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20961.544922 Penalty: 552.856506
	Iteration 10Q: 3 clusters Score -20961.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20964.396484 Penalty: 552.856506
	Iteration 11Q: 3 clusters Score -20964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20965.251953 Penalty: 552.856506
	Iteration 12Q: 3 clusters Score -20965.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20965.251953 Penalty: 552.856506
	Iteration 13F: 3 clusters Score -20965.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141981.000000 Penalty: 27083.880859
Splitting cluster 1 changes total score from -10142020.000000 to -10141981.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -20572.638672 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -20572.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20142.568359 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -20142.57 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20400.142578 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -20400.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20443.857422 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -20443.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20466.115234 Penalty: 561.434570
	Iteration 3Q: 3 clusters Score -20466.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -20497.316406 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -20497.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -20511.351562 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -20511.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20515.507812 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -20515.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -20521.376953 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -20521.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -20524.855469 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -20524.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -20529.326172 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -20529.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -20531.554688 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -20531.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -20533.960938 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -20533.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -20535.884766 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -20535.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20538.242188 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -20538.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20540.134766 Penalty: 561.434570
	Iteration 14Q: 3 clusters Score -20540.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20540.656250 Penalty: 561.434570
	Iteration 15Q: 3 clusters Score -20540.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20540.656250 Penalty: 561.434570
	Iteration 16F: 3 clusters Score -20540.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9504.167969 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9504.168 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 85 members 
Entering Unmasked Estep 
Score: -9235.852539 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9235.853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9316.158203 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9316.158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9396.816406 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9396.816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9523.486328 Penalty: 471.542328
	Iteration 3F: 3 clusters Score -9523.486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9577.862305 Penalty: 471.542328
	Iteration 4F: 3 clusters Score -9577.862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9605.729492 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -9605.729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9624.067383 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -9624.067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9644.584961 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -9644.585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9648.749023 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -9648.749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9648.749023 Penalty: 471.542328
	Iteration 9F: 3 clusters Score -9648.749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 41 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 137 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141845.000000 Penalty: 27083.880859
Splitting cluster 3 changes total score from -10142020.000000 to -10141845.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (37529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Entering Unmasked Estep 
Score: -2010577.500000 Penalty: 479.245544
	Iteration 0F: 2 clusters Score -2010578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -1985370.750000 Penalty: 958.491089
	Iteration 0F: 3 clusters Score -1985371 nChanged 18204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -1996589.750000 Penalty: 958.491089
	Iteration 1F: 3 clusters Score -1996590 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -1997593.750000 Penalty: 958.491089
	Iteration 2F: 3 clusters Score -1997594 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -1999035.750000 Penalty: 958.491089
	Iteration 3F: 3 clusters Score -1999036 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -2000899.875000 Penalty: 958.491089
	Iteration 4F: 3 clusters Score -2000900 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -2003109.875000 Penalty: 958.491089
	Iteration 5F: 3 clusters Score -2003110 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -2005003.750000 Penalty: 958.491089
	Iteration 6F: 3 clusters Score -2005004 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -2006095.375000 Penalty: 958.491089
	Iteration 7Q: 3 clusters Score -2006095 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -2006620.250000 Penalty: 958.491089
	Iteration 8Q: 3 clusters Score -2006620 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -2006989.500000 Penalty: 958.491089
	Iteration 9Q: 3 clusters Score -2006990 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -2007267.125000 Penalty: 958.491089
	Iteration 10Q: 3 clusters Score -2007267 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -2007536.750000 Penalty: 958.491089
	Iteration 11Q: 3 clusters Score -2007537 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -2007791.125000 Penalty: 958.491089
	Iteration 12Q: 3 clusters Score -2007791 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -2007989.625000 Penalty: 958.491089
	Iteration 13Q: 3 clusters Score -2007990 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -2008147.625000 Penalty: 958.491089
	Iteration 14Q: 3 clusters Score -2008148 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -2008317.875000 Penalty: 958.491089
	Iteration 15Q: 3 clusters Score -2008318 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -2008438.125000 Penalty: 958.491089
	Iteration 16Q: 3 clusters Score -2008438 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -2008521.000000 Penalty: 958.491089
	Iteration 17Q: 3 clusters Score -2008521 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -2008597.125000 Penalty: 958.491089
	Iteration 18Q: 3 clusters Score -2008597 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -2008636.125000 Penalty: 958.491089
	Iteration 19Q: 3 clusters Score -2008636 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -2008663.750000 Penalty: 958.491089
	Iteration 20F: 3 clusters Score -2008664 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -2008694.000000 Penalty: 958.491089
	Iteration 21Q: 3 clusters Score -2008694 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -2008708.250000 Penalty: 958.491089
	Iteration 22Q: 3 clusters Score -2008708 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -2008732.000000 Penalty: 958.491089
	Iteration 23Q: 3 clusters Score -2008732 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -2008739.250000 Penalty: 958.491089
	Iteration 24Q: 3 clusters Score -2008739 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -2008763.750000 Penalty: 958.491089
	Iteration 25Q: 3 clusters Score -2008764 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -2008777.000000 Penalty: 958.491089
	Iteration 26Q: 3 clusters Score -2008777 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -2008800.375000 Penalty: 958.491089
	Iteration 27Q: 3 clusters Score -2008800 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -2008823.500000 Penalty: 958.491089
	Iteration 28Q: 3 clusters Score -2008824 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -2008848.875000 Penalty: 958.491089
	Iteration 29Q: 3 clusters Score -2008849 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -2008871.000000 Penalty: 958.491089
	Iteration 30Q: 3 clusters Score -2008871 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -2008907.625000 Penalty: 958.491089
	Iteration 31Q: 3 clusters Score -2008908 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -2008941.000000 Penalty: 958.491089
	Iteration 32Q: 3 clusters Score -2008941 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -2008973.375000 Penalty: 958.491089
	Iteration 33Q: 3 clusters Score -2008973 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -2009007.375000 Penalty: 958.491089
	Iteration 34Q: 3 clusters Score -2009007 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -2009050.250000 Penalty: 958.491089
	Iteration 35Q: 3 clusters Score -2009050 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -2009092.250000 Penalty: 958.491089
	Iteration 36Q: 3 clusters Score -2009092 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -2009128.500000 Penalty: 958.491089
	Iteration 37Q: 3 clusters Score -2009128 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -2009185.250000 Penalty: 958.491089
	Iteration 38Q: 3 clusters Score -2009185 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -2009245.625000 Penalty: 958.491089
	Iteration 39Q: 3 clusters Score -2009246 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -2009309.250000 Penalty: 958.491089
	Iteration 40F: 3 clusters Score -2009309 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -2009368.625000 Penalty: 958.491089
	Iteration 41Q: 3 clusters Score -2009369 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -2009429.500000 Penalty: 958.491089
	Iteration 42Q: 3 clusters Score -2009430 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -2009490.500000 Penalty: 958.491089
	Iteration 43Q: 3 clusters Score -2009490 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -2009568.000000 Penalty: 958.491089
	Iteration 44Q: 3 clusters Score -2009568 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -2009645.250000 Penalty: 958.491089
	Iteration 45Q: 3 clusters Score -2009645 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -2009734.625000 Penalty: 958.491089
	Iteration 46Q: 3 clusters Score -2009735 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -2009813.625000 Penalty: 958.491089
	Iteration 47Q: 3 clusters Score -2009814 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -2009877.750000 Penalty: 958.491089
	Iteration 48Q: 3 clusters Score -2009878 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -2009929.750000 Penalty: 958.491089
	Iteration 49Q: 3 clusters Score -2009930 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -2009979.750000 Penalty: 958.491089
	Iteration 50Q: 3 clusters Score -2009980 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -2010038.625000 Penalty: 958.491089
	Iteration 51Q: 3 clusters Score -2010039 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -2010072.125000 Penalty: 958.491089
	Iteration 52Q: 3 clusters Score -2010072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -2010099.750000 Penalty: 958.491089
	Iteration 53Q: 3 clusters Score -2010100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -2010114.250000 Penalty: 958.491089
	Iteration 54Q: 3 clusters Score -2010114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -2010136.750000 Penalty: 958.491089
	Iteration 55Q: 3 clusters Score -2010137 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -2010157.500000 Penalty: 958.491089
	Iteration 56Q: 3 clusters Score -2010158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -2010179.875000 Penalty: 958.491089
	Iteration 57Q: 3 clusters Score -2010180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -2010193.750000 Penalty: 958.491089
	Iteration 58Q: 3 clusters Score -2010194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -2010204.500000 Penalty: 958.491089
	Iteration 59Q: 3 clusters Score -2010204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -2010208.625000 Penalty: 958.491089
	Iteration 60F: 3 clusters Score -2010209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -2010214.000000 Penalty: 958.491089
	Iteration 61Q: 3 clusters Score -2010214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -2010219.750000 Penalty: 958.491089
	Iteration 62Q: 3 clusters Score -2010220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -2010220.625000 Penalty: 958.491089
	Iteration 63Q: 3 clusters Score -2010221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -2010224.250000 Penalty: 958.491089
	Iteration 64Q: 3 clusters Score -2010224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -2010227.750000 Penalty: 958.491089
	Iteration 65Q: 3 clusters Score -2010228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -2010229.250000 Penalty: 958.491089
	Iteration 66Q: 3 clusters Score -2010229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -2010227.500000 Penalty: 958.491089
	Iteration 67Q: 3 clusters Score -2010228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -2010230.625000 Penalty: 958.491089
	Iteration 68Q: 3 clusters Score -2010231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -2010229.875000 Penalty: 958.491089
	Iteration 69Q: 3 clusters Score -2010230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -2010231.625000 Penalty: 958.491089
	Iteration 70Q: 3 clusters Score -2010232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -2010235.250000 Penalty: 958.491089
	Iteration 71Q: 3 clusters Score -2010235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -2010234.125000 Penalty: 958.491089
	Iteration 72Q: 3 clusters Score -2010234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -2010235.250000 Penalty: 958.491089
	Iteration 73Q: 3 clusters Score -2010235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -2010243.250000 Penalty: 958.491089
	Iteration 74Q: 3 clusters Score -2010243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -2010245.875000 Penalty: 958.491089
	Iteration 75Q: 3 clusters Score -2010246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -2010248.250000 Penalty: 958.491089
	Iteration 76Q: 3 clusters Score -2010248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -2010248.500000 Penalty: 958.491089
	Iteration 77Q: 3 clusters Score -2010248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -2010250.375000 Penalty: 958.491089
	Iteration 78Q: 3 clusters Score -2010250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -2010251.875000 Penalty: 958.491089
	Iteration 79Q: 3 clusters Score -2010252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -2010251.875000 Penalty: 958.491089
	Iteration 80F: 3 clusters Score -2010252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -12344.965820 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -12344.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12030.387695 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -12030.39 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12163.687500 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -12163.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12226.799805 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -12226.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12239.774414 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -12239.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12252.232422 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -12252.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12260.638672 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -12260.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12277.702148 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -12277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12285.704102 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -12285.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12290.260742 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -12290.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12290.916992 Penalty: 498.738159
	Iteration 9Q: 3 clusters Score -12290.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12290.916992 Penalty: 498.738159
	Iteration 10F: 3 clusters Score -12290.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -185534.437500 Penalty: 366.912354
	Iteration 0F: 2 clusters Score -185534.4 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: -183331.078125 Penalty: 733.824707
	Iteration 0F: 3 clusters Score -183331.1 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -184079.843750 Penalty: 733.824707
	Iteration 1F: 3 clusters Score -184079.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -184190.000000 Penalty: 733.824707
	Iteration 2F: 3 clusters Score -184190 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -184264.125000 Penalty: 733.824707
	Iteration 3F: 3 clusters Score -184264.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -184328.250000 Penalty: 733.824707
	Iteration 4Q: 3 clusters Score -184328.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -184393.625000 Penalty: 733.824707
	Iteration 5Q: 3 clusters Score -184393.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -184461.562500 Penalty: 733.824707
	Iteration 6Q: 3 clusters Score -184461.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -184545.296875 Penalty: 733.824707
	Iteration 7Q: 3 clusters Score -184545.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -184636.156250 Penalty: 733.824707
	Iteration 8Q: 3 clusters Score -184636.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -184727.609375 Penalty: 733.824707
	Iteration 9Q: 3 clusters Score -184727.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -184826.906250 Penalty: 733.824707
	Iteration 10Q: 3 clusters Score -184826.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -184913.187500 Penalty: 733.824707
	Iteration 11Q: 3 clusters Score -184913.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -184981.031250 Penalty: 733.824707
	Iteration 12Q: 3 clusters Score -184981 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -185032.718750 Penalty: 733.824707
	Iteration 13Q: 3 clusters Score -185032.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -185072.062500 Penalty: 733.824707
	Iteration 14Q: 3 clusters Score -185072.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -185104.921875 Penalty: 733.824707
	Iteration 15Q: 3 clusters Score -185104.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -185131.062500 Penalty: 733.824707
	Iteration 16Q: 3 clusters Score -185131.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -185146.453125 Penalty: 733.824707
	Iteration 17Q: 3 clusters Score -185146.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -185162.906250 Penalty: 733.824707
	Iteration 18Q: 3 clusters Score -185162.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -185176.984375 Penalty: 733.824707
	Iteration 19Q: 3 clusters Score -185177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -185183.718750 Penalty: 733.824707
	Iteration 20F: 3 clusters Score -185183.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -185189.625000 Penalty: 733.824707
	Iteration 21Q: 3 clusters Score -185189.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -185195.250000 Penalty: 733.824707
	Iteration 22Q: 3 clusters Score -185195.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -185200.000000 Penalty: 733.824707
	Iteration 23Q: 3 clusters Score -185200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -185202.140625 Penalty: 733.824707
	Iteration 24Q: 3 clusters Score -185202.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -185203.984375 Penalty: 733.824707
	Iteration 25Q: 3 clusters Score -185204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -185205.734375 Penalty: 733.824707
	Iteration 26Q: 3 clusters Score -185205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -185207.796875 Penalty: 733.824707
	Iteration 27Q: 3 clusters Score -185207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -185210.953125 Penalty: 733.824707
	Iteration 28Q: 3 clusters Score -185211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -185211.156250 Penalty: 733.824707
	Iteration 29Q: 3 clusters Score -185211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -185212.250000 Penalty: 733.824707
	Iteration 30Q: 3 clusters Score -185212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -185212.687500 Penalty: 733.824707
	Iteration 31Q: 3 clusters Score -185212.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -185212.687500 Penalty: 733.824707
	Iteration 32F: 3 clusters Score -185212.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Entering Unmasked Estep 
Score: -376052.062500 Penalty: 403.042847
	Iteration 0F: 2 clusters Score -376052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -371337.781250 Penalty: 806.085693
	Iteration 0F: 3 clusters Score -371337.8 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -373226.718750 Penalty: 806.085693
	Iteration 1F: 3 clusters Score -373226.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -373421.500000 Penalty: 806.085693
	Iteration 2F: 3 clusters Score -373421.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -373626.843750 Penalty: 806.085693
	Iteration 3F: 3 clusters Score -373626.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -373825.593750 Penalty: 806.085693
	Iteration 4F: 3 clusters Score -373825.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -374019.343750 Penalty: 806.085693
	Iteration 5Q: 3 clusters Score -374019.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -374188.156250 Penalty: 806.085693
	Iteration 6Q: 3 clusters Score -374188.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -374341.406250 Penalty: 806.085693
	Iteration 7Q: 3 clusters Score -374341.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -374458.312500 Penalty: 806.085693
	Iteration 8Q: 3 clusters Score -374458.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -374554.281250 Penalty: 806.085693
	Iteration 9Q: 3 clusters Score -374554.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -374638.968750 Penalty: 806.085693
	Iteration 10Q: 3 clusters Score -374639 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -374709.625000 Penalty: 806.085693
	Iteration 11Q: 3 clusters Score -374709.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -374762.000000 Penalty: 806.085693
	Iteration 12Q: 3 clusters Score -374762 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -374807.062500 Penalty: 806.085693
	Iteration 13Q: 3 clusters Score -374807.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -374855.156250 Penalty: 806.085693
	Iteration 14Q: 3 clusters Score -374855.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -374893.718750 Penalty: 806.085693
	Iteration 15Q: 3 clusters Score -374893.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -374933.406250 Penalty: 806.085693
	Iteration 16Q: 3 clusters Score -374933.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -374973.968750 Penalty: 806.085693
	Iteration 17Q: 3 clusters Score -374974 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -375019.625000 Penalty: 806.085693
	Iteration 18Q: 3 clusters Score -375019.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -375072.281250 Penalty: 806.085693
	Iteration 19Q: 3 clusters Score -375072.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -375126.000000 Penalty: 806.085693
	Iteration 20F: 3 clusters Score -375126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -375195.812500 Penalty: 806.085693
	Iteration 21Q: 3 clusters Score -375195.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -375274.531250 Penalty: 806.085693
	Iteration 22Q: 3 clusters Score -375274.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -375343.906250 Penalty: 806.085693
	Iteration 23Q: 3 clusters Score -375343.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -375421.375000 Penalty: 806.085693
	Iteration 24Q: 3 clusters Score -375421.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -375499.125000 Penalty: 806.085693
	Iteration 25Q: 3 clusters Score -375499.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -375584.625000 Penalty: 806.085693
	Iteration 26Q: 3 clusters Score -375584.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -375663.468750 Penalty: 806.085693
	Iteration 27Q: 3 clusters Score -375663.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -375743.031250 Penalty: 806.085693
	Iteration 28Q: 3 clusters Score -375743 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -375811.406250 Penalty: 806.085693
	Iteration 29Q: 3 clusters Score -375811.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -375850.531250 Penalty: 806.085693
	Iteration 30Q: 3 clusters Score -375850.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -375879.125000 Penalty: 806.085693
	Iteration 31Q: 3 clusters Score -375879.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -375897.593750 Penalty: 806.085693
	Iteration 32Q: 3 clusters Score -375897.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -375906.812500 Penalty: 806.085693
	Iteration 33Q: 3 clusters Score -375906.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -375912.843750 Penalty: 806.085693
	Iteration 34Q: 3 clusters Score -375912.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -375914.937500 Penalty: 806.085693
	Iteration 35Q: 3 clusters Score -375914.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -375915.968750 Penalty: 806.085693
	Iteration 36Q: 3 clusters Score -375916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -375916.718750 Penalty: 806.085693
	Iteration 37Q: 3 clusters Score -375916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -375917.437500 Penalty: 806.085693
	Iteration 38Q: 3 clusters Score -375917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -375917.375000 Penalty: 806.085693
	Iteration 39Q: 3 clusters Score -375917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -375918.500000 Penalty: 806.085693
	Iteration 40F: 3 clusters Score -375918.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -375919.093750 Penalty: 806.085693
	Iteration 41Q: 3 clusters Score -375919.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -375919.875000 Penalty: 806.085693
	Iteration 42Q: 3 clusters Score -375919.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -375921.812500 Penalty: 806.085693
	Iteration 43Q: 3 clusters Score -375921.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -375923.031250 Penalty: 806.085693
	Iteration 44Q: 3 clusters Score -375923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -375924.625000 Penalty: 806.085693
	Iteration 45Q: 3 clusters Score -375924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -375923.843750 Penalty: 806.085693
	Iteration 46Q: 3 clusters Score -375923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -375924.312500 Penalty: 806.085693
	Iteration 47Q: 3 clusters Score -375924.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -375924.312500 Penalty: 806.085693
	Iteration 48F: 3 clusters Score -375924.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -71992.125000 Penalty: 329.187897
	Iteration 0F: 2 clusters Score -71992.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -70966.375000 Penalty: 658.375793
	Iteration 0F: 3 clusters Score -70966.38 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -71356.046875 Penalty: 658.375793
	Iteration 1F: 3 clusters Score -71356.05 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -71455.093750 Penalty: 658.375793
	Iteration 2F: 3 clusters Score -71455.09 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -71524.054688 Penalty: 658.375793
	Iteration 3F: 3 clusters Score -71524.05 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -71571.187500 Penalty: 658.375793
	Iteration 4Q: 3 clusters Score -71571.19 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -71603.023438 Penalty: 658.375793
	Iteration 5Q: 3 clusters Score -71603.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -71622.351562 Penalty: 658.375793
	Iteration 6Q: 3 clusters Score -71622.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -71633.875000 Penalty: 658.375793
	Iteration 7Q: 3 clusters Score -71633.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -71644.382812 Penalty: 658.375793
	Iteration 8Q: 3 clusters Score -71644.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -71651.382812 Penalty: 658.375793
	Iteration 9Q: 3 clusters Score -71651.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -71658.382812 Penalty: 658.375793
	Iteration 10Q: 3 clusters Score -71658.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -71667.890625 Penalty: 658.375793
	Iteration 11Q: 3 clusters Score -71667.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -71677.445312 Penalty: 658.375793
	Iteration 12Q: 3 clusters Score -71677.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -71689.546875 Penalty: 658.375793
	Iteration 13Q: 3 clusters Score -71689.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -71701.796875 Penalty: 658.375793
	Iteration 14Q: 3 clusters Score -71701.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -71709.562500 Penalty: 658.375793
	Iteration 15Q: 3 clusters Score -71709.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -71716.414062 Penalty: 658.375793
	Iteration 16Q: 3 clusters Score -71716.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -71729.484375 Penalty: 658.375793
	Iteration 17Q: 3 clusters Score -71729.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -71739.460938 Penalty: 658.375793
	Iteration 18Q: 3 clusters Score -71739.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -71748.312500 Penalty: 658.375793
	Iteration 19Q: 3 clusters Score -71748.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -71759.812500 Penalty: 658.375793
	Iteration 20F: 3 clusters Score -71759.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -71770.742188 Penalty: 658.375793
	Iteration 21Q: 3 clusters Score -71770.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -71778.351562 Penalty: 658.375793
	Iteration 22Q: 3 clusters Score -71778.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -71782.476562 Penalty: 658.375793
	Iteration 23Q: 3 clusters Score -71782.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -71785.453125 Penalty: 658.375793
	Iteration 24Q: 3 clusters Score -71785.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -71786.945312 Penalty: 658.375793
	Iteration 25Q: 3 clusters Score -71786.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -71788.351562 Penalty: 658.375793
	Iteration 26Q: 3 clusters Score -71788.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -71788.617188 Penalty: 658.375793
	Iteration 27Q: 3 clusters Score -71788.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -71788.617188 Penalty: 658.375793
	Iteration 28F: 3 clusters Score -71788.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -19570.322266 Penalty: 289.674408
	Iteration 0F: 2 clusters Score -19570.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19044.453125 Penalty: 579.348816
	Iteration 0F: 3 clusters Score -19044.45 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19218.123047 Penalty: 579.348816
	Iteration 1F: 3 clusters Score -19218.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19269.607422 Penalty: 579.348816
	Iteration 2F: 3 clusters Score -19269.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19331.539062 Penalty: 579.348816
	Iteration 3F: 3 clusters Score -19331.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19356.277344 Penalty: 579.348816
	Iteration 4Q: 3 clusters Score -19356.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19366.912109 Penalty: 579.348816
	Iteration 5Q: 3 clusters Score -19366.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19376.951172 Penalty: 579.348816
	Iteration 6Q: 3 clusters Score -19376.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19395.394531 Penalty: 579.348816
	Iteration 7Q: 3 clusters Score -19395.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19415.537109 Penalty: 579.348816
	Iteration 8Q: 3 clusters Score -19415.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19427.199219 Penalty: 579.348816
	Iteration 9Q: 3 clusters Score -19427.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19443.824219 Penalty: 579.348816
	Iteration 10Q: 3 clusters Score -19443.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19465.609375 Penalty: 579.348816
	Iteration 11Q: 3 clusters Score -19465.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19469.312500 Penalty: 579.348816
	Iteration 12Q: 3 clusters Score -19469.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19470.617188 Penalty: 579.348816
	Iteration 13Q: 3 clusters Score -19470.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19479.962891 Penalty: 579.348816
	Iteration 14Q: 3 clusters Score -19479.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19490.431641 Penalty: 579.348816
	Iteration 15Q: 3 clusters Score -19490.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19492.894531 Penalty: 579.348816
	Iteration 16Q: 3 clusters Score -19492.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19496.906250 Penalty: 579.348816
	Iteration 17Q: 3 clusters Score -19496.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19498.386719 Penalty: 579.348816
	Iteration 18Q: 3 clusters Score -19498.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19499.830078 Penalty: 579.348816
	Iteration 19Q: 3 clusters Score -19499.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19502.121094 Penalty: 579.348816
	Iteration 20F: 3 clusters Score -19502.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19503.970703 Penalty: 579.348816
	Iteration 21Q: 3 clusters Score -19503.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19506.126953 Penalty: 579.348816
	Iteration 22Q: 3 clusters Score -19506.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19512.054688 Penalty: 579.348816
	Iteration 23Q: 3 clusters Score -19512.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19515.498047 Penalty: 579.348816
	Iteration 24Q: 3 clusters Score -19515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19519.113281 Penalty: 579.348816
	Iteration 25Q: 3 clusters Score -19519.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19520.138672 Penalty: 579.348816
	Iteration 26Q: 3 clusters Score -19520.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19520.746094 Penalty: 579.348816
	Iteration 27Q: 3 clusters Score -19520.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19521.539062 Penalty: 579.348816
	Iteration 28Q: 3 clusters Score -19521.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19521.650391 Penalty: 579.348816
	Iteration 29Q: 3 clusters Score -19521.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19523.130859 Penalty: 579.348816
	Iteration 30Q: 3 clusters Score -19523.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19523.255859 Penalty: 579.348816
	Iteration 31Q: 3 clusters Score -19523.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19523.681641 Penalty: 579.348816
	Iteration 32Q: 3 clusters Score -19523.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19523.710938 Penalty: 579.348816
	Iteration 33Q: 3 clusters Score -19523.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19523.710938 Penalty: 579.348816
	Iteration 34F: 3 clusters Score -19523.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -17092.595703 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -17092.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16745.865234 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -16745.87 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16871.333984 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -16871.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16914.070312 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -16914.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16930.152344 Penalty: 522.028076
	Iteration 3Q: 3 clusters Score -16930.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16946.128906 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -16946.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16950.150391 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -16950.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16955.611328 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -16955.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16960.292969 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -16960.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16968.228516 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -16968.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16979.527344 Penalty: 522.028076
	Iteration 9Q: 3 clusters Score -16979.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16986.164062 Penalty: 522.028076
	Iteration 10Q: 3 clusters Score -16986.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16986.164062 Penalty: 522.028076
	Iteration 11F: 3 clusters Score -16986.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -30256.710938 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -30256.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -29661.181641 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -29661.18 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -29862.955078 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -29862.96 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -29919.882812 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -29919.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -29942.906250 Penalty: 590.517639
	Iteration 3Q: 3 clusters Score -29942.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -29955.333984 Penalty: 590.517639
	Iteration 4Q: 3 clusters Score -29955.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -29964.216797 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -29964.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -29975.912109 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -29975.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -29983.458984 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -29983.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -29990.964844 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -29990.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -30001.050781 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -30001.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -30010.634766 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -30010.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -30025.673828 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -30025.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -30039.582031 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -30039.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -30057.517578 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -30057.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -30066.542969 Penalty: 590.517639
	Iteration 14Q: 3 clusters Score -30066.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -30074.478516 Penalty: 590.517639
	Iteration 15Q: 3 clusters Score -30074.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -30075.992188 Penalty: 590.517639
	Iteration 16Q: 3 clusters Score -30075.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -30079.833984 Penalty: 590.517639
	Iteration 17Q: 3 clusters Score -30079.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -30080.316406 Penalty: 590.517639
	Iteration 18Q: 3 clusters Score -30080.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -30080.316406 Penalty: 590.517639
	Iteration 19F: 3 clusters Score -30080.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -4728.611328 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -4728.611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4528.470215 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -4528.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4572.452148 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -4572.452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4582.798828 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -4582.799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4596.093262 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -4596.093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4596.093262 Penalty: 430.192291
	Iteration 4F: 3 clusters Score -4596.093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -36792.226562 Penalty: 292.917694
	Iteration 0F: 2 clusters Score -36792.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -36218.179688 Penalty: 585.835388
	Iteration 0F: 3 clusters Score -36218.18 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36365.289062 Penalty: 585.835388
	Iteration 1F: 3 clusters Score -36365.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36398.214844 Penalty: 585.835388
	Iteration 2F: 3 clusters Score -36398.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36421.574219 Penalty: 585.835388
	Iteration 3Q: 3 clusters Score -36421.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36450.171875 Penalty: 585.835388
	Iteration 4Q: 3 clusters Score -36450.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36466.308594 Penalty: 585.835388
	Iteration 5Q: 3 clusters Score -36466.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36476.972656 Penalty: 585.835388
	Iteration 6Q: 3 clusters Score -36476.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36483.085938 Penalty: 585.835388
	Iteration 7Q: 3 clusters Score -36483.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36484.988281 Penalty: 585.835388
	Iteration 8Q: 3 clusters Score -36484.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36488.457031 Penalty: 585.835388
	Iteration 9Q: 3 clusters Score -36488.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36492.632812 Penalty: 585.835388
	Iteration 10Q: 3 clusters Score -36492.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36495.968750 Penalty: 585.835388
	Iteration 11Q: 3 clusters Score -36495.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36498.261719 Penalty: 585.835388
	Iteration 12Q: 3 clusters Score -36498.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36499.039062 Penalty: 585.835388
	Iteration 13Q: 3 clusters Score -36499.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36499.871094 Penalty: 585.835388
	Iteration 14Q: 3 clusters Score -36499.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36500.949219 Penalty: 585.835388
	Iteration 15Q: 3 clusters Score -36500.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36501.949219 Penalty: 585.835388
	Iteration 16Q: 3 clusters Score -36501.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36501.949219 Penalty: 585.835388
	Iteration 17F: 3 clusters Score -36501.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -40578.378906 Penalty: 307.281433
	Iteration 0F: 2 clusters Score -40578.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39878.089844 Penalty: 614.562866
	Iteration 0F: 3 clusters Score -39878.09 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -40194.324219 Penalty: 614.562866
	Iteration 1F: 3 clusters Score -40194.32 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40287.855469 Penalty: 614.562866
	Iteration 2F: 3 clusters Score -40287.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40321.242188 Penalty: 614.562866
	Iteration 3Q: 3 clusters Score -40321.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40342.601562 Penalty: 614.562866
	Iteration 4Q: 3 clusters Score -40342.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40381.582031 Penalty: 614.562866
	Iteration 5Q: 3 clusters Score -40381.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40398.449219 Penalty: 614.562866
	Iteration 6Q: 3 clusters Score -40398.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40405.914062 Penalty: 614.562866
	Iteration 7Q: 3 clusters Score -40405.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40409.667969 Penalty: 614.562866
	Iteration 8Q: 3 clusters Score -40409.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40421.757812 Penalty: 614.562866
	Iteration 9Q: 3 clusters Score -40421.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40438.703125 Penalty: 614.562866
	Iteration 10Q: 3 clusters Score -40438.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40457.277344 Penalty: 614.562866
	Iteration 11Q: 3 clusters Score -40457.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40475.062500 Penalty: 614.562866
	Iteration 12Q: 3 clusters Score -40475.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40484.863281 Penalty: 614.562866
	Iteration 13Q: 3 clusters Score -40484.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40492.003906 Penalty: 614.562866
	Iteration 14Q: 3 clusters Score -40492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40495.488281 Penalty: 614.562866
	Iteration 15Q: 3 clusters Score -40495.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40501.847656 Penalty: 614.562866
	Iteration 16Q: 3 clusters Score -40501.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40507.062500 Penalty: 614.562866
	Iteration 17Q: 3 clusters Score -40507.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40514.753906 Penalty: 614.562866
	Iteration 18Q: 3 clusters Score -40514.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40518.261719 Penalty: 614.562866
	Iteration 19Q: 3 clusters Score -40518.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40518.976562 Penalty: 614.562866
	Iteration 20F: 3 clusters Score -40518.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -6966.599121 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -6966.599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6657.229980 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -6657.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6755.169434 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -6755.169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6785.565430 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -6785.565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6794.645020 Penalty: 502.452942
	Iteration 3Q: 3 clusters Score -6794.645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6807.605469 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -6807.605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -6818.229492 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -6818.229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6839.222168 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -6839.222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6857.116211 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -6857.116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6864.875977 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -6864.876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6871.426758 Penalty: 502.452942
	Iteration 9Q: 3 clusters Score -6871.427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6877.775391 Penalty: 502.452942
	Iteration 10Q: 3 clusters Score -6877.775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6882.748047 Penalty: 502.452942
	Iteration 11Q: 3 clusters Score -6882.748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6884.677734 Penalty: 502.452942
	Iteration 12Q: 3 clusters Score -6884.678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6886.139648 Penalty: 502.452942
	Iteration 13Q: 3 clusters Score -6886.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6886.139648 Penalty: 502.452942
	Iteration 14F: 3 clusters Score -6886.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Entering Unmasked Estep 
Score: -462880.375000 Penalty: 408.860535
	Iteration 0F: 2 clusters Score -462880.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -457556.031250 Penalty: 817.721069
	Iteration 0F: 3 clusters Score -457556 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -459551.718750 Penalty: 817.721069
	Iteration 1F: 3 clusters Score -459551.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -459734.031250 Penalty: 817.721069
	Iteration 2F: 3 clusters Score -459734 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -460010.937500 Penalty: 817.721069
	Iteration 3F: 3 clusters Score -460010.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -460405.656250 Penalty: 817.721069
	Iteration 4F: 3 clusters Score -460405.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -460842.687500 Penalty: 817.721069
	Iteration 5F: 3 clusters Score -460842.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -461218.468750 Penalty: 817.721069
	Iteration 6F: 3 clusters Score -461218.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -461449.093750 Penalty: 817.721069
	Iteration 7Q: 3 clusters Score -461449.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -461587.625000 Penalty: 817.721069
	Iteration 8Q: 3 clusters Score -461587.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -461683.843750 Penalty: 817.721069
	Iteration 9Q: 3 clusters Score -461683.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -461774.875000 Penalty: 817.721069
	Iteration 10Q: 3 clusters Score -461774.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -461850.625000 Penalty: 817.721069
	Iteration 11Q: 3 clusters Score -461850.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -461924.187500 Penalty: 817.721069
	Iteration 12Q: 3 clusters Score -461924.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -462012.218750 Penalty: 817.721069
	Iteration 13Q: 3 clusters Score -462012.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -462104.250000 Penalty: 817.721069
	Iteration 14Q: 3 clusters Score -462104.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -462174.156250 Penalty: 817.721069
	Iteration 15Q: 3 clusters Score -462174.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -462228.718750 Penalty: 817.721069
	Iteration 16Q: 3 clusters Score -462228.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -462275.187500 Penalty: 817.721069
	Iteration 17Q: 3 clusters Score -462275.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -462310.687500 Penalty: 817.721069
	Iteration 18Q: 3 clusters Score -462310.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -462333.781250 Penalty: 817.721069
	Iteration 19Q: 3 clusters Score -462333.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -462356.062500 Penalty: 817.721069
	Iteration 20F: 3 clusters Score -462356.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -462372.531250 Penalty: 817.721069
	Iteration 21Q: 3 clusters Score -462372.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -462384.531250 Penalty: 817.721069
	Iteration 22Q: 3 clusters Score -462384.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -462395.281250 Penalty: 817.721069
	Iteration 23Q: 3 clusters Score -462395.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -462407.250000 Penalty: 817.721069
	Iteration 24Q: 3 clusters Score -462407.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -462416.375000 Penalty: 817.721069
	Iteration 25Q: 3 clusters Score -462416.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -462423.281250 Penalty: 817.721069
	Iteration 26Q: 3 clusters Score -462423.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -462432.281250 Penalty: 817.721069
	Iteration 27Q: 3 clusters Score -462432.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -462437.000000 Penalty: 817.721069
	Iteration 28Q: 3 clusters Score -462437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -462443.718750 Penalty: 817.721069
	Iteration 29Q: 3 clusters Score -462443.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -462447.437500 Penalty: 817.721069
	Iteration 30Q: 3 clusters Score -462447.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -462451.625000 Penalty: 817.721069
	Iteration 31Q: 3 clusters Score -462451.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -462455.281250 Penalty: 817.721069
	Iteration 32Q: 3 clusters Score -462455.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -462463.937500 Penalty: 817.721069
	Iteration 33Q: 3 clusters Score -462463.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -462473.937500 Penalty: 817.721069
	Iteration 34Q: 3 clusters Score -462473.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -462482.187500 Penalty: 817.721069
	Iteration 35Q: 3 clusters Score -462482.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -462489.218750 Penalty: 817.721069
	Iteration 36Q: 3 clusters Score -462489.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -462494.531250 Penalty: 817.721069
	Iteration 37Q: 3 clusters Score -462494.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -462500.343750 Penalty: 817.721069
	Iteration 38Q: 3 clusters Score -462500.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -462503.562500 Penalty: 817.721069
	Iteration 39Q: 3 clusters Score -462503.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -462509.437500 Penalty: 817.721069
	Iteration 40F: 3 clusters Score -462509.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -462514.218750 Penalty: 817.721069
	Iteration 41Q: 3 clusters Score -462514.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -462518.343750 Penalty: 817.721069
	Iteration 42Q: 3 clusters Score -462518.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -462521.531250 Penalty: 817.721069
	Iteration 43Q: 3 clusters Score -462521.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -462523.125000 Penalty: 817.721069
	Iteration 44Q: 3 clusters Score -462523.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -462524.062500 Penalty: 817.721069
	Iteration 45Q: 3 clusters Score -462524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -462525.281250 Penalty: 817.721069
	Iteration 46Q: 3 clusters Score -462525.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -462525.968750 Penalty: 817.721069
	Iteration 47Q: 3 clusters Score -462526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -462526.593750 Penalty: 817.721069
	Iteration 48Q: 3 clusters Score -462526.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -462526.593750 Penalty: 817.721069
	Iteration 49F: 3 clusters Score -462526.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -12317.659180 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -12317.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12013.422852 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -12013.42 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12099.894531 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -12099.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12131.093750 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -12131.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12156.445312 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -12156.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12175.031250 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -12175.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12178.759766 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -12178.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12183.367188 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -12183.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12194.690430 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -12194.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12197.493164 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -12197.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12205.531250 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -12205.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12208.055664 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -12208.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12211.208008 Penalty: 499.116516
	Iteration 11Q: 3 clusters Score -12211.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12215.599609 Penalty: 499.116516
	Iteration 12Q: 3 clusters Score -12215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12220.702148 Penalty: 499.116516
	Iteration 13Q: 3 clusters Score -12220.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12227.574219 Penalty: 499.116516
	Iteration 14Q: 3 clusters Score -12227.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12231.703125 Penalty: 499.116516
	Iteration 15Q: 3 clusters Score -12231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12241.083984 Penalty: 499.116516
	Iteration 16Q: 3 clusters Score -12241.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12244.566406 Penalty: 499.116516
	Iteration 17Q: 3 clusters Score -12244.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12245.974609 Penalty: 499.116516
	Iteration 18Q: 3 clusters Score -12245.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12245.974609 Penalty: 499.116516
	Iteration 19F: 3 clusters Score -12245.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -39672.914062 Penalty: 300.847870
	Iteration 0F: 2 clusters Score -39672.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -39039.929688 Penalty: 601.695740
	Iteration 0F: 3 clusters Score -39039.93 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -39231.445312 Penalty: 601.695740
	Iteration 1F: 3 clusters Score -39231.45 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -39283.710938 Penalty: 601.695740
	Iteration 2F: 3 clusters Score -39283.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -39329.785156 Penalty: 601.695740
	Iteration 3F: 3 clusters Score -39329.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -39378.167969 Penalty: 601.695740
	Iteration 4F: 3 clusters Score -39378.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -39408.589844 Penalty: 601.695740
	Iteration 5Q: 3 clusters Score -39408.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -39439.054688 Penalty: 601.695740
	Iteration 6Q: 3 clusters Score -39439.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -39463.449219 Penalty: 601.695740
	Iteration 7Q: 3 clusters Score -39463.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -39482.175781 Penalty: 601.695740
	Iteration 8Q: 3 clusters Score -39482.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -39498.191406 Penalty: 601.695740
	Iteration 9Q: 3 clusters Score -39498.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -39503.851562 Penalty: 601.695740
	Iteration 10Q: 3 clusters Score -39503.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -39506.871094 Penalty: 601.695740
	Iteration 11Q: 3 clusters Score -39506.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -39517.128906 Penalty: 601.695740
	Iteration 12Q: 3 clusters Score -39517.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -39519.175781 Penalty: 601.695740
	Iteration 13Q: 3 clusters Score -39519.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -39519.175781 Penalty: 601.695740
	Iteration 14F: 3 clusters Score -39519.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -113447.906250 Penalty: 349.152802
	Iteration 0F: 2 clusters Score -113447.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -111929.132812 Penalty: 698.305603
	Iteration 0F: 3 clusters Score -111929.1 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -112661.234375 Penalty: 698.305603
	Iteration 1F: 3 clusters Score -112661.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -112847.187500 Penalty: 698.305603
	Iteration 2F: 3 clusters Score -112847.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -112945.367188 Penalty: 698.305603
	Iteration 3F: 3 clusters Score -112945.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -113028.078125 Penalty: 698.305603
	Iteration 4Q: 3 clusters Score -113028.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -113147.335938 Penalty: 698.305603
	Iteration 5Q: 3 clusters Score -113147.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -113270.429688 Penalty: 698.305603
	Iteration 6F: 3 clusters Score -113270.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -113350.000000 Penalty: 698.305603
	Iteration 7Q: 3 clusters Score -113350 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -113397.898438 Penalty: 698.305603
	Iteration 8Q: 3 clusters Score -113397.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -113431.500000 Penalty: 698.305603
	Iteration 9Q: 3 clusters Score -113431.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -113455.976562 Penalty: 698.305603
	Iteration 10Q: 3 clusters Score -113456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -113473.695312 Penalty: 698.305603
	Iteration 11Q: 3 clusters Score -113473.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -113497.820312 Penalty: 698.305603
	Iteration 12Q: 3 clusters Score -113497.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -113514.656250 Penalty: 698.305603
	Iteration 13Q: 3 clusters Score -113514.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -113524.554688 Penalty: 698.305603
	Iteration 14Q: 3 clusters Score -113524.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -113533.804688 Penalty: 698.305603
	Iteration 15Q: 3 clusters Score -113533.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -113539.507812 Penalty: 698.305603
	Iteration 16Q: 3 clusters Score -113539.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -113545.507812 Penalty: 698.305603
	Iteration 17Q: 3 clusters Score -113545.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -113552.273438 Penalty: 698.305603
	Iteration 18Q: 3 clusters Score -113552.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -113559.500000 Penalty: 698.305603
	Iteration 19Q: 3 clusters Score -113559.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -113562.937500 Penalty: 698.305603
	Iteration 20F: 3 clusters Score -113562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -113564.757812 Penalty: 698.305603
	Iteration 21Q: 3 clusters Score -113564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -113565.445312 Penalty: 698.305603
	Iteration 22Q: 3 clusters Score -113565.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113565.453125 Penalty: 698.305603
	Iteration 23Q: 3 clusters Score -113565.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113565.453125 Penalty: 698.305603
	Iteration 24F: 3 clusters Score -113565.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141935.000000 Penalty: 27083.880859
Splitting cluster 20 changes total score from -10142020.000000 to -10141935.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -70438.625000 Penalty: 328.858643
	Iteration 0F: 2 clusters Score -70438.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -69404.882812 Penalty: 657.717285
	Iteration 0F: 3 clusters Score -69404.88 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -69821.492188 Penalty: 657.717285
	Iteration 1F: 3 clusters Score -69821.49 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -69907.703125 Penalty: 657.717285
	Iteration 2F: 3 clusters Score -69907.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -69962.804688 Penalty: 657.717285
	Iteration 3F: 3 clusters Score -69962.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -69994.718750 Penalty: 657.717285
	Iteration 4Q: 3 clusters Score -69994.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -70017.835938 Penalty: 657.717285
	Iteration 5Q: 3 clusters Score -70017.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -70042.320312 Penalty: 657.717285
	Iteration 6Q: 3 clusters Score -70042.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -70061.609375 Penalty: 657.717285
	Iteration 7Q: 3 clusters Score -70061.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -70078.523438 Penalty: 657.717285
	Iteration 8Q: 3 clusters Score -70078.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -70096.546875 Penalty: 657.717285
	Iteration 9Q: 3 clusters Score -70096.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -70111.492188 Penalty: 657.717285
	Iteration 10Q: 3 clusters Score -70111.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -70128.117188 Penalty: 657.717285
	Iteration 11Q: 3 clusters Score -70128.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -70141.476562 Penalty: 657.717285
	Iteration 12Q: 3 clusters Score -70141.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -70152.851562 Penalty: 657.717285
	Iteration 13Q: 3 clusters Score -70152.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -70159.625000 Penalty: 657.717285
	Iteration 14Q: 3 clusters Score -70159.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -70165.539062 Penalty: 657.717285
	Iteration 15Q: 3 clusters Score -70165.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -70167.546875 Penalty: 657.717285
	Iteration 16Q: 3 clusters Score -70167.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -70170.210938 Penalty: 657.717285
	Iteration 17Q: 3 clusters Score -70170.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -70171.906250 Penalty: 657.717285
	Iteration 18Q: 3 clusters Score -70171.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -70173.445312 Penalty: 657.717285
	Iteration 19Q: 3 clusters Score -70173.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -70174.492188 Penalty: 657.717285
	Iteration 20F: 3 clusters Score -70174.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -70176.000000 Penalty: 657.717285
	Iteration 21Q: 3 clusters Score -70176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -70176.437500 Penalty: 657.717285
	Iteration 22Q: 3 clusters Score -70176.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -70177.523438 Penalty: 657.717285
	Iteration 23Q: 3 clusters Score -70177.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -70177.750000 Penalty: 657.717285
	Iteration 24Q: 3 clusters Score -70177.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -70177.750000 Penalty: 657.717285
	Iteration 25F: 3 clusters Score -70177.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -24475.472656 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -24475.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24011.810547 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -24011.81 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24166.400391 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -24166.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24206.621094 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -24206.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24232.832031 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -24232.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24254.095703 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -24254.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24273.250000 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -24273.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24284.808594 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -24284.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24302.593750 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -24302.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24331.906250 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -24331.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24390.716797 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -24390.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24468.419922 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -24468.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24525.181641 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -24525.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24531.044922 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -24531.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24531.816406 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -24531.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24531.816406 Penalty: 554.924744
	Iteration 14F: 3 clusters Score -24531.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 186 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141803.000000 Penalty: 27083.880859
Splitting cluster 22 changes total score from -10142020.000000 to -10141803.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -7660.738281 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -7660.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7338.420410 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -7338.42 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7406.283203 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -7406.283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7422.234863 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -7422.235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7444.507324 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -7444.507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7461.934570 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -7461.935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7476.988281 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -7476.988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7484.203125 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -7484.203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7487.967285 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -7487.967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7493.932617 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -7493.933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7495.298340 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -7495.298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7495.935547 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -7495.936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7495.935547 Penalty: 507.066010
	Iteration 11F: 3 clusters Score -7495.936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -9532.678711 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -9532.679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9264.621094 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -9264.621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9325.718750 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -9325.719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9348.431641 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -9348.432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9355.540039 Penalty: 477.956909
	Iteration 3Q: 3 clusters Score -9355.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9359.576172 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -9359.576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9359.963867 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -9359.964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9359.963867 Penalty: 477.956909
	Iteration 6F: 3 clusters Score -9359.964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -9419.563477 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -9419.563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9128.056641 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -9128.057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9173.435547 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -9173.436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9184.750000 Penalty: 483.501770
	Iteration 2Q: 3 clusters Score -9184.75 nChanged 7
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: -9190.040039 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -9190.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9195.111328 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -9195.111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9202.004883 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -9202.005 nChanged 8
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: -9208.363281 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -9208.363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9210.115234 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -9210.115 nChanged 5
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: -9216.314453 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -9216.314 nChanged 5
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: -9221.896484 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -9221.896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9224.354492 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -9224.354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9224.797852 Penalty: 483.501770
	Iteration 11Q: 3 clusters Score -9224.798 nChanged 1
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: -9226.237305 Penalty: 483.501770
	Iteration 12Q: 3 clusters Score -9226.237 nChanged 0
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: -9226.237305 Penalty: 483.501770
	Iteration 13F: 3 clusters Score -9226.237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -4256.851074 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -4256.851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4011.676514 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -4011.677 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4099.344238 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -4099.344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -4131.482910 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -4131.483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4141.960449 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -4141.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -4143.746094 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -4143.746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -4144.787109 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -4144.787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -4145.369141 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -4145.369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -4145.369141 Penalty: 492.052612
	Iteration 7F: 3 clusters Score -4145.369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Entering Unmasked Estep 
Score: -167282.984375 Penalty: 363.401459
	Iteration 0F: 2 clusters Score -167283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -165275.406250 Penalty: 726.802917
	Iteration 0F: 3 clusters Score -165275.4 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -166027.312500 Penalty: 726.802917
	Iteration 1F: 3 clusters Score -166027.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -166153.234375 Penalty: 726.802917
	Iteration 2F: 3 clusters Score -166153.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -166295.968750 Penalty: 726.802917
	Iteration 3F: 3 clusters Score -166296 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -166427.515625 Penalty: 726.802917
	Iteration 4F: 3 clusters Score -166427.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -166533.953125 Penalty: 726.802917
	Iteration 5F: 3 clusters Score -166534 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -166625.609375 Penalty: 726.802917
	Iteration 6Q: 3 clusters Score -166625.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -166690.390625 Penalty: 726.802917
	Iteration 7Q: 3 clusters Score -166690.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -166763.796875 Penalty: 726.802917
	Iteration 8Q: 3 clusters Score -166763.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -166848.109375 Penalty: 726.802917
	Iteration 9Q: 3 clusters Score -166848.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166907.593750 Penalty: 726.802917
	Iteration 10Q: 3 clusters Score -166907.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -166949.890625 Penalty: 726.802917
	Iteration 11Q: 3 clusters Score -166949.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -166986.859375 Penalty: 726.802917
	Iteration 12Q: 3 clusters Score -166986.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -167019.296875 Penalty: 726.802917
	Iteration 13Q: 3 clusters Score -167019.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -167042.546875 Penalty: 726.802917
	Iteration 14Q: 3 clusters Score -167042.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -167061.687500 Penalty: 726.802917
	Iteration 15Q: 3 clusters Score -167061.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -167078.812500 Penalty: 726.802917
	Iteration 16Q: 3 clusters Score -167078.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -167090.875000 Penalty: 726.802917
	Iteration 17Q: 3 clusters Score -167090.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -167098.640625 Penalty: 726.802917
	Iteration 18Q: 3 clusters Score -167098.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -167101.531250 Penalty: 726.802917
	Iteration 19Q: 3 clusters Score -167101.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -167103.140625 Penalty: 726.802917
	Iteration 20F: 3 clusters Score -167103.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -167105.562500 Penalty: 726.802917
	Iteration 21Q: 3 clusters Score -167105.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -167108.718750 Penalty: 726.802917
	Iteration 22Q: 3 clusters Score -167108.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -167111.953125 Penalty: 726.802917
	Iteration 23Q: 3 clusters Score -167112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -167114.593750 Penalty: 726.802917
	Iteration 24Q: 3 clusters Score -167114.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -167115.265625 Penalty: 726.802917
	Iteration 25Q: 3 clusters Score -167115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -167115.125000 Penalty: 726.802917
	Iteration 26Q: 3 clusters Score -167115.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -167115.125000 Penalty: 726.802917
	Iteration 27F: 3 clusters Score -167115.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -43592.191406 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -43592.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -42939.207031 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -42939.21 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -43225.097656 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -43225.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -43411.980469 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -43411.98 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -43554.687500 Penalty: 607.614624
	Iteration 3F: 3 clusters Score -43554.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -43608.140625 Penalty: 607.614624
	Iteration 4F: 3 clusters Score -43608.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -43628.929688 Penalty: 607.614624
	Iteration 5Q: 3 clusters Score -43628.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -43646.308594 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -43646.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -43671.242188 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -43671.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -43701.457031 Penalty: 607.614624
	Iteration 8Q: 3 clusters Score -43701.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -43741.082031 Penalty: 607.614624
	Iteration 9Q: 3 clusters Score -43741.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -43755.808594 Penalty: 607.614624
	Iteration 10Q: 3 clusters Score -43755.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -43758.562500 Penalty: 607.614624
	Iteration 11Q: 3 clusters Score -43758.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -43760.417969 Penalty: 607.614624
	Iteration 12Q: 3 clusters Score -43760.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -43762.394531 Penalty: 607.614624
	Iteration 13Q: 3 clusters Score -43762.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -43763.066406 Penalty: 607.614624
	Iteration 14Q: 3 clusters Score -43763.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -43763.066406 Penalty: 607.614624
	Iteration 15F: 3 clusters Score -43763.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 418 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141945.000000 Penalty: 27083.880859
Splitting cluster 28 changes total score from -10142020.000000 to -10141945.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -10828.755859 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -10828.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10556.448242 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -10556.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10662.210938 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -10662.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10718.051758 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -10718.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10823.661133 Penalty: 489.570648
	Iteration 3F: 3 clusters Score -10823.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10918.437500 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -10918.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10926.300781 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -10926.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10933.612305 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -10933.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10949.987305 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -10949.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10962.828125 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -10962.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10962.828125 Penalty: 489.570648
	Iteration 9F: 3 clusters Score -10962.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 118 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 99 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141846.000000 Penalty: 27083.880859
Splitting cluster 29 changes total score from -10142020.000000 to -10141846.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -15529.010742 Penalty: 260.867035
	Iteration 0F: 2 clusters Score -15529.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15197.580078 Penalty: 521.734070
	Iteration 0F: 3 clusters Score -15197.58 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15298.323242 Penalty: 521.734070
	Iteration 1F: 3 clusters Score -15298.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15361.343750 Penalty: 521.734070
	Iteration 2F: 3 clusters Score -15361.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15410.768555 Penalty: 521.734070
	Iteration 3F: 3 clusters Score -15410.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15437.804688 Penalty: 521.734070
	Iteration 4F: 3 clusters Score -15437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15457.811523 Penalty: 521.734070
	Iteration 5Q: 3 clusters Score -15457.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15483.418945 Penalty: 521.734070
	Iteration 6Q: 3 clusters Score -15483.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15492.235352 Penalty: 521.734070
	Iteration 7Q: 3 clusters Score -15492.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15494.329102 Penalty: 521.734070
	Iteration 8Q: 3 clusters Score -15494.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15494.329102 Penalty: 521.734070
	Iteration 9F: 3 clusters Score -15494.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -61724.492188 Penalty: 321.212585
	Iteration 0F: 2 clusters Score -61724.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -60821.804688 Penalty: 642.425171
	Iteration 0F: 3 clusters Score -60821.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -61155.593750 Penalty: 642.425171
	Iteration 1F: 3 clusters Score -61155.59 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -61237.441406 Penalty: 642.425171
	Iteration 2F: 3 clusters Score -61237.44 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -61296.996094 Penalty: 642.425171
	Iteration 3F: 3 clusters Score -61297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -61348.011719 Penalty: 642.425171
	Iteration 4Q: 3 clusters Score -61348.01 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -61400.257812 Penalty: 642.425171
	Iteration 5F: 3 clusters Score -61400.26 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -61436.554688 Penalty: 642.425171
	Iteration 6Q: 3 clusters Score -61436.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -61473.609375 Penalty: 642.425171
	Iteration 7Q: 3 clusters Score -61473.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -61501.863281 Penalty: 642.425171
	Iteration 8Q: 3 clusters Score -61501.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -61531.031250 Penalty: 642.425171
	Iteration 9Q: 3 clusters Score -61531.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -61560.531250 Penalty: 642.425171
	Iteration 10Q: 3 clusters Score -61560.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -61579.546875 Penalty: 642.425171
	Iteration 11Q: 3 clusters Score -61579.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -61595.113281 Penalty: 642.425171
	Iteration 12Q: 3 clusters Score -61595.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61613.007812 Penalty: 642.425171
	Iteration 13Q: 3 clusters Score -61613.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61637.902344 Penalty: 642.425171
	Iteration 14Q: 3 clusters Score -61637.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61654.839844 Penalty: 642.425171
	Iteration 15Q: 3 clusters Score -61654.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61676.062500 Penalty: 642.425171
	Iteration 16Q: 3 clusters Score -61676.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61686.964844 Penalty: 642.425171
	Iteration 17Q: 3 clusters Score -61686.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61696.390625 Penalty: 642.425171
	Iteration 18Q: 3 clusters Score -61696.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61701.539062 Penalty: 642.425171
	Iteration 19Q: 3 clusters Score -61701.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61703.257812 Penalty: 642.425171
	Iteration 20F: 3 clusters Score -61703.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61704.238281 Penalty: 642.425171
	Iteration 21Q: 3 clusters Score -61704.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61704.644531 Penalty: 642.425171
	Iteration 22Q: 3 clusters Score -61704.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61705.082031 Penalty: 642.425171
	Iteration 23Q: 3 clusters Score -61705.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61705.273438 Penalty: 642.425171
	Iteration 24Q: 3 clusters Score -61705.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61705.554688 Penalty: 642.425171
	Iteration 25Q: 3 clusters Score -61705.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61705.554688 Penalty: 642.425171
	Iteration 26F: 3 clusters Score -61705.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -74790.640625 Penalty: 329.968445
	Iteration 0F: 2 clusters Score -74790.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -73728.906250 Penalty: 659.936890
	Iteration 0F: 3 clusters Score -73728.91 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -74117.664062 Penalty: 659.936890
	Iteration 1F: 3 clusters Score -74117.66 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -74204.671875 Penalty: 659.936890
	Iteration 2F: 3 clusters Score -74204.67 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -74281.070312 Penalty: 659.936890
	Iteration 3F: 3 clusters Score -74281.07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -74337.898438 Penalty: 659.936890
	Iteration 4F: 3 clusters Score -74337.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -74377.695312 Penalty: 659.936890
	Iteration 5Q: 3 clusters Score -74377.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -74417.007812 Penalty: 659.936890
	Iteration 6Q: 3 clusters Score -74417.01 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -74455.500000 Penalty: 659.936890
	Iteration 7Q: 3 clusters Score -74455.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -74475.492188 Penalty: 659.936890
	Iteration 8Q: 3 clusters Score -74475.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -74491.679688 Penalty: 659.936890
	Iteration 9Q: 3 clusters Score -74491.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -74505.312500 Penalty: 659.936890
	Iteration 10Q: 3 clusters Score -74505.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -74517.960938 Penalty: 659.936890
	Iteration 11Q: 3 clusters Score -74517.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -74523.851562 Penalty: 659.936890
	Iteration 12Q: 3 clusters Score -74523.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -74531.406250 Penalty: 659.936890
	Iteration 13Q: 3 clusters Score -74531.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -74538.937500 Penalty: 659.936890
	Iteration 14Q: 3 clusters Score -74538.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -74543.304688 Penalty: 659.936890
	Iteration 15Q: 3 clusters Score -74543.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -74547.453125 Penalty: 659.936890
	Iteration 16Q: 3 clusters Score -74547.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -74549.867188 Penalty: 659.936890
	Iteration 17Q: 3 clusters Score -74549.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -74551.875000 Penalty: 659.936890
	Iteration 18Q: 3 clusters Score -74551.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -74552.648438 Penalty: 659.936890
	Iteration 19Q: 3 clusters Score -74552.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -74552.632812 Penalty: 659.936890
	Iteration 20F: 3 clusters Score -74552.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -74552.664062 Penalty: 659.936890
	Iteration 21Q: 3 clusters Score -74552.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -74552.750000 Penalty: 659.936890
	Iteration 22Q: 3 clusters Score -74552.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -74552.875000 Penalty: 659.936890
	Iteration 23Q: 3 clusters Score -74552.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -74552.906250 Penalty: 659.936890
	Iteration 24Q: 3 clusters Score -74552.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -74552.906250 Penalty: 659.936890
	Iteration 25F: 3 clusters Score -74552.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10804.198242 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10804.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10502.864258 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -10502.86 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10575.878906 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -10575.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10620.722656 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -10620.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10661.861328 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -10661.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10687.444336 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -10687.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10705.561523 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -10705.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10743.762695 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -10743.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10773.858398 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -10773.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10779.618164 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -10779.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10796.771484 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -10796.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10839.315430 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -10839.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10858.157227 Penalty: 485.277405
	Iteration 11Q: 3 clusters Score -10858.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10863.930664 Penalty: 485.277405
	Iteration 12Q: 3 clusters Score -10863.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10863.930664 Penalty: 485.277405
	Iteration 13F: 3 clusters Score -10863.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 74 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141772.000000 Penalty: 27083.880859
Splitting cluster 33 changes total score from -10142020.000000 to -10141772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -40791.375000 Penalty: 303.404388
	Iteration 0F: 2 clusters Score -40791.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40141.855469 Penalty: 606.808777
	Iteration 0F: 3 clusters Score -40141.86 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -40395.968750 Penalty: 606.808777
	Iteration 1F: 3 clusters Score -40395.97 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -40533.152344 Penalty: 606.808777
	Iteration 2F: 3 clusters Score -40533.15 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40618.953125 Penalty: 606.808777
	Iteration 3F: 3 clusters Score -40618.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40662.617188 Penalty: 606.808777
	Iteration 4F: 3 clusters Score -40662.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40699.652344 Penalty: 606.808777
	Iteration 5F: 3 clusters Score -40699.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40722.484375 Penalty: 606.808777
	Iteration 6Q: 3 clusters Score -40722.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40731.457031 Penalty: 606.808777
	Iteration 7Q: 3 clusters Score -40731.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40733.515625 Penalty: 606.808777
	Iteration 8Q: 3 clusters Score -40733.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40737.628906 Penalty: 606.808777
	Iteration 9Q: 3 clusters Score -40737.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40738.851562 Penalty: 606.808777
	Iteration 10Q: 3 clusters Score -40738.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40740.250000 Penalty: 606.808777
	Iteration 11Q: 3 clusters Score -40740.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40741.828125 Penalty: 606.808777
	Iteration 12Q: 3 clusters Score -40741.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40741.828125 Penalty: 606.808777
	Iteration 13F: 3 clusters Score -40741.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -20858.140625 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -20858.14 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 195 members 
Entering Unmasked Estep 
Score: -20441.943359 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -20441.94 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20605.142578 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -20605.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20654.208984 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -20654.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20675.736328 Penalty: 539.834290
	Iteration 3Q: 3 clusters Score -20675.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20698.828125 Penalty: 539.834290
	Iteration 4Q: 3 clusters Score -20698.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20738.917969 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -20738.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20815.009766 Penalty: 539.834290
	Iteration 6F: 3 clusters Score -20815.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20893.113281 Penalty: 539.834290
	Iteration 7F: 3 clusters Score -20893.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20928.917969 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -20928.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20972.251953 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -20972.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21027.164062 Penalty: 539.834290
	Iteration 10Q: 3 clusters Score -21027.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21049.910156 Penalty: 539.834290
	Iteration 11Q: 3 clusters Score -21049.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21060.244141 Penalty: 539.834290
	Iteration 12Q: 3 clusters Score -21060.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21067.070312 Penalty: 539.834290
	Iteration 13Q: 3 clusters Score -21067.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21075.712891 Penalty: 539.834290
	Iteration 14Q: 3 clusters Score -21075.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21081.021484 Penalty: 539.834290
	Iteration 15Q: 3 clusters Score -21081.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21086.873047 Penalty: 539.834290
	Iteration 16Q: 3 clusters Score -21086.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21086.873047 Penalty: 539.834290
	Iteration 17F: 3 clusters Score -21086.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 130 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141967.000000 Penalty: 27083.880859
Splitting cluster 35 changes total score from -10142020.000000 to -10141967.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8091.927246 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8091.927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7829.084473 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -7829.084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7914.958496 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -7914.958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7947.942383 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -7947.942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7956.255371 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -7956.255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7958.784180 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -7958.784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7962.945312 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -7962.945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7965.634766 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -7965.635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7969.482422 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -7969.482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7969.482422 Penalty: 466.280701
	Iteration 8F: 3 clusters Score -7969.482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -5086.154297 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -5086.154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4901.235840 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -4901.236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4964.824219 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -4964.824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4982.225586 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -4982.226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4989.425293 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -4989.425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4989.918457 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -4989.918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4989.918457 Penalty: 436.416962
	Iteration 5F: 3 clusters Score -4989.918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -14501.433594 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -14501.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14150.110352 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -14150.11 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14243.228516 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -14243.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14276.249023 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -14276.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14304.296875 Penalty: 508.779846
	Iteration 3F: 3 clusters Score -14304.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14323.941406 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -14323.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14331.098633 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -14331.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14338.429688 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -14338.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14353.220703 Penalty: 508.779846
	Iteration 7Q: 3 clusters Score -14353.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14370.820312 Penalty: 508.779846
	Iteration 8Q: 3 clusters Score -14370.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14374.842773 Penalty: 508.779846
	Iteration 9Q: 3 clusters Score -14374.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14374.842773 Penalty: 508.779846
	Iteration 10F: 3 clusters Score -14374.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -73180.148438 Penalty: 328.858643
	Iteration 0F: 2 clusters Score -73180.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72145.140625 Penalty: 657.717285
	Iteration 0F: 3 clusters Score -72145.14 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -72522.632812 Penalty: 657.717285
	Iteration 1F: 3 clusters Score -72522.63 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -72629.257812 Penalty: 657.717285
	Iteration 2F: 3 clusters Score -72629.26 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -72675.507812 Penalty: 657.717285
	Iteration 3F: 3 clusters Score -72675.51 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -72708.101562 Penalty: 657.717285
	Iteration 4Q: 3 clusters Score -72708.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -72735.335938 Penalty: 657.717285
	Iteration 5Q: 3 clusters Score -72735.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -72755.257812 Penalty: 657.717285
	Iteration 6Q: 3 clusters Score -72755.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -72773.117188 Penalty: 657.717285
	Iteration 7Q: 3 clusters Score -72773.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -72786.726562 Penalty: 657.717285
	Iteration 8Q: 3 clusters Score -72786.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -72804.187500 Penalty: 657.717285
	Iteration 9Q: 3 clusters Score -72804.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -72824.429688 Penalty: 657.717285
	Iteration 10Q: 3 clusters Score -72824.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -72841.953125 Penalty: 657.717285
	Iteration 11Q: 3 clusters Score -72841.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -72855.937500 Penalty: 657.717285
	Iteration 12Q: 3 clusters Score -72855.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -72862.867188 Penalty: 657.717285
	Iteration 13Q: 3 clusters Score -72862.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -72870.734375 Penalty: 657.717285
	Iteration 14Q: 3 clusters Score -72870.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -72879.195312 Penalty: 657.717285
	Iteration 15Q: 3 clusters Score -72879.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -72889.093750 Penalty: 657.717285
	Iteration 16Q: 3 clusters Score -72889.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -72897.179688 Penalty: 657.717285
	Iteration 17Q: 3 clusters Score -72897.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -72904.492188 Penalty: 657.717285
	Iteration 18Q: 3 clusters Score -72904.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -72912.109375 Penalty: 657.717285
	Iteration 19Q: 3 clusters Score -72912.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -72928.226562 Penalty: 657.717285
	Iteration 20F: 3 clusters Score -72928.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -72934.281250 Penalty: 657.717285
	Iteration 21Q: 3 clusters Score -72934.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -72940.828125 Penalty: 657.717285
	Iteration 22Q: 3 clusters Score -72940.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -72945.742188 Penalty: 657.717285
	Iteration 23Q: 3 clusters Score -72945.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -72950.570312 Penalty: 657.717285
	Iteration 24Q: 3 clusters Score -72950.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -72953.773438 Penalty: 657.717285
	Iteration 25Q: 3 clusters Score -72953.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -72954.460938 Penalty: 657.717285
	Iteration 26Q: 3 clusters Score -72954.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -72956.492188 Penalty: 657.717285
	Iteration 27Q: 3 clusters Score -72956.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -72956.953125 Penalty: 657.717285
	Iteration 28Q: 3 clusters Score -72956.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -72957.656250 Penalty: 657.717285
	Iteration 29Q: 3 clusters Score -72957.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -72958.515625 Penalty: 657.717285
	Iteration 30Q: 3 clusters Score -72958.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -72962.164062 Penalty: 657.717285
	Iteration 31Q: 3 clusters Score -72962.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -72967.890625 Penalty: 657.717285
	Iteration 32Q: 3 clusters Score -72967.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -72977.843750 Penalty: 657.717285
	Iteration 33Q: 3 clusters Score -72977.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -72990.468750 Penalty: 657.717285
	Iteration 34Q: 3 clusters Score -72990.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -73004.328125 Penalty: 657.717285
	Iteration 35Q: 3 clusters Score -73004.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -73013.437500 Penalty: 657.717285
	Iteration 36Q: 3 clusters Score -73013.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -73019.070312 Penalty: 657.717285
	Iteration 37Q: 3 clusters Score -73019.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -73025.406250 Penalty: 657.717285
	Iteration 38Q: 3 clusters Score -73025.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -73041.500000 Penalty: 657.717285
	Iteration 39Q: 3 clusters Score -73041.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -73061.445312 Penalty: 657.717285
	Iteration 40F: 3 clusters Score -73061.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -73076.789062 Penalty: 657.717285
	Iteration 41Q: 3 clusters Score -73076.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -73084.101562 Penalty: 657.717285
	Iteration 42Q: 3 clusters Score -73084.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -73090.585938 Penalty: 657.717285
	Iteration 43Q: 3 clusters Score -73090.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -73095.265625 Penalty: 657.717285
	Iteration 44Q: 3 clusters Score -73095.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -73096.414062 Penalty: 657.717285
	Iteration 45Q: 3 clusters Score -73096.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -73096.898438 Penalty: 657.717285
	Iteration 46Q: 3 clusters Score -73096.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -73096.898438 Penalty: 657.717285
	Iteration 47F: 3 clusters Score -73096.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -26093.621094 Penalty: 281.190765
	Iteration 0F: 2 clusters Score -26093.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25630.539062 Penalty: 562.381531
	Iteration 0F: 3 clusters Score -25630.54 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25826.123047 Penalty: 562.381531
	Iteration 1F: 3 clusters Score -25826.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25891.984375 Penalty: 562.381531
	Iteration 2F: 3 clusters Score -25891.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25940.574219 Penalty: 562.381531
	Iteration 3F: 3 clusters Score -25940.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25987.121094 Penalty: 562.381531
	Iteration 4Q: 3 clusters Score -25987.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26043.363281 Penalty: 562.381531
	Iteration 5Q: 3 clusters Score -26043.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26061.337891 Penalty: 562.381531
	Iteration 6Q: 3 clusters Score -26061.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26074.712891 Penalty: 562.381531
	Iteration 7Q: 3 clusters Score -26074.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26080.712891 Penalty: 562.381531
	Iteration 8Q: 3 clusters Score -26080.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26089.236328 Penalty: 562.381531
	Iteration 9Q: 3 clusters Score -26089.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26107.791016 Penalty: 562.381531
	Iteration 10Q: 3 clusters Score -26107.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26126.878906 Penalty: 562.381531
	Iteration 11Q: 3 clusters Score -26126.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26151.156250 Penalty: 562.381531
	Iteration 12Q: 3 clusters Score -26151.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26180.816406 Penalty: 562.381531
	Iteration 13Q: 3 clusters Score -26180.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26200.203125 Penalty: 562.381531
	Iteration 14Q: 3 clusters Score -26200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26205.154297 Penalty: 562.381531
	Iteration 15Q: 3 clusters Score -26205.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26220.404297 Penalty: 562.381531
	Iteration 16Q: 3 clusters Score -26220.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26241.433594 Penalty: 562.381531
	Iteration 17Q: 3 clusters Score -26241.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26242.882812 Penalty: 562.381531
	Iteration 18Q: 3 clusters Score -26242.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26242.882812 Penalty: 562.381531
	Iteration 19F: 3 clusters Score -26242.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 176 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141888.000000 Penalty: 27083.880859
Splitting cluster 40 changes total score from -10142020.000000 to -10141888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -12855.753906 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -12855.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12610.514648 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -12610.51 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12973.928711 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -12973.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13052.140625 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -13052.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13059.469727 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -13059.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13061.699219 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -13061.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13062.355469 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -13062.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13063.193359 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -13063.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13063.193359 Penalty: 509.456421
	Iteration 7F: 3 clusters Score -13063.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 143 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 127 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141924.000000 Penalty: 27083.880859
Splitting cluster 41 changes total score from -10142020.000000 to -10141924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -12704.438477 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -12704.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12404.668945 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -12404.67 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12505.112305 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -12505.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12538.789062 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -12538.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12562.583984 Penalty: 501.354340
	Iteration 3F: 3 clusters Score -12562.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12580.941406 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -12580.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12597.276367 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -12597.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12600.767578 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -12600.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12601.784180 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -12601.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12601.784180 Penalty: 501.354340
	Iteration 8F: 3 clusters Score -12601.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (101714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101714 members 
Entering Unmasked Estep 
Score: -5857569.000000 Penalty: 524.611389
	Iteration 0F: 2 clusters Score -5857569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -5793707.500000 Penalty: 1049.222778
	Iteration 0F: 3 clusters Score -5793708 nChanged 49686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -5825724.500000 Penalty: 1049.222778
	Iteration 1F: 3 clusters Score -5825724 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -5829303.000000 Penalty: 1049.222778
	Iteration 2F: 3 clusters Score -5829303 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71802 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -5834644.500000 Penalty: 1049.222778
	Iteration 3F: 3 clusters Score -5834644 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78382 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -5840532.000000 Penalty: 1049.222778
	Iteration 4F: 3 clusters Score -5840532 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -5845295.000000 Penalty: 1049.222778
	Iteration 5F: 3 clusters Score -5845295 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87875 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -5848627.500000 Penalty: 1049.222778
	Iteration 6Q: 3 clusters Score -5848628 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -5850731.000000 Penalty: 1049.222778
	Iteration 7Q: 3 clusters Score -5850731 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92238 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -5852060.500000 Penalty: 1049.222778
	Iteration 8Q: 3 clusters Score -5852060 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -5852945.500000 Penalty: 1049.222778
	Iteration 9Q: 3 clusters Score -5852946 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94493 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -5853623.000000 Penalty: 1049.222778
	Iteration 10Q: 3 clusters Score -5853623 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -5854333.000000 Penalty: 1049.222778
	Iteration 11Q: 3 clusters Score -5854333 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96068 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -5854903.000000 Penalty: 1049.222778
	Iteration 12Q: 3 clusters Score -5854903 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -5855363.500000 Penalty: 1049.222778
	Iteration 13Q: 3 clusters Score -5855364 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -5855810.500000 Penalty: 1049.222778
	Iteration 14Q: 3 clusters Score -5855810 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97491 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5856102.500000 Penalty: 1049.222778
	Iteration 15Q: 3 clusters Score -5856102 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97807 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -5856365.500000 Penalty: 1049.222778
	Iteration 16Q: 3 clusters Score -5856366 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98091 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5856547.500000 Penalty: 1049.222778
	Iteration 17Q: 3 clusters Score -5856548 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98349 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -5856708.500000 Penalty: 1049.222778
	Iteration 18Q: 3 clusters Score -5856708 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98568 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5856803.500000 Penalty: 1049.222778
	Iteration 19Q: 3 clusters Score -5856804 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98753 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5856915.000000 Penalty: 1049.222778
	Iteration 20F: 3 clusters Score -5856915 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98915 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5856981.000000 Penalty: 1049.222778
	Iteration 21Q: 3 clusters Score -5856981 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99059 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5857058.500000 Penalty: 1049.222778
	Iteration 22Q: 3 clusters Score -5857058 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99185 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5857117.000000 Penalty: 1049.222778
	Iteration 23Q: 3 clusters Score -5857117 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99306 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5857139.500000 Penalty: 1049.222778
	Iteration 24Q: 3 clusters Score -5857140 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99406 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5857170.000000 Penalty: 1049.222778
	Iteration 25Q: 3 clusters Score -5857170 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5857207.500000 Penalty: 1049.222778
	Iteration 26Q: 3 clusters Score -5857208 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99587 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5857240.000000 Penalty: 1049.222778
	Iteration 27Q: 3 clusters Score -5857240 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99667 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5857241.000000 Penalty: 1049.222778
	Iteration 28Q: 3 clusters Score -5857241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99745 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5857261.000000 Penalty: 1049.222778
	Iteration 29Q: 3 clusters Score -5857261 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99817 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5857283.500000 Penalty: 1049.222778
	Iteration 30Q: 3 clusters Score -5857284 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99884 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5857303.000000 Penalty: 1049.222778
	Iteration 31Q: 3 clusters Score -5857303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5857321.500000 Penalty: 1049.222778
	Iteration 32Q: 3 clusters Score -5857322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100006 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5857354.500000 Penalty: 1049.222778
	Iteration 33Q: 3 clusters Score -5857354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100065 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5857391.500000 Penalty: 1049.222778
	Iteration 34Q: 3 clusters Score -5857392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100113 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5857415.500000 Penalty: 1049.222778
	Iteration 35Q: 3 clusters Score -5857416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100156 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5857419.000000 Penalty: 1049.222778
	Iteration 36Q: 3 clusters Score -5857419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5857416.000000 Penalty: 1049.222778
	Iteration 37Q: 3 clusters Score -5857416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100231 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5857439.000000 Penalty: 1049.222778
	Iteration 38Q: 3 clusters Score -5857439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100270 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5857432.000000 Penalty: 1049.222778
	Iteration 39Q: 3 clusters Score -5857432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100302 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5857442.500000 Penalty: 1049.222778
	Iteration 40F: 3 clusters Score -5857442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100332 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5857441.000000 Penalty: 1049.222778
	Iteration 41Q: 3 clusters Score -5857441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100368 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5857445.500000 Penalty: 1049.222778
	Iteration 42Q: 3 clusters Score -5857446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100403 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5857450.500000 Penalty: 1049.222778
	Iteration 43Q: 3 clusters Score -5857450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100438 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5857445.000000 Penalty: 1049.222778
	Iteration 44Q: 3 clusters Score -5857445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5857433.000000 Penalty: 1049.222778
	Iteration 45Q: 3 clusters Score -5857433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100493 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5857435.500000 Penalty: 1049.222778
	Iteration 46Q: 3 clusters Score -5857436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5857450.000000 Penalty: 1049.222778
	Iteration 47Q: 3 clusters Score -5857450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100529 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5857445.500000 Penalty: 1049.222778
	Iteration 48Q: 3 clusters Score -5857446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100548 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5857451.000000 Penalty: 1049.222778
	Iteration 49Q: 3 clusters Score -5857451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100570 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5857459.500000 Penalty: 1049.222778
	Iteration 50Q: 3 clusters Score -5857460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100581 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5857461.000000 Penalty: 1049.222778
	Iteration 51Q: 3 clusters Score -5857461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100596 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5857465.500000 Penalty: 1049.222778
	Iteration 52Q: 3 clusters Score -5857466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100606 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5857462.000000 Penalty: 1049.222778
	Iteration 53Q: 3 clusters Score -5857462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100620 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5857468.500000 Penalty: 1049.222778
	Iteration 54Q: 3 clusters Score -5857468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5857465.000000 Penalty: 1049.222778
	Iteration 55Q: 3 clusters Score -5857465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100641 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5857464.500000 Penalty: 1049.222778
	Iteration 56Q: 3 clusters Score -5857464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5857468.500000 Penalty: 1049.222778
	Iteration 57Q: 3 clusters Score -5857468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100661 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5857474.500000 Penalty: 1049.222778
	Iteration 58Q: 3 clusters Score -5857474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100675 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5857466.500000 Penalty: 1049.222778
	Iteration 59Q: 3 clusters Score -5857466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5857471.000000 Penalty: 1049.222778
	Iteration 60F: 3 clusters Score -5857471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100696 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5857467.000000 Penalty: 1049.222778
	Iteration 61Q: 3 clusters Score -5857467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100704 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5857472.000000 Penalty: 1049.222778
	Iteration 62Q: 3 clusters Score -5857472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100712 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5857480.000000 Penalty: 1049.222778
	Iteration 63Q: 3 clusters Score -5857480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100723 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5857488.500000 Penalty: 1049.222778
	Iteration 64Q: 3 clusters Score -5857488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100738 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5857485.000000 Penalty: 1049.222778
	Iteration 65Q: 3 clusters Score -5857485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100749 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5857491.000000 Penalty: 1049.222778
	Iteration 66Q: 3 clusters Score -5857491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5857500.500000 Penalty: 1049.222778
	Iteration 67Q: 3 clusters Score -5857500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5857497.000000 Penalty: 1049.222778
	Iteration 68Q: 3 clusters Score -5857497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100776 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5857510.500000 Penalty: 1049.222778
	Iteration 69Q: 3 clusters Score -5857510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5857520.500000 Penalty: 1049.222778
	Iteration 70Q: 3 clusters Score -5857520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100797 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5857528.000000 Penalty: 1049.222778
	Iteration 71Q: 3 clusters Score -5857528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5857531.500000 Penalty: 1049.222778
	Iteration 72Q: 3 clusters Score -5857532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100815 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5857546.000000 Penalty: 1049.222778
	Iteration 73Q: 3 clusters Score -5857546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100822 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5857559.500000 Penalty: 1049.222778
	Iteration 74Q: 3 clusters Score -5857560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5857560.500000 Penalty: 1049.222778
	Iteration 75Q: 3 clusters Score -5857560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100832 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5857561.500000 Penalty: 1049.222778
	Iteration 76Q: 3 clusters Score -5857562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100834 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5857560.000000 Penalty: 1049.222778
	Iteration 77Q: 3 clusters Score -5857560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100838 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5857563.000000 Penalty: 1049.222778
	Iteration 78Q: 3 clusters Score -5857563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5857559.500000 Penalty: 1049.222778
	Iteration 79Q: 3 clusters Score -5857560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5857559.500000 Penalty: 1049.222778
	Iteration 80F: 3 clusters Score -5857560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9207.963867 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9207.964 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 103 members 
Entering Unmasked Estep 
Score: -8933.179688 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -8933.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9004.712891 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9004.713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9039.088867 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9039.089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9061.991211 Penalty: 484.836731
	Iteration 3F: 3 clusters Score -9061.991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9073.726562 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9073.727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9074.447266 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9074.447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9074.776367 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9074.776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9074.776367 Penalty: 484.836731
	Iteration 7F: 3 clusters Score -9074.776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -50912.605469 Penalty: 316.262085
	Iteration 0F: 2 clusters Score -50912.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -50130.699219 Penalty: 632.524170
	Iteration 0F: 3 clusters Score -50130.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -50509.058594 Penalty: 632.524170
	Iteration 1F: 3 clusters Score -50509.06 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -50670.269531 Penalty: 632.524170
	Iteration 2F: 3 clusters Score -50670.27 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50820.226562 Penalty: 632.524170
	Iteration 3F: 3 clusters Score -50820.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -50885.421875 Penalty: 632.524170
	Iteration 4F: 3 clusters Score -50885.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -50904.703125 Penalty: 632.524170
	Iteration 5Q: 3 clusters Score -50904.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50914.507812 Penalty: 632.524170
	Iteration 6Q: 3 clusters Score -50914.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50927.109375 Penalty: 632.524170
	Iteration 7Q: 3 clusters Score -50927.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50936.078125 Penalty: 632.524170
	Iteration 8Q: 3 clusters Score -50936.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50940.160156 Penalty: 632.524170
	Iteration 9Q: 3 clusters Score -50940.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50942.097656 Penalty: 632.524170
	Iteration 10Q: 3 clusters Score -50942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50944.238281 Penalty: 632.524170
	Iteration 11Q: 3 clusters Score -50944.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50945.558594 Penalty: 632.524170
	Iteration 12Q: 3 clusters Score -50945.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50947.281250 Penalty: 632.524170
	Iteration 13Q: 3 clusters Score -50947.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50948.902344 Penalty: 632.524170
	Iteration 14Q: 3 clusters Score -50948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50949.445312 Penalty: 632.524170
	Iteration 15Q: 3 clusters Score -50949.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50949.644531 Penalty: 632.524170
	Iteration 16Q: 3 clusters Score -50949.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50949.644531 Penalty: 632.524170
	Iteration 17F: 3 clusters Score -50949.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 728 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141836.000000 Penalty: 27083.880859
Splitting cluster 46 changes total score from -10142020.000000 to -10141836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -43444.132812 Penalty: 305.549957
	Iteration 0F: 2 clusters Score -43444.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -42743.472656 Penalty: 611.099915
	Iteration 0F: 3 clusters Score -42743.47 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42937.125000 Penalty: 611.099915
	Iteration 1F: 3 clusters Score -42937.12 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -42991.382812 Penalty: 611.099915
	Iteration 2F: 3 clusters Score -42991.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -43036.359375 Penalty: 611.099915
	Iteration 3F: 3 clusters Score -43036.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -43070.242188 Penalty: 611.099915
	Iteration 4F: 3 clusters Score -43070.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43090.484375 Penalty: 611.099915
	Iteration 5Q: 3 clusters Score -43090.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -43113.867188 Penalty: 611.099915
	Iteration 6Q: 3 clusters Score -43113.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43130.621094 Penalty: 611.099915
	Iteration 7Q: 3 clusters Score -43130.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43139.238281 Penalty: 611.099915
	Iteration 8Q: 3 clusters Score -43139.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43146.492188 Penalty: 611.099915
	Iteration 9Q: 3 clusters Score -43146.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43157.804688 Penalty: 611.099915
	Iteration 10Q: 3 clusters Score -43157.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43166.628906 Penalty: 611.099915
	Iteration 11Q: 3 clusters Score -43166.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -43168.246094 Penalty: 611.099915
	Iteration 12Q: 3 clusters Score -43168.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -43169.406250 Penalty: 611.099915
	Iteration 13Q: 3 clusters Score -43169.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -43173.148438 Penalty: 611.099915
	Iteration 14Q: 3 clusters Score -43173.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43177.652344 Penalty: 611.099915
	Iteration 15Q: 3 clusters Score -43177.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43179.847656 Penalty: 611.099915
	Iteration 16Q: 3 clusters Score -43179.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -43180.335938 Penalty: 611.099915
	Iteration 17Q: 3 clusters Score -43180.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -43181.210938 Penalty: 611.099915
	Iteration 18Q: 3 clusters Score -43181.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43181.488281 Penalty: 611.099915
	Iteration 19Q: 3 clusters Score -43181.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43182.183594 Penalty: 611.099915
	Iteration 20F: 3 clusters Score -43182.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -17347.869141 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -17347.87 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 158 members 
Entering Unmasked Estep 
Score: -16981.853516 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -16981.85 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17113.330078 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -17113.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17160.705078 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -17160.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17235.437500 Penalty: 526.328125
	Iteration 3F: 3 clusters Score -17235.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17273.880859 Penalty: 526.328125
	Iteration 4F: 3 clusters Score -17273.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17309.335938 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -17309.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17326.662109 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -17326.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17333.601562 Penalty: 526.328125
	Iteration 7Q: 3 clusters Score -17333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17337.521484 Penalty: 526.328125
	Iteration 8Q: 3 clusters Score -17337.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17343.072266 Penalty: 526.328125
	Iteration 9Q: 3 clusters Score -17343.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17347.531250 Penalty: 526.328125
	Iteration 10Q: 3 clusters Score -17347.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17349.333984 Penalty: 526.328125
	Iteration 11Q: 3 clusters Score -17349.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17350.529297 Penalty: 526.328125
	Iteration 12Q: 3 clusters Score -17350.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17353.761719 Penalty: 526.328125
	Iteration 13Q: 3 clusters Score -17353.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17357.859375 Penalty: 526.328125
	Iteration 14Q: 3 clusters Score -17357.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17361.144531 Penalty: 526.328125
	Iteration 15Q: 3 clusters Score -17361.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17361.144531 Penalty: 526.328125
	Iteration 16F: 3 clusters Score -17361.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 150 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141755.000000 Penalty: 27083.880859
Splitting cluster 48 changes total score from -10142020.000000 to -10141755.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -13899.560547 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -13899.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13596.173828 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -13596.17 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13653.963867 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -13653.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13675.153320 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -13675.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13681.813477 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -13681.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13684.812500 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -13684.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13686.002930 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -13686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13687.402344 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -13687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13691.338867 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -13691.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13691.338867 Penalty: 500.985168
	Iteration 8F: 3 clusters Score -13691.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Entering Unmasked Estep 
Score: -288837.750000 Penalty: 391.885468
	Iteration 0F: 2 clusters Score -288837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -285142.250000 Penalty: 783.770935
	Iteration 0F: 3 clusters Score -285142.2 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -286875.875000 Penalty: 783.770935
	Iteration 1F: 3 clusters Score -286875.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -287120.375000 Penalty: 783.770935
	Iteration 2F: 3 clusters Score -287120.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -287292.281250 Penalty: 783.770935
	Iteration 3F: 3 clusters Score -287292.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -287422.218750 Penalty: 783.770935
	Iteration 4F: 3 clusters Score -287422.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -287553.687500 Penalty: 783.770935
	Iteration 5Q: 3 clusters Score -287553.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -287692.562500 Penalty: 783.770935
	Iteration 6Q: 3 clusters Score -287692.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -287819.156250 Penalty: 783.770935
	Iteration 7Q: 3 clusters Score -287819.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -287906.375000 Penalty: 783.770935
	Iteration 8Q: 3 clusters Score -287906.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -287968.000000 Penalty: 783.770935
	Iteration 9Q: 3 clusters Score -287968 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -288030.781250 Penalty: 783.770935
	Iteration 10Q: 3 clusters Score -288030.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -288090.625000 Penalty: 783.770935
	Iteration 11Q: 3 clusters Score -288090.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -288151.406250 Penalty: 783.770935
	Iteration 12Q: 3 clusters Score -288151.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -288210.187500 Penalty: 783.770935
	Iteration 13Q: 3 clusters Score -288210.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -288265.687500 Penalty: 783.770935
	Iteration 14Q: 3 clusters Score -288265.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -288332.250000 Penalty: 783.770935
	Iteration 15Q: 3 clusters Score -288332.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -288401.656250 Penalty: 783.770935
	Iteration 16Q: 3 clusters Score -288401.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -288462.562500 Penalty: 783.770935
	Iteration 17Q: 3 clusters Score -288462.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -288497.500000 Penalty: 783.770935
	Iteration 18Q: 3 clusters Score -288497.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -288512.937500 Penalty: 783.770935
	Iteration 19Q: 3 clusters Score -288512.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -288518.875000 Penalty: 783.770935
	Iteration 20F: 3 clusters Score -288518.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -288522.812500 Penalty: 783.770935
	Iteration 21Q: 3 clusters Score -288522.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -288525.968750 Penalty: 783.770935
	Iteration 22Q: 3 clusters Score -288526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -288527.781250 Penalty: 783.770935
	Iteration 23Q: 3 clusters Score -288527.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -288531.625000 Penalty: 783.770935
	Iteration 24Q: 3 clusters Score -288531.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -288535.843750 Penalty: 783.770935
	Iteration 25Q: 3 clusters Score -288535.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -288537.562500 Penalty: 783.770935
	Iteration 26Q: 3 clusters Score -288537.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -288539.875000 Penalty: 783.770935
	Iteration 27Q: 3 clusters Score -288539.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -288542.750000 Penalty: 783.770935
	Iteration 28Q: 3 clusters Score -288542.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -288545.500000 Penalty: 783.770935
	Iteration 29Q: 3 clusters Score -288545.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -288548.281250 Penalty: 783.770935
	Iteration 30Q: 3 clusters Score -288548.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -288550.812500 Penalty: 783.770935
	Iteration 31Q: 3 clusters Score -288550.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -288556.156250 Penalty: 783.770935
	Iteration 32Q: 3 clusters Score -288556.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -288560.656250 Penalty: 783.770935
	Iteration 33Q: 3 clusters Score -288560.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -288563.875000 Penalty: 783.770935
	Iteration 34Q: 3 clusters Score -288563.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -288566.937500 Penalty: 783.770935
	Iteration 35Q: 3 clusters Score -288566.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -288577.843750 Penalty: 783.770935
	Iteration 36Q: 3 clusters Score -288577.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -288587.531250 Penalty: 783.770935
	Iteration 37Q: 3 clusters Score -288587.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -288593.031250 Penalty: 783.770935
	Iteration 38Q: 3 clusters Score -288593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -288595.687500 Penalty: 783.770935
	Iteration 39Q: 3 clusters Score -288595.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -288600.093750 Penalty: 783.770935
	Iteration 40F: 3 clusters Score -288600.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -288604.593750 Penalty: 783.770935
	Iteration 41Q: 3 clusters Score -288604.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -288609.656250 Penalty: 783.770935
	Iteration 42Q: 3 clusters Score -288609.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -288614.812500 Penalty: 783.770935
	Iteration 43Q: 3 clusters Score -288614.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -288616.593750 Penalty: 783.770935
	Iteration 44Q: 3 clusters Score -288616.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -288619.375000 Penalty: 783.770935
	Iteration 45Q: 3 clusters Score -288619.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -288622.843750 Penalty: 783.770935
	Iteration 46Q: 3 clusters Score -288622.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -288634.187500 Penalty: 783.770935
	Iteration 47Q: 3 clusters Score -288634.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -288643.187500 Penalty: 783.770935
	Iteration 48Q: 3 clusters Score -288643.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -288656.312500 Penalty: 783.770935
	Iteration 49Q: 3 clusters Score -288656.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -288671.375000 Penalty: 783.770935
	Iteration 50Q: 3 clusters Score -288671.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -288682.156250 Penalty: 783.770935
	Iteration 51Q: 3 clusters Score -288682.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -288687.875000 Penalty: 783.770935
	Iteration 52Q: 3 clusters Score -288687.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -288691.218750 Penalty: 783.770935
	Iteration 53Q: 3 clusters Score -288691.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -288693.343750 Penalty: 783.770935
	Iteration 54Q: 3 clusters Score -288693.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -288694.312500 Penalty: 783.770935
	Iteration 55Q: 3 clusters Score -288694.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -288695.718750 Penalty: 783.770935
	Iteration 56Q: 3 clusters Score -288695.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -288697.500000 Penalty: 783.770935
	Iteration 57Q: 3 clusters Score -288697.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -288697.500000 Penalty: 783.770935
	Iteration 58Q: 3 clusters Score -288697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -288698.781250 Penalty: 783.770935
	Iteration 59Q: 3 clusters Score -288698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -288699.687500 Penalty: 783.770935
	Iteration 60F: 3 clusters Score -288699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -288700.031250 Penalty: 783.770935
	Iteration 61Q: 3 clusters Score -288700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -288700.218750 Penalty: 783.770935
	Iteration 62Q: 3 clusters Score -288700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -288699.468750 Penalty: 783.770935
	Iteration 63Q: 3 clusters Score -288699.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -288699.468750 Penalty: 783.770935
	Iteration 64F: 3 clusters Score -288699.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142020.000000 Penalty: 26531.148438
Iteration 199F: 49 clusters Score -1.014202e+07 nChanged 0
Entering ConstructFrom: 
Score: -10142020.000000 Penalty: 26531.148438
Entering ConstructFrom: 
Trying to split cluster 1 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -20717.136719 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -20717.14 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 230 members 
Entering Unmasked Estep 
Score: -20299.751953 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -20299.75 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20492.523438 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -20492.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20630.015625 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -20630.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20710.576172 Penalty: 552.856506
	Iteration 3F: 3 clusters Score -20710.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20746.625000 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -20746.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20762.716797 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -20762.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20774.503906 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -20774.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20782.441406 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -20782.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20784.919922 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -20784.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20789.640625 Penalty: 552.856506
	Iteration 9F: 3 clusters Score -20789.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20805.703125 Penalty: 552.856506
	Iteration 10Q: 3 clusters Score -20805.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20807.906250 Penalty: 552.856506
	Iteration 11Q: 3 clusters Score -20807.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20815.898438 Penalty: 552.856506
	Iteration 12Q: 3 clusters Score -20815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20817.554688 Penalty: 552.856506
	Iteration 13Q: 3 clusters Score -20817.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20823.439453 Penalty: 552.856506
	Iteration 14Q: 3 clusters Score -20823.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20823.439453 Penalty: 552.856506
	Iteration 15F: 3 clusters Score -20823.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141841.000000 Penalty: 27083.880859
Splitting cluster 1 changes total score from -10142020.000000 to -10141841.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -20572.638672 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -20572.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20100.707031 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -20100.71 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20265.044922 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -20265.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20391.845703 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -20391.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -20499.767578 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -20499.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20594.429688 Penalty: 561.434570
	Iteration 4F: 3 clusters Score -20594.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20610.619141 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -20610.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20625.037109 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -20625.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20632.765625 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -20632.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20634.468750 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -20634.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20634.468750 Penalty: 561.434570
	Iteration 9F: 3 clusters Score -20634.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141813.000000 Penalty: 27083.880859
Splitting cluster 2 changes total score from -10142020.000000 to -10141813.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9504.167969 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9504.168 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 89 members 
Entering Unmasked Estep 
Score: -9226.628906 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9226.629 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9283.169922 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9283.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9314.654297 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9314.654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9339.144531 Penalty: 471.542328
	Iteration 3F: 3 clusters Score -9339.145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9360.607422 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -9360.607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9400.180664 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -9400.181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9532.021484 Penalty: 471.542328
	Iteration 6F: 3 clusters Score -9532.021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9549.678711 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -9549.679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9574.628906 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -9574.629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9594.211914 Penalty: 471.542328
	Iteration 9Q: 3 clusters Score -9594.212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9598.425781 Penalty: 471.542328
	Iteration 10Q: 3 clusters Score -9598.426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9601.081055 Penalty: 471.542328
	Iteration 11Q: 3 clusters Score -9601.081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9609.672852 Penalty: 471.542328
	Iteration 12Q: 3 clusters Score -9609.673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9609.672852 Penalty: 471.542328
	Iteration 13F: 3 clusters Score -9609.673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 37 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141801.000000 Penalty: 27083.880859
Splitting cluster 3 changes total score from -10142020.000000 to -10141801.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (37529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Entering Unmasked Estep 
Score: -2010577.500000 Penalty: 479.245544
	Iteration 0F: 2 clusters Score -2010578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -1985442.625000 Penalty: 958.491089
	Iteration 0F: 3 clusters Score -1985443 nChanged 18151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1997343.250000 Penalty: 958.491089
	Iteration 1F: 3 clusters Score -1997343 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1998890.250000 Penalty: 958.491089
	Iteration 2F: 3 clusters Score -1998890 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2000976.625000 Penalty: 958.491089
	Iteration 3F: 3 clusters Score -2000977 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2003575.500000 Penalty: 958.491089
	Iteration 4F: 3 clusters Score -2003576 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2006228.500000 Penalty: 958.491089
	Iteration 5F: 3 clusters Score -2006228 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2008205.000000 Penalty: 958.491089
	Iteration 6F: 3 clusters Score -2008205 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2009379.125000 Penalty: 958.491089
	Iteration 7Q: 3 clusters Score -2009379 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2009887.250000 Penalty: 958.491089
	Iteration 8Q: 3 clusters Score -2009887 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2010057.625000 Penalty: 958.491089
	Iteration 9Q: 3 clusters Score -2010058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2010126.875000 Penalty: 958.491089
	Iteration 10Q: 3 clusters Score -2010127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2010148.625000 Penalty: 958.491089
	Iteration 11Q: 3 clusters Score -2010149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2010159.500000 Penalty: 958.491089
	Iteration 12Q: 3 clusters Score -2010160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -2010166.375000 Penalty: 958.491089
	Iteration 13Q: 3 clusters Score -2010166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2010169.125000 Penalty: 958.491089
	Iteration 14Q: 3 clusters Score -2010169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2010169.250000 Penalty: 958.491089
	Iteration 15Q: 3 clusters Score -2010169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2010167.875000 Penalty: 958.491089
	Iteration 16Q: 3 clusters Score -2010168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2010167.000000 Penalty: 958.491089
	Iteration 17Q: 3 clusters Score -2010167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2010167.000000 Penalty: 958.491089
	Iteration 18F: 3 clusters Score -2010167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -12344.965820 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -12344.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12054.458008 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -12054.46 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12195.293945 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -12195.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12241.707031 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -12241.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12259.245117 Penalty: 498.738159
	Iteration 3F: 3 clusters Score -12259.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12265.510742 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -12265.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12271.600586 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -12271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12279.466797 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -12279.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12282.916992 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -12282.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12287.761719 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -12287.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12294.035156 Penalty: 498.738159
	Iteration 9Q: 3 clusters Score -12294.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12311.753906 Penalty: 498.738159
	Iteration 10Q: 3 clusters Score -12311.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12313.564453 Penalty: 498.738159
	Iteration 11Q: 3 clusters Score -12313.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12313.564453 Penalty: 498.738159
	Iteration 12F: 3 clusters Score -12313.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -185534.437500 Penalty: 366.912354
	Iteration 0F: 2 clusters Score -185534.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -183354.328125 Penalty: 733.824707
	Iteration 0F: 3 clusters Score -183354.3 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -184063.093750 Penalty: 733.824707
	Iteration 1F: 3 clusters Score -184063.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -184163.656250 Penalty: 733.824707
	Iteration 2F: 3 clusters Score -184163.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -184282.328125 Penalty: 733.824707
	Iteration 3F: 3 clusters Score -184282.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -184425.703125 Penalty: 733.824707
	Iteration 4F: 3 clusters Score -184425.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -184560.890625 Penalty: 733.824707
	Iteration 5F: 3 clusters Score -184560.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -184686.890625 Penalty: 733.824707
	Iteration 6F: 3 clusters Score -184686.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -184793.265625 Penalty: 733.824707
	Iteration 7Q: 3 clusters Score -184793.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -184855.031250 Penalty: 733.824707
	Iteration 8Q: 3 clusters Score -184855 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -184890.375000 Penalty: 733.824707
	Iteration 9Q: 3 clusters Score -184890.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -184910.843750 Penalty: 733.824707
	Iteration 10Q: 3 clusters Score -184910.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -184924.921875 Penalty: 733.824707
	Iteration 11Q: 3 clusters Score -184924.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -184934.593750 Penalty: 733.824707
	Iteration 12Q: 3 clusters Score -184934.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -184940.671875 Penalty: 733.824707
	Iteration 13Q: 3 clusters Score -184940.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -184947.953125 Penalty: 733.824707
	Iteration 14Q: 3 clusters Score -184948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -184954.609375 Penalty: 733.824707
	Iteration 15Q: 3 clusters Score -184954.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -184963.484375 Penalty: 733.824707
	Iteration 16Q: 3 clusters Score -184963.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -184972.953125 Penalty: 733.824707
	Iteration 17Q: 3 clusters Score -184973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -184979.734375 Penalty: 733.824707
	Iteration 18Q: 3 clusters Score -184979.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -184987.812500 Penalty: 733.824707
	Iteration 19Q: 3 clusters Score -184987.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -185001.859375 Penalty: 733.824707
	Iteration 20F: 3 clusters Score -185001.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -185015.406250 Penalty: 733.824707
	Iteration 21Q: 3 clusters Score -185015.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -185024.250000 Penalty: 733.824707
	Iteration 22Q: 3 clusters Score -185024.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -185030.796875 Penalty: 733.824707
	Iteration 23Q: 3 clusters Score -185030.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -185036.609375 Penalty: 733.824707
	Iteration 24Q: 3 clusters Score -185036.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -185042.781250 Penalty: 733.824707
	Iteration 25Q: 3 clusters Score -185042.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -185047.109375 Penalty: 733.824707
	Iteration 26Q: 3 clusters Score -185047.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -185051.796875 Penalty: 733.824707
	Iteration 27Q: 3 clusters Score -185051.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -185056.687500 Penalty: 733.824707
	Iteration 28Q: 3 clusters Score -185056.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -185062.734375 Penalty: 733.824707
	Iteration 29Q: 3 clusters Score -185062.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -185068.750000 Penalty: 733.824707
	Iteration 30Q: 3 clusters Score -185068.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -185074.468750 Penalty: 733.824707
	Iteration 31Q: 3 clusters Score -185074.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -185078.125000 Penalty: 733.824707
	Iteration 32Q: 3 clusters Score -185078.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -185083.234375 Penalty: 733.824707
	Iteration 33Q: 3 clusters Score -185083.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -185086.796875 Penalty: 733.824707
	Iteration 34Q: 3 clusters Score -185086.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -185090.031250 Penalty: 733.824707
	Iteration 35Q: 3 clusters Score -185090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -185093.000000 Penalty: 733.824707
	Iteration 36Q: 3 clusters Score -185093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -185095.234375 Penalty: 733.824707
	Iteration 37Q: 3 clusters Score -185095.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -185096.250000 Penalty: 733.824707
	Iteration 38Q: 3 clusters Score -185096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -185097.625000 Penalty: 733.824707
	Iteration 39Q: 3 clusters Score -185097.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -185099.890625 Penalty: 733.824707
	Iteration 40F: 3 clusters Score -185099.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -185102.718750 Penalty: 733.824707
	Iteration 41Q: 3 clusters Score -185102.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -185105.609375 Penalty: 733.824707
	Iteration 42Q: 3 clusters Score -185105.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -185107.421875 Penalty: 733.824707
	Iteration 43Q: 3 clusters Score -185107.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -185109.359375 Penalty: 733.824707
	Iteration 44Q: 3 clusters Score -185109.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -185110.828125 Penalty: 733.824707
	Iteration 45Q: 3 clusters Score -185110.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -185112.875000 Penalty: 733.824707
	Iteration 46Q: 3 clusters Score -185112.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -185114.906250 Penalty: 733.824707
	Iteration 47Q: 3 clusters Score -185114.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -185116.500000 Penalty: 733.824707
	Iteration 48Q: 3 clusters Score -185116.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -185117.750000 Penalty: 733.824707
	Iteration 49Q: 3 clusters Score -185117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -185119.984375 Penalty: 733.824707
	Iteration 50Q: 3 clusters Score -185120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -185122.250000 Penalty: 733.824707
	Iteration 51Q: 3 clusters Score -185122.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -185125.890625 Penalty: 733.824707
	Iteration 52Q: 3 clusters Score -185125.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -185131.125000 Penalty: 733.824707
	Iteration 53Q: 3 clusters Score -185131.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -185135.015625 Penalty: 733.824707
	Iteration 54Q: 3 clusters Score -185135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -185139.859375 Penalty: 733.824707
	Iteration 55Q: 3 clusters Score -185139.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -185145.718750 Penalty: 733.824707
	Iteration 56Q: 3 clusters Score -185145.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -185153.921875 Penalty: 733.824707
	Iteration 57Q: 3 clusters Score -185153.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -185159.359375 Penalty: 733.824707
	Iteration 58Q: 3 clusters Score -185159.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -185164.968750 Penalty: 733.824707
	Iteration 59Q: 3 clusters Score -185165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -185173.187500 Penalty: 733.824707
	Iteration 60F: 3 clusters Score -185173.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -185182.265625 Penalty: 733.824707
	Iteration 61Q: 3 clusters Score -185182.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -185190.296875 Penalty: 733.824707
	Iteration 62Q: 3 clusters Score -185190.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -185193.078125 Penalty: 733.824707
	Iteration 63Q: 3 clusters Score -185193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -185194.015625 Penalty: 733.824707
	Iteration 64Q: 3 clusters Score -185194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -185194.468750 Penalty: 733.824707
	Iteration 65Q: 3 clusters Score -185194.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -185194.468750 Penalty: 733.824707
	Iteration 66F: 3 clusters Score -185194.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Entering Unmasked Estep 
Score: -376052.062500 Penalty: 403.042847
	Iteration 0F: 2 clusters Score -376052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -371371.625000 Penalty: 806.085693
	Iteration 0F: 3 clusters Score -371371.6 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -373352.406250 Penalty: 806.085693
	Iteration 1F: 3 clusters Score -373352.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -373625.687500 Penalty: 806.085693
	Iteration 2F: 3 clusters Score -373625.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -373872.125000 Penalty: 806.085693
	Iteration 3F: 3 clusters Score -373872.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -374072.625000 Penalty: 806.085693
	Iteration 4Q: 3 clusters Score -374072.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -374275.937500 Penalty: 806.085693
	Iteration 5Q: 3 clusters Score -374275.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -374461.093750 Penalty: 806.085693
	Iteration 6Q: 3 clusters Score -374461.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -374607.718750 Penalty: 806.085693
	Iteration 7Q: 3 clusters Score -374607.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -374707.000000 Penalty: 806.085693
	Iteration 8Q: 3 clusters Score -374707 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -374772.031250 Penalty: 806.085693
	Iteration 9Q: 3 clusters Score -374772 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -374819.906250 Penalty: 806.085693
	Iteration 10Q: 3 clusters Score -374819.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -374881.531250 Penalty: 806.085693
	Iteration 11Q: 3 clusters Score -374881.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -374938.312500 Penalty: 806.085693
	Iteration 12Q: 3 clusters Score -374938.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -374987.218750 Penalty: 806.085693
	Iteration 13Q: 3 clusters Score -374987.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -375035.812500 Penalty: 806.085693
	Iteration 14Q: 3 clusters Score -375035.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -375088.656250 Penalty: 806.085693
	Iteration 15Q: 3 clusters Score -375088.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -375136.656250 Penalty: 806.085693
	Iteration 16Q: 3 clusters Score -375136.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -375187.593750 Penalty: 806.085693
	Iteration 17Q: 3 clusters Score -375187.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -375252.437500 Penalty: 806.085693
	Iteration 18Q: 3 clusters Score -375252.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -375318.031250 Penalty: 806.085693
	Iteration 19Q: 3 clusters Score -375318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -375369.281250 Penalty: 806.085693
	Iteration 20F: 3 clusters Score -375369.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -375423.562500 Penalty: 806.085693
	Iteration 21Q: 3 clusters Score -375423.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -375474.625000 Penalty: 806.085693
	Iteration 22Q: 3 clusters Score -375474.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -375537.687500 Penalty: 806.085693
	Iteration 23Q: 3 clusters Score -375537.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -375605.062500 Penalty: 806.085693
	Iteration 24Q: 3 clusters Score -375605.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -375681.093750 Penalty: 806.085693
	Iteration 25Q: 3 clusters Score -375681.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -375740.500000 Penalty: 806.085693
	Iteration 26Q: 3 clusters Score -375740.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -375778.250000 Penalty: 806.085693
	Iteration 27Q: 3 clusters Score -375778.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -375792.875000 Penalty: 806.085693
	Iteration 28Q: 3 clusters Score -375792.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -375800.250000 Penalty: 806.085693
	Iteration 29Q: 3 clusters Score -375800.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -375803.593750 Penalty: 806.085693
	Iteration 30Q: 3 clusters Score -375803.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -375805.343750 Penalty: 806.085693
	Iteration 31Q: 3 clusters Score -375805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -375805.312500 Penalty: 806.085693
	Iteration 32Q: 3 clusters Score -375805.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -375805.468750 Penalty: 806.085693
	Iteration 33Q: 3 clusters Score -375805.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -375806.156250 Penalty: 806.085693
	Iteration 34F: 3 clusters Score -375806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -375807.937500 Penalty: 806.085693
	Iteration 35Q: 3 clusters Score -375807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -375811.218750 Penalty: 806.085693
	Iteration 36Q: 3 clusters Score -375811.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -375817.218750 Penalty: 806.085693
	Iteration 37Q: 3 clusters Score -375817.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -375821.093750 Penalty: 806.085693
	Iteration 38Q: 3 clusters Score -375821.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -375826.406250 Penalty: 806.085693
	Iteration 39Q: 3 clusters Score -375826.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -375831.281250 Penalty: 806.085693
	Iteration 40F: 3 clusters Score -375831.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -375833.531250 Penalty: 806.085693
	Iteration 41Q: 3 clusters Score -375833.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -375833.875000 Penalty: 806.085693
	Iteration 42Q: 3 clusters Score -375833.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -375833.875000 Penalty: 806.085693
	Iteration 43F: 3 clusters Score -375833.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -71992.125000 Penalty: 329.187897
	Iteration 0F: 2 clusters Score -71992.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -70935.335938 Penalty: 658.375793
	Iteration 0F: 3 clusters Score -70935.34 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -71265.156250 Penalty: 658.375793
	Iteration 1F: 3 clusters Score -71265.16 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -71332.570312 Penalty: 658.375793
	Iteration 2F: 3 clusters Score -71332.57 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -71382.914062 Penalty: 658.375793
	Iteration 3F: 3 clusters Score -71382.91 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -71428.078125 Penalty: 658.375793
	Iteration 4F: 3 clusters Score -71428.08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -71452.929688 Penalty: 658.375793
	Iteration 5Q: 3 clusters Score -71452.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -71477.734375 Penalty: 658.375793
	Iteration 6Q: 3 clusters Score -71477.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -71495.914062 Penalty: 658.375793
	Iteration 7Q: 3 clusters Score -71495.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -71515.359375 Penalty: 658.375793
	Iteration 8Q: 3 clusters Score -71515.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -71532.710938 Penalty: 658.375793
	Iteration 9Q: 3 clusters Score -71532.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -71548.257812 Penalty: 658.375793
	Iteration 10Q: 3 clusters Score -71548.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -71558.851562 Penalty: 658.375793
	Iteration 11Q: 3 clusters Score -71558.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -71566.726562 Penalty: 658.375793
	Iteration 12Q: 3 clusters Score -71566.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -71574.890625 Penalty: 658.375793
	Iteration 13Q: 3 clusters Score -71574.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -71588.781250 Penalty: 658.375793
	Iteration 14Q: 3 clusters Score -71588.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -71593.500000 Penalty: 658.375793
	Iteration 15Q: 3 clusters Score -71593.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -71597.742188 Penalty: 658.375793
	Iteration 16Q: 3 clusters Score -71597.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -71600.687500 Penalty: 658.375793
	Iteration 17Q: 3 clusters Score -71600.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -71602.429688 Penalty: 658.375793
	Iteration 18Q: 3 clusters Score -71602.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -71604.562500 Penalty: 658.375793
	Iteration 19Q: 3 clusters Score -71604.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -71606.875000 Penalty: 658.375793
	Iteration 20F: 3 clusters Score -71606.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -71609.796875 Penalty: 658.375793
	Iteration 21Q: 3 clusters Score -71609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -71611.976562 Penalty: 658.375793
	Iteration 22Q: 3 clusters Score -71611.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -71613.296875 Penalty: 658.375793
	Iteration 23Q: 3 clusters Score -71613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -71613.945312 Penalty: 658.375793
	Iteration 24Q: 3 clusters Score -71613.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -71614.265625 Penalty: 658.375793
	Iteration 25Q: 3 clusters Score -71614.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -71615.179688 Penalty: 658.375793
	Iteration 26Q: 3 clusters Score -71615.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -71616.109375 Penalty: 658.375793
	Iteration 27Q: 3 clusters Score -71616.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -71618.375000 Penalty: 658.375793
	Iteration 28Q: 3 clusters Score -71618.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -71620.085938 Penalty: 658.375793
	Iteration 29Q: 3 clusters Score -71620.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -71621.187500 Penalty: 658.375793
	Iteration 30Q: 3 clusters Score -71621.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -71622.507812 Penalty: 658.375793
	Iteration 31Q: 3 clusters Score -71622.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -71624.031250 Penalty: 658.375793
	Iteration 32Q: 3 clusters Score -71624.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -71627.617188 Penalty: 658.375793
	Iteration 33Q: 3 clusters Score -71627.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -71630.234375 Penalty: 658.375793
	Iteration 34Q: 3 clusters Score -71630.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -71633.164062 Penalty: 658.375793
	Iteration 35Q: 3 clusters Score -71633.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -71634.781250 Penalty: 658.375793
	Iteration 36Q: 3 clusters Score -71634.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -71636.679688 Penalty: 658.375793
	Iteration 37Q: 3 clusters Score -71636.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -71638.242188 Penalty: 658.375793
	Iteration 38Q: 3 clusters Score -71638.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -71639.937500 Penalty: 658.375793
	Iteration 39Q: 3 clusters Score -71639.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -71640.789062 Penalty: 658.375793
	Iteration 40F: 3 clusters Score -71640.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -71641.914062 Penalty: 658.375793
	Iteration 41Q: 3 clusters Score -71641.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -71643.375000 Penalty: 658.375793
	Iteration 42Q: 3 clusters Score -71643.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -71646.226562 Penalty: 658.375793
	Iteration 43Q: 3 clusters Score -71646.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -71649.476562 Penalty: 658.375793
	Iteration 44Q: 3 clusters Score -71649.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -71654.093750 Penalty: 658.375793
	Iteration 45Q: 3 clusters Score -71654.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -71658.718750 Penalty: 658.375793
	Iteration 46Q: 3 clusters Score -71658.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -71660.187500 Penalty: 658.375793
	Iteration 47Q: 3 clusters Score -71660.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -71661.437500 Penalty: 658.375793
	Iteration 48Q: 3 clusters Score -71661.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -71661.953125 Penalty: 658.375793
	Iteration 49Q: 3 clusters Score -71661.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -71662.679688 Penalty: 658.375793
	Iteration 50Q: 3 clusters Score -71662.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -71663.773438 Penalty: 658.375793
	Iteration 51Q: 3 clusters Score -71663.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -71664.828125 Penalty: 658.375793
	Iteration 52Q: 3 clusters Score -71664.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -71667.523438 Penalty: 658.375793
	Iteration 53Q: 3 clusters Score -71667.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -71668.000000 Penalty: 658.375793
	Iteration 54Q: 3 clusters Score -71668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -71668.226562 Penalty: 658.375793
	Iteration 55Q: 3 clusters Score -71668.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -71668.304688 Penalty: 658.375793
	Iteration 56Q: 3 clusters Score -71668.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -71668.484375 Penalty: 658.375793
	Iteration 57Q: 3 clusters Score -71668.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -71668.484375 Penalty: 658.375793
	Iteration 58F: 3 clusters Score -71668.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -19570.322266 Penalty: 289.674408
	Iteration 0F: 2 clusters Score -19570.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19036.623047 Penalty: 579.348816
	Iteration 0F: 3 clusters Score -19036.62 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19271.087891 Penalty: 579.348816
	Iteration 1F: 3 clusters Score -19271.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19319.703125 Penalty: 579.348816
	Iteration 2F: 3 clusters Score -19319.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19346.453125 Penalty: 579.348816
	Iteration 3Q: 3 clusters Score -19346.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19374.527344 Penalty: 579.348816
	Iteration 4Q: 3 clusters Score -19374.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -19416.519531 Penalty: 579.348816
	Iteration 5Q: 3 clusters Score -19416.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19450.699219 Penalty: 579.348816
	Iteration 6Q: 3 clusters Score -19450.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19471.269531 Penalty: 579.348816
	Iteration 7Q: 3 clusters Score -19471.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19486.281250 Penalty: 579.348816
	Iteration 8Q: 3 clusters Score -19486.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19498.921875 Penalty: 579.348816
	Iteration 9Q: 3 clusters Score -19498.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19504.582031 Penalty: 579.348816
	Iteration 10Q: 3 clusters Score -19504.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19511.123047 Penalty: 579.348816
	Iteration 11Q: 3 clusters Score -19511.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19512.376953 Penalty: 579.348816
	Iteration 12Q: 3 clusters Score -19512.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19515.472656 Penalty: 579.348816
	Iteration 13Q: 3 clusters Score -19515.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -19521.845703 Penalty: 579.348816
	Iteration 14Q: 3 clusters Score -19521.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19525.757812 Penalty: 579.348816
	Iteration 15Q: 3 clusters Score -19525.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19525.919922 Penalty: 579.348816
	Iteration 16Q: 3 clusters Score -19525.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19525.919922 Penalty: 579.348816
	Iteration 17F: 3 clusters Score -19525.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -17092.595703 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -17092.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16726.406250 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -16726.41 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16856.384766 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -16856.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16927.425781 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -16927.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16961.191406 Penalty: 522.028076
	Iteration 3F: 3 clusters Score -16961.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16993.417969 Penalty: 522.028076
	Iteration 4F: 3 clusters Score -16993.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17022.224609 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -17022.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17026.988281 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -17026.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17033.871094 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -17033.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17041.677734 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -17041.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17047.599609 Penalty: 522.028076
	Iteration 9Q: 3 clusters Score -17047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17048.808594 Penalty: 522.028076
	Iteration 10Q: 3 clusters Score -17048.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17049.132812 Penalty: 522.028076
	Iteration 11Q: 3 clusters Score -17049.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17049.132812 Penalty: 522.028076
	Iteration 12F: 3 clusters Score -17049.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -30256.710938 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -30256.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29668.425781 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -29668.43 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29835.261719 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -29835.26 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29885.792969 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -29885.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29906.029297 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -29906.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -29921.808594 Penalty: 590.517639
	Iteration 4Q: 3 clusters Score -29921.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -29937.537109 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -29937.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -29951.421875 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -29951.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -29968.167969 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -29968.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -29987.783203 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -29987.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -30002.625000 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -30002.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -30013.466797 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -30013.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -30033.826172 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -30033.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -30053.369141 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -30053.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -30063.646484 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -30063.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -30080.751953 Penalty: 590.517639
	Iteration 14Q: 3 clusters Score -30080.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -30096.560547 Penalty: 590.517639
	Iteration 15Q: 3 clusters Score -30096.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -30107.044922 Penalty: 590.517639
	Iteration 16Q: 3 clusters Score -30107.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -30113.171875 Penalty: 590.517639
	Iteration 17Q: 3 clusters Score -30113.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -30114.923828 Penalty: 590.517639
	Iteration 18Q: 3 clusters Score -30114.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -30115.943359 Penalty: 590.517639
	Iteration 19Q: 3 clusters Score -30115.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -30116.298828 Penalty: 590.517639
	Iteration 20F: 3 clusters Score -30116.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -4728.611328 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -4728.611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4528.870117 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -4528.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4557.193848 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -4557.194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4566.352051 Penalty: 430.192291
	Iteration 2Q: 3 clusters Score -4566.352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4567.424316 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -4567.424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4569.712402 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -4569.712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4569.712402 Penalty: 430.192291
	Iteration 5F: 3 clusters Score -4569.712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -36792.226562 Penalty: 292.917694
	Iteration 0F: 2 clusters Score -36792.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -36235.910156 Penalty: 585.835388
	Iteration 0F: 3 clusters Score -36235.91 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36391.765625 Penalty: 585.835388
	Iteration 1F: 3 clusters Score -36391.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36434.542969 Penalty: 585.835388
	Iteration 2F: 3 clusters Score -36434.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36461.027344 Penalty: 585.835388
	Iteration 3F: 3 clusters Score -36461.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36476.613281 Penalty: 585.835388
	Iteration 4Q: 3 clusters Score -36476.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36488.746094 Penalty: 585.835388
	Iteration 5Q: 3 clusters Score -36488.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -36500.406250 Penalty: 585.835388
	Iteration 6Q: 3 clusters Score -36500.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -36513.589844 Penalty: 585.835388
	Iteration 7Q: 3 clusters Score -36513.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36518.082031 Penalty: 585.835388
	Iteration 8Q: 3 clusters Score -36518.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36523.332031 Penalty: 585.835388
	Iteration 9Q: 3 clusters Score -36523.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36532.832031 Penalty: 585.835388
	Iteration 10Q: 3 clusters Score -36532.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -36542.011719 Penalty: 585.835388
	Iteration 11Q: 3 clusters Score -36542.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36549.265625 Penalty: 585.835388
	Iteration 12Q: 3 clusters Score -36549.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36550.632812 Penalty: 585.835388
	Iteration 13Q: 3 clusters Score -36550.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36552.734375 Penalty: 585.835388
	Iteration 14Q: 3 clusters Score -36552.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -36554.363281 Penalty: 585.835388
	Iteration 15Q: 3 clusters Score -36554.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -36554.363281 Penalty: 585.835388
	Iteration 16F: 3 clusters Score -36554.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -40578.378906 Penalty: 307.281433
	Iteration 0F: 2 clusters Score -40578.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -39908.839844 Penalty: 614.562866
	Iteration 0F: 3 clusters Score -39908.84 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40364.734375 Penalty: 614.562866
	Iteration 1F: 3 clusters Score -40364.73 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -40500.324219 Penalty: 614.562866
	Iteration 2F: 3 clusters Score -40500.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40586.285156 Penalty: 614.562866
	Iteration 3F: 3 clusters Score -40586.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40641.480469 Penalty: 614.562866
	Iteration 4Q: 3 clusters Score -40641.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -40677.082031 Penalty: 614.562866
	Iteration 5Q: 3 clusters Score -40677.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40685.457031 Penalty: 614.562866
	Iteration 6Q: 3 clusters Score -40685.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -40689.207031 Penalty: 614.562866
	Iteration 7Q: 3 clusters Score -40689.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40695.171875 Penalty: 614.562866
	Iteration 8Q: 3 clusters Score -40695.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -40697.199219 Penalty: 614.562866
	Iteration 9Q: 3 clusters Score -40697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -40697.578125 Penalty: 614.562866
	Iteration 10Q: 3 clusters Score -40697.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -40698.332031 Penalty: 614.562866
	Iteration 11Q: 3 clusters Score -40698.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -40698.332031 Penalty: 614.562866
	Iteration 12F: 3 clusters Score -40698.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 535 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141892.000000 Penalty: 27083.880859
Splitting cluster 15 changes total score from -10142020.000000 to -10141892.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -6966.599121 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -6966.599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6685.950684 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -6685.951 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6817.858887 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -6817.859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6852.064453 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -6852.064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6862.576172 Penalty: 502.452942
	Iteration 3F: 3 clusters Score -6862.576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6872.957520 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -6872.958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6878.165039 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -6878.165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6878.838867 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -6878.839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6879.741699 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -6879.742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6879.741699 Penalty: 502.452942
	Iteration 8F: 3 clusters Score -6879.742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Entering Unmasked Estep 
Score: -462880.375000 Penalty: 408.860535
	Iteration 0F: 2 clusters Score -462880.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -457529.812500 Penalty: 817.721069
	Iteration 0F: 3 clusters Score -457529.8 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -459530.593750 Penalty: 817.721069
	Iteration 1F: 3 clusters Score -459530.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -459669.718750 Penalty: 817.721069
	Iteration 2Q: 3 clusters Score -459669.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -459886.468750 Penalty: 817.721069
	Iteration 3F: 3 clusters Score -459886.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -460228.718750 Penalty: 817.721069
	Iteration 4F: 3 clusters Score -460228.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -460725.687500 Penalty: 817.721069
	Iteration 5F: 3 clusters Score -460725.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -461294.906250 Penalty: 817.721069
	Iteration 6F: 3 clusters Score -461294.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -461680.968750 Penalty: 817.721069
	Iteration 7F: 3 clusters Score -461681 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -461997.812500 Penalty: 817.721069
	Iteration 8Q: 3 clusters Score -461997.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -462271.906250 Penalty: 817.721069
	Iteration 9Q: 3 clusters Score -462271.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -462433.906250 Penalty: 817.721069
	Iteration 10Q: 3 clusters Score -462433.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -462529.687500 Penalty: 817.721069
	Iteration 11Q: 3 clusters Score -462529.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -462581.062500 Penalty: 817.721069
	Iteration 12Q: 3 clusters Score -462581.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -462605.593750 Penalty: 817.721069
	Iteration 13Q: 3 clusters Score -462605.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -462621.937500 Penalty: 817.721069
	Iteration 14Q: 3 clusters Score -462621.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -462626.187500 Penalty: 817.721069
	Iteration 15Q: 3 clusters Score -462626.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -462628.531250 Penalty: 817.721069
	Iteration 16Q: 3 clusters Score -462628.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -462632.187500 Penalty: 817.721069
	Iteration 17Q: 3 clusters Score -462632.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -462639.750000 Penalty: 817.721069
	Iteration 18Q: 3 clusters Score -462639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -462640.281250 Penalty: 817.721069
	Iteration 19Q: 3 clusters Score -462640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -462640.875000 Penalty: 817.721069
	Iteration 20F: 3 clusters Score -462640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -462641.500000 Penalty: 817.721069
	Iteration 21Q: 3 clusters Score -462641.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -462641.500000 Penalty: 817.721069
	Iteration 22F: 3 clusters Score -462641.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -12317.659180 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -12317.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12010.458008 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -12010.46 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12109.743164 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -12109.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12132.246094 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -12132.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12142.184570 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -12142.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12148.564453 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -12148.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12151.357422 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -12151.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12152.232422 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -12152.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12154.341797 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -12154.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12156.420898 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -12156.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12158.425781 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -12158.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12162.313477 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -12162.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12163.022461 Penalty: 499.116516
	Iteration 11Q: 3 clusters Score -12163.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12163.850586 Penalty: 499.116516
	Iteration 12Q: 3 clusters Score -12163.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12164.538086 Penalty: 499.116516
	Iteration 13Q: 3 clusters Score -12164.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12164.538086 Penalty: 499.116516
	Iteration 14F: 3 clusters Score -12164.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -39672.914062 Penalty: 300.847870
	Iteration 0F: 2 clusters Score -39672.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39028.878906 Penalty: 601.695740
	Iteration 0F: 3 clusters Score -39028.88 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39217.066406 Penalty: 601.695740
	Iteration 1F: 3 clusters Score -39217.07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -39281.468750 Penalty: 601.695740
	Iteration 2F: 3 clusters Score -39281.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -39307.179688 Penalty: 601.695740
	Iteration 3F: 3 clusters Score -39307.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -39318.875000 Penalty: 601.695740
	Iteration 4Q: 3 clusters Score -39318.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -39329.914062 Penalty: 601.695740
	Iteration 5Q: 3 clusters Score -39329.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -39336.332031 Penalty: 601.695740
	Iteration 6Q: 3 clusters Score -39336.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -39339.597656 Penalty: 601.695740
	Iteration 7Q: 3 clusters Score -39339.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -39342.562500 Penalty: 601.695740
	Iteration 8Q: 3 clusters Score -39342.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -39347.984375 Penalty: 601.695740
	Iteration 9Q: 3 clusters Score -39347.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -39350.792969 Penalty: 601.695740
	Iteration 10Q: 3 clusters Score -39350.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -39355.171875 Penalty: 601.695740
	Iteration 11Q: 3 clusters Score -39355.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -39359.554688 Penalty: 601.695740
	Iteration 12Q: 3 clusters Score -39359.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39362.398438 Penalty: 601.695740
	Iteration 13Q: 3 clusters Score -39362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39363.269531 Penalty: 601.695740
	Iteration 14Q: 3 clusters Score -39363.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39364.296875 Penalty: 601.695740
	Iteration 15Q: 3 clusters Score -39364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -39364.960938 Penalty: 601.695740
	Iteration 16Q: 3 clusters Score -39364.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -39365.234375 Penalty: 601.695740
	Iteration 17Q: 3 clusters Score -39365.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -39365.550781 Penalty: 601.695740
	Iteration 18Q: 3 clusters Score -39365.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -39365.714844 Penalty: 601.695740
	Iteration 19Q: 3 clusters Score -39365.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -39365.742188 Penalty: 601.695740
	Iteration 20F: 3 clusters Score -39365.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -113447.906250 Penalty: 349.152802
	Iteration 0F: 2 clusters Score -113447.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -111900.281250 Penalty: 698.305603
	Iteration 0F: 3 clusters Score -111900.3 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -112648.242188 Penalty: 698.305603
	Iteration 1F: 3 clusters Score -112648.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -112792.117188 Penalty: 698.305603
	Iteration 2F: 3 clusters Score -112792.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -112893.382812 Penalty: 698.305603
	Iteration 3F: 3 clusters Score -112893.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -112998.507812 Penalty: 698.305603
	Iteration 4F: 3 clusters Score -112998.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -113087.351562 Penalty: 698.305603
	Iteration 5Q: 3 clusters Score -113087.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -113158.882812 Penalty: 698.305603
	Iteration 6Q: 3 clusters Score -113158.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -113227.218750 Penalty: 698.305603
	Iteration 7Q: 3 clusters Score -113227.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -113288.601562 Penalty: 698.305603
	Iteration 8Q: 3 clusters Score -113288.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -113314.429688 Penalty: 698.305603
	Iteration 9Q: 3 clusters Score -113314.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -113332.906250 Penalty: 698.305603
	Iteration 10Q: 3 clusters Score -113332.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -113347.445312 Penalty: 698.305603
	Iteration 11Q: 3 clusters Score -113347.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -113362.015625 Penalty: 698.305603
	Iteration 12Q: 3 clusters Score -113362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -113384.367188 Penalty: 698.305603
	Iteration 13Q: 3 clusters Score -113384.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -113403.148438 Penalty: 698.305603
	Iteration 14Q: 3 clusters Score -113403.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -113423.796875 Penalty: 698.305603
	Iteration 15Q: 3 clusters Score -113423.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -113447.812500 Penalty: 698.305603
	Iteration 16Q: 3 clusters Score -113447.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -113473.304688 Penalty: 698.305603
	Iteration 17Q: 3 clusters Score -113473.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -113499.445312 Penalty: 698.305603
	Iteration 18Q: 3 clusters Score -113499.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -113516.804688 Penalty: 698.305603
	Iteration 19Q: 3 clusters Score -113516.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -113526.625000 Penalty: 698.305603
	Iteration 20F: 3 clusters Score -113526.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -113531.093750 Penalty: 698.305603
	Iteration 21Q: 3 clusters Score -113531.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -113533.617188 Penalty: 698.305603
	Iteration 22Q: 3 clusters Score -113533.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -113534.367188 Penalty: 698.305603
	Iteration 23Q: 3 clusters Score -113534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -113534.875000 Penalty: 698.305603
	Iteration 24Q: 3 clusters Score -113534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -113535.554688 Penalty: 698.305603
	Iteration 25Q: 3 clusters Score -113535.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -113535.617188 Penalty: 698.305603
	Iteration 26Q: 3 clusters Score -113535.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -113535.617188 Penalty: 698.305603
	Iteration 27F: 3 clusters Score -113535.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 1681 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141902.000000 Penalty: 27083.880859
Splitting cluster 20 changes total score from -10142020.000000 to -10141902.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -70438.625000 Penalty: 328.858643
	Iteration 0F: 2 clusters Score -70438.62 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 711 members 
Entering Unmasked Estep 
Score: -69377.968750 Penalty: 657.717285
	Iteration 0F: 3 clusters Score -69377.97 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -69766.835938 Penalty: 657.717285
	Iteration 1F: 3 clusters Score -69766.84 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -69852.570312 Penalty: 657.717285
	Iteration 2F: 3 clusters Score -69852.57 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -69919.164062 Penalty: 657.717285
	Iteration 3F: 3 clusters Score -69919.16 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -69974.601562 Penalty: 657.717285
	Iteration 4F: 3 clusters Score -69974.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -70010.460938 Penalty: 657.717285
	Iteration 5Q: 3 clusters Score -70010.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -70029.203125 Penalty: 657.717285
	Iteration 6Q: 3 clusters Score -70029.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -70050.023438 Penalty: 657.717285
	Iteration 7Q: 3 clusters Score -70050.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -70069.734375 Penalty: 657.717285
	Iteration 8Q: 3 clusters Score -70069.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -70083.515625 Penalty: 657.717285
	Iteration 9Q: 3 clusters Score -70083.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -70096.812500 Penalty: 657.717285
	Iteration 10Q: 3 clusters Score -70096.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -70109.062500 Penalty: 657.717285
	Iteration 11Q: 3 clusters Score -70109.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -70124.875000 Penalty: 657.717285
	Iteration 12Q: 3 clusters Score -70124.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -70144.656250 Penalty: 657.717285
	Iteration 13Q: 3 clusters Score -70144.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -70164.351562 Penalty: 657.717285
	Iteration 14Q: 3 clusters Score -70164.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -70173.148438 Penalty: 657.717285
	Iteration 15Q: 3 clusters Score -70173.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -70180.343750 Penalty: 657.717285
	Iteration 16Q: 3 clusters Score -70180.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -70183.359375 Penalty: 657.717285
	Iteration 17Q: 3 clusters Score -70183.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -70185.687500 Penalty: 657.717285
	Iteration 18Q: 3 clusters Score -70185.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -70186.671875 Penalty: 657.717285
	Iteration 19Q: 3 clusters Score -70186.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -70189.078125 Penalty: 657.717285
	Iteration 20F: 3 clusters Score -70189.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -70192.593750 Penalty: 657.717285
	Iteration 21Q: 3 clusters Score -70192.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -70193.039062 Penalty: 657.717285
	Iteration 22Q: 3 clusters Score -70193.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -70193.039062 Penalty: 657.717285
	Iteration 23F: 3 clusters Score -70193.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -24475.472656 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -24475.47 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 232 members 
Entering Unmasked Estep 
Score: -24015.830078 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -24015.83 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24164.078125 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -24164.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24249.783203 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -24249.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24309.113281 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -24309.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24360.257812 Penalty: 554.924744
	Iteration 4F: 3 clusters Score -24360.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24402.507812 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -24402.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24506.541016 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -24506.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24577.019531 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -24577.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24587.697266 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -24587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24593.042969 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -24593.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24596.669922 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -24596.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24597.039062 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -24597.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24597.039062 Penalty: 554.924744
	Iteration 12F: 3 clusters Score -24597.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 219 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141863.000000 Penalty: 27083.880859
Splitting cluster 22 changes total score from -10142020.000000 to -10141863.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -7660.738281 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -7660.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7346.254883 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -7346.255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7436.327148 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -7436.327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7463.234375 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -7463.234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7470.065430 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -7470.065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7471.739746 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -7471.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7473.702637 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -7473.703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7473.956055 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -7473.956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7474.256836 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -7474.257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7474.256836 Penalty: 507.066010
	Iteration 8F: 3 clusters Score -7474.257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -9532.678711 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -9532.679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9261.258789 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -9261.259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9335.094727 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -9335.095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9356.231445 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -9356.231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9369.920898 Penalty: 477.956909
	Iteration 3Q: 3 clusters Score -9369.921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9382.118164 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -9382.118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9383.983398 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -9383.983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9385.771484 Penalty: 477.956909
	Iteration 6Q: 3 clusters Score -9385.771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9387.724609 Penalty: 477.956909
	Iteration 7Q: 3 clusters Score -9387.725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9390.400391 Penalty: 477.956909
	Iteration 8Q: 3 clusters Score -9390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9390.400391 Penalty: 477.956909
	Iteration 9F: 3 clusters Score -9390.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -9419.563477 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -9419.563 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: -9138.125000 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -9138.125 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9209.651367 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -9209.651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9229.852539 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -9229.853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9239.187500 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -9239.188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9243.046875 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -9243.047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9244.391602 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -9244.392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9247.871094 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -9247.871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9255.128906 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -9255.129 nChanged 4
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: -9267.933594 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -9267.934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9276.536133 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -9276.536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9279.704102 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -9279.704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9281.691406 Penalty: 483.501770
	Iteration 11Q: 3 clusters Score -9281.691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9281.975586 Penalty: 483.501770
	Iteration 12Q: 3 clusters Score -9281.976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9281.975586 Penalty: 483.501770
	Iteration 13F: 3 clusters Score -9281.976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -4256.851074 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -4256.851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -3975.531006 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -3975.531 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4115.301758 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -4115.302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4152.657227 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -4152.657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4178.212402 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -4178.212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4186.485840 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -4186.486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4189.825195 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -4189.825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4192.670410 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -4192.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4192.670410 Penalty: 492.052612
	Iteration 7F: 3 clusters Score -4192.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Entering Unmasked Estep 
Score: -167282.984375 Penalty: 363.401459
	Iteration 0F: 2 clusters Score -167283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -165180.156250 Penalty: 726.802917
	Iteration 0F: 3 clusters Score -165180.2 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -165952.265625 Penalty: 726.802917
	Iteration 1F: 3 clusters Score -165952.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -166151.406250 Penalty: 726.802917
	Iteration 2F: 3 clusters Score -166151.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -166319.140625 Penalty: 726.802917
	Iteration 3F: 3 clusters Score -166319.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -166456.687500 Penalty: 726.802917
	Iteration 4F: 3 clusters Score -166456.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -166575.687500 Penalty: 726.802917
	Iteration 5F: 3 clusters Score -166575.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -166680.546875 Penalty: 726.802917
	Iteration 6F: 3 clusters Score -166680.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -166773.500000 Penalty: 726.802917
	Iteration 7Q: 3 clusters Score -166773.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -166852.828125 Penalty: 726.802917
	Iteration 8Q: 3 clusters Score -166852.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -166902.515625 Penalty: 726.802917
	Iteration 9Q: 3 clusters Score -166902.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -166962.375000 Penalty: 726.802917
	Iteration 10Q: 3 clusters Score -166962.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -167018.843750 Penalty: 726.802917
	Iteration 11Q: 3 clusters Score -167018.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -167049.718750 Penalty: 726.802917
	Iteration 12Q: 3 clusters Score -167049.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -167075.609375 Penalty: 726.802917
	Iteration 13Q: 3 clusters Score -167075.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -167099.015625 Penalty: 726.802917
	Iteration 14Q: 3 clusters Score -167099 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -167128.937500 Penalty: 726.802917
	Iteration 15Q: 3 clusters Score -167128.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -167175.531250 Penalty: 726.802917
	Iteration 16Q: 3 clusters Score -167175.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -167212.828125 Penalty: 726.802917
	Iteration 17Q: 3 clusters Score -167212.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -167242.765625 Penalty: 726.802917
	Iteration 18Q: 3 clusters Score -167242.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -167256.250000 Penalty: 726.802917
	Iteration 19Q: 3 clusters Score -167256.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -167264.859375 Penalty: 726.802917
	Iteration 20F: 3 clusters Score -167264.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -167269.593750 Penalty: 726.802917
	Iteration 21Q: 3 clusters Score -167269.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -167272.187500 Penalty: 726.802917
	Iteration 22Q: 3 clusters Score -167272.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -167273.625000 Penalty: 726.802917
	Iteration 23Q: 3 clusters Score -167273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -167274.937500 Penalty: 726.802917
	Iteration 24Q: 3 clusters Score -167274.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -167275.453125 Penalty: 726.802917
	Iteration 25Q: 3 clusters Score -167275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -167275.765625 Penalty: 726.802917
	Iteration 26Q: 3 clusters Score -167275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -167276.609375 Penalty: 726.802917
	Iteration 27Q: 3 clusters Score -167276.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -167276.734375 Penalty: 726.802917
	Iteration 28Q: 3 clusters Score -167276.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -167276.875000 Penalty: 726.802917
	Iteration 29Q: 3 clusters Score -167276.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -167277.828125 Penalty: 726.802917
	Iteration 30Q: 3 clusters Score -167277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -167278.156250 Penalty: 726.802917
	Iteration 31Q: 3 clusters Score -167278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -167278.234375 Penalty: 726.802917
	Iteration 32Q: 3 clusters Score -167278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -167278.343750 Penalty: 726.802917
	Iteration 33Q: 3 clusters Score -167278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -167278.343750 Penalty: 726.802917
	Iteration 34F: 3 clusters Score -167278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -43592.191406 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -43592.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -42907.656250 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -42907.66 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -43210.097656 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -43210.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -43387.398438 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -43387.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -43508.644531 Penalty: 607.614624
	Iteration 3F: 3 clusters Score -43508.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43590.863281 Penalty: 607.614624
	Iteration 4F: 3 clusters Score -43590.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43647.816406 Penalty: 607.614624
	Iteration 5Q: 3 clusters Score -43647.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -43658.019531 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -43658.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -43658.171875 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -43658.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -43658.171875 Penalty: 607.614624
	Iteration 8F: 3 clusters Score -43658.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 372 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10141841.000000 Penalty: 27083.880859
Splitting cluster 28 changes total score from -10142020.000000 to -10141841.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -10828.755859 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -10828.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10532.528320 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -10532.53 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10731.902344 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -10731.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10842.719727 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -10842.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10969.072266 Penalty: 489.570648
	Iteration 3F: 3 clusters Score -10969.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11058.318359 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -11058.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11085.308594 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -11085.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11100.816406 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -11100.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11116.888672 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -11116.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11146.577148 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -11146.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11165.969727 Penalty: 489.570648
	Iteration 9Q: 3 clusters Score -11165.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11165.969727 Penalty: 489.570648
	Iteration 10F: 3 clusters Score -11165.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 61 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10142040.000000 Penalty: 27083.880859
Splitting cluster 29 changes total score from -10142020.000000 to -10142040.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 30 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -15529.010742 Penalty: 260.867035
	Iteration 0F: 2 clusters Score -15529.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15205.501953 Penalty: 521.734070
	Iteration 0F: 3 clusters Score -15205.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15375.045898 Penalty: 521.734070
	Iteration 1F: 3 clusters Score -15375.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15399.666016 Penalty: 521.734070
	Iteration 2Q: 3 clusters Score -15399.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15409.717773 Penalty: 521.734070
	Iteration 3Q: 3 clusters Score -15409.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15414.946289 Penalty: 521.734070
	Iteration 4Q: 3 clusters Score -15414.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15425.323242 Penalty: 521.734070
	Iteration 5Q: 3 clusters Score -15425.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15438.835938 Penalty: 521.734070
	Iteration 6Q: 3 clusters Score -15438.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15455.844727 Penalty: 521.734070
	Iteration 7Q: 3 clusters Score -15455.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15463.047852 Penalty: 521.734070
	Iteration 8Q: 3 clusters Score -15463.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15477.086914 Penalty: 521.734070
	Iteration 9Q: 3 clusters Score -15477.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15493.342773 Penalty: 521.734070
	Iteration 10Q: 3 clusters Score -15493.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15502.075195 Penalty: 521.734070
	Iteration 11Q: 3 clusters Score -15502.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15509.072266 Penalty: 521.734070
	Iteration 12Q: 3 clusters Score -15509.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15518.425781 Penalty: 521.734070
	Iteration 13Q: 3 clusters Score -15518.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15519.160156 Penalty: 521.734070
	Iteration 14Q: 3 clusters Score -15519.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15519.788086 Penalty: 521.734070
	Iteration 15Q: 3 clusters Score -15519.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15519.788086 Penalty: 521.734070
	Iteration 16F: 3 clusters Score -15519.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -61724.492188 Penalty: 321.212585
	Iteration 0F: 2 clusters Score -61724.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -60804.351562 Penalty: 642.425171
	Iteration 0F: 3 clusters Score -60804.35 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -61105.445312 Penalty: 642.425171
	Iteration 1F: 3 clusters Score -61105.45 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -61209.300781 Penalty: 642.425171
	Iteration 2F: 3 clusters Score -61209.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -61317.195312 Penalty: 642.425171
	Iteration 3F: 3 clusters Score -61317.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -61405.824219 Penalty: 642.425171
	Iteration 4F: 3 clusters Score -61405.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -61462.949219 Penalty: 642.425171
	Iteration 5Q: 3 clusters Score -61462.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -61488.429688 Penalty: 642.425171
	Iteration 6Q: 3 clusters Score -61488.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -61497.378906 Penalty: 642.425171
	Iteration 7Q: 3 clusters Score -61497.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -61506.410156 Penalty: 642.425171
	Iteration 8Q: 3 clusters Score -61506.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -61513.101562 Penalty: 642.425171
	Iteration 9Q: 3 clusters Score -61513.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -61517.109375 Penalty: 642.425171
	Iteration 10Q: 3 clusters Score -61517.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -61520.703125 Penalty: 642.425171
	Iteration 11Q: 3 clusters Score -61520.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -61524.171875 Penalty: 642.425171
	Iteration 12Q: 3 clusters Score -61524.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -61528.230469 Penalty: 642.425171
	Iteration 13Q: 3 clusters Score -61528.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -61530.515625 Penalty: 642.425171
	Iteration 14Q: 3 clusters Score -61530.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -61533.156250 Penalty: 642.425171
	Iteration 15Q: 3 clusters Score -61533.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -61534.453125 Penalty: 642.425171
	Iteration 16Q: 3 clusters Score -61534.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -61535.996094 Penalty: 642.425171
	Iteration 17Q: 3 clusters Score -61536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -61537.585938 Penalty: 642.425171
	Iteration 18Q: 3 clusters Score -61537.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -61540.820312 Penalty: 642.425171
	Iteration 19Q: 3 clusters Score -61540.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -61542.496094 Penalty: 642.425171
	Iteration 20F: 3 clusters Score -61542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -61543.945312 Penalty: 642.425171
	Iteration 21Q: 3 clusters Score -61543.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -61545.097656 Penalty: 642.425171
	Iteration 22Q: 3 clusters Score -61545.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -61548.652344 Penalty: 642.425171
	Iteration 23Q: 3 clusters Score -61548.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -61556.488281 Penalty: 642.425171
	Iteration 24Q: 3 clusters Score -61556.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -61561.597656 Penalty: 642.425171
	Iteration 25Q: 3 clusters Score -61561.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -61571.402344 Penalty: 642.425171
	Iteration 26Q: 3 clusters Score -61571.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -61579.371094 Penalty: 642.425171
	Iteration 27Q: 3 clusters Score -61579.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -61583.585938 Penalty: 642.425171
	Iteration 28Q: 3 clusters Score -61583.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -61590.023438 Penalty: 642.425171
	Iteration 29Q: 3 clusters Score -61590.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -61593.964844 Penalty: 642.425171
	Iteration 30Q: 3 clusters Score -61593.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -61596.933594 Penalty: 642.425171
	Iteration 31Q: 3 clusters Score -61596.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -61604.199219 Penalty: 642.425171
	Iteration 32Q: 3 clusters Score -61604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -61611.574219 Penalty: 642.425171
	Iteration 33Q: 3 clusters Score -61611.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -61628.929688 Penalty: 642.425171
	Iteration 34Q: 3 clusters Score -61628.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -61658.023438 Penalty: 642.425171
	Iteration 35Q: 3 clusters Score -61658.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -61680.500000 Penalty: 642.425171
	Iteration 36Q: 3 clusters Score -61680.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -61690.816406 Penalty: 642.425171
	Iteration 37Q: 3 clusters Score -61690.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -61701.523438 Penalty: 642.425171
	Iteration 38Q: 3 clusters Score -61701.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -61705.625000 Penalty: 642.425171
	Iteration 39Q: 3 clusters Score -61705.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -61707.019531 Penalty: 642.425171
	Iteration 40F: 3 clusters Score -61707.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -61707.953125 Penalty: 642.425171
	Iteration 41Q: 3 clusters Score -61707.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -61708.464844 Penalty: 642.425171
	Iteration 42Q: 3 clusters Score -61708.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -61708.542969 Penalty: 642.425171
	Iteration 43Q: 3 clusters Score -61708.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -61708.542969 Penalty: 642.425171
	Iteration 44F: 3 clusters Score -61708.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -74790.640625 Penalty: 329.968445
	Iteration 0F: 2 clusters Score -74790.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -73719.804688 Penalty: 659.936890
	Iteration 0F: 3 clusters Score -73719.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -74127.632812 Penalty: 659.936890
	Iteration 1F: 3 clusters Score -74127.63 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -74253.242188 Penalty: 659.936890
	Iteration 2F: 3 clusters Score -74253.24 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -74331.335938 Penalty: 659.936890
	Iteration 3F: 3 clusters Score -74331.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -74373.953125 Penalty: 659.936890
	Iteration 4Q: 3 clusters Score -74373.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -74397.875000 Penalty: 659.936890
	Iteration 5Q: 3 clusters Score -74397.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -74422.789062 Penalty: 659.936890
	Iteration 6Q: 3 clusters Score -74422.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -74446.375000 Penalty: 659.936890
	Iteration 7Q: 3 clusters Score -74446.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -74458.500000 Penalty: 659.936890
	Iteration 8Q: 3 clusters Score -74458.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -74466.062500 Penalty: 659.936890
	Iteration 9Q: 3 clusters Score -74466.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -74476.367188 Penalty: 659.936890
	Iteration 10Q: 3 clusters Score -74476.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -74487.296875 Penalty: 659.936890
	Iteration 11Q: 3 clusters Score -74487.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -74498.218750 Penalty: 659.936890
	Iteration 12Q: 3 clusters Score -74498.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -74504.945312 Penalty: 659.936890
	Iteration 13Q: 3 clusters Score -74504.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -74507.500000 Penalty: 659.936890
	Iteration 14Q: 3 clusters Score -74507.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -74510.421875 Penalty: 659.936890
	Iteration 15Q: 3 clusters Score -74510.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -74517.710938 Penalty: 659.936890
	Iteration 16Q: 3 clusters Score -74517.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -74531.117188 Penalty: 659.936890
	Iteration 17Q: 3 clusters Score -74531.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -74544.492188 Penalty: 659.936890
	Iteration 18Q: 3 clusters Score -74544.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -74553.726562 Penalty: 659.936890
	Iteration 19Q: 3 clusters Score -74553.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -74563.539062 Penalty: 659.936890
	Iteration 20F: 3 clusters Score -74563.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -74573.773438 Penalty: 659.936890
	Iteration 21Q: 3 clusters Score -74573.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -74581.125000 Penalty: 659.936890
	Iteration 22Q: 3 clusters Score -74581.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -74590.906250 Penalty: 659.936890
	Iteration 23Q: 3 clusters Score -74590.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -74602.000000 Penalty: 659.936890
	Iteration 24Q: 3 clusters Score -74602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -74625.750000 Penalty: 659.936890
	Iteration 25Q: 3 clusters Score -74625.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -74638.726562 Penalty: 659.936890
	Iteration 26Q: 3 clusters Score -74638.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -74641.398438 Penalty: 659.936890
	Iteration 27Q: 3 clusters Score -74641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -74643.976562 Penalty: 659.936890
	Iteration 28Q: 3 clusters Score -74643.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -74644.062500 Penalty: 659.936890
	Iteration 29Q: 3 clusters Score -74644.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -74644.062500 Penalty: 659.936890
	Iteration 30F: 3 clusters Score -74644.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10804.198242 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10804.2 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 105 members 
Entering Unmasked Estep 
Score: -10556.072266 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -10556.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10647.766602 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -10647.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10675.565430 Penalty: 485.277405
	Iteration 2Q: 3 clusters Score -10675.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10701.940430 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -10701.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10727.751953 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -10727.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10739.252930 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -10739.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10754.385742 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -10754.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10756.531250 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -10756.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10756.531250 Penalty: 485.277405
	Iteration 8F: 3 clusters Score -10756.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -40791.375000 Penalty: 303.404388
	Iteration 0F: 2 clusters Score -40791.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -40163.289062 Penalty: 606.808777
	Iteration 0F: 3 clusters Score -40163.29 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40521.246094 Penalty: 606.808777
	Iteration 1F: 3 clusters Score -40521.25 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40627.046875 Penalty: 606.808777
	Iteration 2F: 3 clusters Score -40627.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40658.644531 Penalty: 606.808777
	Iteration 3F: 3 clusters Score -40658.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40674.003906 Penalty: 606.808777
	Iteration 4Q: 3 clusters Score -40674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40690.773438 Penalty: 606.808777
	Iteration 5Q: 3 clusters Score -40690.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40701.148438 Penalty: 606.808777
	Iteration 6Q: 3 clusters Score -40701.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40708.488281 Penalty: 606.808777
	Iteration 7Q: 3 clusters Score -40708.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40710.660156 Penalty: 606.808777
	Iteration 8Q: 3 clusters Score -40710.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40712.406250 Penalty: 606.808777
	Iteration 9Q: 3 clusters Score -40712.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40713.402344 Penalty: 606.808777
	Iteration 10Q: 3 clusters Score -40713.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40714.023438 Penalty: 606.808777
	Iteration 11Q: 3 clusters Score -40714.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40714.023438 Penalty: 606.808777
	Iteration 12F: 3 clusters Score -40714.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -20858.140625 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -20858.14 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 202 members 
Entering Unmasked Estep 
Score: -20445.947266 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -20445.95 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20595.496094 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -20595.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20696.414062 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -20696.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20839.193359 Penalty: 539.834290
	Iteration 3F: 3 clusters Score -20839.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21006.808594 Penalty: 539.834290
	Iteration 4F: 3 clusters Score -21006.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21051.083984 Penalty: 539.834290
	Iteration 5F: 3 clusters Score -21051.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21080.408203 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -21080.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21103.181641 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -21103.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21115.908203 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -21115.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21122.750000 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -21122.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21124.494141 Penalty: 539.834290
	Iteration 10Q: 3 clusters Score -21124.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21124.494141 Penalty: 539.834290
	Iteration 11F: 3 clusters Score -21124.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 61 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 100 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 43 contains 277 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
Score: -10142024.000000 Penalty: 27636.613281
Splitting cluster 35 changes total score from -10142020.000000 to -10142024.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 36 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8091.927246 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8091.927 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 77 members 
Entering Unmasked Estep 
Score: -7845.070312 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -7845.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7921.798340 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -7921.798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7971.405273 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -7971.405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7998.972168 Penalty: 466.280701
	Iteration 3F: 3 clusters Score -7998.972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8026.674316 Penalty: 466.280701
	Iteration 4F: 3 clusters Score -8026.674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8032.111328 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -8032.111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8046.698242 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -8046.698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8105.150391 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -8105.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8112.729492 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -8112.729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8112.729492 Penalty: 466.280701
	Iteration 9F: 3 clusters Score -8112.729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 61 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 100 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 43 contains 277 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Mstep: Class 51 contains 90 members 
Entering Unmasked Estep 
Score: -10141729.000000 Penalty: 28189.345703
Splitting cluster 36 changes total score from -10142020.000000 to -10141729.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -5086.154297 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -5086.154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4885.664062 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -4885.664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4936.620117 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -4936.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4947.050781 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -4947.051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4953.044434 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -4953.044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4955.234375 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -4955.234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4955.234375 Penalty: 436.416962
	Iteration 5F: 3 clusters Score -4955.234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -14501.433594 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -14501.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14181.886719 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -14181.89 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14271.543945 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -14271.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14324.308594 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -14324.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14347.933594 Penalty: 508.779846
	Iteration 3F: 3 clusters Score -14347.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14356.460938 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -14356.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14361.379883 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -14361.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14364.661133 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -14364.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14365.634766 Penalty: 508.779846
	Iteration 7Q: 3 clusters Score -14365.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14365.671875 Penalty: 508.779846
	Iteration 8Q: 3 clusters Score -14365.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14365.671875 Penalty: 508.779846
	Iteration 9F: 3 clusters Score -14365.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -73180.148438 Penalty: 328.858643
	Iteration 0F: 2 clusters Score -73180.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -72125.632812 Penalty: 657.717285
	Iteration 0F: 3 clusters Score -72125.63 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -72491.289062 Penalty: 657.717285
	Iteration 1F: 3 clusters Score -72491.29 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -72592.562500 Penalty: 657.717285
	Iteration 2F: 3 clusters Score -72592.56 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72715.578125 Penalty: 657.717285
	Iteration 3F: 3 clusters Score -72715.58 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72842.734375 Penalty: 657.717285
	Iteration 4F: 3 clusters Score -72842.73 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72908.242188 Penalty: 657.717285
	Iteration 5F: 3 clusters Score -72908.24 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72954.226562 Penalty: 657.717285
	Iteration 6Q: 3 clusters Score -72954.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72978.750000 Penalty: 657.717285
	Iteration 7Q: 3 clusters Score -72978.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -73009.109375 Penalty: 657.717285
	Iteration 8Q: 3 clusters Score -73009.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -73027.460938 Penalty: 657.717285
	Iteration 9Q: 3 clusters Score -73027.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -73041.718750 Penalty: 657.717285
	Iteration 10Q: 3 clusters Score -73041.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -73057.062500 Penalty: 657.717285
	Iteration 11Q: 3 clusters Score -73057.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -73059.734375 Penalty: 657.717285
	Iteration 12Q: 3 clusters Score -73059.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -73060.648438 Penalty: 657.717285
	Iteration 13Q: 3 clusters Score -73060.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -73061.007812 Penalty: 657.717285
	Iteration 14Q: 3 clusters Score -73061.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -73061.453125 Penalty: 657.717285
	Iteration 15Q: 3 clusters Score -73061.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -73062.398438 Penalty: 657.717285
	Iteration 16Q: 3 clusters Score -73062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -73062.398438 Penalty: 657.717285
	Iteration 17F: 3 clusters Score -73062.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -26093.621094 Penalty: 281.190765
	Iteration 0F: 2 clusters Score -26093.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25624.035156 Penalty: 562.381531
	Iteration 0F: 3 clusters Score -25624.04 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25849.445312 Penalty: 562.381531
	Iteration 1F: 3 clusters Score -25849.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25932.259766 Penalty: 562.381531
	Iteration 2F: 3 clusters Score -25932.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25971.222656 Penalty: 562.381531
	Iteration 3F: 3 clusters Score -25971.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25998.818359 Penalty: 562.381531
	Iteration 4Q: 3 clusters Score -25998.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26033.273438 Penalty: 562.381531
	Iteration 5Q: 3 clusters Score -26033.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26059.818359 Penalty: 562.381531
	Iteration 6Q: 3 clusters Score -26059.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26064.888672 Penalty: 562.381531
	Iteration 7Q: 3 clusters Score -26064.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26094.457031 Penalty: 562.381531
	Iteration 8Q: 3 clusters Score -26094.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26110.486328 Penalty: 562.381531
	Iteration 9Q: 3 clusters Score -26110.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26116.484375 Penalty: 562.381531
	Iteration 10Q: 3 clusters Score -26116.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26120.275391 Penalty: 562.381531
	Iteration 11Q: 3 clusters Score -26120.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26121.138672 Penalty: 562.381531
	Iteration 12Q: 3 clusters Score -26121.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26121.138672 Penalty: 562.381531
	Iteration 13F: 3 clusters Score -26121.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 61 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 100 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 324 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 43 contains 277 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Mstep: Class 51 contains 159 members 
Entering Unmasked Estep 
Score: -10141776.000000 Penalty: 28189.345703
Splitting cluster 40 changes total score from -10142020.000000 to -10141776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -12855.753906 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -12855.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12535.854492 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -12535.85 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12720.958984 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -12720.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12855.040039 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -12855.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12932.569336 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -12932.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13027.836914 Penalty: 509.456421
	Iteration 4F: 3 clusters Score -13027.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13174.112305 Penalty: 509.456421
	Iteration 5F: 3 clusters Score -13174.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13221.962891 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -13221.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13241.008789 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -13241.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13257.083984 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -13257.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13259.242188 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -13259.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13259.858398 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -13259.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13262.088867 Penalty: 509.456421
	Iteration 11F: 3 clusters Score -13262.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13309.268555 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -13309.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13342.651367 Penalty: 509.456421
	Iteration 13Q: 3 clusters Score -13342.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13360.462891 Penalty: 509.456421
	Iteration 14Q: 3 clusters Score -13360.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13369.054688 Penalty: 509.456421
	Iteration 15Q: 3 clusters Score -13369.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13378.701172 Penalty: 509.456421
	Iteration 16Q: 3 clusters Score -13378.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13384.250000 Penalty: 509.456421
	Iteration 17Q: 3 clusters Score -13384.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13385.521484 Penalty: 509.456421
	Iteration 18F: 3 clusters Score -13385.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13386.570312 Penalty: 509.456421
	Iteration 19Q: 3 clusters Score -13386.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13387.051758 Penalty: 509.456421
	Iteration 20F: 3 clusters Score -13387.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 61 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 100 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 167 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 43 contains 277 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Mstep: Class 51 contains 103 members 
Entering Unmasked Estep 
Score: -10142251.000000 Penalty: 28189.345703
Splitting cluster 41 changes total score from -10142020.000000 to -10142251.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 42 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -12704.438477 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -12704.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12415.838867 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -12415.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12515.191406 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -12515.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12543.661133 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -12543.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12576.194336 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -12576.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12614.272461 Penalty: 501.354340
	Iteration 4F: 3 clusters Score -12614.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12632.585938 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -12632.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12644.250000 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -12644.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12651.215820 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -12651.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12654.336914 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -12654.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12656.497070 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -12656.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12657.375977 Penalty: 501.354340
	Iteration 10Q: 3 clusters Score -12657.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12662.878906 Penalty: 501.354340
	Iteration 11Q: 3 clusters Score -12662.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12665.150391 Penalty: 501.354340
	Iteration 12Q: 3 clusters Score -12665.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12665.150391 Penalty: 501.354340
	Iteration 13F: 3 clusters Score -12665.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (101714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101714 members 
Entering Unmasked Estep 
Score: -5857569.000000 Penalty: 524.611389
	Iteration 0F: 2 clusters Score -5857569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -5793609.500000 Penalty: 1049.222778
	Iteration 0F: 3 clusters Score -5793610 nChanged 49650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -5826703.000000 Penalty: 1049.222778
	Iteration 1F: 3 clusters Score -5826703 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -5830875.500000 Penalty: 1049.222778
	Iteration 2F: 3 clusters Score -5830876 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 72102 members 
Entering Unmasked Estep 
Score: -5836274.500000 Penalty: 1049.222778
	Iteration 3F: 3 clusters Score -5836274 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 80246 members 
Entering Unmasked Estep 
Score: -5842159.500000 Penalty: 1049.222778
	Iteration 4F: 3 clusters Score -5842160 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -5846730.000000 Penalty: 1049.222778
	Iteration 5F: 3 clusters Score -5846730 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -5850419.000000 Penalty: 1049.222778
	Iteration 6F: 3 clusters Score -5850419 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -5853514.500000 Penalty: 1049.222778
	Iteration 7Q: 3 clusters Score -5853514 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 99505 members 
Entering Unmasked Estep 
Score: -5855694.000000 Penalty: 1049.222778
	Iteration 8Q: 3 clusters Score -5855694 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 100604 members 
Entering Unmasked Estep 
Score: -5856610.500000 Penalty: 1049.222778
	Iteration 9Q: 3 clusters Score -5856610 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -5857011.500000 Penalty: 1049.222778
	Iteration 10Q: 3 clusters Score -5857012 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 101252 members 
Entering Unmasked Estep 
Score: -5857234.000000 Penalty: 1049.222778
	Iteration 11Q: 3 clusters Score -5857234 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -5857339.500000 Penalty: 1049.222778
	Iteration 12Q: 3 clusters Score -5857340 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 101269 members 
Entering Unmasked Estep 
Score: -5857389.000000 Penalty: 1049.222778
	Iteration 13Q: 3 clusters Score -5857389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -5857409.000000 Penalty: 1049.222778
	Iteration 14Q: 3 clusters Score -5857409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 101252 members 
Entering Unmasked Estep 
Score: -5857428.000000 Penalty: 1049.222778
	Iteration 15Q: 3 clusters Score -5857428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 101245 members 
Entering Unmasked Estep 
Score: -5857445.000000 Penalty: 1049.222778
	Iteration 16Q: 3 clusters Score -5857445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 101243 members 
Entering Unmasked Estep 
Score: -5857455.500000 Penalty: 1049.222778
	Iteration 17Q: 3 clusters Score -5857456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -5857466.000000 Penalty: 1049.222778
	Iteration 18Q: 3 clusters Score -5857466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 101231 members 
Entering Unmasked Estep 
Score: -5857470.000000 Penalty: 1049.222778
	Iteration 19Q: 3 clusters Score -5857470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 101215 members 
Entering Unmasked Estep 
Score: -5857487.500000 Penalty: 1049.222778
	Iteration 20F: 3 clusters Score -5857488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
Score: -5857498.000000 Penalty: 1049.222778
	Iteration 21Q: 3 clusters Score -5857498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 101189 members 
Entering Unmasked Estep 
Score: -5857500.500000 Penalty: 1049.222778
	Iteration 22Q: 3 clusters Score -5857500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 101177 members 
Entering Unmasked Estep 
Score: -5857503.500000 Penalty: 1049.222778
	Iteration 23Q: 3 clusters Score -5857504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -5857511.000000 Penalty: 1049.222778
	Iteration 24Q: 3 clusters Score -5857511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 101160 members 
Entering Unmasked Estep 
Score: -5857515.500000 Penalty: 1049.222778
	Iteration 25Q: 3 clusters Score -5857516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 101157 members 
Entering Unmasked Estep 
Score: -5857513.500000 Penalty: 1049.222778
	Iteration 26Q: 3 clusters Score -5857514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 101151 members 
Entering Unmasked Estep 
Score: -5857515.000000 Penalty: 1049.222778
	Iteration 27Q: 3 clusters Score -5857515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 101142 members 
Entering Unmasked Estep 
Score: -5857515.000000 Penalty: 1049.222778
	Iteration 28Q: 3 clusters Score -5857515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -5857520.500000 Penalty: 1049.222778
	Iteration 29Q: 3 clusters Score -5857520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 101132 members 
Entering Unmasked Estep 
Score: -5857509.000000 Penalty: 1049.222778
	Iteration 30Q: 3 clusters Score -5857509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -5857503.000000 Penalty: 1049.222778
	Iteration 31Q: 3 clusters Score -5857503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 101121 members 
Entering Unmasked Estep 
Score: -5857512.000000 Penalty: 1049.222778
	Iteration 32Q: 3 clusters Score -5857512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -5857508.500000 Penalty: 1049.222778
	Iteration 33Q: 3 clusters Score -5857508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -5857508.500000 Penalty: 1049.222778
	Iteration 34Q: 3 clusters Score -5857508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -5857510.000000 Penalty: 1049.222778
	Iteration 35Q: 3 clusters Score -5857510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -5857510.000000 Penalty: 1049.222778
	Iteration 36F: 3 clusters Score -5857510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9207.963867 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9207.964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8940.470703 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -8940.471 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9033.720703 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9033.721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9051.537109 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9051.537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9064.510742 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -9064.511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9065.764648 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9065.765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9066.096680 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9066.097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9068.329102 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9068.329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9072.213867 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -9072.214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9072.213867 Penalty: 484.836731
	Iteration 8F: 3 clusters Score -9072.214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -50912.605469 Penalty: 316.262085
	Iteration 0F: 2 clusters Score -50912.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -50115.136719 Penalty: 632.524170
	Iteration 0F: 3 clusters Score -50115.14 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -50641.066406 Penalty: 632.524170
	Iteration 1F: 3 clusters Score -50641.07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -50810.175781 Penalty: 632.524170
	Iteration 2F: 3 clusters Score -50810.18 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -50873.406250 Penalty: 632.524170
	Iteration 3F: 3 clusters Score -50873.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -50897.527344 Penalty: 632.524170
	Iteration 4Q: 3 clusters Score -50897.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -50904.339844 Penalty: 632.524170
	Iteration 5Q: 3 clusters Score -50904.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -50910.429688 Penalty: 632.524170
	Iteration 6Q: 3 clusters Score -50910.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -50912.636719 Penalty: 632.524170
	Iteration 7Q: 3 clusters Score -50912.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50916.011719 Penalty: 632.524170
	Iteration 8Q: 3 clusters Score -50916.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50921.035156 Penalty: 632.524170
	Iteration 9Q: 3 clusters Score -50921.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50925.101562 Penalty: 632.524170
	Iteration 10Q: 3 clusters Score -50925.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50931.046875 Penalty: 632.524170
	Iteration 11Q: 3 clusters Score -50931.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -50938.632812 Penalty: 632.524170
	Iteration 12Q: 3 clusters Score -50938.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50946.617188 Penalty: 632.524170
	Iteration 13Q: 3 clusters Score -50946.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50951.628906 Penalty: 632.524170
	Iteration 14Q: 3 clusters Score -50951.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50958.460938 Penalty: 632.524170
	Iteration 15Q: 3 clusters Score -50958.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50960.460938 Penalty: 632.524170
	Iteration 16Q: 3 clusters Score -50960.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -50961.417969 Penalty: 632.524170
	Iteration 17Q: 3 clusters Score -50961.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50962.175781 Penalty: 632.524170
	Iteration 18Q: 3 clusters Score -50962.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50963.488281 Penalty: 632.524170
	Iteration 19Q: 3 clusters Score -50963.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50963.566406 Penalty: 632.524170
	Iteration 20F: 3 clusters Score -50963.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 61 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 100 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 167 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 43 contains 277 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Mstep: Class 51 contains 103 members 
Mstep: Class 52 contains 318 members 
Entering Unmasked Estep 
Score: -10142088.000000 Penalty: 28742.078125
Splitting cluster 46 changes total score from -10142020.000000 to -10142088.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 47 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -43444.132812 Penalty: 305.549957
	Iteration 0F: 2 clusters Score -43444.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -42744.441406 Penalty: 611.099915
	Iteration 0F: 3 clusters Score -42744.44 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -42933.136719 Penalty: 611.099915
	Iteration 1F: 3 clusters Score -42933.14 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42967.683594 Penalty: 611.099915
	Iteration 2F: 3 clusters Score -42967.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -42991.812500 Penalty: 611.099915
	Iteration 3Q: 3 clusters Score -42991.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -43016.394531 Penalty: 611.099915
	Iteration 4Q: 3 clusters Score -43016.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -43037.093750 Penalty: 611.099915
	Iteration 5Q: 3 clusters Score -43037.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -43067.921875 Penalty: 611.099915
	Iteration 6Q: 3 clusters Score -43067.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -43103.062500 Penalty: 611.099915
	Iteration 7Q: 3 clusters Score -43103.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -43130.777344 Penalty: 611.099915
	Iteration 8Q: 3 clusters Score -43130.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43149.171875 Penalty: 611.099915
	Iteration 9Q: 3 clusters Score -43149.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -43156.449219 Penalty: 611.099915
	Iteration 10Q: 3 clusters Score -43156.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -43159.066406 Penalty: 611.099915
	Iteration 11Q: 3 clusters Score -43159.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -43160.468750 Penalty: 611.099915
	Iteration 12Q: 3 clusters Score -43160.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -43162.515625 Penalty: 611.099915
	Iteration 13Q: 3 clusters Score -43162.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -43164.628906 Penalty: 611.099915
	Iteration 14Q: 3 clusters Score -43164.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -43167.121094 Penalty: 611.099915
	Iteration 15Q: 3 clusters Score -43167.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43169.335938 Penalty: 611.099915
	Iteration 16Q: 3 clusters Score -43169.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43171.488281 Penalty: 611.099915
	Iteration 17Q: 3 clusters Score -43171.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -43172.863281 Penalty: 611.099915
	Iteration 18Q: 3 clusters Score -43172.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -43174.222656 Penalty: 611.099915
	Iteration 19Q: 3 clusters Score -43174.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -43175.527344 Penalty: 611.099915
	Iteration 20F: 3 clusters Score -43175.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -43180.261719 Penalty: 611.099915
	Iteration 21Q: 3 clusters Score -43180.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43187.437500 Penalty: 611.099915
	Iteration 22Q: 3 clusters Score -43187.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -43196.101562 Penalty: 611.099915
	Iteration 23Q: 3 clusters Score -43196.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -43210.433594 Penalty: 611.099915
	Iteration 24Q: 3 clusters Score -43210.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -43218.480469 Penalty: 611.099915
	Iteration 25Q: 3 clusters Score -43218.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -43226.171875 Penalty: 611.099915
	Iteration 26Q: 3 clusters Score -43226.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -43230.777344 Penalty: 611.099915
	Iteration 27Q: 3 clusters Score -43230.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -43233.277344 Penalty: 611.099915
	Iteration 28Q: 3 clusters Score -43233.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43234.292969 Penalty: 611.099915
	Iteration 29Q: 3 clusters Score -43234.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43235.269531 Penalty: 611.099915
	Iteration 30Q: 3 clusters Score -43235.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43236.156250 Penalty: 611.099915
	Iteration 31Q: 3 clusters Score -43236.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43236.632812 Penalty: 611.099915
	Iteration 32Q: 3 clusters Score -43236.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43236.804688 Penalty: 611.099915
	Iteration 33Q: 3 clusters Score -43236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43236.804688 Penalty: 611.099915
	Iteration 34F: 3 clusters Score -43236.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -17347.869141 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -17347.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16964.513672 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -16964.51 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17043.531250 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -17043.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17066.458984 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -17066.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17093.279297 Penalty: 526.328125
	Iteration 3F: 3 clusters Score -17093.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17124.335938 Penalty: 526.328125
	Iteration 4F: 3 clusters Score -17124.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17156.025391 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -17156.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17187.931641 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -17187.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17221.912109 Penalty: 526.328125
	Iteration 7F: 3 clusters Score -17221.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17264.580078 Penalty: 526.328125
	Iteration 8Q: 3 clusters Score -17264.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17298.994141 Penalty: 526.328125
	Iteration 9Q: 3 clusters Score -17298.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17311.906250 Penalty: 526.328125
	Iteration 10Q: 3 clusters Score -17311.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17322.914062 Penalty: 526.328125
	Iteration 11Q: 3 clusters Score -17322.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17329.443359 Penalty: 526.328125
	Iteration 12Q: 3 clusters Score -17329.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17336.769531 Penalty: 526.328125
	Iteration 13Q: 3 clusters Score -17336.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17340.833984 Penalty: 526.328125
	Iteration 14Q: 3 clusters Score -17340.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17343.177734 Penalty: 526.328125
	Iteration 15Q: 3 clusters Score -17343.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17347.189453 Penalty: 526.328125
	Iteration 16Q: 3 clusters Score -17347.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17351.201172 Penalty: 526.328125
	Iteration 17Q: 3 clusters Score -17351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17354.222656 Penalty: 526.328125
	Iteration 18Q: 3 clusters Score -17354.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17356.365234 Penalty: 526.328125
	Iteration 19F: 3 clusters Score -17356.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17358.726562 Penalty: 526.328125
	Iteration 20F: 3 clusters Score -17358.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 61 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 100 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 167 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 43 contains 277 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 155 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Mstep: Class 51 contains 103 members 
Mstep: Class 52 contains 318 members 
Mstep: Class 53 contains 170 members 
Entering Unmasked Estep 
Score: -10141811.000000 Penalty: 29294.808594
Splitting cluster 48 changes total score from -10142020.000000 to -10141811.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -13899.560547 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -13899.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13581.031250 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -13581.03 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13641.398438 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -13641.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13672.334961 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -13672.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13689.510742 Penalty: 500.985168
	Iteration 3F: 3 clusters Score -13689.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13701.727539 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -13701.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13713.787109 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -13713.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13724.294922 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -13724.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13743.205078 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -13743.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13760.421875 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -13760.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13765.805664 Penalty: 500.985168
	Iteration 9Q: 3 clusters Score -13765.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13771.222656 Penalty: 500.985168
	Iteration 10Q: 3 clusters Score -13771.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13772.512695 Penalty: 500.985168
	Iteration 11Q: 3 clusters Score -13772.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13772.512695 Penalty: 500.985168
	Iteration 12F: 3 clusters Score -13772.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Entering Unmasked Estep 
Score: -288837.750000 Penalty: 391.885468
	Iteration 0F: 2 clusters Score -288837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -285130.875000 Penalty: 783.770935
	Iteration 0F: 3 clusters Score -285130.9 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -287042.218750 Penalty: 783.770935
	Iteration 1F: 3 clusters Score -287042.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -287421.281250 Penalty: 783.770935
	Iteration 2F: 3 clusters Score -287421.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -287637.125000 Penalty: 783.770935
	Iteration 3F: 3 clusters Score -287637.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -287766.468750 Penalty: 783.770935
	Iteration 4F: 3 clusters Score -287766.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -287844.437500 Penalty: 783.770935
	Iteration 5Q: 3 clusters Score -287844.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -287912.031250 Penalty: 783.770935
	Iteration 6Q: 3 clusters Score -287912 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -287973.531250 Penalty: 783.770935
	Iteration 7Q: 3 clusters Score -287973.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -288027.031250 Penalty: 783.770935
	Iteration 8Q: 3 clusters Score -288027 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -288078.906250 Penalty: 783.770935
	Iteration 9Q: 3 clusters Score -288078.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -288141.375000 Penalty: 783.770935
	Iteration 10Q: 3 clusters Score -288141.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -288211.718750 Penalty: 783.770935
	Iteration 11Q: 3 clusters Score -288211.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -288281.750000 Penalty: 783.770935
	Iteration 12Q: 3 clusters Score -288281.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -288336.187500 Penalty: 783.770935
	Iteration 13Q: 3 clusters Score -288336.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -288393.531250 Penalty: 783.770935
	Iteration 14Q: 3 clusters Score -288393.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -288448.125000 Penalty: 783.770935
	Iteration 15Q: 3 clusters Score -288448.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -288489.906250 Penalty: 783.770935
	Iteration 16Q: 3 clusters Score -288489.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -288508.968750 Penalty: 783.770935
	Iteration 17Q: 3 clusters Score -288509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -288529.843750 Penalty: 783.770935
	Iteration 18Q: 3 clusters Score -288529.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -288550.125000 Penalty: 783.770935
	Iteration 19Q: 3 clusters Score -288550.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -288559.781250 Penalty: 783.770935
	Iteration 20F: 3 clusters Score -288559.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -288571.500000 Penalty: 783.770935
	Iteration 21Q: 3 clusters Score -288571.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -288577.406250 Penalty: 783.770935
	Iteration 22Q: 3 clusters Score -288577.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -288581.968750 Penalty: 783.770935
	Iteration 23Q: 3 clusters Score -288582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -288591.281250 Penalty: 783.770935
	Iteration 24Q: 3 clusters Score -288591.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -288601.718750 Penalty: 783.770935
	Iteration 25Q: 3 clusters Score -288601.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -288611.625000 Penalty: 783.770935
	Iteration 26Q: 3 clusters Score -288611.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -288623.250000 Penalty: 783.770935
	Iteration 27Q: 3 clusters Score -288623.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -288629.281250 Penalty: 783.770935
	Iteration 28Q: 3 clusters Score -288629.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -288634.468750 Penalty: 783.770935
	Iteration 29Q: 3 clusters Score -288634.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -288642.000000 Penalty: 783.770935
	Iteration 30Q: 3 clusters Score -288642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -288648.281250 Penalty: 783.770935
	Iteration 31Q: 3 clusters Score -288648.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -288655.125000 Penalty: 783.770935
	Iteration 32Q: 3 clusters Score -288655.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -288658.843750 Penalty: 783.770935
	Iteration 33Q: 3 clusters Score -288658.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -288660.437500 Penalty: 783.770935
	Iteration 34Q: 3 clusters Score -288660.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -288662.156250 Penalty: 783.770935
	Iteration 35Q: 3 clusters Score -288662.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -288663.031250 Penalty: 783.770935
	Iteration 36Q: 3 clusters Score -288663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -288664.343750 Penalty: 783.770935
	Iteration 37Q: 3 clusters Score -288664.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -288665.156250 Penalty: 783.770935
	Iteration 38Q: 3 clusters Score -288665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -288666.062500 Penalty: 783.770935
	Iteration 39Q: 3 clusters Score -288666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -288667.187500 Penalty: 783.770935
	Iteration 40F: 3 clusters Score -288667.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 61 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 100 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 167 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 726 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142188.000000 Penalty: 28742.078125
Iteration 200F: 53 clusters Score -1.014219e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 860 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 246 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2153 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 62 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1412 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 102 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 484 members 
Mstep: Class 41 contains 163 members 
Mstep: Class 42 contains 245 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 744 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5475 members 
Mstep: Class 51 contains 103 members 
Mstep: Class 52 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142337.000000 Penalty: 28742.078125
Iteration 201Q: 53 clusters Score -1.014234e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 483 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 162 members 
Mstep: Class 15 contains 868 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 249 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2158 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 61 members 
Mstep: Class 30 contains 310 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 105 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 484 members 
Mstep: Class 41 contains 163 members 
Mstep: Class 42 contains 240 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5445 members 
Mstep: Class 51 contains 104 members 
Mstep: Class 52 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142363.000000 Penalty: 28742.078125
Iteration 202Q: 53 clusters Score -1.014236e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2163 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 310 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 107 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 484 members 
Mstep: Class 41 contains 163 members 
Mstep: Class 42 contains 238 members 
Mstep: Class 43 contains 274 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 767 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5425 members 
Mstep: Class 51 contains 108 members 
Mstep: Class 52 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142403.000000 Penalty: 28742.078125
Iteration 203Q: 53 clusters Score -1.01424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2166 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 108 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 484 members 
Mstep: Class 41 contains 162 members 
Mstep: Class 42 contains 236 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5415 members 
Mstep: Class 51 contains 110 members 
Mstep: Class 52 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142405.000000 Penalty: 28742.078125
Iteration 204Q: 53 clusters Score -1.01424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 878 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2168 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 484 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 774 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5407 members 
Mstep: Class 51 contains 111 members 
Mstep: Class 52 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142412.000000 Penalty: 28742.078125
Iteration 205Q: 53 clusters Score -1.014241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 878 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2172 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 781 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 484 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 777 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5399 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142407.000000 Penalty: 28742.078125
Iteration 206Q: 53 clusters Score -1.014241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 484 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 779 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5389 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142409.000000 Penalty: 28742.078125
Iteration 207Q: 53 clusters Score -1.014241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2181 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 777 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 484 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 784 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5380 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142401.000000 Penalty: 28742.078125
Iteration 208Q: 53 clusters Score -1.01424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2185 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 777 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 484 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 792 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5368 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142410.000000 Penalty: 28742.078125
Iteration 209Q: 53 clusters Score -1.014241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 881 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2192 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 777 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 485 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5354 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142419.000000 Penalty: 28742.078125
Iteration 210Q: 53 clusters Score -1.014242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2201 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 777 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 485 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 800 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5342 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142425.000000 Penalty: 28742.078125
Iteration 211Q: 53 clusters Score -1.014242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 252 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2213 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 776 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 485 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 803 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5327 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142436.000000 Penalty: 28742.078125
Iteration 212Q: 53 clusters Score -1.014244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 483 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 887 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2223 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 774 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 485 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 805 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5313 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142438.000000 Penalty: 28742.078125
Iteration 213Q: 53 clusters Score -1.014244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2238 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 773 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 485 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 806 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5297 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142445.000000 Penalty: 28742.078125
Iteration 214Q: 53 clusters Score -1.014244e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 887 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2256 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 485 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 807 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5280 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142450.000000 Penalty: 28742.078125
Iteration 215Q: 53 clusters Score -1.014245e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 887 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 771 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 812 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5252 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142460.000000 Penalty: 28742.078125
Iteration 216Q: 53 clusters Score -1.014246e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 816 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5224 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142466.000000 Penalty: 28742.078125
Iteration 217Q: 53 clusters Score -1.014247e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 487 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 886 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 769 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 818 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5203 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142447.000000 Penalty: 28742.078125
Iteration 218Q: 53 clusters Score -1.014245e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 488 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1418 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 771 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 818 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5186 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142440.000000 Penalty: 28742.078125
Iteration 219Q: 53 clusters Score -1.014244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 488 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 252 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 821 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 324 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5170 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142458.000000 Penalty: 28742.078125
Iteration 220F: 53 clusters Score -1.014246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 487 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 252 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1418 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 820 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5162 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142462.000000 Penalty: 28742.078125
Iteration 221Q: 53 clusters Score -1.014246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1418 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 485 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 819 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5152 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142462.000000 Penalty: 28742.078125
Iteration 222Q: 53 clusters Score -1.014246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1418 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 820 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5141 members 
Mstep: Class 51 contains 113 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142474.000000 Penalty: 28742.078125
Iteration 223Q: 53 clusters Score -1.014247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 822 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5131 members 
Mstep: Class 51 contains 114 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142467.000000 Penalty: 28742.078125
Iteration 224Q: 53 clusters Score -1.014247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2384 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5118 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142456.000000 Penalty: 28742.078125
Iteration 225Q: 53 clusters Score -1.014246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 487 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1427 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 824 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5109 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142463.000000 Penalty: 28742.078125
Iteration 226Q: 53 clusters Score -1.014246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 488 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1430 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 769 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 824 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5097 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142478.000000 Penalty: 28742.078125
Iteration 227Q: 53 clusters Score -1.014248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 488 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1431 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 768 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5086 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142490.000000 Penalty: 28742.078125
Iteration 228Q: 53 clusters Score -1.014249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 488 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 769 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 827 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5073 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142503.000000 Penalty: 28742.078125
Iteration 229Q: 53 clusters Score -1.01425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 488 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 896 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2430 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 769 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 828 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5056 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142512.000000 Penalty: 28742.078125
Iteration 230Q: 53 clusters Score -1.014251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 488 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 895 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2443 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 769 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 828 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5044 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142516.000000 Penalty: 28742.078125
Iteration 231Q: 53 clusters Score -1.014252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 488 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 895 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2447 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 796 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 769 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 827 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5038 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142522.000000 Penalty: 28742.078125
Iteration 232Q: 53 clusters Score -1.014252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 489 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 895 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2456 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 796 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 769 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 827 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5029 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142540.000000 Penalty: 28742.078125
Iteration 233Q: 53 clusters Score -1.014254e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2467 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 796 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 769 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5016 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142549.000000 Penalty: 28742.078125
Iteration 234Q: 53 clusters Score -1.014255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2473 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5009 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142541.000000 Penalty: 28742.078125
Iteration 235Q: 53 clusters Score -1.014254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2481 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 5001 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142545.000000 Penalty: 28742.078125
Iteration 236Q: 53 clusters Score -1.014254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2484 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142552.000000 Penalty: 28742.078125
Iteration 237Q: 53 clusters Score -1.014255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142542.000000 Penalty: 28742.078125
Iteration 238Q: 53 clusters Score -1.014254e+07 nChanged 0
Entering ConstructFrom: 
Score: -10142542.000000 Penalty: 28742.078125
Entering ConstructFrom: 
Trying to split cluster 1 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -20612.572266 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -20612.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20182.833984 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -20182.83 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20360.000000 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -20360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20401.730469 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -20401.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20460.476562 Penalty: 552.437134
	Iteration 3F: 3 clusters Score -20460.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20517.914062 Penalty: 552.437134
	Iteration 4F: 3 clusters Score -20517.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20547.587891 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -20547.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20571.125000 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -20571.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20576.566406 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -20576.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20579.369141 Penalty: 552.437134
	Iteration 8Q: 3 clusters Score -20579.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20581.017578 Penalty: 552.437134
	Iteration 9Q: 3 clusters Score -20581.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20581.117188 Penalty: 552.437134
	Iteration 10Q: 3 clusters Score -20581.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20581.117188 Penalty: 552.437134
	Iteration 11F: 3 clusters Score -20581.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -21238.486328 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -21238.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20774.666016 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -20774.67 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20931.316406 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -20931.32 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21096.710938 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -21096.71 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21216.033203 Penalty: 564.246338
	Iteration 3F: 3 clusters Score -21216.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -21268.265625 Penalty: 564.246338
	Iteration 4F: 3 clusters Score -21268.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21285.744141 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -21285.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -21288.851562 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -21288.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21289.845703 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -21289.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21291.027344 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -21291.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21291.400391 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -21291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -21292.447266 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -21292.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21292.701172 Penalty: 564.246338
	Iteration 11Q: 3 clusters Score -21292.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21292.701172 Penalty: 564.246338
	Iteration 12F: 3 clusters Score -21292.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 186 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 307 members 
Entering Unmasked Estep 
Score: -10142322.000000 Penalty: 29294.808594
Splitting cluster 2 changes total score from -10142542.000000 to -10142322.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9504.167969 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9504.168 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 81 members 
Entering Unmasked Estep 
Score: -9232.137695 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9232.138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9304.632812 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9304.633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9323.789062 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9323.789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9342.273438 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9342.273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9358.775391 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -9358.775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9399.774414 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -9399.774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9483.226562 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -9483.227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9507.110352 Penalty: 471.542328
	Iteration 7F: 3 clusters Score -9507.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9520.642578 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -9520.643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9533.535156 Penalty: 471.542328
	Iteration 9Q: 3 clusters Score -9533.535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9541.726562 Penalty: 471.542328
	Iteration 10Q: 3 clusters Score -9541.727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9562.464844 Penalty: 471.542328
	Iteration 11Q: 3 clusters Score -9562.465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9592.976562 Penalty: 471.542328
	Iteration 12Q: 3 clusters Score -9592.977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9607.805664 Penalty: 471.542328
	Iteration 13Q: 3 clusters Score -9607.806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9607.805664 Penalty: 471.542328
	Iteration 14F: 3 clusters Score -9607.806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 37 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 141 members 
Entering Unmasked Estep 
Score: -10142323.000000 Penalty: 29294.808594
Splitting cluster 3 changes total score from -10142542.000000 to -10142323.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (37529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Entering Unmasked Estep 
Score: -2010577.500000 Penalty: 479.245544
	Iteration 0F: 2 clusters Score -2010578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1985497.000000 Penalty: 958.491089
	Iteration 0F: 3 clusters Score -1985497 nChanged 17938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -1996697.625000 Penalty: 958.491089
	Iteration 1F: 3 clusters Score -1996698 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -1997806.750000 Penalty: 958.491089
	Iteration 2F: 3 clusters Score -1997807 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -1999300.875000 Penalty: 958.491089
	Iteration 3F: 3 clusters Score -1999301 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -2001141.250000 Penalty: 958.491089
	Iteration 4F: 3 clusters Score -2001141 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -2003111.000000 Penalty: 958.491089
	Iteration 5F: 3 clusters Score -2003111 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -2004846.625000 Penalty: 958.491089
	Iteration 6F: 3 clusters Score -2004847 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -2006211.750000 Penalty: 958.491089
	Iteration 7Q: 3 clusters Score -2006212 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -2007341.750000 Penalty: 958.491089
	Iteration 8Q: 3 clusters Score -2007342 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -2008216.875000 Penalty: 958.491089
	Iteration 9Q: 3 clusters Score -2008217 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -2008765.500000 Penalty: 958.491089
	Iteration 10Q: 3 clusters Score -2008766 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -2009173.875000 Penalty: 958.491089
	Iteration 11Q: 3 clusters Score -2009174 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -2009408.625000 Penalty: 958.491089
	Iteration 12Q: 3 clusters Score -2009409 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -2009581.875000 Penalty: 958.491089
	Iteration 13Q: 3 clusters Score -2009582 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -2009715.875000 Penalty: 958.491089
	Iteration 14Q: 3 clusters Score -2009716 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -2009803.125000 Penalty: 958.491089
	Iteration 15Q: 3 clusters Score -2009803 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -2009869.125000 Penalty: 958.491089
	Iteration 16Q: 3 clusters Score -2009869 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -2009926.000000 Penalty: 958.491089
	Iteration 17Q: 3 clusters Score -2009926 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -2009981.875000 Penalty: 958.491089
	Iteration 18Q: 3 clusters Score -2009982 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -2010039.625000 Penalty: 958.491089
	Iteration 19Q: 3 clusters Score -2010040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -2010068.875000 Penalty: 958.491089
	Iteration 20F: 3 clusters Score -2010069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -2010090.250000 Penalty: 958.491089
	Iteration 21Q: 3 clusters Score -2010090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -2010101.125000 Penalty: 958.491089
	Iteration 22Q: 3 clusters Score -2010101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -2010104.625000 Penalty: 958.491089
	Iteration 23Q: 3 clusters Score -2010105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -2010112.250000 Penalty: 958.491089
	Iteration 24Q: 3 clusters Score -2010112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -2010118.500000 Penalty: 958.491089
	Iteration 25Q: 3 clusters Score -2010118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -2010123.750000 Penalty: 958.491089
	Iteration 26Q: 3 clusters Score -2010124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -2010125.125000 Penalty: 958.491089
	Iteration 27Q: 3 clusters Score -2010125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -2010133.250000 Penalty: 958.491089
	Iteration 28Q: 3 clusters Score -2010133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -2010133.750000 Penalty: 958.491089
	Iteration 29Q: 3 clusters Score -2010134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -2010133.375000 Penalty: 958.491089
	Iteration 30Q: 3 clusters Score -2010133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -2010134.625000 Penalty: 958.491089
	Iteration 31Q: 3 clusters Score -2010135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -2010138.875000 Penalty: 958.491089
	Iteration 32Q: 3 clusters Score -2010139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -2010140.125000 Penalty: 958.491089
	Iteration 33Q: 3 clusters Score -2010140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -2010141.125000 Penalty: 958.491089
	Iteration 34Q: 3 clusters Score -2010141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -2010144.000000 Penalty: 958.491089
	Iteration 35Q: 3 clusters Score -2010144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -2010146.500000 Penalty: 958.491089
	Iteration 36Q: 3 clusters Score -2010146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -2010146.250000 Penalty: 958.491089
	Iteration 37Q: 3 clusters Score -2010146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -2010148.625000 Penalty: 958.491089
	Iteration 38Q: 3 clusters Score -2010149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -2010146.625000 Penalty: 958.491089
	Iteration 39Q: 3 clusters Score -2010147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -2010150.125000 Penalty: 958.491089
	Iteration 40F: 3 clusters Score -2010150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -2010153.500000 Penalty: 958.491089
	Iteration 41Q: 3 clusters Score -2010154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -2010158.625000 Penalty: 958.491089
	Iteration 42Q: 3 clusters Score -2010159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -2010161.125000 Penalty: 958.491089
	Iteration 43Q: 3 clusters Score -2010161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -2010162.375000 Penalty: 958.491089
	Iteration 44Q: 3 clusters Score -2010162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -2010163.875000 Penalty: 958.491089
	Iteration 45Q: 3 clusters Score -2010164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -2010164.500000 Penalty: 958.491089
	Iteration 46Q: 3 clusters Score -2010164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -2010165.250000 Penalty: 958.491089
	Iteration 47Q: 3 clusters Score -2010165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -2010165.750000 Penalty: 958.491089
	Iteration 48Q: 3 clusters Score -2010166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -2010166.250000 Penalty: 958.491089
	Iteration 49Q: 3 clusters Score -2010166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -2010166.250000 Penalty: 958.491089
	Iteration 50F: 3 clusters Score -2010166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -12747.428711 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -12747.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12431.533203 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12431.53 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12551.713867 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12551.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12622.215820 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12622.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12649.002930 Penalty: 501.722015
	Iteration 3F: 3 clusters Score -12649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12656.091797 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12656.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12662.573242 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12662.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12666.640625 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12666.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12671.138672 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12671.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12678.535156 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -12678.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12695.056641 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -12695.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12697.241211 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -12697.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12708.653320 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -12708.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12711.143555 Penalty: 501.722015
	Iteration 12Q: 3 clusters Score -12711.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12713.147461 Penalty: 501.722015
	Iteration 13Q: 3 clusters Score -12713.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12718.470703 Penalty: 501.722015
	Iteration 14Q: 3 clusters Score -12718.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12727.780273 Penalty: 501.722015
	Iteration 15Q: 3 clusters Score -12727.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12735.152344 Penalty: 501.722015
	Iteration 16Q: 3 clusters Score -12735.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12737.772461 Penalty: 501.722015
	Iteration 17Q: 3 clusters Score -12737.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12740.835938 Penalty: 501.722015
	Iteration 18Q: 3 clusters Score -12740.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12740.835938 Penalty: 501.722015
	Iteration 19F: 3 clusters Score -12740.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -185534.437500 Penalty: 366.912354
	Iteration 0F: 2 clusters Score -185534.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -183326.703125 Penalty: 733.824707
	Iteration 0F: 3 clusters Score -183326.7 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -184127.328125 Penalty: 733.824707
	Iteration 1F: 3 clusters Score -184127.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -184219.875000 Penalty: 733.824707
	Iteration 2F: 3 clusters Score -184219.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -184323.640625 Penalty: 733.824707
	Iteration 3F: 3 clusters Score -184323.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -184436.562500 Penalty: 733.824707
	Iteration 4F: 3 clusters Score -184436.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -184576.156250 Penalty: 733.824707
	Iteration 5F: 3 clusters Score -184576.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -184738.531250 Penalty: 733.824707
	Iteration 6F: 3 clusters Score -184738.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -184860.031250 Penalty: 733.824707
	Iteration 7Q: 3 clusters Score -184860 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -184936.546875 Penalty: 733.824707
	Iteration 8Q: 3 clusters Score -184936.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -184969.312500 Penalty: 733.824707
	Iteration 9Q: 3 clusters Score -184969.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -185000.437500 Penalty: 733.824707
	Iteration 10Q: 3 clusters Score -185000.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -185045.500000 Penalty: 733.824707
	Iteration 11Q: 3 clusters Score -185045.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -185083.000000 Penalty: 733.824707
	Iteration 12Q: 3 clusters Score -185083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -185108.812500 Penalty: 733.824707
	Iteration 13Q: 3 clusters Score -185108.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -185139.312500 Penalty: 733.824707
	Iteration 14Q: 3 clusters Score -185139.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -185162.000000 Penalty: 733.824707
	Iteration 15Q: 3 clusters Score -185162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -185177.281250 Penalty: 733.824707
	Iteration 16Q: 3 clusters Score -185177.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -185187.140625 Penalty: 733.824707
	Iteration 17Q: 3 clusters Score -185187.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -185201.640625 Penalty: 733.824707
	Iteration 18Q: 3 clusters Score -185201.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -185211.671875 Penalty: 733.824707
	Iteration 19Q: 3 clusters Score -185211.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -185214.500000 Penalty: 733.824707
	Iteration 20F: 3 clusters Score -185214.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -185215.312500 Penalty: 733.824707
	Iteration 21Q: 3 clusters Score -185215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -185216.687500 Penalty: 733.824707
	Iteration 22Q: 3 clusters Score -185216.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -185217.171875 Penalty: 733.824707
	Iteration 23Q: 3 clusters Score -185217.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -185217.750000 Penalty: 733.824707
	Iteration 24Q: 3 clusters Score -185217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -185217.921875 Penalty: 733.824707
	Iteration 25Q: 3 clusters Score -185217.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -185218.562500 Penalty: 733.824707
	Iteration 26Q: 3 clusters Score -185218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -185219.687500 Penalty: 733.824707
	Iteration 27Q: 3 clusters Score -185219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -185219.687500 Penalty: 733.824707
	Iteration 28F: 3 clusters Score -185219.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Entering Unmasked Estep 
Score: -376052.062500 Penalty: 403.042847
	Iteration 0F: 2 clusters Score -376052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -371371.187500 Penalty: 806.085693
	Iteration 0F: 3 clusters Score -371371.2 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -373275.562500 Penalty: 806.085693
	Iteration 1F: 3 clusters Score -373275.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -373588.437500 Penalty: 806.085693
	Iteration 2F: 3 clusters Score -373588.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -373953.250000 Penalty: 806.085693
	Iteration 3F: 3 clusters Score -373953.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -374256.031250 Penalty: 806.085693
	Iteration 4F: 3 clusters Score -374256 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -374551.875000 Penalty: 806.085693
	Iteration 5F: 3 clusters Score -374551.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -374768.125000 Penalty: 806.085693
	Iteration 6F: 3 clusters Score -374768.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -374900.343750 Penalty: 806.085693
	Iteration 7Q: 3 clusters Score -374900.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -374979.500000 Penalty: 806.085693
	Iteration 8Q: 3 clusters Score -374979.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -375039.093750 Penalty: 806.085693
	Iteration 9Q: 3 clusters Score -375039.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -375085.375000 Penalty: 806.085693
	Iteration 10Q: 3 clusters Score -375085.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -375120.343750 Penalty: 806.085693
	Iteration 11Q: 3 clusters Score -375120.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -375151.250000 Penalty: 806.085693
	Iteration 12Q: 3 clusters Score -375151.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -375177.781250 Penalty: 806.085693
	Iteration 13Q: 3 clusters Score -375177.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -375199.343750 Penalty: 806.085693
	Iteration 14Q: 3 clusters Score -375199.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -375213.843750 Penalty: 806.085693
	Iteration 15Q: 3 clusters Score -375213.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -375231.375000 Penalty: 806.085693
	Iteration 16Q: 3 clusters Score -375231.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -375246.687500 Penalty: 806.085693
	Iteration 17Q: 3 clusters Score -375246.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -375270.468750 Penalty: 806.085693
	Iteration 18Q: 3 clusters Score -375270.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -375308.187500 Penalty: 806.085693
	Iteration 19Q: 3 clusters Score -375308.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -375351.031250 Penalty: 806.085693
	Iteration 20F: 3 clusters Score -375351 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -375395.781250 Penalty: 806.085693
	Iteration 21Q: 3 clusters Score -375395.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -375434.156250 Penalty: 806.085693
	Iteration 22Q: 3 clusters Score -375434.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -375477.312500 Penalty: 806.085693
	Iteration 23Q: 3 clusters Score -375477.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -375526.656250 Penalty: 806.085693
	Iteration 24Q: 3 clusters Score -375526.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -375574.781250 Penalty: 806.085693
	Iteration 25Q: 3 clusters Score -375574.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -375624.093750 Penalty: 806.085693
	Iteration 26Q: 3 clusters Score -375624.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -375656.406250 Penalty: 806.085693
	Iteration 27Q: 3 clusters Score -375656.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -375685.656250 Penalty: 806.085693
	Iteration 28Q: 3 clusters Score -375685.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -375716.062500 Penalty: 806.085693
	Iteration 29Q: 3 clusters Score -375716.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -375744.406250 Penalty: 806.085693
	Iteration 30Q: 3 clusters Score -375744.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -375768.562500 Penalty: 806.085693
	Iteration 31Q: 3 clusters Score -375768.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -375785.875000 Penalty: 806.085693
	Iteration 32Q: 3 clusters Score -375785.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -375802.593750 Penalty: 806.085693
	Iteration 33Q: 3 clusters Score -375802.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -375818.625000 Penalty: 806.085693
	Iteration 34Q: 3 clusters Score -375818.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -375830.000000 Penalty: 806.085693
	Iteration 35Q: 3 clusters Score -375830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -375842.906250 Penalty: 806.085693
	Iteration 36Q: 3 clusters Score -375842.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -375851.093750 Penalty: 806.085693
	Iteration 37Q: 3 clusters Score -375851.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -375856.687500 Penalty: 806.085693
	Iteration 38Q: 3 clusters Score -375856.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -375859.312500 Penalty: 806.085693
	Iteration 39Q: 3 clusters Score -375859.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -375862.000000 Penalty: 806.085693
	Iteration 40F: 3 clusters Score -375862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -375866.937500 Penalty: 806.085693
	Iteration 41Q: 3 clusters Score -375866.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -375870.000000 Penalty: 806.085693
	Iteration 42Q: 3 clusters Score -375870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -375875.906250 Penalty: 806.085693
	Iteration 43Q: 3 clusters Score -375875.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -375879.000000 Penalty: 806.085693
	Iteration 44Q: 3 clusters Score -375879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -375879.843750 Penalty: 806.085693
	Iteration 45Q: 3 clusters Score -375879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -375880.468750 Penalty: 806.085693
	Iteration 46Q: 3 clusters Score -375880.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -375879.875000 Penalty: 806.085693
	Iteration 47Q: 3 clusters Score -375879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -375882.281250 Penalty: 806.085693
	Iteration 48Q: 3 clusters Score -375882.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -375881.937500 Penalty: 806.085693
	Iteration 49Q: 3 clusters Score -375881.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -375885.281250 Penalty: 806.085693
	Iteration 50Q: 3 clusters Score -375885.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -375886.781250 Penalty: 806.085693
	Iteration 51Q: 3 clusters Score -375886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -375888.062500 Penalty: 806.085693
	Iteration 52Q: 3 clusters Score -375888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -375887.312500 Penalty: 806.085693
	Iteration 53Q: 3 clusters Score -375887.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -375888.031250 Penalty: 806.085693
	Iteration 54Q: 3 clusters Score -375888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -375889.750000 Penalty: 806.085693
	Iteration 55Q: 3 clusters Score -375889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -375889.750000 Penalty: 806.085693
	Iteration 56Q: 3 clusters Score -375889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -375889.812500 Penalty: 806.085693
	Iteration 57Q: 3 clusters Score -375889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -375890.375000 Penalty: 806.085693
	Iteration 58Q: 3 clusters Score -375890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -375890.375000 Penalty: 806.085693
	Iteration 59F: 3 clusters Score -375890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -71992.125000 Penalty: 329.187897
	Iteration 0F: 2 clusters Score -71992.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -70970.734375 Penalty: 658.375793
	Iteration 0F: 3 clusters Score -70970.73 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -71317.718750 Penalty: 658.375793
	Iteration 1F: 3 clusters Score -71317.72 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -71402.429688 Penalty: 658.375793
	Iteration 2F: 3 clusters Score -71402.43 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -71467.265625 Penalty: 658.375793
	Iteration 3F: 3 clusters Score -71467.27 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -71517.203125 Penalty: 658.375793
	Iteration 4Q: 3 clusters Score -71517.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -71548.914062 Penalty: 658.375793
	Iteration 5Q: 3 clusters Score -71548.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -71572.476562 Penalty: 658.375793
	Iteration 6Q: 3 clusters Score -71572.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -71599.515625 Penalty: 658.375793
	Iteration 7Q: 3 clusters Score -71599.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71616.320312 Penalty: 658.375793
	Iteration 8Q: 3 clusters Score -71616.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71624.093750 Penalty: 658.375793
	Iteration 9Q: 3 clusters Score -71624.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -71633.843750 Penalty: 658.375793
	Iteration 10Q: 3 clusters Score -71633.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71643.570312 Penalty: 658.375793
	Iteration 11Q: 3 clusters Score -71643.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71658.531250 Penalty: 658.375793
	Iteration 12Q: 3 clusters Score -71658.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71670.351562 Penalty: 658.375793
	Iteration 13Q: 3 clusters Score -71670.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -71680.640625 Penalty: 658.375793
	Iteration 14Q: 3 clusters Score -71680.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71690.117188 Penalty: 658.375793
	Iteration 15Q: 3 clusters Score -71690.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71700.046875 Penalty: 658.375793
	Iteration 16Q: 3 clusters Score -71700.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71707.195312 Penalty: 658.375793
	Iteration 17Q: 3 clusters Score -71707.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71714.523438 Penalty: 658.375793
	Iteration 18Q: 3 clusters Score -71714.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71722.132812 Penalty: 658.375793
	Iteration 19Q: 3 clusters Score -71722.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71729.859375 Penalty: 658.375793
	Iteration 20F: 3 clusters Score -71729.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71735.898438 Penalty: 658.375793
	Iteration 21Q: 3 clusters Score -71735.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -71741.375000 Penalty: 658.375793
	Iteration 22Q: 3 clusters Score -71741.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -71747.742188 Penalty: 658.375793
	Iteration 23Q: 3 clusters Score -71747.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -71755.968750 Penalty: 658.375793
	Iteration 24Q: 3 clusters Score -71755.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -71767.039062 Penalty: 658.375793
	Iteration 25Q: 3 clusters Score -71767.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -71773.882812 Penalty: 658.375793
	Iteration 26Q: 3 clusters Score -71773.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -71777.445312 Penalty: 658.375793
	Iteration 27Q: 3 clusters Score -71777.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -71778.257812 Penalty: 658.375793
	Iteration 28Q: 3 clusters Score -71778.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -71778.984375 Penalty: 658.375793
	Iteration 29Q: 3 clusters Score -71778.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -71779.937500 Penalty: 658.375793
	Iteration 30Q: 3 clusters Score -71779.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -71782.937500 Penalty: 658.375793
	Iteration 31Q: 3 clusters Score -71782.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -71784.140625 Penalty: 658.375793
	Iteration 32Q: 3 clusters Score -71784.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -71784.429688 Penalty: 658.375793
	Iteration 33Q: 3 clusters Score -71784.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -71784.429688 Penalty: 658.375793
	Iteration 34F: 3 clusters Score -71784.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -19501.998047 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -19502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -19024.183594 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -19024.18 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19236.437500 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -19236.44 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19312.457031 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -19312.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19352.720703 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -19352.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -19387.351562 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -19387.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19400.994141 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -19400.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19409.783203 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -19409.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -19413.996094 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -19414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -19414.943359 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -19414.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -19414.943359 Penalty: 579.035522
	Iteration 9F: 3 clusters Score -19414.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -17092.595703 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -17092.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16750.183594 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -16750.18 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16941.761719 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -16941.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16980.566406 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -16980.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16997.886719 Penalty: 522.028076
	Iteration 3Q: 3 clusters Score -16997.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17008.033203 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -17008.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17023.740234 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -17023.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17038.595703 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -17038.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17065.462891 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -17065.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17075.443359 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -17075.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17080.380859 Penalty: 522.028076
	Iteration 9Q: 3 clusters Score -17080.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17080.380859 Penalty: 522.028076
	Iteration 10F: 3 clusters Score -17080.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -30256.710938 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -30256.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -29686.189453 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -29686.19 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -29887.087891 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -29887.09 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -29977.226562 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -29977.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -30042.699219 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -30042.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -30067.667969 Penalty: 590.517639
	Iteration 4Q: 3 clusters Score -30067.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -30080.507812 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -30080.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -30090.935547 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -30090.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -30098.822266 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -30098.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -30103.849609 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -30103.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -30108.794922 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -30108.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -30115.039062 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -30115.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -30118.900391 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -30118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -30119.923828 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -30119.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -30121.888672 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -30121.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -30123.234375 Penalty: 590.517639
	Iteration 14Q: 3 clusters Score -30123.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -30123.296875 Penalty: 590.517639
	Iteration 15Q: 3 clusters Score -30123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -30123.296875 Penalty: 590.517639
	Iteration 16F: 3 clusters Score -30123.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -4728.611328 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -4728.611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4550.993652 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -4550.994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4612.130859 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -4612.131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4622.301270 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -4622.301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4625.777832 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -4625.778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4625.777832 Penalty: 430.192291
	Iteration 4F: 3 clusters Score -4625.778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -36792.226562 Penalty: 292.917694
	Iteration 0F: 2 clusters Score -36792.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -36210.054688 Penalty: 585.835388
	Iteration 0F: 3 clusters Score -36210.05 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36368.574219 Penalty: 585.835388
	Iteration 1F: 3 clusters Score -36368.57 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -36404.191406 Penalty: 585.835388
	Iteration 2F: 3 clusters Score -36404.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -36420.476562 Penalty: 585.835388
	Iteration 3Q: 3 clusters Score -36420.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -36440.832031 Penalty: 585.835388
	Iteration 4Q: 3 clusters Score -36440.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -36465.613281 Penalty: 585.835388
	Iteration 5Q: 3 clusters Score -36465.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -36491.789062 Penalty: 585.835388
	Iteration 6Q: 3 clusters Score -36491.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36507.632812 Penalty: 585.835388
	Iteration 7Q: 3 clusters Score -36507.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -36515.593750 Penalty: 585.835388
	Iteration 8Q: 3 clusters Score -36515.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36519.175781 Penalty: 585.835388
	Iteration 9Q: 3 clusters Score -36519.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -36522.742188 Penalty: 585.835388
	Iteration 10Q: 3 clusters Score -36522.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -36523.457031 Penalty: 585.835388
	Iteration 11Q: 3 clusters Score -36523.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -36523.816406 Penalty: 585.835388
	Iteration 12Q: 3 clusters Score -36523.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36525.218750 Penalty: 585.835388
	Iteration 13Q: 3 clusters Score -36525.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36525.218750 Penalty: 585.835388
	Iteration 14F: 3 clusters Score -36525.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -8697.811523 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -8697.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8437.260742 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -8437.261 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8508.368164 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -8508.368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8523.767578 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -8523.768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8529.451172 Penalty: 463.531250
	Iteration 3Q: 3 clusters Score -8529.451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8539.874023 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -8539.874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8547.686523 Penalty: 463.531250
	Iteration 5Q: 3 clusters Score -8547.687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8564.261719 Penalty: 463.531250
	Iteration 6Q: 3 clusters Score -8564.262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8575.791992 Penalty: 463.531250
	Iteration 7Q: 3 clusters Score -8575.792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8582.666016 Penalty: 463.531250
	Iteration 8Q: 3 clusters Score -8582.666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8592.667969 Penalty: 463.531250
	Iteration 9Q: 3 clusters Score -8592.668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8602.610352 Penalty: 463.531250
	Iteration 10Q: 3 clusters Score -8602.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8617.450195 Penalty: 463.531250
	Iteration 11Q: 3 clusters Score -8617.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8620.675781 Penalty: 463.531250
	Iteration 12Q: 3 clusters Score -8620.676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8620.675781 Penalty: 463.531250
	Iteration 13F: 3 clusters Score -8620.676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -42180.867188 Penalty: 309.051666
	Iteration 0F: 2 clusters Score -42180.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -41409.500000 Penalty: 618.103333
	Iteration 0F: 3 clusters Score -41409.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -41803.593750 Penalty: 618.103333
	Iteration 1F: 3 clusters Score -41803.59 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -41977.386719 Penalty: 618.103333
	Iteration 2F: 3 clusters Score -41977.39 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -42082.382812 Penalty: 618.103333
	Iteration 3F: 3 clusters Score -42082.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -42154.093750 Penalty: 618.103333
	Iteration 4Q: 3 clusters Score -42154.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -42176.460938 Penalty: 618.103333
	Iteration 5Q: 3 clusters Score -42176.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -42183.300781 Penalty: 618.103333
	Iteration 6Q: 3 clusters Score -42183.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -42188.414062 Penalty: 618.103333
	Iteration 7Q: 3 clusters Score -42188.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -42191.902344 Penalty: 618.103333
	Iteration 8Q: 3 clusters Score -42191.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -42193.273438 Penalty: 618.103333
	Iteration 9Q: 3 clusters Score -42193.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -42195.011719 Penalty: 618.103333
	Iteration 10Q: 3 clusters Score -42195.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -42198.296875 Penalty: 618.103333
	Iteration 11Q: 3 clusters Score -42198.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -42200.359375 Penalty: 618.103333
	Iteration 12Q: 3 clusters Score -42200.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -42205.578125 Penalty: 618.103333
	Iteration 13Q: 3 clusters Score -42205.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -42212.222656 Penalty: 618.103333
	Iteration 14Q: 3 clusters Score -42212.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -42217.582031 Penalty: 618.103333
	Iteration 15Q: 3 clusters Score -42217.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -42220.507812 Penalty: 618.103333
	Iteration 16Q: 3 clusters Score -42220.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -42223.519531 Penalty: 618.103333
	Iteration 17Q: 3 clusters Score -42223.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -42225.062500 Penalty: 618.103333
	Iteration 18Q: 3 clusters Score -42225.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -42230.914062 Penalty: 618.103333
	Iteration 19Q: 3 clusters Score -42230.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -42235.382812 Penalty: 618.103333
	Iteration 20F: 3 clusters Score -42235.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -42240.847656 Penalty: 618.103333
	Iteration 21Q: 3 clusters Score -42240.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -42245.265625 Penalty: 618.103333
	Iteration 22Q: 3 clusters Score -42245.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -42247.753906 Penalty: 618.103333
	Iteration 23Q: 3 clusters Score -42247.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -42249.789062 Penalty: 618.103333
	Iteration 24Q: 3 clusters Score -42249.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -42250.769531 Penalty: 618.103333
	Iteration 25Q: 3 clusters Score -42250.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -42252.093750 Penalty: 618.103333
	Iteration 26Q: 3 clusters Score -42252.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -42253.375000 Penalty: 618.103333
	Iteration 27Q: 3 clusters Score -42253.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -42256.031250 Penalty: 618.103333
	Iteration 28Q: 3 clusters Score -42256.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -42258.246094 Penalty: 618.103333
	Iteration 29Q: 3 clusters Score -42258.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -42259.414062 Penalty: 618.103333
	Iteration 30Q: 3 clusters Score -42259.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -42259.414062 Penalty: 618.103333
	Iteration 31F: 3 clusters Score -42259.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 608 members 
Entering Unmasked Estep 
Score: -10142369.000000 Penalty: 29294.808594
Splitting cluster 15 changes total score from -10142542.000000 to -10142369.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -6966.599121 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -6966.599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6649.037109 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -6649.037 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6734.942871 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -6734.943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6782.912598 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -6782.913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6808.268066 Penalty: 502.452942
	Iteration 3F: 3 clusters Score -6808.268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6834.164062 Penalty: 502.452942
	Iteration 4F: 3 clusters Score -6834.164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6841.916992 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -6841.917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6847.507812 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -6847.508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6848.897949 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -6848.898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6860.594727 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -6860.595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6866.320801 Penalty: 502.452942
	Iteration 9Q: 3 clusters Score -6866.321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6871.053223 Penalty: 502.452942
	Iteration 10Q: 3 clusters Score -6871.053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6873.967285 Penalty: 502.452942
	Iteration 11Q: 3 clusters Score -6873.967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6873.967285 Penalty: 502.452942
	Iteration 12F: 3 clusters Score -6873.967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Entering Unmasked Estep 
Score: -462880.375000 Penalty: 408.860535
	Iteration 0F: 2 clusters Score -462880.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -457485.187500 Penalty: 817.721069
	Iteration 0F: 3 clusters Score -457485.2 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -459633.468750 Penalty: 817.721069
	Iteration 1F: 3 clusters Score -459633.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -459834.531250 Penalty: 817.721069
	Iteration 2F: 3 clusters Score -459834.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -460086.093750 Penalty: 817.721069
	Iteration 3F: 3 clusters Score -460086.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -460421.750000 Penalty: 817.721069
	Iteration 4F: 3 clusters Score -460421.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -460788.562500 Penalty: 817.721069
	Iteration 5F: 3 clusters Score -460788.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -461151.937500 Penalty: 817.721069
	Iteration 6F: 3 clusters Score -461151.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -461499.375000 Penalty: 817.721069
	Iteration 7F: 3 clusters Score -461499.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -461765.343750 Penalty: 817.721069
	Iteration 8Q: 3 clusters Score -461765.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -461960.250000 Penalty: 817.721069
	Iteration 9Q: 3 clusters Score -461960.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -462086.375000 Penalty: 817.721069
	Iteration 10Q: 3 clusters Score -462086.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -462205.250000 Penalty: 817.721069
	Iteration 11Q: 3 clusters Score -462205.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -462283.843750 Penalty: 817.721069
	Iteration 12Q: 3 clusters Score -462283.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -462347.781250 Penalty: 817.721069
	Iteration 13Q: 3 clusters Score -462347.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -462399.125000 Penalty: 817.721069
	Iteration 14Q: 3 clusters Score -462399.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -462429.812500 Penalty: 817.721069
	Iteration 15Q: 3 clusters Score -462429.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -462451.281250 Penalty: 817.721069
	Iteration 16Q: 3 clusters Score -462451.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -462480.343750 Penalty: 817.721069
	Iteration 17Q: 3 clusters Score -462480.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -462495.312500 Penalty: 817.721069
	Iteration 18Q: 3 clusters Score -462495.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -462507.656250 Penalty: 817.721069
	Iteration 19Q: 3 clusters Score -462507.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -462515.812500 Penalty: 817.721069
	Iteration 20F: 3 clusters Score -462515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -462523.718750 Penalty: 817.721069
	Iteration 21Q: 3 clusters Score -462523.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -462529.468750 Penalty: 817.721069
	Iteration 22Q: 3 clusters Score -462529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -462534.000000 Penalty: 817.721069
	Iteration 23Q: 3 clusters Score -462534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -462535.875000 Penalty: 817.721069
	Iteration 24Q: 3 clusters Score -462535.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -462538.343750 Penalty: 817.721069
	Iteration 25Q: 3 clusters Score -462538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -462539.531250 Penalty: 817.721069
	Iteration 26Q: 3 clusters Score -462539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -462540.781250 Penalty: 817.721069
	Iteration 27Q: 3 clusters Score -462540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -462541.781250 Penalty: 817.721069
	Iteration 28Q: 3 clusters Score -462541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -462543.218750 Penalty: 817.721069
	Iteration 29Q: 3 clusters Score -462543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -462543.687500 Penalty: 817.721069
	Iteration 30Q: 3 clusters Score -462543.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -462544.250000 Penalty: 817.721069
	Iteration 31Q: 3 clusters Score -462544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -462545.406250 Penalty: 817.721069
	Iteration 32Q: 3 clusters Score -462545.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -462546.781250 Penalty: 817.721069
	Iteration 33Q: 3 clusters Score -462546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -462548.437500 Penalty: 817.721069
	Iteration 34Q: 3 clusters Score -462548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -462549.562500 Penalty: 817.721069
	Iteration 35Q: 3 clusters Score -462549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -462550.812500 Penalty: 817.721069
	Iteration 36Q: 3 clusters Score -462550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -462552.750000 Penalty: 817.721069
	Iteration 37Q: 3 clusters Score -462552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -462553.406250 Penalty: 817.721069
	Iteration 38Q: 3 clusters Score -462553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -462553.937500 Penalty: 817.721069
	Iteration 39Q: 3 clusters Score -462553.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -462554.437500 Penalty: 817.721069
	Iteration 40F: 3 clusters Score -462554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -462556.906250 Penalty: 817.721069
	Iteration 41Q: 3 clusters Score -462556.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -462558.750000 Penalty: 817.721069
	Iteration 42Q: 3 clusters Score -462558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -462558.468750 Penalty: 817.721069
	Iteration 43Q: 3 clusters Score -462558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -462561.531250 Penalty: 817.721069
	Iteration 44Q: 3 clusters Score -462561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -462562.781250 Penalty: 817.721069
	Iteration 45Q: 3 clusters Score -462562.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -462564.031250 Penalty: 817.721069
	Iteration 46Q: 3 clusters Score -462564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -462565.312500 Penalty: 817.721069
	Iteration 47Q: 3 clusters Score -462565.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -462566.343750 Penalty: 817.721069
	Iteration 48Q: 3 clusters Score -462566.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -462566.343750 Penalty: 817.721069
	Iteration 49F: 3 clusters Score -462566.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12898.538086 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12898.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12566.796875 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -12566.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12666.479492 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12666.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12714.186523 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -12714.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12732.947266 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -12732.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12750.027344 Penalty: 503.538452
	Iteration 4F: 3 clusters Score -12750.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12772.114258 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -12772.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12775.619141 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -12775.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12780.901367 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -12780.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12790.742188 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -12790.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12794.651367 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -12794.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12794.651367 Penalty: 503.538452
	Iteration 10F: 3 clusters Score -12794.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -39672.914062 Penalty: 300.847870
	Iteration 0F: 2 clusters Score -39672.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39018.894531 Penalty: 601.695740
	Iteration 0F: 3 clusters Score -39018.89 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39219.734375 Penalty: 601.695740
	Iteration 1F: 3 clusters Score -39219.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -39264.273438 Penalty: 601.695740
	Iteration 2F: 3 clusters Score -39264.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39280.832031 Penalty: 601.695740
	Iteration 3Q: 3 clusters Score -39280.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39292.367188 Penalty: 601.695740
	Iteration 4Q: 3 clusters Score -39292.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -39306.667969 Penalty: 601.695740
	Iteration 5Q: 3 clusters Score -39306.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -39318.460938 Penalty: 601.695740
	Iteration 6Q: 3 clusters Score -39318.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -39327.250000 Penalty: 601.695740
	Iteration 7Q: 3 clusters Score -39327.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39339.226562 Penalty: 601.695740
	Iteration 8Q: 3 clusters Score -39339.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -39347.464844 Penalty: 601.695740
	Iteration 9Q: 3 clusters Score -39347.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -39355.222656 Penalty: 601.695740
	Iteration 10Q: 3 clusters Score -39355.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -39367.777344 Penalty: 601.695740
	Iteration 11Q: 3 clusters Score -39367.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -39388.917969 Penalty: 601.695740
	Iteration 12Q: 3 clusters Score -39388.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -39410.421875 Penalty: 601.695740
	Iteration 13Q: 3 clusters Score -39410.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -39426.003906 Penalty: 601.695740
	Iteration 14Q: 3 clusters Score -39426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39435.796875 Penalty: 601.695740
	Iteration 15Q: 3 clusters Score -39435.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -39439.792969 Penalty: 601.695740
	Iteration 16Q: 3 clusters Score -39439.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -39442.574219 Penalty: 601.695740
	Iteration 17Q: 3 clusters Score -39442.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -39443.882812 Penalty: 601.695740
	Iteration 18Q: 3 clusters Score -39443.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -39445.085938 Penalty: 601.695740
	Iteration 19Q: 3 clusters Score -39445.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -39445.660156 Penalty: 601.695740
	Iteration 20F: 3 clusters Score -39445.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Entering Unmasked Estep 
Score: -130818.546875 Penalty: 355.720276
	Iteration 0F: 2 clusters Score -130818.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -129046.765625 Penalty: 711.440552
	Iteration 0F: 3 clusters Score -129046.8 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -129905.750000 Penalty: 711.440552
	Iteration 1F: 3 clusters Score -129905.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -130250.867188 Penalty: 711.440552
	Iteration 2F: 3 clusters Score -130250.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -130488.671875 Penalty: 711.440552
	Iteration 3F: 3 clusters Score -130488.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -130670.000000 Penalty: 711.440552
	Iteration 4F: 3 clusters Score -130670 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -130750.898438 Penalty: 711.440552
	Iteration 5Q: 3 clusters Score -130750.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -130786.718750 Penalty: 711.440552
	Iteration 6Q: 3 clusters Score -130786.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -130798.218750 Penalty: 711.440552
	Iteration 7Q: 3 clusters Score -130798.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -130802.203125 Penalty: 711.440552
	Iteration 8Q: 3 clusters Score -130802.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -130804.320312 Penalty: 711.440552
	Iteration 9Q: 3 clusters Score -130804.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -130804.984375 Penalty: 711.440552
	Iteration 10Q: 3 clusters Score -130805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -130805.164062 Penalty: 711.440552
	Iteration 11Q: 3 clusters Score -130805.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -130805.164062 Penalty: 711.440552
	Iteration 12F: 3 clusters Score -130805.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -70330.593750 Penalty: 328.792511
	Iteration 0F: 2 clusters Score -70330.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -69282.085938 Penalty: 657.585022
	Iteration 0F: 3 clusters Score -69282.09 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -69581.140625 Penalty: 657.585022
	Iteration 1F: 3 clusters Score -69581.14 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -69632.070312 Penalty: 657.585022
	Iteration 2F: 3 clusters Score -69632.07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -69674.859375 Penalty: 657.585022
	Iteration 3F: 3 clusters Score -69674.86 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -69708.609375 Penalty: 657.585022
	Iteration 4Q: 3 clusters Score -69708.61 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -69750.812500 Penalty: 657.585022
	Iteration 5Q: 3 clusters Score -69750.81 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69803.429688 Penalty: 657.585022
	Iteration 6F: 3 clusters Score -69803.43 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69847.000000 Penalty: 657.585022
	Iteration 7Q: 3 clusters Score -69847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69897.484375 Penalty: 657.585022
	Iteration 8Q: 3 clusters Score -69897.48 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69950.945312 Penalty: 657.585022
	Iteration 9Q: 3 clusters Score -69950.95 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69995.250000 Penalty: 657.585022
	Iteration 10Q: 3 clusters Score -69995.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -70028.804688 Penalty: 657.585022
	Iteration 11Q: 3 clusters Score -70028.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -70066.695312 Penalty: 657.585022
	Iteration 12Q: 3 clusters Score -70066.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -70083.890625 Penalty: 657.585022
	Iteration 13Q: 3 clusters Score -70083.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -70106.468750 Penalty: 657.585022
	Iteration 14Q: 3 clusters Score -70106.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -70117.484375 Penalty: 657.585022
	Iteration 15Q: 3 clusters Score -70117.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -70122.023438 Penalty: 657.585022
	Iteration 16Q: 3 clusters Score -70122.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -70130.257812 Penalty: 657.585022
	Iteration 17Q: 3 clusters Score -70130.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -70136.039062 Penalty: 657.585022
	Iteration 18Q: 3 clusters Score -70136.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -70136.734375 Penalty: 657.585022
	Iteration 19Q: 3 clusters Score -70136.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -70138.250000 Penalty: 657.585022
	Iteration 20F: 3 clusters Score -70138.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -70141.453125 Penalty: 657.585022
	Iteration 21Q: 3 clusters Score -70141.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -70141.750000 Penalty: 657.585022
	Iteration 22Q: 3 clusters Score -70141.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -70141.750000 Penalty: 657.585022
	Iteration 23F: 3 clusters Score -70141.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -24475.472656 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -24475.47 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 232 members 
Entering Unmasked Estep 
Score: -24038.273438 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -24038.27 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24183.099609 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -24183.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24264.277344 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -24264.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24300.785156 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -24300.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24322.289062 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -24322.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24336.615234 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -24336.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24354.705078 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -24354.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24368.480469 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -24368.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24419.914062 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -24419.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24446.277344 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -24446.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24449.115234 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -24449.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24450.158203 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -24450.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24450.515625 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -24450.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24451.226562 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -24451.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24451.226562 Penalty: 554.924744
	Iteration 14F: 3 clusters Score -24451.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -7660.738281 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -7660.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7344.572754 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -7344.573 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7415.044434 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -7415.044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7428.809082 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -7428.809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7433.835449 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -7433.835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7436.459961 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -7436.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7436.459961 Penalty: 507.066010
	Iteration 5F: 3 clusters Score -7436.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -9532.678711 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -9532.679 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 101 members 
Entering Unmasked Estep 
Score: -9257.098633 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -9257.099 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9334.092773 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -9334.093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9353.038086 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -9353.038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9361.156250 Penalty: 477.956909
	Iteration 3Q: 3 clusters Score -9361.156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9364.971680 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -9364.972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9366.626953 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -9366.627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9367.849609 Penalty: 477.956909
	Iteration 6Q: 3 clusters Score -9367.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9370.783203 Penalty: 477.956909
	Iteration 7Q: 3 clusters Score -9370.783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9370.783203 Penalty: 477.956909
	Iteration 8F: 3 clusters Score -9370.783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -9419.563477 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -9419.563 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 112 members 
Entering Unmasked Estep 
Score: -9119.349609 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -9119.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9176.964844 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -9176.965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9191.700195 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -9191.7 nChanged 6
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: -9196.662109 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -9196.662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9205.521484 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -9205.521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9207.080078 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -9207.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9208.332031 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -9208.332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9208.569336 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -9208.569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9208.569336 Penalty: 483.501770
	Iteration 8F: 3 clusters Score -9208.569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -4256.851074 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -4256.851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -3968.271240 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -3968.271 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -4111.449707 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -4111.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4181.480957 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -4181.481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4211.618652 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -4211.619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4220.938477 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -4220.938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -4222.468262 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -4222.468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -4222.468262 Penalty: 492.052612
	Iteration 6F: 3 clusters Score -4222.468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Entering Unmasked Estep 
Score: -167282.984375 Penalty: 363.401459
	Iteration 0F: 2 clusters Score -167283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -165251.609375 Penalty: 726.802917
	Iteration 0F: 3 clusters Score -165251.6 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -166041.000000 Penalty: 726.802917
	Iteration 1F: 3 clusters Score -166041 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -166148.906250 Penalty: 726.802917
	Iteration 2F: 3 clusters Score -166148.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -166252.578125 Penalty: 726.802917
	Iteration 3F: 3 clusters Score -166252.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -166345.718750 Penalty: 726.802917
	Iteration 4Q: 3 clusters Score -166345.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -166461.296875 Penalty: 726.802917
	Iteration 5Q: 3 clusters Score -166461.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -166606.375000 Penalty: 726.802917
	Iteration 6Q: 3 clusters Score -166606.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -166713.468750 Penalty: 726.802917
	Iteration 7Q: 3 clusters Score -166713.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -166796.484375 Penalty: 726.802917
	Iteration 8Q: 3 clusters Score -166796.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -166835.562500 Penalty: 726.802917
	Iteration 9Q: 3 clusters Score -166835.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -166857.437500 Penalty: 726.802917
	Iteration 10Q: 3 clusters Score -166857.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -166875.562500 Penalty: 726.802917
	Iteration 11Q: 3 clusters Score -166875.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -166887.734375 Penalty: 726.802917
	Iteration 12Q: 3 clusters Score -166887.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -166898.078125 Penalty: 726.802917
	Iteration 13Q: 3 clusters Score -166898.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -166905.953125 Penalty: 726.802917
	Iteration 14Q: 3 clusters Score -166906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -166918.625000 Penalty: 726.802917
	Iteration 15Q: 3 clusters Score -166918.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -166923.500000 Penalty: 726.802917
	Iteration 16Q: 3 clusters Score -166923.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -166931.468750 Penalty: 726.802917
	Iteration 17Q: 3 clusters Score -166931.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -166944.984375 Penalty: 726.802917
	Iteration 18Q: 3 clusters Score -166945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -166954.656250 Penalty: 726.802917
	Iteration 19Q: 3 clusters Score -166954.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -166962.046875 Penalty: 726.802917
	Iteration 20F: 3 clusters Score -166962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -166970.093750 Penalty: 726.802917
	Iteration 21Q: 3 clusters Score -166970.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -166975.375000 Penalty: 726.802917
	Iteration 22Q: 3 clusters Score -166975.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -166980.515625 Penalty: 726.802917
	Iteration 23Q: 3 clusters Score -166980.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -166982.125000 Penalty: 726.802917
	Iteration 24Q: 3 clusters Score -166982.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -166983.328125 Penalty: 726.802917
	Iteration 25Q: 3 clusters Score -166983.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -166985.687500 Penalty: 726.802917
	Iteration 26Q: 3 clusters Score -166985.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -166990.406250 Penalty: 726.802917
	Iteration 27Q: 3 clusters Score -166990.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -167000.359375 Penalty: 726.802917
	Iteration 28Q: 3 clusters Score -167000.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -167010.218750 Penalty: 726.802917
	Iteration 29Q: 3 clusters Score -167010.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -167021.093750 Penalty: 726.802917
	Iteration 30Q: 3 clusters Score -167021.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -167033.890625 Penalty: 726.802917
	Iteration 31Q: 3 clusters Score -167033.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -167050.250000 Penalty: 726.802917
	Iteration 32Q: 3 clusters Score -167050.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -167062.281250 Penalty: 726.802917
	Iteration 33Q: 3 clusters Score -167062.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -167069.390625 Penalty: 726.802917
	Iteration 34Q: 3 clusters Score -167069.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -167077.281250 Penalty: 726.802917
	Iteration 35Q: 3 clusters Score -167077.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -167087.390625 Penalty: 726.802917
	Iteration 36Q: 3 clusters Score -167087.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -167096.765625 Penalty: 726.802917
	Iteration 37Q: 3 clusters Score -167096.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -167104.062500 Penalty: 726.802917
	Iteration 38Q: 3 clusters Score -167104.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -167111.750000 Penalty: 726.802917
	Iteration 39Q: 3 clusters Score -167111.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -167115.171875 Penalty: 726.802917
	Iteration 40F: 3 clusters Score -167115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -167116.312500 Penalty: 726.802917
	Iteration 41Q: 3 clusters Score -167116.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -167117.093750 Penalty: 726.802917
	Iteration 42Q: 3 clusters Score -167117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -167118.078125 Penalty: 726.802917
	Iteration 43Q: 3 clusters Score -167118.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -167120.390625 Penalty: 726.802917
	Iteration 44Q: 3 clusters Score -167120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -167121.765625 Penalty: 726.802917
	Iteration 45Q: 3 clusters Score -167121.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -167126.343750 Penalty: 726.802917
	Iteration 46Q: 3 clusters Score -167126.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -167133.765625 Penalty: 726.802917
	Iteration 47Q: 3 clusters Score -167133.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -167144.328125 Penalty: 726.802917
	Iteration 48Q: 3 clusters Score -167144.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -167151.671875 Penalty: 726.802917
	Iteration 49Q: 3 clusters Score -167151.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -167159.609375 Penalty: 726.802917
	Iteration 50Q: 3 clusters Score -167159.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -167169.578125 Penalty: 726.802917
	Iteration 51Q: 3 clusters Score -167169.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -167172.546875 Penalty: 726.802917
	Iteration 52Q: 3 clusters Score -167172.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -167176.046875 Penalty: 726.802917
	Iteration 53Q: 3 clusters Score -167176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -167182.218750 Penalty: 726.802917
	Iteration 54Q: 3 clusters Score -167182.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -167187.203125 Penalty: 726.802917
	Iteration 55Q: 3 clusters Score -167187.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -167189.843750 Penalty: 726.802917
	Iteration 56Q: 3 clusters Score -167189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -167190.015625 Penalty: 726.802917
	Iteration 57Q: 3 clusters Score -167190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -167190.187500 Penalty: 726.802917
	Iteration 58Q: 3 clusters Score -167190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -167190.187500 Penalty: 726.802917
	Iteration 59F: 3 clusters Score -167190.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -43641.195312 Penalty: 303.864563
	Iteration 0F: 2 clusters Score -43641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -42954.683594 Penalty: 607.729126
	Iteration 0F: 3 clusters Score -42954.68 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -43207.542969 Penalty: 607.729126
	Iteration 1F: 3 clusters Score -43207.54 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -43353.878906 Penalty: 607.729126
	Iteration 2F: 3 clusters Score -43353.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -43483.546875 Penalty: 607.729126
	Iteration 3F: 3 clusters Score -43483.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -43578.464844 Penalty: 607.729126
	Iteration 4F: 3 clusters Score -43578.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -43636.640625 Penalty: 607.729126
	Iteration 5Q: 3 clusters Score -43636.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -43685.894531 Penalty: 607.729126
	Iteration 6Q: 3 clusters Score -43685.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -43729.167969 Penalty: 607.729126
	Iteration 7Q: 3 clusters Score -43729.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -43749.117188 Penalty: 607.729126
	Iteration 8Q: 3 clusters Score -43749.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -43755.437500 Penalty: 607.729126
	Iteration 9Q: 3 clusters Score -43755.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -43757.835938 Penalty: 607.729126
	Iteration 10Q: 3 clusters Score -43757.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -43759.187500 Penalty: 607.729126
	Iteration 11Q: 3 clusters Score -43759.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -43761.925781 Penalty: 607.729126
	Iteration 12Q: 3 clusters Score -43761.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -43763.539062 Penalty: 607.729126
	Iteration 13Q: 3 clusters Score -43763.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -43763.539062 Penalty: 607.729126
	Iteration 14F: 3 clusters Score -43763.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 494 members 
Entering Unmasked Estep 
Score: -10142424.000000 Penalty: 29294.808594
Splitting cluster 28 changes total score from -10142542.000000 to -10142424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -3051.615479 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -3051.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2886.131592 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2886.132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2907.960449 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2907.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -15625.273438 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -15625.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15275.284180 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -15275.28 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15415.433594 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -15415.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15469.220703 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -15469.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15495.893555 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -15495.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15513.997070 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -15514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15525.003906 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -15525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15526.865234 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -15526.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15527.611328 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -15527.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15527.611328 Penalty: 522.321167
	Iteration 8F: 3 clusters Score -15527.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -61724.492188 Penalty: 321.212585
	Iteration 0F: 2 clusters Score -61724.49 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 568 members 
Entering Unmasked Estep 
Score: -60825.007812 Penalty: 642.425171
	Iteration 0F: 3 clusters Score -60825.01 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -61124.812500 Penalty: 642.425171
	Iteration 1F: 3 clusters Score -61124.81 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -61191.089844 Penalty: 642.425171
	Iteration 2F: 3 clusters Score -61191.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -61225.691406 Penalty: 642.425171
	Iteration 3F: 3 clusters Score -61225.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -61261.113281 Penalty: 642.425171
	Iteration 4Q: 3 clusters Score -61261.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -61291.417969 Penalty: 642.425171
	Iteration 5Q: 3 clusters Score -61291.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -61316.265625 Penalty: 642.425171
	Iteration 6Q: 3 clusters Score -61316.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61332.812500 Penalty: 642.425171
	Iteration 7Q: 3 clusters Score -61332.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -61341.796875 Penalty: 642.425171
	Iteration 8Q: 3 clusters Score -61341.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -61351.421875 Penalty: 642.425171
	Iteration 9Q: 3 clusters Score -61351.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -61358.824219 Penalty: 642.425171
	Iteration 10Q: 3 clusters Score -61358.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -61367.835938 Penalty: 642.425171
	Iteration 11Q: 3 clusters Score -61367.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -61377.976562 Penalty: 642.425171
	Iteration 12Q: 3 clusters Score -61377.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -61385.660156 Penalty: 642.425171
	Iteration 13Q: 3 clusters Score -61385.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -61396.042969 Penalty: 642.425171
	Iteration 14Q: 3 clusters Score -61396.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -61409.160156 Penalty: 642.425171
	Iteration 15Q: 3 clusters Score -61409.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -61430.945312 Penalty: 642.425171
	Iteration 16Q: 3 clusters Score -61430.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61446.375000 Penalty: 642.425171
	Iteration 17Q: 3 clusters Score -61446.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61459.773438 Penalty: 642.425171
	Iteration 18Q: 3 clusters Score -61459.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61464.117188 Penalty: 642.425171
	Iteration 19Q: 3 clusters Score -61464.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61466.308594 Penalty: 642.425171
	Iteration 20F: 3 clusters Score -61466.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61467.578125 Penalty: 642.425171
	Iteration 21Q: 3 clusters Score -61467.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61470.710938 Penalty: 642.425171
	Iteration 22Q: 3 clusters Score -61470.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61472.347656 Penalty: 642.425171
	Iteration 23Q: 3 clusters Score -61472.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61472.542969 Penalty: 642.425171
	Iteration 24Q: 3 clusters Score -61472.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61472.730469 Penalty: 642.425171
	Iteration 25Q: 3 clusters Score -61472.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61472.730469 Penalty: 642.425171
	Iteration 26F: 3 clusters Score -61472.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -75945.132812 Penalty: 330.704132
	Iteration 0F: 2 clusters Score -75945.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -74875.828125 Penalty: 661.408264
	Iteration 0F: 3 clusters Score -74875.83 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -75271.859375 Penalty: 661.408264
	Iteration 1F: 3 clusters Score -75271.86 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -75338.085938 Penalty: 661.408264
	Iteration 2F: 3 clusters Score -75338.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -75384.960938 Penalty: 661.408264
	Iteration 3F: 3 clusters Score -75384.96 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -75409.109375 Penalty: 661.408264
	Iteration 4Q: 3 clusters Score -75409.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -75430.085938 Penalty: 661.408264
	Iteration 5Q: 3 clusters Score -75430.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -75459.820312 Penalty: 661.408264
	Iteration 6Q: 3 clusters Score -75459.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -75485.140625 Penalty: 661.408264
	Iteration 7Q: 3 clusters Score -75485.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -75509.546875 Penalty: 661.408264
	Iteration 8Q: 3 clusters Score -75509.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -75530.453125 Penalty: 661.408264
	Iteration 9Q: 3 clusters Score -75530.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -75543.812500 Penalty: 661.408264
	Iteration 10Q: 3 clusters Score -75543.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -75552.734375 Penalty: 661.408264
	Iteration 11Q: 3 clusters Score -75552.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -75560.585938 Penalty: 661.408264
	Iteration 12Q: 3 clusters Score -75560.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -75568.343750 Penalty: 661.408264
	Iteration 13Q: 3 clusters Score -75568.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -75575.656250 Penalty: 661.408264
	Iteration 14Q: 3 clusters Score -75575.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -75582.234375 Penalty: 661.408264
	Iteration 15Q: 3 clusters Score -75582.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -75593.312500 Penalty: 661.408264
	Iteration 16Q: 3 clusters Score -75593.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -75606.234375 Penalty: 661.408264
	Iteration 17Q: 3 clusters Score -75606.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -75628.015625 Penalty: 661.408264
	Iteration 18Q: 3 clusters Score -75628.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -75649.281250 Penalty: 661.408264
	Iteration 19Q: 3 clusters Score -75649.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -75668.601562 Penalty: 661.408264
	Iteration 20F: 3 clusters Score -75668.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -75686.218750 Penalty: 661.408264
	Iteration 21Q: 3 clusters Score -75686.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -75702.156250 Penalty: 661.408264
	Iteration 22Q: 3 clusters Score -75702.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -75720.015625 Penalty: 661.408264
	Iteration 23Q: 3 clusters Score -75720.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -75728.914062 Penalty: 661.408264
	Iteration 24Q: 3 clusters Score -75728.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -75731.593750 Penalty: 661.408264
	Iteration 25Q: 3 clusters Score -75731.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -75732.375000 Penalty: 661.408264
	Iteration 26Q: 3 clusters Score -75732.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -75732.757812 Penalty: 661.408264
	Iteration 27Q: 3 clusters Score -75732.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -75734.164062 Penalty: 661.408264
	Iteration 28Q: 3 clusters Score -75734.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -75735.812500 Penalty: 661.408264
	Iteration 29Q: 3 clusters Score -75735.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -75736.445312 Penalty: 661.408264
	Iteration 30Q: 3 clusters Score -75736.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -75736.578125 Penalty: 661.408264
	Iteration 31Q: 3 clusters Score -75736.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -75736.710938 Penalty: 661.408264
	Iteration 32Q: 3 clusters Score -75736.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75737.242188 Penalty: 661.408264
	Iteration 33Q: 3 clusters Score -75737.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -75738.593750 Penalty: 661.408264
	Iteration 34Q: 3 clusters Score -75738.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -75743.656250 Penalty: 661.408264
	Iteration 35Q: 3 clusters Score -75743.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75745.195312 Penalty: 661.408264
	Iteration 36Q: 3 clusters Score -75745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -75745.687500 Penalty: 661.408264
	Iteration 37Q: 3 clusters Score -75745.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -75746.273438 Penalty: 661.408264
	Iteration 38Q: 3 clusters Score -75746.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -75746.273438 Penalty: 661.408264
	Iteration 39F: 3 clusters Score -75746.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -10645.955078 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -10645.96 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 109 members 
Entering Unmasked Estep 
Score: -10359.489258 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -10359.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10445.441406 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -10445.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10487.747070 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -10487.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10524.864258 Penalty: 483.948914
	Iteration 3Q: 3 clusters Score -10524.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10536.140625 Penalty: 483.948914
	Iteration 4Q: 3 clusters Score -10536.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10547.269531 Penalty: 483.948914
	Iteration 5Q: 3 clusters Score -10547.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10560.972656 Penalty: 483.948914
	Iteration 6Q: 3 clusters Score -10560.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10594.253906 Penalty: 483.948914
	Iteration 7Q: 3 clusters Score -10594.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10630.132812 Penalty: 483.948914
	Iteration 8Q: 3 clusters Score -10630.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10636.197266 Penalty: 483.948914
	Iteration 9Q: 3 clusters Score -10636.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10638.881836 Penalty: 483.948914
	Iteration 10Q: 3 clusters Score -10638.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10638.881836 Penalty: 483.948914
	Iteration 11F: 3 clusters Score -10638.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -39995.050781 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -39995.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39414.000000 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -39414 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -39784.566406 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -39784.57 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39852.082031 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -39852.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39885.527344 Penalty: 604.821533
	Iteration 3Q: 3 clusters Score -39885.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -39901.921875 Penalty: 604.821533
	Iteration 4Q: 3 clusters Score -39901.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -39908.328125 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -39908.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39918.019531 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -39918.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -39928.996094 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -39929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39943.808594 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -39943.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -39960.917969 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -39960.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -39980.808594 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -39980.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -39992.175781 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -39992.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -39998.640625 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -39998.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -40005.554688 Penalty: 604.821533
	Iteration 13Q: 3 clusters Score -40005.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40007.929688 Penalty: 604.821533
	Iteration 14Q: 3 clusters Score -40007.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40011.718750 Penalty: 604.821533
	Iteration 15Q: 3 clusters Score -40011.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -40021.019531 Penalty: 604.821533
	Iteration 16Q: 3 clusters Score -40021.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -40030.277344 Penalty: 604.821533
	Iteration 17Q: 3 clusters Score -40030.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -40035.925781 Penalty: 604.821533
	Iteration 18Q: 3 clusters Score -40035.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -40039.726562 Penalty: 604.821533
	Iteration 19Q: 3 clusters Score -40039.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -40041.894531 Penalty: 604.821533
	Iteration 20F: 3 clusters Score -40041.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 319 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 451 members 
Entering Unmasked Estep 
Score: -10142341.000000 Penalty: 29294.808594
Splitting cluster 34 changes total score from -10142542.000000 to -10142341.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -6139.567383 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -6139.567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5954.077148 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -5954.077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6007.035645 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -6007.036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6012.170898 Penalty: 426.912689
	Iteration 2Q: 3 clusters Score -6012.171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6012.170898 Penalty: 426.912689
	Iteration 3F: 3 clusters Score -6012.171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8091.927246 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8091.927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7849.308594 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -7849.309 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7943.002930 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -7943.003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7971.116699 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -7971.117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8008.152344 Penalty: 466.280701
	Iteration 3F: 3 clusters Score -8008.152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8059.957031 Penalty: 466.280701
	Iteration 4F: 3 clusters Score -8059.957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8075.154297 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -8075.154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8112.204102 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -8112.204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8113.427246 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -8113.427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8118.079102 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -8118.079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8119.497559 Penalty: 466.280701
	Iteration 9Q: 3 clusters Score -8119.498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8119.497559 Penalty: 466.280701
	Iteration 10F: 3 clusters Score -8119.498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 95 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 73 members 
Entering Unmasked Estep 
Score: -10142247.000000 Penalty: 29294.808594
Splitting cluster 36 changes total score from -10142542.000000 to -10142247.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -5086.154297 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -5086.154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4862.783691 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -4862.784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4933.939453 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -4933.939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4957.151367 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -4957.151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4992.157715 Penalty: 436.416962
	Iteration 3F: 3 clusters Score -4992.158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5014.388672 Penalty: 436.416962
	Iteration 4F: 3 clusters Score -5014.389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5020.837891 Penalty: 436.416962
	Iteration 5Q: 3 clusters Score -5020.838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5023.135742 Penalty: 436.416962
	Iteration 6Q: 3 clusters Score -5023.136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5023.135742 Penalty: 436.416962
	Iteration 7F: 3 clusters Score -5023.136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -14554.055664 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -14554.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14202.297852 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -14202.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14350.169922 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -14350.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14380.186523 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -14380.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14395.053711 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -14395.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14404.347656 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -14404.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14412.230469 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -14412.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14422.687500 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -14422.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14437.233398 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -14437.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14442.938477 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -14442.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14450.547852 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -14450.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14459.140625 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -14459.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14461.277344 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -14461.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14463.987305 Penalty: 509.118713
	Iteration 12Q: 3 clusters Score -14463.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14467.560547 Penalty: 509.118713
	Iteration 13Q: 3 clusters Score -14467.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14470.509766 Penalty: 509.118713
	Iteration 14Q: 3 clusters Score -14470.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14480.596680 Penalty: 509.118713
	Iteration 15Q: 3 clusters Score -14480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14482.024414 Penalty: 509.118713
	Iteration 16Q: 3 clusters Score -14482.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14482.024414 Penalty: 509.118713
	Iteration 17F: 3 clusters Score -14482.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -73180.148438 Penalty: 328.858643
	Iteration 0F: 2 clusters Score -73180.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -72140.796875 Penalty: 657.717285
	Iteration 0F: 3 clusters Score -72140.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -72447.609375 Penalty: 657.717285
	Iteration 1F: 3 clusters Score -72447.61 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -72494.375000 Penalty: 657.717285
	Iteration 2F: 3 clusters Score -72494.38 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -72521.937500 Penalty: 657.717285
	Iteration 3Q: 3 clusters Score -72521.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -72564.578125 Penalty: 657.717285
	Iteration 4Q: 3 clusters Score -72564.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -72618.429688 Penalty: 657.717285
	Iteration 5Q: 3 clusters Score -72618.43 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -72671.570312 Penalty: 657.717285
	Iteration 6Q: 3 clusters Score -72671.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -72705.500000 Penalty: 657.717285
	Iteration 7Q: 3 clusters Score -72705.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -72729.000000 Penalty: 657.717285
	Iteration 8Q: 3 clusters Score -72729 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -72752.765625 Penalty: 657.717285
	Iteration 9Q: 3 clusters Score -72752.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -72770.164062 Penalty: 657.717285
	Iteration 10Q: 3 clusters Score -72770.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -72782.812500 Penalty: 657.717285
	Iteration 11Q: 3 clusters Score -72782.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -72790.679688 Penalty: 657.717285
	Iteration 12Q: 3 clusters Score -72790.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -72797.039062 Penalty: 657.717285
	Iteration 13Q: 3 clusters Score -72797.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -72806.414062 Penalty: 657.717285
	Iteration 14Q: 3 clusters Score -72806.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -72816.343750 Penalty: 657.717285
	Iteration 15Q: 3 clusters Score -72816.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -72825.453125 Penalty: 657.717285
	Iteration 16Q: 3 clusters Score -72825.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -72830.812500 Penalty: 657.717285
	Iteration 17Q: 3 clusters Score -72830.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -72835.773438 Penalty: 657.717285
	Iteration 18Q: 3 clusters Score -72835.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -72839.515625 Penalty: 657.717285
	Iteration 19Q: 3 clusters Score -72839.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -72840.406250 Penalty: 657.717285
	Iteration 20F: 3 clusters Score -72840.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -72842.187500 Penalty: 657.717285
	Iteration 21Q: 3 clusters Score -72842.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -72842.843750 Penalty: 657.717285
	Iteration 22Q: 3 clusters Score -72842.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -72843.179688 Penalty: 657.717285
	Iteration 23Q: 3 clusters Score -72843.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -72843.242188 Penalty: 657.717285
	Iteration 24Q: 3 clusters Score -72843.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -72843.312500 Penalty: 657.717285
	Iteration 25Q: 3 clusters Score -72843.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -72843.562500 Penalty: 657.717285
	Iteration 26Q: 3 clusters Score -72843.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -72844.132812 Penalty: 657.717285
	Iteration 27Q: 3 clusters Score -72844.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -72844.906250 Penalty: 657.717285
	Iteration 28Q: 3 clusters Score -72844.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -72847.367188 Penalty: 657.717285
	Iteration 29Q: 3 clusters Score -72847.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -72848.781250 Penalty: 657.717285
	Iteration 30Q: 3 clusters Score -72848.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -72849.703125 Penalty: 657.717285
	Iteration 31Q: 3 clusters Score -72849.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -72850.609375 Penalty: 657.717285
	Iteration 32Q: 3 clusters Score -72850.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -72852.828125 Penalty: 657.717285
	Iteration 33Q: 3 clusters Score -72852.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -72855.437500 Penalty: 657.717285
	Iteration 34Q: 3 clusters Score -72855.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -72857.992188 Penalty: 657.717285
	Iteration 35Q: 3 clusters Score -72857.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -72861.343750 Penalty: 657.717285
	Iteration 36Q: 3 clusters Score -72861.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -72863.890625 Penalty: 657.717285
	Iteration 37Q: 3 clusters Score -72863.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -72866.601562 Penalty: 657.717285
	Iteration 38Q: 3 clusters Score -72866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -72866.929688 Penalty: 657.717285
	Iteration 39Q: 3 clusters Score -72866.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -72866.929688 Penalty: 657.717285
	Iteration 40F: 3 clusters Score -72866.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -26357.789062 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -26357.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25870.464844 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -25870.46 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26055.638672 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -26055.64 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26158.509766 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -26158.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26230.714844 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -26230.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26279.007812 Penalty: 563.318665
	Iteration 4F: 3 clusters Score -26279.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26312.263672 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -26312.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -26344.558594 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -26344.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26369.970703 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -26369.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26381.886719 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -26381.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26393.601562 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -26393.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26397.750000 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -26397.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26398.257812 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -26398.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26399.837891 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -26399.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26400.451172 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -26400.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -26401.820312 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -26401.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -26403.574219 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -26403.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -26410.941406 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -26410.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26416.802734 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -26416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -26420.699219 Penalty: 563.318665
	Iteration 18Q: 3 clusters Score -26420.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -26420.699219 Penalty: 563.318665
	Iteration 19F: 3 clusters Score -26420.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 146 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 342 members 
Entering Unmasked Estep 
Score: -10142329.000000 Penalty: 29294.808594
Splitting cluster 40 changes total score from -10142542.000000 to -10142329.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -8544.664062 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -8544.664 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 68 members 
Entering Unmasked Estep 
Score: -8291.638672 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -8291.639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8339.180664 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -8339.181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8350.861328 Penalty: 462.407776
	Iteration 2Q: 3 clusters Score -8350.861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8375.241211 Penalty: 462.407776
	Iteration 3F: 3 clusters Score -8375.241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8383.360352 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -8383.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8400.833984 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -8400.834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8423.424805 Penalty: 462.407776
	Iteration 6Q: 3 clusters Score -8423.425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8444.447266 Penalty: 462.407776
	Iteration 7Q: 3 clusters Score -8444.447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8453.883789 Penalty: 462.407776
	Iteration 8Q: 3 clusters Score -8453.884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8491.750000 Penalty: 462.407776
	Iteration 9Q: 3 clusters Score -8491.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8563.863281 Penalty: 462.407776
	Iteration 10Q: 3 clusters Score -8563.863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8637.495117 Penalty: 462.407776
	Iteration 11Q: 3 clusters Score -8637.495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8643.898438 Penalty: 462.407776
	Iteration 12Q: 3 clusters Score -8643.898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8644.105469 Penalty: 462.407776
	Iteration 13F: 3 clusters Score -8644.105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8648.566406 Penalty: 462.407776
	Iteration 14Q: 3 clusters Score -8648.566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8648.566406 Penalty: 462.407776
	Iteration 15F: 3 clusters Score -8648.566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 86 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 75 members 
Entering Unmasked Estep 
Score: -10142323.000000 Penalty: 29294.808594
Splitting cluster 41 changes total score from -10142542.000000 to -10142323.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -12046.530273 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -12046.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11770.268555 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -11770.27 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11860.734375 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -11860.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11874.839844 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -11874.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11887.206055 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -11887.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11895.158203 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -11895.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11910.946289 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -11910.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11937.087891 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -11937.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11956.558594 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -11956.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11966.728516 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -11966.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11974.749023 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -11974.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11977.030273 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -11977.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11977.605469 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -11977.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11977.605469 Penalty: 496.822296
	Iteration 12F: 3 clusters Score -11977.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -15700.990234 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -15700.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15339.890625 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -15339.89 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15424.565430 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -15424.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15475.741211 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -15475.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15513.472656 Penalty: 511.126190
	Iteration 3F: 3 clusters Score -15513.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15524.596680 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -15524.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15537.462891 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -15537.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15544.058594 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -15544.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15547.215820 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -15547.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15560.973633 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -15560.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15572.173828 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -15572.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15575.206055 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -15575.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15577.460938 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -15577.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15587.682617 Penalty: 511.126190
	Iteration 12Q: 3 clusters Score -15587.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15592.068359 Penalty: 511.126190
	Iteration 13Q: 3 clusters Score -15592.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15593.745117 Penalty: 511.126190
	Iteration 14Q: 3 clusters Score -15593.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15594.981445 Penalty: 511.126190
	Iteration 15Q: 3 clusters Score -15594.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15596.090820 Penalty: 511.126190
	Iteration 16Q: 3 clusters Score -15596.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15598.440430 Penalty: 511.126190
	Iteration 17Q: 3 clusters Score -15598.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15601.139648 Penalty: 511.126190
	Iteration 18Q: 3 clusters Score -15601.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15602.991211 Penalty: 511.126190
	Iteration 19Q: 3 clusters Score -15602.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15607.895508 Penalty: 511.126190
	Iteration 20F: 3 clusters Score -15607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15608.801758 Penalty: 511.126190
	Iteration 21Q: 3 clusters Score -15608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15608.801758 Penalty: 511.126190
	Iteration 22F: 3 clusters Score -15608.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (101714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101714 members 
Entering Unmasked Estep 
Score: -5857569.000000 Penalty: 524.611389
	Iteration 0F: 2 clusters Score -5857569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 60033 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5846314 nChanged 1220
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Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5846523 nChanged 1174
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Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5846799 nChanged 1247
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Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5847012 nChanged 1299
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Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5847288 nChanged 1390
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Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5847663 nChanged 1547
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Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5848070 nChanged 1707
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Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 69967 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5848500 nChanged 1887
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Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 71718 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5849058 nChanged 2069
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Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5849851 nChanged 2192
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Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 75715 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5850680 nChanged 2294
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Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5851642 nChanged 2413
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5852849 nChanged 2315
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 81953 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5853956 nChanged 2021
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 83650 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5854849 nChanged 1761
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Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5855420 nChanged 1420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5855817 nChanged 1118
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Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5855988 nChanged 951
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Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5856142 nChanged 834
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Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 88576 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5856212 nChanged 709
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Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 89263 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5856250 nChanged 670
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Mstep: Class 1 contains 11795 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5856269 nChanged 636
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Mstep: Class 1 contains 11169 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5856326 nChanged 573
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Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 91112 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 91665 members 
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	Iteration 35Q: 3 clusters Score -5856388 nChanged 508
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Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 92173 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9088 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5856446 nChanged 437
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Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5856508 nChanged 361
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Mstep: Class 1 contains 7885 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5856512 nChanged 327
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Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5856512 nChanged 329
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Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 94797 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5856554 nChanged 325
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Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 95122 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5856586 nChanged 324
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Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 95446 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5856638 nChanged 302
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Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5856706 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 96029 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5856741 nChanged 254
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Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5856767 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 96538 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5856850 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 96786 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5856874 nChanged 225
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Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 97011 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5856922 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 97225 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5856917 nChanged 199
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Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5856948 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4096 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5856954 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 97796 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5856950 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 97977 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5857001 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 98133 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5857025 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 98270 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5857056 nChanged 137
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Mstep: Class 1 contains 3307 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5857052 nChanged 126
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Mstep: Class 1 contains 3181 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5857086 nChanged 121
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Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 98654 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5857096 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2932 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5857136 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 98903 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5857162 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2707 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5857184 nChanged 85
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Mstep: Class 1 contains 2622 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5857212 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 99177 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5857236 nChanged 70
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Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 99247 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5857244 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2392 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5857244 nChanged 58
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5857263 nChanged 68
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5857266 nChanged 72
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Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 99518 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5857272 nChanged 79
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Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 99597 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5857288 nChanged 85
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Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 99680 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5857292 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 99754 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5857320 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5857322 nChanged 57
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Mstep: Class 1 contains 1837 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5857330 nChanged 57
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5857340 nChanged 44
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	Iteration 78Q: 3 clusters Score -5857360 nChanged 50
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	Iteration 79Q: 3 clusters Score -5857358 nChanged 44
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Mstep: Class 1 contains 1644 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5857376 nChanged 45
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Mstep: Class 1 contains 1599 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5857396 nChanged 48
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Mstep: Class 2 contains 100161 members 
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	Iteration 82Q: 3 clusters Score -5857388 nChanged 51
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Mstep: Class 1 contains 1504 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5857392 nChanged 47
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Mstep: Class 1 contains 1457 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5857404 nChanged 31
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5857417 nChanged 27
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	Iteration 86Q: 3 clusters Score -5857411 nChanged 25
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5857416 nChanged 28
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	Iteration 88Q: 3 clusters Score -5857420 nChanged 22
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	Iteration 89Q: 3 clusters Score -5857418 nChanged 22
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	Iteration 90Q: 3 clusters Score -5857424 nChanged 20
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	Iteration 91Q: 3 clusters Score -5857433 nChanged 18
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Entering Unmasked Estep 
Score: -5857438.500000 Penalty: 1049.222778
	Iteration 92Q: 3 clusters Score -5857438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -5857441.500000 Penalty: 1049.222778
	Iteration 93Q: 3 clusters Score -5857442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 100474 members 
Entering Unmasked Estep 
Score: -5857436.000000 Penalty: 1049.222778
	Iteration 94Q: 3 clusters Score -5857436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -5857441.500000 Penalty: 1049.222778
	Iteration 95Q: 3 clusters Score -5857442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -5857429.000000 Penalty: 1049.222778
	Iteration 96Q: 3 clusters Score -5857429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 100500 members 
Entering Unmasked Estep 
Score: -5857427.000000 Penalty: 1049.222778
	Iteration 97Q: 3 clusters Score -5857427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 100506 members 
Entering Unmasked Estep 
Score: -5857427.000000 Penalty: 1049.222778
	Iteration 98Q: 3 clusters Score -5857427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 100509 members 
Entering Unmasked Estep 
Score: -5857430.000000 Penalty: 1049.222778
	Iteration 99Q: 3 clusters Score -5857430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 100514 members 
Entering Unmasked Estep 
Score: -5857431.500000 Penalty: 1049.222778
	Iteration 100F: 3 clusters Score -5857432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 100522 members 
Entering Unmasked Estep 
Score: -5857431.500000 Penalty: 1049.222778
	Iteration 101Q: 3 clusters Score -5857432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 100532 members 
Entering Unmasked Estep 
Score: -5857448.500000 Penalty: 1049.222778
	Iteration 102Q: 3 clusters Score -5857448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -5857448.500000 Penalty: 1049.222778
	Iteration 103Q: 3 clusters Score -5857448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -5857454.500000 Penalty: 1049.222778
	Iteration 104Q: 3 clusters Score -5857454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 100551 members 
Entering Unmasked Estep 
Score: -5857459.000000 Penalty: 1049.222778
	Iteration 105Q: 3 clusters Score -5857459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -5857467.000000 Penalty: 1049.222778
	Iteration 106Q: 3 clusters Score -5857467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -5857463.000000 Penalty: 1049.222778
	Iteration 107Q: 3 clusters Score -5857463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 100577 members 
Entering Unmasked Estep 
Score: -5857472.000000 Penalty: 1049.222778
	Iteration 108Q: 3 clusters Score -5857472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 100585 members 
Entering Unmasked Estep 
Score: -5857471.500000 Penalty: 1049.222778
	Iteration 109Q: 3 clusters Score -5857472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 100597 members 
Entering Unmasked Estep 
Score: -5857477.500000 Penalty: 1049.222778
	Iteration 110Q: 3 clusters Score -5857478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 100611 members 
Entering Unmasked Estep 
Score: -5857479.500000 Penalty: 1049.222778
	Iteration 111Q: 3 clusters Score -5857480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 100620 members 
Entering Unmasked Estep 
Score: -5857477.500000 Penalty: 1049.222778
	Iteration 112Q: 3 clusters Score -5857478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 100624 members 
Entering Unmasked Estep 
Score: -5857476.500000 Penalty: 1049.222778
	Iteration 113Q: 3 clusters Score -5857476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -5857475.500000 Penalty: 1049.222778
	Iteration 114Q: 3 clusters Score -5857476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -5857487.000000 Penalty: 1049.222778
	Iteration 115Q: 3 clusters Score -5857487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -5857484.500000 Penalty: 1049.222778
	Iteration 116Q: 3 clusters Score -5857484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 100647 members 
Entering Unmasked Estep 
Score: -5857484.500000 Penalty: 1049.222778
	Iteration 117Q: 3 clusters Score -5857484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 100657 members 
Entering Unmasked Estep 
Score: -5857498.500000 Penalty: 1049.222778
	Iteration 118Q: 3 clusters Score -5857498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -5857498.000000 Penalty: 1049.222778
	Iteration 119Q: 3 clusters Score -5857498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 100675 members 
Entering Unmasked Estep 
Score: -5857505.500000 Penalty: 1049.222778
	Iteration 120F: 3 clusters Score -5857506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 100680 members 
Entering Unmasked Estep 
Score: -5857501.500000 Penalty: 1049.222778
	Iteration 121Q: 3 clusters Score -5857502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -5857511.500000 Penalty: 1049.222778
	Iteration 122Q: 3 clusters Score -5857512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -5857508.000000 Penalty: 1049.222778
	Iteration 123Q: 3 clusters Score -5857508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 100696 members 
Entering Unmasked Estep 
Score: -5857505.500000 Penalty: 1049.222778
	Iteration 124Q: 3 clusters Score -5857506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 100702 members 
Entering Unmasked Estep 
Score: -5857504.000000 Penalty: 1049.222778
	Iteration 125Q: 3 clusters Score -5857504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -5857507.000000 Penalty: 1049.222778
	Iteration 126Q: 3 clusters Score -5857507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -5857505.000000 Penalty: 1049.222778
	Iteration 127Q: 3 clusters Score -5857505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 100717 members 
Entering Unmasked Estep 
Score: -5857505.000000 Penalty: 1049.222778
	Iteration 128Q: 3 clusters Score -5857505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
Score: -5857506.000000 Penalty: 1049.222778
	Iteration 129Q: 3 clusters Score -5857506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -5857504.000000 Penalty: 1049.222778
	Iteration 130Q: 3 clusters Score -5857504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 100729 members 
Entering Unmasked Estep 
Score: -5857505.000000 Penalty: 1049.222778
	Iteration 131Q: 3 clusters Score -5857505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -5857507.500000 Penalty: 1049.222778
	Iteration 132Q: 3 clusters Score -5857508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 100735 members 
Entering Unmasked Estep 
Score: -5857511.000000 Penalty: 1049.222778
	Iteration 133Q: 3 clusters Score -5857511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -5857507.000000 Penalty: 1049.222778
	Iteration 134Q: 3 clusters Score -5857507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 100745 members 
Entering Unmasked Estep 
Score: -5857514.000000 Penalty: 1049.222778
	Iteration 135Q: 3 clusters Score -5857514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -5857510.500000 Penalty: 1049.222778
	Iteration 136Q: 3 clusters Score -5857510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 100747 members 
Entering Unmasked Estep 
Score: -5857513.500000 Penalty: 1049.222778
	Iteration 137Q: 3 clusters Score -5857514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -5857512.000000 Penalty: 1049.222778
	Iteration 138Q: 3 clusters Score -5857512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -5857512.000000 Penalty: 1049.222778
	Iteration 139F: 3 clusters Score -5857512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9207.963867 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9207.964 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 96 members 
Entering Unmasked Estep 
Score: -8918.603516 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -8918.604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9020.469727 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9020.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9041.583984 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9041.584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9049.404297 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -9049.404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9059.252930 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9059.253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9062.627930 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9062.628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9064.436523 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9064.437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9067.292969 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -9067.293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9067.292969 Penalty: 484.836731
	Iteration 8F: 3 clusters Score -9067.293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -41814.222656 Penalty: 305.605072
	Iteration 0F: 2 clusters Score -41814.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -41182.976562 Penalty: 611.210144
	Iteration 0F: 3 clusters Score -41182.98 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -41646.488281 Penalty: 611.210144
	Iteration 1F: 3 clusters Score -41646.49 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -41736.753906 Penalty: 611.210144
	Iteration 2F: 3 clusters Score -41736.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -41770.234375 Penalty: 611.210144
	Iteration 3Q: 3 clusters Score -41770.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -41804.109375 Penalty: 611.210144
	Iteration 4Q: 3 clusters Score -41804.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -41844.957031 Penalty: 611.210144
	Iteration 5Q: 3 clusters Score -41844.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -41881.054688 Penalty: 611.210144
	Iteration 6Q: 3 clusters Score -41881.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -41899.632812 Penalty: 611.210144
	Iteration 7Q: 3 clusters Score -41899.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -41910.406250 Penalty: 611.210144
	Iteration 8Q: 3 clusters Score -41910.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -41916.371094 Penalty: 611.210144
	Iteration 9Q: 3 clusters Score -41916.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -41922.496094 Penalty: 611.210144
	Iteration 10Q: 3 clusters Score -41922.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -41933.625000 Penalty: 611.210144
	Iteration 11Q: 3 clusters Score -41933.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -41940.867188 Penalty: 611.210144
	Iteration 12Q: 3 clusters Score -41940.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -41940.867188 Penalty: 611.210144
	Iteration 13F: 3 clusters Score -41940.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 87 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 739 members 
Entering Unmasked Estep 
Score: -10142420.000000 Penalty: 29294.808594
Splitting cluster 46 changes total score from -10142542.000000 to -10142420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -43444.132812 Penalty: 305.549957
	Iteration 0F: 2 clusters Score -43444.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -42758.835938 Penalty: 611.099915
	Iteration 0F: 3 clusters Score -42758.84 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -42965.121094 Penalty: 611.099915
	Iteration 1F: 3 clusters Score -42965.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -43002.367188 Penalty: 611.099915
	Iteration 2F: 3 clusters Score -43002.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43026.496094 Penalty: 611.099915
	Iteration 3Q: 3 clusters Score -43026.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43041.878906 Penalty: 611.099915
	Iteration 4Q: 3 clusters Score -43041.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -43055.593750 Penalty: 611.099915
	Iteration 5Q: 3 clusters Score -43055.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43072.394531 Penalty: 611.099915
	Iteration 6Q: 3 clusters Score -43072.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43088.910156 Penalty: 611.099915
	Iteration 7Q: 3 clusters Score -43088.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43103.394531 Penalty: 611.099915
	Iteration 8Q: 3 clusters Score -43103.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43116.464844 Penalty: 611.099915
	Iteration 9Q: 3 clusters Score -43116.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43132.667969 Penalty: 611.099915
	Iteration 10Q: 3 clusters Score -43132.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43153.601562 Penalty: 611.099915
	Iteration 11Q: 3 clusters Score -43153.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43168.148438 Penalty: 611.099915
	Iteration 12Q: 3 clusters Score -43168.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43178.796875 Penalty: 611.099915
	Iteration 13Q: 3 clusters Score -43178.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43187.968750 Penalty: 611.099915
	Iteration 14Q: 3 clusters Score -43187.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43191.945312 Penalty: 611.099915
	Iteration 15Q: 3 clusters Score -43191.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43192.277344 Penalty: 611.099915
	Iteration 16Q: 3 clusters Score -43192.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43193.281250 Penalty: 611.099915
	Iteration 17Q: 3 clusters Score -43193.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43193.968750 Penalty: 611.099915
	Iteration 18Q: 3 clusters Score -43193.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43194.316406 Penalty: 611.099915
	Iteration 19Q: 3 clusters Score -43194.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43195.191406 Penalty: 611.099915
	Iteration 20F: 3 clusters Score -43195.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43196.035156 Penalty: 611.099915
	Iteration 21Q: 3 clusters Score -43196.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43196.875000 Penalty: 611.099915
	Iteration 22Q: 3 clusters Score -43196.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43197.257812 Penalty: 611.099915
	Iteration 23Q: 3 clusters Score -43197.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43198.816406 Penalty: 611.099915
	Iteration 24Q: 3 clusters Score -43198.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43199.394531 Penalty: 611.099915
	Iteration 25Q: 3 clusters Score -43199.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43199.394531 Penalty: 611.099915
	Iteration 26F: 3 clusters Score -43199.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -17239.583984 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -17239.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16885.662109 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -16885.66 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17049.667969 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -17049.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17096.699219 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -17096.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17122.279297 Penalty: 525.766357
	Iteration 3F: 3 clusters Score -17122.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17135.701172 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -17135.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17145.603516 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -17145.6 nChanged 6
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: -17163.396484 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -17163.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17200.279297 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -17200.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17208.597656 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -17208.6 nChanged 2
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: -17212.775391 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -17212.78 nChanged 4
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: -17218.113281 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -17218.11 nChanged 0
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: -17218.113281 Penalty: 525.766357
	Iteration 11F: 3 clusters Score -17218.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -13899.560547 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -13899.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13579.444336 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -13579.44 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13670.063477 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -13670.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13705.540039 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -13705.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13721.893555 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -13721.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13730.033203 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -13730.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13735.627930 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -13735.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13735.627930 Penalty: 500.985168
	Iteration 6F: 3 clusters Score -13735.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Entering Unmasked Estep 
Score: -263514.875000 Penalty: 387.523193
	Iteration 0F: 2 clusters Score -263514.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -260130.546875 Penalty: 775.046387
	Iteration 0F: 3 clusters Score -260130.5 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -261494.359375 Penalty: 775.046387
	Iteration 1F: 3 clusters Score -261494.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -261686.406250 Penalty: 775.046387
	Iteration 2F: 3 clusters Score -261686.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -261863.156250 Penalty: 775.046387
	Iteration 3F: 3 clusters Score -261863.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -262077.031250 Penalty: 775.046387
	Iteration 4F: 3 clusters Score -262077 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -262331.375000 Penalty: 775.046387
	Iteration 5F: 3 clusters Score -262331.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -262622.843750 Penalty: 775.046387
	Iteration 6F: 3 clusters Score -262622.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -262820.906250 Penalty: 775.046387
	Iteration 7F: 3 clusters Score -262820.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -262917.125000 Penalty: 775.046387
	Iteration 8Q: 3 clusters Score -262917.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -262957.750000 Penalty: 775.046387
	Iteration 9Q: 3 clusters Score -262957.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -262985.281250 Penalty: 775.046387
	Iteration 10Q: 3 clusters Score -262985.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -262999.375000 Penalty: 775.046387
	Iteration 11Q: 3 clusters Score -262999.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -263013.562500 Penalty: 775.046387
	Iteration 12Q: 3 clusters Score -263013.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -263019.531250 Penalty: 775.046387
	Iteration 13Q: 3 clusters Score -263019.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -263026.562500 Penalty: 775.046387
	Iteration 14Q: 3 clusters Score -263026.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -263031.000000 Penalty: 775.046387
	Iteration 15Q: 3 clusters Score -263031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -263034.500000 Penalty: 775.046387
	Iteration 16Q: 3 clusters Score -263034.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -263037.312500 Penalty: 775.046387
	Iteration 17Q: 3 clusters Score -263037.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -263040.625000 Penalty: 775.046387
	Iteration 18Q: 3 clusters Score -263040.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -263043.437500 Penalty: 775.046387
	Iteration 19Q: 3 clusters Score -263043.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -263044.906250 Penalty: 775.046387
	Iteration 20F: 3 clusters Score -263044.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -263046.625000 Penalty: 775.046387
	Iteration 21Q: 3 clusters Score -263046.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -263046.343750 Penalty: 775.046387
	Iteration 22Q: 3 clusters Score -263046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -263046.937500 Penalty: 775.046387
	Iteration 23Q: 3 clusters Score -263046.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -263047.625000 Penalty: 775.046387
	Iteration 24Q: 3 clusters Score -263047.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -263047.781250 Penalty: 775.046387
	Iteration 25Q: 3 clusters Score -263047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -263047.843750 Penalty: 775.046387
	Iteration 26Q: 3 clusters Score -263047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -263048.062500 Penalty: 775.046387
	Iteration 27Q: 3 clusters Score -263048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -263048.687500 Penalty: 775.046387
	Iteration 28Q: 3 clusters Score -263048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -263048.250000 Penalty: 775.046387
	Iteration 29Q: 3 clusters Score -263048.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -263048.406250 Penalty: 775.046387
	Iteration 30Q: 3 clusters Score -263048.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -263049.062500 Penalty: 775.046387
	Iteration 31Q: 3 clusters Score -263049.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -263049.562500 Penalty: 775.046387
	Iteration 32Q: 3 clusters Score -263049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -263049.437500 Penalty: 775.046387
	Iteration 33Q: 3 clusters Score -263049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -263049.312500 Penalty: 775.046387
	Iteration 34Q: 3 clusters Score -263049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -263049.343750 Penalty: 775.046387
	Iteration 35Q: 3 clusters Score -263049.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -263049.343750 Penalty: 775.046387
	Iteration 36F: 3 clusters Score -263049.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -5495.285645 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -5495.286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5312.229980 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -5312.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5387.995605 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -5387.996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5424.655273 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -5424.655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5430.332031 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -5430.332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5436.860840 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -5436.861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5436.860840 Penalty: 431.788818
	Iteration 5F: 3 clusters Score -5436.861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -14737.677734 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -14737.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14383.333984 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -14383.33 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14558.962891 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -14558.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14607.872070 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -14607.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14645.125000 Penalty: 521.143127
	Iteration 3F: 3 clusters Score -14645.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14678.241211 Penalty: 521.143127
	Iteration 4F: 3 clusters Score -14678.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14705.168945 Penalty: 521.143127
	Iteration 5Q: 3 clusters Score -14705.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14735.847656 Penalty: 521.143127
	Iteration 6Q: 3 clusters Score -14735.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14754.443359 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -14754.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14767.244141 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -14767.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14772.186523 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -14772.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14772.186523 Penalty: 521.143127
	Iteration 10F: 3 clusters Score -14772.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 173 members 
Mstep: Class 53 contains 134 members 
Entering Unmasked Estep 
Score: -10142280.000000 Penalty: 29294.808594
Splitting cluster 52 changes total score from -10142542.000000 to -10142280.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142542.000000 Penalty: 28742.078125
Iteration 239F: 53 clusters Score -1.014254e+07 nChanged 0
Entering ConstructFrom: 
Score: -10142542.000000 Penalty: 28742.078125
Entering ConstructFrom: 
Trying to split cluster 1 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -20612.572266 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -20612.57 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 219 members 
Entering Unmasked Estep 
Score: -20199.068359 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -20199.07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20566.265625 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -20566.27 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20774.646484 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -20774.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20833.082031 Penalty: 552.437134
	Iteration 3Q: 3 clusters Score -20833.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20879.849609 Penalty: 552.437134
	Iteration 4Q: 3 clusters Score -20879.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20924.103516 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -20924.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20963.484375 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -20963.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20984.072266 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -20984.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21018.175781 Penalty: 552.437134
	Iteration 8Q: 3 clusters Score -21018.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21033.359375 Penalty: 552.437134
	Iteration 9Q: 3 clusters Score -21033.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21039.628906 Penalty: 552.437134
	Iteration 10Q: 3 clusters Score -21039.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21041.474609 Penalty: 552.437134
	Iteration 11Q: 3 clusters Score -21041.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21042.515625 Penalty: 552.437134
	Iteration 12Q: 3 clusters Score -21042.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21049.197266 Penalty: 552.437134
	Iteration 13Q: 3 clusters Score -21049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21062.337891 Penalty: 552.437134
	Iteration 14Q: 3 clusters Score -21062.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21067.771484 Penalty: 552.437134
	Iteration 15Q: 3 clusters Score -21067.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21067.962891 Penalty: 552.437134
	Iteration 16Q: 3 clusters Score -21067.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21068.986328 Penalty: 552.437134
	Iteration 17Q: 3 clusters Score -21068.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21068.986328 Penalty: 552.437134
	Iteration 18F: 3 clusters Score -21068.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 218 members 
Entering Unmasked Estep 
Score: -10142715.000000 Penalty: 29294.808594
Splitting cluster 1 changes total score from -10142542.000000 to -10142715.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 2 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -21238.486328 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -21238.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20819.652344 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -20819.65 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20963.410156 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -20963.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21004.330078 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -21004.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21034.789062 Penalty: 564.246338
	Iteration 3Q: 3 clusters Score -21034.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21056.021484 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -21056.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21067.804688 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -21067.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21082.589844 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -21082.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21102.853516 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -21102.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21129.871094 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -21129.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -21155.916016 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -21155.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21177.490234 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -21177.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -21226.246094 Penalty: 564.246338
	Iteration 11Q: 3 clusters Score -21226.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21276.246094 Penalty: 564.246338
	Iteration 12Q: 3 clusters Score -21276.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21301.230469 Penalty: 564.246338
	Iteration 13Q: 3 clusters Score -21301.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -21315.074219 Penalty: 564.246338
	Iteration 14Q: 3 clusters Score -21315.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21335.380859 Penalty: 564.246338
	Iteration 15Q: 3 clusters Score -21335.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21342.021484 Penalty: 564.246338
	Iteration 16Q: 3 clusters Score -21342.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21342.388672 Penalty: 564.246338
	Iteration 17Q: 3 clusters Score -21342.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21342.388672 Penalty: 564.246338
	Iteration 18F: 3 clusters Score -21342.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 218 members 
Mstep: Class 54 contains 303 members 
Entering Unmasked Estep 
Score: -10142558.000000 Penalty: 29847.541016
Splitting cluster 2 changes total score from -10142542.000000 to -10142558.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 3 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9504.167969 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9504.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9224.815430 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9224.815 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9284.517578 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9284.518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9296.336914 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9296.337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9306.027344 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9306.027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9307.874023 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -9307.874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9315.192383 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -9315.192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9325.027344 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -9325.027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9327.018555 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -9327.019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9334.674805 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -9334.675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9353.950195 Penalty: 471.542328
	Iteration 9Q: 3 clusters Score -9353.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9430.956055 Penalty: 471.542328
	Iteration 10Q: 3 clusters Score -9430.956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9443.795898 Penalty: 471.542328
	Iteration 11Q: 3 clusters Score -9443.796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9472.570312 Penalty: 471.542328
	Iteration 12F: 3 clusters Score -9472.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9487.273438 Penalty: 471.542328
	Iteration 13Q: 3 clusters Score -9487.273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9492.821289 Penalty: 471.542328
	Iteration 14Q: 3 clusters Score -9492.821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9500.872070 Penalty: 471.542328
	Iteration 15Q: 3 clusters Score -9500.872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9513.734375 Penalty: 471.542328
	Iteration 16Q: 3 clusters Score -9513.734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9517.296875 Penalty: 471.542328
	Iteration 17Q: 3 clusters Score -9517.297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9524.313477 Penalty: 471.542328
	Iteration 18Q: 3 clusters Score -9524.313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9539.727539 Penalty: 471.542328
	Iteration 19Q: 3 clusters Score -9539.728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9550.360352 Penalty: 471.542328
	Iteration 20F: 3 clusters Score -9550.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9564.940430 Penalty: 471.542328
	Iteration 21Q: 3 clusters Score -9564.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9585.798828 Penalty: 471.542328
	Iteration 22Q: 3 clusters Score -9585.799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9603.514648 Penalty: 471.542328
	Iteration 23Q: 3 clusters Score -9603.515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9624.358398 Penalty: 471.542328
	Iteration 24Q: 3 clusters Score -9624.358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9624.358398 Penalty: 471.542328
	Iteration 25F: 3 clusters Score -9624.358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 218 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 43 members 
Entering Unmasked Estep 
Score: -10142351.000000 Penalty: 30400.273438
Splitting cluster 3 changes total score from -10142542.000000 to -10142351.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (37529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Entering Unmasked Estep 
Score: -2010577.500000 Penalty: 479.245544
	Iteration 0F: 2 clusters Score -2010578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1985411.000000 Penalty: 958.491089
	Iteration 0F: 3 clusters Score -1985411 nChanged 18130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -1996668.750000 Penalty: 958.491089
	Iteration 1F: 3 clusters Score -1996669 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -1997844.875000 Penalty: 958.491089
	Iteration 2F: 3 clusters Score -1997845 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -1999703.250000 Penalty: 958.491089
	Iteration 3F: 3 clusters Score -1999703 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -2002353.625000 Penalty: 958.491089
	Iteration 4F: 3 clusters Score -2002354 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -2005469.375000 Penalty: 958.491089
	Iteration 5F: 3 clusters Score -2005469 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -2008003.000000 Penalty: 958.491089
	Iteration 6F: 3 clusters Score -2008003 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -2009375.250000 Penalty: 958.491089
	Iteration 7Q: 3 clusters Score -2009375 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -2009868.375000 Penalty: 958.491089
	Iteration 8Q: 3 clusters Score -2009868 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -2010027.000000 Penalty: 958.491089
	Iteration 9Q: 3 clusters Score -2010027 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -2010095.125000 Penalty: 958.491089
	Iteration 10Q: 3 clusters Score -2010095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -2010122.750000 Penalty: 958.491089
	Iteration 11Q: 3 clusters Score -2010123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -2010147.000000 Penalty: 958.491089
	Iteration 12Q: 3 clusters Score -2010147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -2010168.125000 Penalty: 958.491089
	Iteration 13Q: 3 clusters Score -2010168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -2010180.875000 Penalty: 958.491089
	Iteration 14Q: 3 clusters Score -2010181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -2010186.875000 Penalty: 958.491089
	Iteration 15Q: 3 clusters Score -2010187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -2010194.750000 Penalty: 958.491089
	Iteration 16Q: 3 clusters Score -2010195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -2010195.875000 Penalty: 958.491089
	Iteration 17Q: 3 clusters Score -2010196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -2010198.500000 Penalty: 958.491089
	Iteration 18Q: 3 clusters Score -2010198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -2010199.875000 Penalty: 958.491089
	Iteration 19Q: 3 clusters Score -2010200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -2010201.500000 Penalty: 958.491089
	Iteration 20F: 3 clusters Score -2010202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -2010203.750000 Penalty: 958.491089
	Iteration 21Q: 3 clusters Score -2010204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -2010204.375000 Penalty: 958.491089
	Iteration 22Q: 3 clusters Score -2010204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -2010204.500000 Penalty: 958.491089
	Iteration 23Q: 3 clusters Score -2010204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -2010206.500000 Penalty: 958.491089
	Iteration 24Q: 3 clusters Score -2010206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -2010206.000000 Penalty: 958.491089
	Iteration 25Q: 3 clusters Score -2010206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -2010206.000000 Penalty: 958.491089
	Iteration 26F: 3 clusters Score -2010206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -12747.428711 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -12747.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12426.347656 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12426.35 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12542.500000 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12542.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12577.312500 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12577.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12592.534180 Penalty: 501.722015
	Iteration 3F: 3 clusters Score -12592.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12605.947266 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12605.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12610.575195 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12610.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12611.863281 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12611.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12617.491211 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12617.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12622.844727 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -12622.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12624.126953 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -12624.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12625.458008 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -12625.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12625.885742 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -12625.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12625.885742 Penalty: 501.722015
	Iteration 12F: 3 clusters Score -12625.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -185534.437500 Penalty: 366.912354
	Iteration 0F: 2 clusters Score -185534.4 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 1622 members 
Entering Unmasked Estep 
Score: -183318.250000 Penalty: 733.824707
	Iteration 0F: 3 clusters Score -183318.2 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -184247.968750 Penalty: 733.824707
	Iteration 1F: 3 clusters Score -184248 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -184468.468750 Penalty: 733.824707
	Iteration 2F: 3 clusters Score -184468.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -184650.453125 Penalty: 733.824707
	Iteration 3F: 3 clusters Score -184650.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -184788.640625 Penalty: 733.824707
	Iteration 4F: 3 clusters Score -184788.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -184900.890625 Penalty: 733.824707
	Iteration 5Q: 3 clusters Score -184900.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -184980.921875 Penalty: 733.824707
	Iteration 6Q: 3 clusters Score -184980.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -185040.890625 Penalty: 733.824707
	Iteration 7Q: 3 clusters Score -185040.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -185084.281250 Penalty: 733.824707
	Iteration 8Q: 3 clusters Score -185084.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -185115.515625 Penalty: 733.824707
	Iteration 9Q: 3 clusters Score -185115.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -185130.296875 Penalty: 733.824707
	Iteration 10Q: 3 clusters Score -185130.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -185141.843750 Penalty: 733.824707
	Iteration 11Q: 3 clusters Score -185141.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -185152.765625 Penalty: 733.824707
	Iteration 12Q: 3 clusters Score -185152.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -185159.765625 Penalty: 733.824707
	Iteration 13Q: 3 clusters Score -185159.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -185168.281250 Penalty: 733.824707
	Iteration 14Q: 3 clusters Score -185168.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -185172.718750 Penalty: 733.824707
	Iteration 15Q: 3 clusters Score -185172.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -185175.359375 Penalty: 733.824707
	Iteration 16Q: 3 clusters Score -185175.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -185177.312500 Penalty: 733.824707
	Iteration 17Q: 3 clusters Score -185177.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -185178.328125 Penalty: 733.824707
	Iteration 18Q: 3 clusters Score -185178.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -185178.875000 Penalty: 733.824707
	Iteration 19Q: 3 clusters Score -185178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -185179.515625 Penalty: 733.824707
	Iteration 20F: 3 clusters Score -185179.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -185179.640625 Penalty: 733.824707
	Iteration 21Q: 3 clusters Score -185179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -185180.281250 Penalty: 733.824707
	Iteration 22Q: 3 clusters Score -185180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -185180.734375 Penalty: 733.824707
	Iteration 23Q: 3 clusters Score -185180.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -185181.515625 Penalty: 733.824707
	Iteration 24Q: 3 clusters Score -185181.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -185183.203125 Penalty: 733.824707
	Iteration 25Q: 3 clusters Score -185183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -185184.656250 Penalty: 733.824707
	Iteration 26Q: 3 clusters Score -185184.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -185186.218750 Penalty: 733.824707
	Iteration 27Q: 3 clusters Score -185186.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -185188.843750 Penalty: 733.824707
	Iteration 28Q: 3 clusters Score -185188.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -185191.250000 Penalty: 733.824707
	Iteration 29Q: 3 clusters Score -185191.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -185192.250000 Penalty: 733.824707
	Iteration 30Q: 3 clusters Score -185192.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -185192.781250 Penalty: 733.824707
	Iteration 31Q: 3 clusters Score -185192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -185193.031250 Penalty: 733.824707
	Iteration 32Q: 3 clusters Score -185193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -185193.437500 Penalty: 733.824707
	Iteration 33Q: 3 clusters Score -185193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -185193.531250 Penalty: 733.824707
	Iteration 34Q: 3 clusters Score -185193.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -185193.531250 Penalty: 733.824707
	Iteration 35F: 3 clusters Score -185193.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Entering Unmasked Estep 
Score: -376052.062500 Penalty: 403.042847
	Iteration 0F: 2 clusters Score -376052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -371371.312500 Penalty: 806.085693
	Iteration 0F: 3 clusters Score -371371.3 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -373474.531250 Penalty: 806.085693
	Iteration 1F: 3 clusters Score -373474.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -373856.593750 Penalty: 806.085693
	Iteration 2F: 3 clusters Score -373856.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -374266.625000 Penalty: 806.085693
	Iteration 3F: 3 clusters Score -374266.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -374606.250000 Penalty: 806.085693
	Iteration 4F: 3 clusters Score -374606.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -374900.375000 Penalty: 806.085693
	Iteration 5F: 3 clusters Score -374900.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -375086.968750 Penalty: 806.085693
	Iteration 6F: 3 clusters Score -375087 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -375220.062500 Penalty: 806.085693
	Iteration 7Q: 3 clusters Score -375220.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -375311.656250 Penalty: 806.085693
	Iteration 8Q: 3 clusters Score -375311.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -375378.968750 Penalty: 806.085693
	Iteration 9Q: 3 clusters Score -375379 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -375445.531250 Penalty: 806.085693
	Iteration 10Q: 3 clusters Score -375445.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -375516.562500 Penalty: 806.085693
	Iteration 11Q: 3 clusters Score -375516.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -375576.687500 Penalty: 806.085693
	Iteration 12Q: 3 clusters Score -375576.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -375629.375000 Penalty: 806.085693
	Iteration 13Q: 3 clusters Score -375629.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -375690.000000 Penalty: 806.085693
	Iteration 14Q: 3 clusters Score -375690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -375760.250000 Penalty: 806.085693
	Iteration 15Q: 3 clusters Score -375760.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -375802.687500 Penalty: 806.085693
	Iteration 16Q: 3 clusters Score -375802.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -375827.000000 Penalty: 806.085693
	Iteration 17Q: 3 clusters Score -375827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -375846.437500 Penalty: 806.085693
	Iteration 18Q: 3 clusters Score -375846.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -375854.281250 Penalty: 806.085693
	Iteration 19Q: 3 clusters Score -375854.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -375861.406250 Penalty: 806.085693
	Iteration 20F: 3 clusters Score -375861.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -375867.312500 Penalty: 806.085693
	Iteration 21Q: 3 clusters Score -375867.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -375872.656250 Penalty: 806.085693
	Iteration 22Q: 3 clusters Score -375872.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -375876.531250 Penalty: 806.085693
	Iteration 23Q: 3 clusters Score -375876.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -375879.343750 Penalty: 806.085693
	Iteration 24Q: 3 clusters Score -375879.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -375882.656250 Penalty: 806.085693
	Iteration 25Q: 3 clusters Score -375882.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -375884.937500 Penalty: 806.085693
	Iteration 26Q: 3 clusters Score -375884.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -375886.562500 Penalty: 806.085693
	Iteration 27Q: 3 clusters Score -375886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -375887.656250 Penalty: 806.085693
	Iteration 28Q: 3 clusters Score -375887.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -375890.531250 Penalty: 806.085693
	Iteration 29Q: 3 clusters Score -375890.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -375893.968750 Penalty: 806.085693
	Iteration 30Q: 3 clusters Score -375894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -375894.968750 Penalty: 806.085693
	Iteration 31Q: 3 clusters Score -375895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -375898.031250 Penalty: 806.085693
	Iteration 32Q: 3 clusters Score -375898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -375899.250000 Penalty: 806.085693
	Iteration 33Q: 3 clusters Score -375899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -375901.843750 Penalty: 806.085693
	Iteration 34Q: 3 clusters Score -375901.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -375904.531250 Penalty: 806.085693
	Iteration 35Q: 3 clusters Score -375904.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -375906.156250 Penalty: 806.085693
	Iteration 36Q: 3 clusters Score -375906.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -375907.375000 Penalty: 806.085693
	Iteration 37Q: 3 clusters Score -375907.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -375907.531250 Penalty: 806.085693
	Iteration 38Q: 3 clusters Score -375907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -375908.281250 Penalty: 806.085693
	Iteration 39Q: 3 clusters Score -375908.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -375908.218750 Penalty: 806.085693
	Iteration 40F: 3 clusters Score -375908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -375908.312500 Penalty: 806.085693
	Iteration 41Q: 3 clusters Score -375908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -375908.812500 Penalty: 806.085693
	Iteration 42Q: 3 clusters Score -375908.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -375908.812500 Penalty: 806.085693
	Iteration 43F: 3 clusters Score -375908.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -71992.125000 Penalty: 329.187897
	Iteration 0F: 2 clusters Score -71992.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -70949.250000 Penalty: 658.375793
	Iteration 0F: 3 clusters Score -70949.25 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -71267.023438 Penalty: 658.375793
	Iteration 1F: 3 clusters Score -71267.02 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -71325.726562 Penalty: 658.375793
	Iteration 2F: 3 clusters Score -71325.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -71364.062500 Penalty: 658.375793
	Iteration 3Q: 3 clusters Score -71364.06 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -71393.078125 Penalty: 658.375793
	Iteration 4Q: 3 clusters Score -71393.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -71417.117188 Penalty: 658.375793
	Iteration 5Q: 3 clusters Score -71417.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -71436.781250 Penalty: 658.375793
	Iteration 6Q: 3 clusters Score -71436.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -71456.875000 Penalty: 658.375793
	Iteration 7Q: 3 clusters Score -71456.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -71471.351562 Penalty: 658.375793
	Iteration 8Q: 3 clusters Score -71471.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -71483.023438 Penalty: 658.375793
	Iteration 9Q: 3 clusters Score -71483.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -71499.015625 Penalty: 658.375793
	Iteration 10Q: 3 clusters Score -71499.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -71511.906250 Penalty: 658.375793
	Iteration 11Q: 3 clusters Score -71511.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -71526.171875 Penalty: 658.375793
	Iteration 12Q: 3 clusters Score -71526.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -71542.070312 Penalty: 658.375793
	Iteration 13Q: 3 clusters Score -71542.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -71552.828125 Penalty: 658.375793
	Iteration 14Q: 3 clusters Score -71552.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -71564.187500 Penalty: 658.375793
	Iteration 15Q: 3 clusters Score -71564.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -71569.296875 Penalty: 658.375793
	Iteration 16Q: 3 clusters Score -71569.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -71575.992188 Penalty: 658.375793
	Iteration 17Q: 3 clusters Score -71575.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -71587.570312 Penalty: 658.375793
	Iteration 18Q: 3 clusters Score -71587.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -71593.945312 Penalty: 658.375793
	Iteration 19Q: 3 clusters Score -71593.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -71598.742188 Penalty: 658.375793
	Iteration 20F: 3 clusters Score -71598.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -71601.703125 Penalty: 658.375793
	Iteration 21Q: 3 clusters Score -71601.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -71603.046875 Penalty: 658.375793
	Iteration 22Q: 3 clusters Score -71603.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -71604.757812 Penalty: 658.375793
	Iteration 23Q: 3 clusters Score -71604.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -71605.156250 Penalty: 658.375793
	Iteration 24Q: 3 clusters Score -71605.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -71606.523438 Penalty: 658.375793
	Iteration 25Q: 3 clusters Score -71606.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -71607.054688 Penalty: 658.375793
	Iteration 26Q: 3 clusters Score -71607.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -71607.609375 Penalty: 658.375793
	Iteration 27Q: 3 clusters Score -71607.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -71609.203125 Penalty: 658.375793
	Iteration 28Q: 3 clusters Score -71609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -71609.695312 Penalty: 658.375793
	Iteration 29Q: 3 clusters Score -71609.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -71609.882812 Penalty: 658.375793
	Iteration 30Q: 3 clusters Score -71609.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -71609.929688 Penalty: 658.375793
	Iteration 31Q: 3 clusters Score -71609.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -71610.265625 Penalty: 658.375793
	Iteration 32Q: 3 clusters Score -71610.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -71610.531250 Penalty: 658.375793
	Iteration 33Q: 3 clusters Score -71610.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -71611.007812 Penalty: 658.375793
	Iteration 34Q: 3 clusters Score -71611.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -71611.664062 Penalty: 658.375793
	Iteration 35Q: 3 clusters Score -71611.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -71613.328125 Penalty: 658.375793
	Iteration 36Q: 3 clusters Score -71613.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -71615.460938 Penalty: 658.375793
	Iteration 37Q: 3 clusters Score -71615.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -71619.429688 Penalty: 658.375793
	Iteration 38Q: 3 clusters Score -71619.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -71621.406250 Penalty: 658.375793
	Iteration 39Q: 3 clusters Score -71621.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -71626.570312 Penalty: 658.375793
	Iteration 40F: 3 clusters Score -71626.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -71634.812500 Penalty: 658.375793
	Iteration 41Q: 3 clusters Score -71634.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -71642.445312 Penalty: 658.375793
	Iteration 42Q: 3 clusters Score -71642.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -71647.578125 Penalty: 658.375793
	Iteration 43Q: 3 clusters Score -71647.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -71653.914062 Penalty: 658.375793
	Iteration 44Q: 3 clusters Score -71653.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -71657.531250 Penalty: 658.375793
	Iteration 45Q: 3 clusters Score -71657.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -71662.226562 Penalty: 658.375793
	Iteration 46Q: 3 clusters Score -71662.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -71667.875000 Penalty: 658.375793
	Iteration 47Q: 3 clusters Score -71667.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -71674.507812 Penalty: 658.375793
	Iteration 48Q: 3 clusters Score -71674.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -71684.554688 Penalty: 658.375793
	Iteration 49Q: 3 clusters Score -71684.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -71689.531250 Penalty: 658.375793
	Iteration 50Q: 3 clusters Score -71689.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -71691.750000 Penalty: 658.375793
	Iteration 51Q: 3 clusters Score -71691.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -71699.960938 Penalty: 658.375793
	Iteration 52Q: 3 clusters Score -71699.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -71706.421875 Penalty: 658.375793
	Iteration 53Q: 3 clusters Score -71706.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -71712.320312 Penalty: 658.375793
	Iteration 54Q: 3 clusters Score -71712.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -71715.851562 Penalty: 658.375793
	Iteration 55Q: 3 clusters Score -71715.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -71719.203125 Penalty: 658.375793
	Iteration 56Q: 3 clusters Score -71719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -71721.328125 Penalty: 658.375793
	Iteration 57Q: 3 clusters Score -71721.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -71722.414062 Penalty: 658.375793
	Iteration 58Q: 3 clusters Score -71722.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -71722.843750 Penalty: 658.375793
	Iteration 59Q: 3 clusters Score -71722.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -71722.843750 Penalty: 658.375793
	Iteration 60F: 3 clusters Score -71722.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -19501.998047 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -19502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -18966.435547 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -18966.44 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19212.216797 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -19212.22 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -19298.380859 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -19298.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -19349.519531 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -19349.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -19374.792969 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -19374.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -19403.500000 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -19403.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -19420.134766 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -19420.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -19426.468750 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -19426.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -19428.378906 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -19428.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -19430.900391 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -19430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -19435.937500 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -19435.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -19445.259766 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -19445.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -19451.255859 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -19451.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -19451.400391 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -19451.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -19451.400391 Penalty: 579.035522
	Iteration 14F: 3 clusters Score -19451.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -17092.595703 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -17092.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16719.998047 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -16720 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16861.695312 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -16861.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16950.947266 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -16950.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17002.568359 Penalty: 522.028076
	Iteration 3Q: 3 clusters Score -17002.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17030.623047 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -17030.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17043.513672 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -17043.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17048.703125 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -17048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17049.662109 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -17049.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17050.605469 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -17050.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17055.449219 Penalty: 522.028076
	Iteration 9Q: 3 clusters Score -17055.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17063.044922 Penalty: 522.028076
	Iteration 10Q: 3 clusters Score -17063.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17069.003906 Penalty: 522.028076
	Iteration 11Q: 3 clusters Score -17069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17079.126953 Penalty: 522.028076
	Iteration 12Q: 3 clusters Score -17079.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17083.447266 Penalty: 522.028076
	Iteration 13Q: 3 clusters Score -17083.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17088.654297 Penalty: 522.028076
	Iteration 14Q: 3 clusters Score -17088.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17097.298828 Penalty: 522.028076
	Iteration 15Q: 3 clusters Score -17097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17107.365234 Penalty: 522.028076
	Iteration 16Q: 3 clusters Score -17107.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17112.191406 Penalty: 522.028076
	Iteration 17Q: 3 clusters Score -17112.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17114.675781 Penalty: 522.028076
	Iteration 18F: 3 clusters Score -17114.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17123.703125 Penalty: 522.028076
	Iteration 19Q: 3 clusters Score -17123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17126.839844 Penalty: 522.028076
	Iteration 20F: 3 clusters Score -17126.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17131.539062 Penalty: 522.028076
	Iteration 21Q: 3 clusters Score -17131.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17138.873047 Penalty: 522.028076
	Iteration 22Q: 3 clusters Score -17138.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17160.468750 Penalty: 522.028076
	Iteration 23Q: 3 clusters Score -17160.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17170.042969 Penalty: 522.028076
	Iteration 24Q: 3 clusters Score -17170.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17170.042969 Penalty: 522.028076
	Iteration 25F: 3 clusters Score -17170.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 114 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 218 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 196 members 
Entering Unmasked Estep 
Score: -10142341.000000 Penalty: 30400.273438
Splitting cluster 10 changes total score from -10142542.000000 to -10142341.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -30256.710938 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -30256.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -29692.486328 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -29692.49 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -29914.078125 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -29914.08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -29993.728516 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -29993.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -30044.287109 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -30044.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -30069.617188 Penalty: 590.517639
	Iteration 4Q: 3 clusters Score -30069.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -30078.001953 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -30078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -30080.863281 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -30080.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -30081.462891 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -30081.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -30081.462891 Penalty: 590.517639
	Iteration 8F: 3 clusters Score -30081.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -4728.611328 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -4728.611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4510.896973 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -4510.897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4537.685059 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -4537.685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4546.983887 Penalty: 430.192291
	Iteration 2Q: 3 clusters Score -4546.984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4550.826172 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -4550.826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4560.966797 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -4560.967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4571.164551 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -4571.165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4578.768066 Penalty: 430.192291
	Iteration 6Q: 3 clusters Score -4578.768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4582.422363 Penalty: 430.192291
	Iteration 7Q: 3 clusters Score -4582.422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4582.422363 Penalty: 430.192291
	Iteration 8F: 3 clusters Score -4582.422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -36792.226562 Penalty: 292.917694
	Iteration 0F: 2 clusters Score -36792.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36226.921875 Penalty: 585.835388
	Iteration 0F: 3 clusters Score -36226.92 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36358.824219 Penalty: 585.835388
	Iteration 1F: 3 clusters Score -36358.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -36383.546875 Penalty: 585.835388
	Iteration 2F: 3 clusters Score -36383.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -36404.050781 Penalty: 585.835388
	Iteration 3Q: 3 clusters Score -36404.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -36418.945312 Penalty: 585.835388
	Iteration 4Q: 3 clusters Score -36418.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -36433.050781 Penalty: 585.835388
	Iteration 5Q: 3 clusters Score -36433.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -36443.945312 Penalty: 585.835388
	Iteration 6Q: 3 clusters Score -36443.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -36452.433594 Penalty: 585.835388
	Iteration 7Q: 3 clusters Score -36452.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -36463.410156 Penalty: 585.835388
	Iteration 8Q: 3 clusters Score -36463.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -36473.320312 Penalty: 585.835388
	Iteration 9Q: 3 clusters Score -36473.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -36482.972656 Penalty: 585.835388
	Iteration 10Q: 3 clusters Score -36482.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -36488.675781 Penalty: 585.835388
	Iteration 11Q: 3 clusters Score -36488.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -36494.085938 Penalty: 585.835388
	Iteration 12Q: 3 clusters Score -36494.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -36499.832031 Penalty: 585.835388
	Iteration 13Q: 3 clusters Score -36499.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -36506.031250 Penalty: 585.835388
	Iteration 14Q: 3 clusters Score -36506.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -36510.429688 Penalty: 585.835388
	Iteration 15Q: 3 clusters Score -36510.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -36514.363281 Penalty: 585.835388
	Iteration 16Q: 3 clusters Score -36514.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -36515.382812 Penalty: 585.835388
	Iteration 17Q: 3 clusters Score -36515.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -36517.542969 Penalty: 585.835388
	Iteration 18Q: 3 clusters Score -36517.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -36518.050781 Penalty: 585.835388
	Iteration 19Q: 3 clusters Score -36518.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -36518.550781 Penalty: 585.835388
	Iteration 20F: 3 clusters Score -36518.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -36520.785156 Penalty: 585.835388
	Iteration 21Q: 3 clusters Score -36520.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -36522.433594 Penalty: 585.835388
	Iteration 22Q: 3 clusters Score -36522.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -36522.843750 Penalty: 585.835388
	Iteration 23Q: 3 clusters Score -36522.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -36523.683594 Penalty: 585.835388
	Iteration 24Q: 3 clusters Score -36523.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -36524.652344 Penalty: 585.835388
	Iteration 25Q: 3 clusters Score -36524.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -36524.652344 Penalty: 585.835388
	Iteration 26F: 3 clusters Score -36524.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -8697.811523 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -8697.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8446.292969 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -8446.293 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8530.099609 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -8530.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8574.084961 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -8574.085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8604.416992 Penalty: 463.531250
	Iteration 3Q: 3 clusters Score -8604.417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8616.428711 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -8616.429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8619.174805 Penalty: 463.531250
	Iteration 5Q: 3 clusters Score -8619.175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8621.228516 Penalty: 463.531250
	Iteration 6Q: 3 clusters Score -8621.229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8621.228516 Penalty: 463.531250
	Iteration 7F: 3 clusters Score -8621.229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -42180.867188 Penalty: 309.051666
	Iteration 0F: 2 clusters Score -42180.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -41497.867188 Penalty: 618.103333
	Iteration 0F: 3 clusters Score -41497.87 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -41861.601562 Penalty: 618.103333
	Iteration 1F: 3 clusters Score -41861.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -41971.527344 Penalty: 618.103333
	Iteration 2F: 3 clusters Score -41971.53 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -42054.941406 Penalty: 618.103333
	Iteration 3F: 3 clusters Score -42054.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -42087.597656 Penalty: 618.103333
	Iteration 4Q: 3 clusters Score -42087.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -42115.441406 Penalty: 618.103333
	Iteration 5Q: 3 clusters Score -42115.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -42153.718750 Penalty: 618.103333
	Iteration 6Q: 3 clusters Score -42153.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -42170.503906 Penalty: 618.103333
	Iteration 7Q: 3 clusters Score -42170.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -42174.734375 Penalty: 618.103333
	Iteration 8Q: 3 clusters Score -42174.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -42178.917969 Penalty: 618.103333
	Iteration 9Q: 3 clusters Score -42178.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -42182.601562 Penalty: 618.103333
	Iteration 10Q: 3 clusters Score -42182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -42185.218750 Penalty: 618.103333
	Iteration 11Q: 3 clusters Score -42185.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -42189.121094 Penalty: 618.103333
	Iteration 12Q: 3 clusters Score -42189.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -42193.484375 Penalty: 618.103333
	Iteration 13Q: 3 clusters Score -42193.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -42194.218750 Penalty: 618.103333
	Iteration 14Q: 3 clusters Score -42194.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -42194.644531 Penalty: 618.103333
	Iteration 15Q: 3 clusters Score -42194.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -42194.644531 Penalty: 618.103333
	Iteration 16F: 3 clusters Score -42194.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 464 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 218 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 427 members 
Entering Unmasked Estep 
Score: -10142319.000000 Penalty: 30400.273438
Splitting cluster 15 changes total score from -10142542.000000 to -10142319.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -6966.599121 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -6966.599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6654.409668 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -6654.41 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6789.680664 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -6789.681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6828.222168 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -6828.222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6850.536621 Penalty: 502.452942
	Iteration 3F: 3 clusters Score -6850.537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6862.969727 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -6862.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6871.362793 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -6871.363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6872.276855 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -6872.277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6872.276855 Penalty: 502.452942
	Iteration 7F: 3 clusters Score -6872.277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Entering Unmasked Estep 
Score: -462880.375000 Penalty: 408.860535
	Iteration 0F: 2 clusters Score -462880.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -457506.625000 Penalty: 817.721069
	Iteration 0F: 3 clusters Score -457506.6 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -459528.250000 Penalty: 817.721069
	Iteration 1F: 3 clusters Score -459528.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -459670.625000 Penalty: 817.721069
	Iteration 2Q: 3 clusters Score -459670.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -459834.593750 Penalty: 817.721069
	Iteration 3Q: 3 clusters Score -459834.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -460033.125000 Penalty: 817.721069
	Iteration 4F: 3 clusters Score -460033.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -460273.968750 Penalty: 817.721069
	Iteration 5F: 3 clusters Score -460274 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -460526.812500 Penalty: 817.721069
	Iteration 6F: 3 clusters Score -460526.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -460811.531250 Penalty: 817.721069
	Iteration 7F: 3 clusters Score -460811.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -461113.906250 Penalty: 817.721069
	Iteration 8F: 3 clusters Score -461113.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -461373.375000 Penalty: 817.721069
	Iteration 9Q: 3 clusters Score -461373.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -461526.250000 Penalty: 817.721069
	Iteration 10Q: 3 clusters Score -461526.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -461597.781250 Penalty: 817.721069
	Iteration 11Q: 3 clusters Score -461597.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -461634.500000 Penalty: 817.721069
	Iteration 12Q: 3 clusters Score -461634.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -461657.000000 Penalty: 817.721069
	Iteration 13Q: 3 clusters Score -461657 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -461674.968750 Penalty: 817.721069
	Iteration 14Q: 3 clusters Score -461675 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -461688.093750 Penalty: 817.721069
	Iteration 15Q: 3 clusters Score -461688.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -461703.343750 Penalty: 817.721069
	Iteration 16Q: 3 clusters Score -461703.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -461716.468750 Penalty: 817.721069
	Iteration 17Q: 3 clusters Score -461716.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -461731.218750 Penalty: 817.721069
	Iteration 18Q: 3 clusters Score -461731.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -461745.531250 Penalty: 817.721069
	Iteration 19Q: 3 clusters Score -461745.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -461758.718750 Penalty: 817.721069
	Iteration 20F: 3 clusters Score -461758.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -461770.937500 Penalty: 817.721069
	Iteration 21Q: 3 clusters Score -461770.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -461782.656250 Penalty: 817.721069
	Iteration 22Q: 3 clusters Score -461782.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -461791.437500 Penalty: 817.721069
	Iteration 23Q: 3 clusters Score -461791.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -461803.156250 Penalty: 817.721069
	Iteration 24Q: 3 clusters Score -461803.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -461813.218750 Penalty: 817.721069
	Iteration 25Q: 3 clusters Score -461813.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -461821.250000 Penalty: 817.721069
	Iteration 26Q: 3 clusters Score -461821.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -461829.125000 Penalty: 817.721069
	Iteration 27Q: 3 clusters Score -461829.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -461836.187500 Penalty: 817.721069
	Iteration 28Q: 3 clusters Score -461836.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -461843.343750 Penalty: 817.721069
	Iteration 29Q: 3 clusters Score -461843.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -461854.031250 Penalty: 817.721069
	Iteration 30Q: 3 clusters Score -461854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -461862.593750 Penalty: 817.721069
	Iteration 31Q: 3 clusters Score -461862.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -461871.875000 Penalty: 817.721069
	Iteration 32Q: 3 clusters Score -461871.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -461879.000000 Penalty: 817.721069
	Iteration 33Q: 3 clusters Score -461879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -461888.312500 Penalty: 817.721069
	Iteration 34Q: 3 clusters Score -461888.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -461899.437500 Penalty: 817.721069
	Iteration 35Q: 3 clusters Score -461899.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -461909.250000 Penalty: 817.721069
	Iteration 36Q: 3 clusters Score -461909.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -461918.031250 Penalty: 817.721069
	Iteration 37Q: 3 clusters Score -461918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -461926.312500 Penalty: 817.721069
	Iteration 38Q: 3 clusters Score -461926.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -461935.125000 Penalty: 817.721069
	Iteration 39Q: 3 clusters Score -461935.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -461948.593750 Penalty: 817.721069
	Iteration 40F: 3 clusters Score -461948.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -461960.250000 Penalty: 817.721069
	Iteration 41Q: 3 clusters Score -461960.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -461968.250000 Penalty: 817.721069
	Iteration 42Q: 3 clusters Score -461968.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -461975.406250 Penalty: 817.721069
	Iteration 43Q: 3 clusters Score -461975.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -461981.593750 Penalty: 817.721069
	Iteration 44Q: 3 clusters Score -461981.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -461989.312500 Penalty: 817.721069
	Iteration 45Q: 3 clusters Score -461989.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -461994.562500 Penalty: 817.721069
	Iteration 46Q: 3 clusters Score -461994.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -462003.000000 Penalty: 817.721069
	Iteration 47Q: 3 clusters Score -462003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -462010.593750 Penalty: 817.721069
	Iteration 48Q: 3 clusters Score -462010.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -462019.062500 Penalty: 817.721069
	Iteration 49Q: 3 clusters Score -462019.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -462027.718750 Penalty: 817.721069
	Iteration 50Q: 3 clusters Score -462027.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -462041.406250 Penalty: 817.721069
	Iteration 51Q: 3 clusters Score -462041.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -462050.343750 Penalty: 817.721069
	Iteration 52Q: 3 clusters Score -462050.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -462057.781250 Penalty: 817.721069
	Iteration 53Q: 3 clusters Score -462057.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -462064.031250 Penalty: 817.721069
	Iteration 54Q: 3 clusters Score -462064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -462071.500000 Penalty: 817.721069
	Iteration 55Q: 3 clusters Score -462071.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -462079.625000 Penalty: 817.721069
	Iteration 56Q: 3 clusters Score -462079.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -462088.468750 Penalty: 817.721069
	Iteration 57Q: 3 clusters Score -462088.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -462096.843750 Penalty: 817.721069
	Iteration 58Q: 3 clusters Score -462096.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -462108.875000 Penalty: 817.721069
	Iteration 59Q: 3 clusters Score -462108.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -462117.531250 Penalty: 817.721069
	Iteration 60F: 3 clusters Score -462117.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -462130.093750 Penalty: 817.721069
	Iteration 61Q: 3 clusters Score -462130.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -462143.343750 Penalty: 817.721069
	Iteration 62Q: 3 clusters Score -462143.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -462160.750000 Penalty: 817.721069
	Iteration 63Q: 3 clusters Score -462160.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -462184.468750 Penalty: 817.721069
	Iteration 64Q: 3 clusters Score -462184.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -462211.000000 Penalty: 817.721069
	Iteration 65Q: 3 clusters Score -462211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -462242.250000 Penalty: 817.721069
	Iteration 66Q: 3 clusters Score -462242.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -462277.687500 Penalty: 817.721069
	Iteration 67Q: 3 clusters Score -462277.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -462314.000000 Penalty: 817.721069
	Iteration 68Q: 3 clusters Score -462314 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -462352.250000 Penalty: 817.721069
	Iteration 69Q: 3 clusters Score -462352.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -462399.781250 Penalty: 817.721069
	Iteration 70Q: 3 clusters Score -462399.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -462452.718750 Penalty: 817.721069
	Iteration 71Q: 3 clusters Score -462452.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -462503.375000 Penalty: 817.721069
	Iteration 72Q: 3 clusters Score -462503.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -462542.843750 Penalty: 817.721069
	Iteration 73Q: 3 clusters Score -462542.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -462574.343750 Penalty: 817.721069
	Iteration 74Q: 3 clusters Score -462574.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -462587.937500 Penalty: 817.721069
	Iteration 75Q: 3 clusters Score -462587.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -462594.093750 Penalty: 817.721069
	Iteration 76Q: 3 clusters Score -462594.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -462602.343750 Penalty: 817.721069
	Iteration 77Q: 3 clusters Score -462602.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -462608.468750 Penalty: 817.721069
	Iteration 78Q: 3 clusters Score -462608.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -462612.281250 Penalty: 817.721069
	Iteration 79Q: 3 clusters Score -462612.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -462614.031250 Penalty: 817.721069
	Iteration 80F: 3 clusters Score -462614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -462616.593750 Penalty: 817.721069
	Iteration 81Q: 3 clusters Score -462616.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -462617.375000 Penalty: 817.721069
	Iteration 82Q: 3 clusters Score -462617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -462620.000000 Penalty: 817.721069
	Iteration 83Q: 3 clusters Score -462620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -462620.875000 Penalty: 817.721069
	Iteration 84Q: 3 clusters Score -462620.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -462622.156250 Penalty: 817.721069
	Iteration 85Q: 3 clusters Score -462622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -462622.531250 Penalty: 817.721069
	Iteration 86Q: 3 clusters Score -462622.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -462623.593750 Penalty: 817.721069
	Iteration 87Q: 3 clusters Score -462623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -462625.468750 Penalty: 817.721069
	Iteration 88Q: 3 clusters Score -462625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -462625.593750 Penalty: 817.721069
	Iteration 89Q: 3 clusters Score -462625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -462626.187500 Penalty: 817.721069
	Iteration 90Q: 3 clusters Score -462626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -462626.062500 Penalty: 817.721069
	Iteration 91Q: 3 clusters Score -462626.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -462629.843750 Penalty: 817.721069
	Iteration 92Q: 3 clusters Score -462629.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -462631.968750 Penalty: 817.721069
	Iteration 93Q: 3 clusters Score -462632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -462632.968750 Penalty: 817.721069
	Iteration 94Q: 3 clusters Score -462633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -462633.406250 Penalty: 817.721069
	Iteration 95Q: 3 clusters Score -462633.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -462633.218750 Penalty: 817.721069
	Iteration 96Q: 3 clusters Score -462633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -462633.937500 Penalty: 817.721069
	Iteration 97Q: 3 clusters Score -462633.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -462633.750000 Penalty: 817.721069
	Iteration 98Q: 3 clusters Score -462633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -462633.468750 Penalty: 817.721069
	Iteration 99Q: 3 clusters Score -462633.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -462633.593750 Penalty: 817.721069
	Iteration 100F: 3 clusters Score -462633.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -462634.125000 Penalty: 817.721069
	Iteration 101Q: 3 clusters Score -462634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -462634.437500 Penalty: 817.721069
	Iteration 102Q: 3 clusters Score -462634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -462634.500000 Penalty: 817.721069
	Iteration 103Q: 3 clusters Score -462634.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -462635.375000 Penalty: 817.721069
	Iteration 104Q: 3 clusters Score -462635.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -462636.187500 Penalty: 817.721069
	Iteration 105Q: 3 clusters Score -462636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -462636.156250 Penalty: 817.721069
	Iteration 106Q: 3 clusters Score -462636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -462638.718750 Penalty: 817.721069
	Iteration 107Q: 3 clusters Score -462638.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -462638.906250 Penalty: 817.721069
	Iteration 108Q: 3 clusters Score -462638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -462639.000000 Penalty: 817.721069
	Iteration 109Q: 3 clusters Score -462639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -462640.093750 Penalty: 817.721069
	Iteration 110Q: 3 clusters Score -462640.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -462640.093750 Penalty: 817.721069
	Iteration 111F: 3 clusters Score -462640.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12898.538086 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12898.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12577.519531 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -12577.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12686.076172 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12686.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12737.933594 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -12737.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12754.874023 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -12754.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12761.082031 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -12761.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12765.381836 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -12765.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12766.491211 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -12766.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12766.491211 Penalty: 503.538452
	Iteration 7F: 3 clusters Score -12766.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -39672.914062 Penalty: 300.847870
	Iteration 0F: 2 clusters Score -39672.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -39018.707031 Penalty: 601.695740
	Iteration 0F: 3 clusters Score -39018.71 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39209.484375 Penalty: 601.695740
	Iteration 1F: 3 clusters Score -39209.48 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -39246.269531 Penalty: 601.695740
	Iteration 2F: 3 clusters Score -39246.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39271.835938 Penalty: 601.695740
	Iteration 3F: 3 clusters Score -39271.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39295.871094 Penalty: 601.695740
	Iteration 4Q: 3 clusters Score -39295.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -39318.394531 Penalty: 601.695740
	Iteration 5Q: 3 clusters Score -39318.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39340.511719 Penalty: 601.695740
	Iteration 6Q: 3 clusters Score -39340.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -39358.652344 Penalty: 601.695740
	Iteration 7Q: 3 clusters Score -39358.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39375.574219 Penalty: 601.695740
	Iteration 8Q: 3 clusters Score -39375.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39384.597656 Penalty: 601.695740
	Iteration 9Q: 3 clusters Score -39384.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39390.246094 Penalty: 601.695740
	Iteration 10Q: 3 clusters Score -39390.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39396.539062 Penalty: 601.695740
	Iteration 11Q: 3 clusters Score -39396.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39401.847656 Penalty: 601.695740
	Iteration 12Q: 3 clusters Score -39401.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39404.593750 Penalty: 601.695740
	Iteration 13Q: 3 clusters Score -39404.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39407.226562 Penalty: 601.695740
	Iteration 14Q: 3 clusters Score -39407.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39412.394531 Penalty: 601.695740
	Iteration 15Q: 3 clusters Score -39412.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39419.378906 Penalty: 601.695740
	Iteration 16Q: 3 clusters Score -39419.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39422.589844 Penalty: 601.695740
	Iteration 17Q: 3 clusters Score -39422.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39423.539062 Penalty: 601.695740
	Iteration 18Q: 3 clusters Score -39423.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39424.632812 Penalty: 601.695740
	Iteration 19Q: 3 clusters Score -39424.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39427.554688 Penalty: 601.695740
	Iteration 20F: 3 clusters Score -39427.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39432.519531 Penalty: 601.695740
	Iteration 21Q: 3 clusters Score -39432.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39438.921875 Penalty: 601.695740
	Iteration 22Q: 3 clusters Score -39438.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39442.273438 Penalty: 601.695740
	Iteration 23Q: 3 clusters Score -39442.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39446.421875 Penalty: 601.695740
	Iteration 24Q: 3 clusters Score -39446.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39454.414062 Penalty: 601.695740
	Iteration 25Q: 3 clusters Score -39454.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39472.222656 Penalty: 601.695740
	Iteration 26Q: 3 clusters Score -39472.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39483.093750 Penalty: 601.695740
	Iteration 27Q: 3 clusters Score -39483.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39492.585938 Penalty: 601.695740
	Iteration 28Q: 3 clusters Score -39492.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39497.886719 Penalty: 601.695740
	Iteration 29Q: 3 clusters Score -39497.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39502.843750 Penalty: 601.695740
	Iteration 30Q: 3 clusters Score -39502.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39508.398438 Penalty: 601.695740
	Iteration 31Q: 3 clusters Score -39508.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39514.140625 Penalty: 601.695740
	Iteration 32Q: 3 clusters Score -39514.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39516.320312 Penalty: 601.695740
	Iteration 33Q: 3 clusters Score -39516.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39516.652344 Penalty: 601.695740
	Iteration 34Q: 3 clusters Score -39516.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39516.652344 Penalty: 601.695740
	Iteration 35F: 3 clusters Score -39516.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Entering Unmasked Estep 
Score: -130818.546875 Penalty: 355.720276
	Iteration 0F: 2 clusters Score -130818.5 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 1273 members 
Entering Unmasked Estep 
Score: -129053.460938 Penalty: 711.440552
	Iteration 0F: 3 clusters Score -129053.5 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -129779.500000 Penalty: 711.440552
	Iteration 1F: 3 clusters Score -129779.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -130003.351562 Penalty: 711.440552
	Iteration 2F: 3 clusters Score -130003.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -130211.109375 Penalty: 711.440552
	Iteration 3F: 3 clusters Score -130211.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -130340.195312 Penalty: 711.440552
	Iteration 4F: 3 clusters Score -130340.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -130407.632812 Penalty: 711.440552
	Iteration 5Q: 3 clusters Score -130407.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -130474.320312 Penalty: 711.440552
	Iteration 6Q: 3 clusters Score -130474.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -130531.859375 Penalty: 711.440552
	Iteration 7Q: 3 clusters Score -130531.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -130582.359375 Penalty: 711.440552
	Iteration 8Q: 3 clusters Score -130582.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -130637.351562 Penalty: 711.440552
	Iteration 9Q: 3 clusters Score -130637.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -130700.117188 Penalty: 711.440552
	Iteration 10Q: 3 clusters Score -130700.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -130719.492188 Penalty: 711.440552
	Iteration 11Q: 3 clusters Score -130719.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -130724.500000 Penalty: 711.440552
	Iteration 12Q: 3 clusters Score -130724.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -130727.945312 Penalty: 711.440552
	Iteration 13Q: 3 clusters Score -130727.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -130732.867188 Penalty: 711.440552
	Iteration 14Q: 3 clusters Score -130732.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -130736.453125 Penalty: 711.440552
	Iteration 15Q: 3 clusters Score -130736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -130737.601562 Penalty: 711.440552
	Iteration 16Q: 3 clusters Score -130737.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -130740.421875 Penalty: 711.440552
	Iteration 17Q: 3 clusters Score -130740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -130744.476562 Penalty: 711.440552
	Iteration 18Q: 3 clusters Score -130744.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -130749.960938 Penalty: 711.440552
	Iteration 19Q: 3 clusters Score -130750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -130752.375000 Penalty: 711.440552
	Iteration 20F: 3 clusters Score -130752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -130752.640625 Penalty: 711.440552
	Iteration 21Q: 3 clusters Score -130752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -130753.664062 Penalty: 711.440552
	Iteration 22Q: 3 clusters Score -130753.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -130754.015625 Penalty: 711.440552
	Iteration 23Q: 3 clusters Score -130754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -130754.468750 Penalty: 711.440552
	Iteration 24Q: 3 clusters Score -130754.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -130754.468750 Penalty: 711.440552
	Iteration 25F: 3 clusters Score -130754.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -70330.593750 Penalty: 328.792511
	Iteration 0F: 2 clusters Score -70330.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -69296.335938 Penalty: 657.585022
	Iteration 0F: 3 clusters Score -69296.34 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -69619.984375 Penalty: 657.585022
	Iteration 1F: 3 clusters Score -69619.98 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -69669.960938 Penalty: 657.585022
	Iteration 2F: 3 clusters Score -69669.96 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -69708.312500 Penalty: 657.585022
	Iteration 3Q: 3 clusters Score -69708.31 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69758.500000 Penalty: 657.585022
	Iteration 4Q: 3 clusters Score -69758.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69805.960938 Penalty: 657.585022
	Iteration 5F: 3 clusters Score -69805.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69852.109375 Penalty: 657.585022
	Iteration 6Q: 3 clusters Score -69852.11 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69894.515625 Penalty: 657.585022
	Iteration 7Q: 3 clusters Score -69894.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -69927.296875 Penalty: 657.585022
	Iteration 8Q: 3 clusters Score -69927.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -69954.218750 Penalty: 657.585022
	Iteration 9Q: 3 clusters Score -69954.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -69975.500000 Penalty: 657.585022
	Iteration 10Q: 3 clusters Score -69975.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -69992.921875 Penalty: 657.585022
	Iteration 11Q: 3 clusters Score -69992.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -70017.609375 Penalty: 657.585022
	Iteration 12Q: 3 clusters Score -70017.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -70038.117188 Penalty: 657.585022
	Iteration 13Q: 3 clusters Score -70038.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -70050.898438 Penalty: 657.585022
	Iteration 14Q: 3 clusters Score -70050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -70057.789062 Penalty: 657.585022
	Iteration 15Q: 3 clusters Score -70057.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -70060.320312 Penalty: 657.585022
	Iteration 16Q: 3 clusters Score -70060.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -70068.671875 Penalty: 657.585022
	Iteration 17Q: 3 clusters Score -70068.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -70075.625000 Penalty: 657.585022
	Iteration 18Q: 3 clusters Score -70075.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -70077.875000 Penalty: 657.585022
	Iteration 19Q: 3 clusters Score -70077.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -70077.875000 Penalty: 657.585022
	Iteration 20F: 3 clusters Score -70077.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -24475.472656 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -24475.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24012.128906 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -24012.13 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24141.160156 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -24141.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24191.736328 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -24191.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24216.320312 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -24216.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24252.537109 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -24252.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24283.705078 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -24283.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24326.339844 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -24326.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24359.193359 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -24359.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24373.330078 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -24373.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24379.701172 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -24379.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24385.609375 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -24385.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24391.164062 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -24391.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24405.675781 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -24405.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24418.707031 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -24418.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24437.345703 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -24437.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24454.521484 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -24454.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24468.220703 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -24468.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24494.435547 Penalty: 554.924744
	Iteration 17Q: 3 clusters Score -24494.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24504.462891 Penalty: 554.924744
	Iteration 18Q: 3 clusters Score -24504.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24506.503906 Penalty: 554.924744
	Iteration 19Q: 3 clusters Score -24506.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24518.095703 Penalty: 554.924744
	Iteration 20F: 3 clusters Score -24518.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24556.029297 Penalty: 554.924744
	Iteration 21Q: 3 clusters Score -24556.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24573.417969 Penalty: 554.924744
	Iteration 22Q: 3 clusters Score -24573.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24576.173828 Penalty: 554.924744
	Iteration 23Q: 3 clusters Score -24576.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24577.570312 Penalty: 554.924744
	Iteration 24Q: 3 clusters Score -24577.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24577.570312 Penalty: 554.924744
	Iteration 25F: 3 clusters Score -24577.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 176 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 218 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 269 members 
Entering Unmasked Estep 
Score: -10142380.000000 Penalty: 30400.273438
Splitting cluster 22 changes total score from -10142542.000000 to -10142380.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -7660.738281 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -7660.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7332.745117 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -7332.745 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7433.059570 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -7433.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7458.763184 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -7458.763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7467.011230 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -7467.011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7474.260742 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -7474.261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7481.033691 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -7481.034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7485.946777 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -7485.947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7489.175781 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -7489.176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7492.421875 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -7492.422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7495.677246 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -7495.677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7497.437500 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -7497.438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7497.437500 Penalty: 507.066010
	Iteration 11F: 3 clusters Score -7497.438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -9532.678711 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -9532.679 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 89 members 
Entering Unmasked Estep 
Score: -9250.364258 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -9250.364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9317.407227 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -9317.407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9335.757812 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -9335.758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9350.388672 Penalty: 477.956909
	Iteration 3Q: 3 clusters Score -9350.389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9355.245117 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -9355.245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9355.245117 Penalty: 477.956909
	Iteration 5F: 3 clusters Score -9355.245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -9419.563477 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -9419.563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9140.548828 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -9140.549 nChanged 58
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: -9235.144531 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -9235.145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9260.310547 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -9260.311 nChanged 2
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: -9262.580078 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -9262.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9264.441406 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -9264.441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9266.625977 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -9266.626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9271.136719 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -9271.137 nChanged 1
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: -9271.692383 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -9271.692 nChanged 0
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: -9271.692383 Penalty: 483.501770
	Iteration 8F: 3 clusters Score -9271.692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -4256.851074 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -4256.851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -3961.688232 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -3961.688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4092.735840 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -4092.736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4121.615234 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -4121.615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4134.551758 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -4134.552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4143.379395 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -4143.379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4147.182129 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -4147.182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4149.475098 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -4149.475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4149.475098 Penalty: 492.052612
	Iteration 7F: 3 clusters Score -4149.475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Entering Unmasked Estep 
Score: -167282.984375 Penalty: 363.401459
	Iteration 0F: 2 clusters Score -167283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -165238.734375 Penalty: 726.802917
	Iteration 0F: 3 clusters Score -165238.7 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -166082.703125 Penalty: 726.802917
	Iteration 1F: 3 clusters Score -166082.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -166264.046875 Penalty: 726.802917
	Iteration 2F: 3 clusters Score -166264 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -166408.265625 Penalty: 726.802917
	Iteration 3F: 3 clusters Score -166408.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -166536.421875 Penalty: 726.802917
	Iteration 4F: 3 clusters Score -166536.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -166656.484375 Penalty: 726.802917
	Iteration 5F: 3 clusters Score -166656.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -166791.125000 Penalty: 726.802917
	Iteration 6Q: 3 clusters Score -166791.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -166924.031250 Penalty: 726.802917
	Iteration 7Q: 3 clusters Score -166924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -166997.250000 Penalty: 726.802917
	Iteration 8Q: 3 clusters Score -166997.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -167044.765625 Penalty: 726.802917
	Iteration 9Q: 3 clusters Score -167044.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -167071.390625 Penalty: 726.802917
	Iteration 10Q: 3 clusters Score -167071.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -167091.109375 Penalty: 726.802917
	Iteration 11Q: 3 clusters Score -167091.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -167102.906250 Penalty: 726.802917
	Iteration 12Q: 3 clusters Score -167102.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -167107.609375 Penalty: 726.802917
	Iteration 13Q: 3 clusters Score -167107.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -167112.375000 Penalty: 726.802917
	Iteration 14Q: 3 clusters Score -167112.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -167116.421875 Penalty: 726.802917
	Iteration 15Q: 3 clusters Score -167116.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -167119.109375 Penalty: 726.802917
	Iteration 16Q: 3 clusters Score -167119.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -167120.156250 Penalty: 726.802917
	Iteration 17Q: 3 clusters Score -167120.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -167123.000000 Penalty: 726.802917
	Iteration 18Q: 3 clusters Score -167123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -167125.281250 Penalty: 726.802917
	Iteration 19Q: 3 clusters Score -167125.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -167126.296875 Penalty: 726.802917
	Iteration 20F: 3 clusters Score -167126.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -167127.578125 Penalty: 726.802917
	Iteration 21Q: 3 clusters Score -167127.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -167128.765625 Penalty: 726.802917
	Iteration 22Q: 3 clusters Score -167128.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -167130.546875 Penalty: 726.802917
	Iteration 23Q: 3 clusters Score -167130.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -167131.765625 Penalty: 726.802917
	Iteration 24Q: 3 clusters Score -167131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -167133.218750 Penalty: 726.802917
	Iteration 25Q: 3 clusters Score -167133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -167134.296875 Penalty: 726.802917
	Iteration 26Q: 3 clusters Score -167134.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -167134.562500 Penalty: 726.802917
	Iteration 27Q: 3 clusters Score -167134.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -167134.562500 Penalty: 726.802917
	Iteration 28F: 3 clusters Score -167134.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -43641.195312 Penalty: 303.864563
	Iteration 0F: 2 clusters Score -43641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -42937.027344 Penalty: 607.729126
	Iteration 0F: 3 clusters Score -42937.03 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43259.441406 Penalty: 607.729126
	Iteration 1F: 3 clusters Score -43259.44 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -43414.730469 Penalty: 607.729126
	Iteration 2F: 3 clusters Score -43414.73 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -43495.933594 Penalty: 607.729126
	Iteration 3F: 3 clusters Score -43495.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -43521.792969 Penalty: 607.729126
	Iteration 4Q: 3 clusters Score -43521.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -43536.878906 Penalty: 607.729126
	Iteration 5Q: 3 clusters Score -43536.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -43553.535156 Penalty: 607.729126
	Iteration 6Q: 3 clusters Score -43553.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -43562.378906 Penalty: 607.729126
	Iteration 7Q: 3 clusters Score -43562.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -43568.839844 Penalty: 607.729126
	Iteration 8Q: 3 clusters Score -43568.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -43576.613281 Penalty: 607.729126
	Iteration 9Q: 3 clusters Score -43576.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -43581.984375 Penalty: 607.729126
	Iteration 10Q: 3 clusters Score -43581.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -43588.250000 Penalty: 607.729126
	Iteration 11Q: 3 clusters Score -43588.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -43597.226562 Penalty: 607.729126
	Iteration 12Q: 3 clusters Score -43597.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -43603.128906 Penalty: 607.729126
	Iteration 13Q: 3 clusters Score -43603.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -43610.898438 Penalty: 607.729126
	Iteration 14Q: 3 clusters Score -43610.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -43620.984375 Penalty: 607.729126
	Iteration 15Q: 3 clusters Score -43620.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -43627.777344 Penalty: 607.729126
	Iteration 16Q: 3 clusters Score -43627.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -43637.699219 Penalty: 607.729126
	Iteration 17Q: 3 clusters Score -43637.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -43649.625000 Penalty: 607.729126
	Iteration 18Q: 3 clusters Score -43649.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -43657.285156 Penalty: 607.729126
	Iteration 19Q: 3 clusters Score -43657.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -43668.359375 Penalty: 607.729126
	Iteration 20F: 3 clusters Score -43668.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -43687.730469 Penalty: 607.729126
	Iteration 21Q: 3 clusters Score -43687.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -43705.609375 Penalty: 607.729126
	Iteration 22Q: 3 clusters Score -43705.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -43724.757812 Penalty: 607.729126
	Iteration 23Q: 3 clusters Score -43724.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -43748.316406 Penalty: 607.729126
	Iteration 24Q: 3 clusters Score -43748.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43799.886719 Penalty: 607.729126
	Iteration 25Q: 3 clusters Score -43799.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43856.164062 Penalty: 607.729126
	Iteration 26Q: 3 clusters Score -43856.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43869.886719 Penalty: 607.729126
	Iteration 27Q: 3 clusters Score -43869.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43876.253906 Penalty: 607.729126
	Iteration 28Q: 3 clusters Score -43876.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43881.144531 Penalty: 607.729126
	Iteration 29F: 3 clusters Score -43881.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -43889.277344 Penalty: 607.729126
	Iteration 30Q: 3 clusters Score -43889.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -43889.277344 Penalty: 607.729126
	Iteration 31F: 3 clusters Score -43889.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 218 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 412 members 
Entering Unmasked Estep 
Score: -10142559.000000 Penalty: 30400.273438
Splitting cluster 28 changes total score from -10142542.000000 to -10142559.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 29 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -3051.615479 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -3051.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2893.249512 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2893.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2934.606689 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2934.607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2960.934570 Penalty: 372.585358
	Iteration 2F: 3 clusters Score -2960.935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2981.621582 Penalty: 372.585358
	Iteration 3Q: 3 clusters Score -2981.622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2981.621582 Penalty: 372.585358
	Iteration 4F: 3 clusters Score -2981.622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -15625.273438 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -15625.27 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 144 members 
Entering Unmasked Estep 
Score: -15265.945312 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -15265.95 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15418.816406 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -15418.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15442.913086 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -15442.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15462.375977 Penalty: 522.321167
	Iteration 3Q: 3 clusters Score -15462.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15476.329102 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -15476.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15492.682617 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -15492.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15499.612305 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -15499.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15501.285156 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -15501.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15502.939453 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -15502.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15504.212891 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -15504.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15504.900391 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -15504.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15504.900391 Penalty: 522.321167
	Iteration 11F: 3 clusters Score -15504.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -61724.492188 Penalty: 321.212585
	Iteration 0F: 2 clusters Score -61724.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60822.082031 Penalty: 642.425171
	Iteration 0F: 3 clusters Score -60822.08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -61087.457031 Penalty: 642.425171
	Iteration 1F: 3 clusters Score -61087.46 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -61153.523438 Penalty: 642.425171
	Iteration 2F: 3 clusters Score -61153.52 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -61194.671875 Penalty: 642.425171
	Iteration 3F: 3 clusters Score -61194.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -61238.464844 Penalty: 642.425171
	Iteration 4Q: 3 clusters Score -61238.46 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -61298.945312 Penalty: 642.425171
	Iteration 5F: 3 clusters Score -61298.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -61346.269531 Penalty: 642.425171
	Iteration 6Q: 3 clusters Score -61346.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -61373.007812 Penalty: 642.425171
	Iteration 7Q: 3 clusters Score -61373.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -61387.757812 Penalty: 642.425171
	Iteration 8Q: 3 clusters Score -61387.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -61395.507812 Penalty: 642.425171
	Iteration 9Q: 3 clusters Score -61395.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -61404.335938 Penalty: 642.425171
	Iteration 10Q: 3 clusters Score -61404.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -61409.382812 Penalty: 642.425171
	Iteration 11Q: 3 clusters Score -61409.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -61420.312500 Penalty: 642.425171
	Iteration 12Q: 3 clusters Score -61420.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -61436.980469 Penalty: 642.425171
	Iteration 13Q: 3 clusters Score -61436.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -61456.046875 Penalty: 642.425171
	Iteration 14Q: 3 clusters Score -61456.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61479.636719 Penalty: 642.425171
	Iteration 15Q: 3 clusters Score -61479.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -61501.296875 Penalty: 642.425171
	Iteration 16Q: 3 clusters Score -61501.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -61516.855469 Penalty: 642.425171
	Iteration 17Q: 3 clusters Score -61516.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -61524.605469 Penalty: 642.425171
	Iteration 18Q: 3 clusters Score -61524.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -61533.531250 Penalty: 642.425171
	Iteration 19Q: 3 clusters Score -61533.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -61538.058594 Penalty: 642.425171
	Iteration 20F: 3 clusters Score -61538.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -61541.863281 Penalty: 642.425171
	Iteration 21Q: 3 clusters Score -61541.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -61545.187500 Penalty: 642.425171
	Iteration 22Q: 3 clusters Score -61545.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -61546.812500 Penalty: 642.425171
	Iteration 23Q: 3 clusters Score -61546.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -61547.656250 Penalty: 642.425171
	Iteration 24Q: 3 clusters Score -61547.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -61547.878906 Penalty: 642.425171
	Iteration 25Q: 3 clusters Score -61547.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -61548.546875 Penalty: 642.425171
	Iteration 26Q: 3 clusters Score -61548.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -61549.292969 Penalty: 642.425171
	Iteration 27Q: 3 clusters Score -61549.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -61553.570312 Penalty: 642.425171
	Iteration 28Q: 3 clusters Score -61553.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -61559.324219 Penalty: 642.425171
	Iteration 29Q: 3 clusters Score -61559.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -61567.621094 Penalty: 642.425171
	Iteration 30Q: 3 clusters Score -61567.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -61573.878906 Penalty: 642.425171
	Iteration 31Q: 3 clusters Score -61573.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -61577.796875 Penalty: 642.425171
	Iteration 32Q: 3 clusters Score -61577.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -61578.449219 Penalty: 642.425171
	Iteration 33Q: 3 clusters Score -61578.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -61579.605469 Penalty: 642.425171
	Iteration 34Q: 3 clusters Score -61579.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -61580.683594 Penalty: 642.425171
	Iteration 35Q: 3 clusters Score -61580.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -61581.265625 Penalty: 642.425171
	Iteration 36Q: 3 clusters Score -61581.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -61581.832031 Penalty: 642.425171
	Iteration 37Q: 3 clusters Score -61581.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -61582.367188 Penalty: 642.425171
	Iteration 38Q: 3 clusters Score -61582.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -61583.121094 Penalty: 642.425171
	Iteration 39Q: 3 clusters Score -61583.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -61584.359375 Penalty: 642.425171
	Iteration 40F: 3 clusters Score -61584.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -61587.578125 Penalty: 642.425171
	Iteration 41Q: 3 clusters Score -61587.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61590.792969 Penalty: 642.425171
	Iteration 42Q: 3 clusters Score -61590.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -61593.593750 Penalty: 642.425171
	Iteration 43Q: 3 clusters Score -61593.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -61594.289062 Penalty: 642.425171
	Iteration 44Q: 3 clusters Score -61594.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -61594.839844 Penalty: 642.425171
	Iteration 45Q: 3 clusters Score -61594.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -61596.214844 Penalty: 642.425171
	Iteration 46Q: 3 clusters Score -61596.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -61598.578125 Penalty: 642.425171
	Iteration 47Q: 3 clusters Score -61598.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61600.792969 Penalty: 642.425171
	Iteration 48Q: 3 clusters Score -61600.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -61601.230469 Penalty: 642.425171
	Iteration 49Q: 3 clusters Score -61601.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61601.265625 Penalty: 642.425171
	Iteration 50Q: 3 clusters Score -61601.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61601.265625 Penalty: 642.425171
	Iteration 51F: 3 clusters Score -61601.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -75945.132812 Penalty: 330.704132
	Iteration 0F: 2 clusters Score -75945.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -74887.132812 Penalty: 661.408264
	Iteration 0F: 3 clusters Score -74887.13 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -75328.906250 Penalty: 661.408264
	Iteration 1F: 3 clusters Score -75328.91 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -75431.585938 Penalty: 661.408264
	Iteration 2F: 3 clusters Score -75431.59 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -75495.812500 Penalty: 661.408264
	Iteration 3F: 3 clusters Score -75495.81 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -75530.906250 Penalty: 661.408264
	Iteration 4F: 3 clusters Score -75530.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -75564.351562 Penalty: 661.408264
	Iteration 5Q: 3 clusters Score -75564.35 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -75584.539062 Penalty: 661.408264
	Iteration 6Q: 3 clusters Score -75584.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -75593.460938 Penalty: 661.408264
	Iteration 7Q: 3 clusters Score -75593.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -75597.609375 Penalty: 661.408264
	Iteration 8Q: 3 clusters Score -75597.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -75602.382812 Penalty: 661.408264
	Iteration 9Q: 3 clusters Score -75602.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -75605.562500 Penalty: 661.408264
	Iteration 10Q: 3 clusters Score -75605.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -75609.648438 Penalty: 661.408264
	Iteration 11Q: 3 clusters Score -75609.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -75613.125000 Penalty: 661.408264
	Iteration 12Q: 3 clusters Score -75613.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -75615.132812 Penalty: 661.408264
	Iteration 13Q: 3 clusters Score -75615.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -75616.140625 Penalty: 661.408264
	Iteration 14Q: 3 clusters Score -75616.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -75618.648438 Penalty: 661.408264
	Iteration 15Q: 3 clusters Score -75618.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -75624.406250 Penalty: 661.408264
	Iteration 16Q: 3 clusters Score -75624.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -75628.140625 Penalty: 661.408264
	Iteration 17Q: 3 clusters Score -75628.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -75631.203125 Penalty: 661.408264
	Iteration 18Q: 3 clusters Score -75631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -75633.578125 Penalty: 661.408264
	Iteration 19Q: 3 clusters Score -75633.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -75637.671875 Penalty: 661.408264
	Iteration 20F: 3 clusters Score -75637.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -75645.117188 Penalty: 661.408264
	Iteration 21Q: 3 clusters Score -75645.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -75652.984375 Penalty: 661.408264
	Iteration 22Q: 3 clusters Score -75652.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -75659.265625 Penalty: 661.408264
	Iteration 23Q: 3 clusters Score -75659.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -75664.335938 Penalty: 661.408264
	Iteration 24Q: 3 clusters Score -75664.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -75673.289062 Penalty: 661.408264
	Iteration 25Q: 3 clusters Score -75673.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -75681.695312 Penalty: 661.408264
	Iteration 26Q: 3 clusters Score -75681.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -75684.164062 Penalty: 661.408264
	Iteration 27Q: 3 clusters Score -75684.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -75685.406250 Penalty: 661.408264
	Iteration 28Q: 3 clusters Score -75685.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -75685.609375 Penalty: 661.408264
	Iteration 29Q: 3 clusters Score -75685.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -75686.101562 Penalty: 661.408264
	Iteration 30Q: 3 clusters Score -75686.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -75687.000000 Penalty: 661.408264
	Iteration 31Q: 3 clusters Score -75687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -75687.554688 Penalty: 661.408264
	Iteration 32Q: 3 clusters Score -75687.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -75687.914062 Penalty: 661.408264
	Iteration 33Q: 3 clusters Score -75687.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -75688.218750 Penalty: 661.408264
	Iteration 34Q: 3 clusters Score -75688.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -75688.656250 Penalty: 661.408264
	Iteration 35Q: 3 clusters Score -75688.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -75689.421875 Penalty: 661.408264
	Iteration 36Q: 3 clusters Score -75689.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -75690.007812 Penalty: 661.408264
	Iteration 37Q: 3 clusters Score -75690.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75689.968750 Penalty: 661.408264
	Iteration 38Q: 3 clusters Score -75689.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -75690.164062 Penalty: 661.408264
	Iteration 39Q: 3 clusters Score -75690.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -75690.414062 Penalty: 661.408264
	Iteration 40F: 3 clusters Score -75690.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -10645.955078 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -10645.96 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 101 members 
Entering Unmasked Estep 
Score: -10384.319336 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -10384.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10475.024414 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -10475.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10510.800781 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -10510.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10551.040039 Penalty: 483.948914
	Iteration 3F: 3 clusters Score -10551.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10570.716797 Penalty: 483.948914
	Iteration 4Q: 3 clusters Score -10570.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10606.161133 Penalty: 483.948914
	Iteration 5Q: 3 clusters Score -10606.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10629.308594 Penalty: 483.948914
	Iteration 6Q: 3 clusters Score -10629.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10684.491211 Penalty: 483.948914
	Iteration 7Q: 3 clusters Score -10684.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10721.259766 Penalty: 483.948914
	Iteration 8Q: 3 clusters Score -10721.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10727.583984 Penalty: 483.948914
	Iteration 9Q: 3 clusters Score -10727.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10729.437500 Penalty: 483.948914
	Iteration 10Q: 3 clusters Score -10729.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10729.437500 Penalty: 483.948914
	Iteration 11F: 3 clusters Score -10729.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 114 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 218 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 412 members 
Mstep: Class 56 contains 90 members 
Entering Unmasked Estep 
Score: -10142335.000000 Penalty: 30953.005859
Splitting cluster 33 changes total score from -10142542.000000 to -10142335.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -39995.050781 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -39995.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -39361.832031 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -39361.83 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -39635.496094 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -39635.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39706.968750 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -39706.97 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39759.820312 Penalty: 604.821533
	Iteration 3F: 3 clusters Score -39759.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39789.902344 Penalty: 604.821533
	Iteration 4Q: 3 clusters Score -39789.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39804.296875 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -39804.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39811.351562 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -39811.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39819.210938 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -39819.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39825.058594 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -39825.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39833.656250 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -39833.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39837.570312 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -39837.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39839.332031 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -39839.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39842.343750 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -39842.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39842.343750 Penalty: 604.821533
	Iteration 13F: 3 clusters Score -39842.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -6139.567383 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -6139.567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5939.141602 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -5939.142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5997.831055 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -5997.831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6015.639648 Penalty: 426.912689
	Iteration 2Q: 3 clusters Score -6015.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6028.970703 Penalty: 426.912689
	Iteration 3Q: 3 clusters Score -6028.971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6030.178711 Penalty: 426.912689
	Iteration 4Q: 3 clusters Score -6030.179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6032.202148 Penalty: 426.912689
	Iteration 5Q: 3 clusters Score -6032.202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6032.202148 Penalty: 426.912689
	Iteration 6F: 3 clusters Score -6032.202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8091.927246 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8091.927 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 78 members 
Entering Unmasked Estep 
Score: -7832.515625 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -7832.516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7958.198242 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -7958.198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7978.825684 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -7978.826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7992.711426 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -7992.711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8005.247559 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -8005.248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8007.805664 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -8007.806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8008.946777 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -8008.947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8008.946777 Penalty: 466.280701
	Iteration 7F: 3 clusters Score -8008.947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -5086.154297 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -5086.154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4885.522949 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -4885.523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4952.640137 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -4952.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4989.237305 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -4989.237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5009.993652 Penalty: 436.416962
	Iteration 3F: 3 clusters Score -5009.994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5015.705566 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -5015.706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5016.628418 Penalty: 436.416962
	Iteration 5Q: 3 clusters Score -5016.628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5016.628418 Penalty: 436.416962
	Iteration 6F: 3 clusters Score -5016.628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -14554.055664 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -14554.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14235.146484 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -14235.15 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14331.806641 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -14331.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14354.989258 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -14354.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14363.722656 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -14363.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14368.435547 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -14368.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14375.151367 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -14375.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14383.259766 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -14383.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14386.541016 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -14386.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14393.494141 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -14393.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14399.084961 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -14399.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14400.573242 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -14400.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14400.944336 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -14400.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14401.541016 Penalty: 509.118713
	Iteration 12Q: 3 clusters Score -14401.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14401.849609 Penalty: 509.118713
	Iteration 13Q: 3 clusters Score -14401.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14402.242188 Penalty: 509.118713
	Iteration 14Q: 3 clusters Score -14402.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14403.254883 Penalty: 509.118713
	Iteration 15Q: 3 clusters Score -14403.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14403.957031 Penalty: 509.118713
	Iteration 16Q: 3 clusters Score -14403.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14405.422852 Penalty: 509.118713
	Iteration 17Q: 3 clusters Score -14405.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14405.422852 Penalty: 509.118713
	Iteration 18F: 3 clusters Score -14405.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -73180.148438 Penalty: 328.858643
	Iteration 0F: 2 clusters Score -73180.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -72142.617188 Penalty: 657.717285
	Iteration 0F: 3 clusters Score -72142.62 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -72467.679688 Penalty: 657.717285
	Iteration 1F: 3 clusters Score -72467.68 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -72542.781250 Penalty: 657.717285
	Iteration 2F: 3 clusters Score -72542.78 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -72596.445312 Penalty: 657.717285
	Iteration 3F: 3 clusters Score -72596.45 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -72651.492188 Penalty: 657.717285
	Iteration 4F: 3 clusters Score -72651.49 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -72687.515625 Penalty: 657.717285
	Iteration 5Q: 3 clusters Score -72687.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -72724.125000 Penalty: 657.717285
	Iteration 6Q: 3 clusters Score -72724.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -72757.851562 Penalty: 657.717285
	Iteration 7Q: 3 clusters Score -72757.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -72781.929688 Penalty: 657.717285
	Iteration 8Q: 3 clusters Score -72781.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -72798.601562 Penalty: 657.717285
	Iteration 9Q: 3 clusters Score -72798.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -72810.179688 Penalty: 657.717285
	Iteration 10Q: 3 clusters Score -72810.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -72816.789062 Penalty: 657.717285
	Iteration 11Q: 3 clusters Score -72816.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -72820.656250 Penalty: 657.717285
	Iteration 12Q: 3 clusters Score -72820.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -72825.140625 Penalty: 657.717285
	Iteration 13Q: 3 clusters Score -72825.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -72828.085938 Penalty: 657.717285
	Iteration 14Q: 3 clusters Score -72828.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -72831.734375 Penalty: 657.717285
	Iteration 15Q: 3 clusters Score -72831.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -72835.554688 Penalty: 657.717285
	Iteration 16Q: 3 clusters Score -72835.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -72841.328125 Penalty: 657.717285
	Iteration 17Q: 3 clusters Score -72841.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -72847.125000 Penalty: 657.717285
	Iteration 18Q: 3 clusters Score -72847.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -72854.140625 Penalty: 657.717285
	Iteration 19Q: 3 clusters Score -72854.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -72862.992188 Penalty: 657.717285
	Iteration 20F: 3 clusters Score -72862.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -72871.437500 Penalty: 657.717285
	Iteration 21Q: 3 clusters Score -72871.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -72878.320312 Penalty: 657.717285
	Iteration 22Q: 3 clusters Score -72878.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -72883.578125 Penalty: 657.717285
	Iteration 23Q: 3 clusters Score -72883.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -72885.796875 Penalty: 657.717285
	Iteration 24Q: 3 clusters Score -72885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -72887.320312 Penalty: 657.717285
	Iteration 25Q: 3 clusters Score -72887.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -72888.281250 Penalty: 657.717285
	Iteration 26Q: 3 clusters Score -72888.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -72889.320312 Penalty: 657.717285
	Iteration 27Q: 3 clusters Score -72889.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -72890.148438 Penalty: 657.717285
	Iteration 28Q: 3 clusters Score -72890.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -72890.328125 Penalty: 657.717285
	Iteration 29Q: 3 clusters Score -72890.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -72890.679688 Penalty: 657.717285
	Iteration 30Q: 3 clusters Score -72890.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -72890.648438 Penalty: 657.717285
	Iteration 31Q: 3 clusters Score -72890.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -72890.648438 Penalty: 657.717285
	Iteration 32F: 3 clusters Score -72890.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -26357.789062 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -26357.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25899.468750 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -25899.47 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26149.570312 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -26149.57 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26281.505859 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -26281.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26337.808594 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -26337.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26365.417969 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -26365.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26383.228516 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -26383.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26388.296875 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -26388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26389.498047 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -26389.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26390.351562 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -26390.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26390.351562 Penalty: 563.318665
	Iteration 9F: 3 clusters Score -26390.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 218 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 412 members 
Mstep: Class 56 contains 294 members 
Entering Unmasked Estep 
Score: -10142316.000000 Penalty: 30953.005859
Splitting cluster 40 changes total score from -10142542.000000 to -10142316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -8544.664062 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -8544.664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8311.840820 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -8311.841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8382.296875 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -8382.297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8419.002930 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -8419.003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8460.226562 Penalty: 462.407776
	Iteration 3F: 3 clusters Score -8460.227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8503.105469 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -8503.105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8519.426758 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -8519.427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8529.126953 Penalty: 462.407776
	Iteration 6Q: 3 clusters Score -8529.127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8542.773438 Penalty: 462.407776
	Iteration 7Q: 3 clusters Score -8542.773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8582.984375 Penalty: 462.407776
	Iteration 8Q: 3 clusters Score -8582.984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8697.872070 Penalty: 462.407776
	Iteration 9Q: 3 clusters Score -8697.872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8697.872070 Penalty: 462.407776
	Iteration 10F: 3 clusters Score -8697.872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 83 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 218 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 412 members 
Mstep: Class 56 contains 78 members 
Entering Unmasked Estep 
Score: -10142391.000000 Penalty: 30953.005859
Splitting cluster 41 changes total score from -10142542.000000 to -10142391.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -12046.530273 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -12046.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11743.882812 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -11743.88 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11849.740234 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -11849.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11892.571289 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -11892.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11914.006836 Penalty: 496.822296
	Iteration 3F: 3 clusters Score -11914.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11940.801758 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -11940.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11972.247070 Penalty: 496.822296
	Iteration 5F: 3 clusters Score -11972.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12005.158203 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -12005.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12032.254883 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -12032.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12063.620117 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -12063.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12100.570312 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -12100.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12110.507812 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -12110.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12116.695312 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -12116.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12116.695312 Penalty: 496.822296
	Iteration 12F: 3 clusters Score -12116.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 124 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 218 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 412 members 
Mstep: Class 56 contains 111 members 
Entering Unmasked Estep 
Score: -10142324.000000 Penalty: 30953.005859
Splitting cluster 42 changes total score from -10142542.000000 to -10142324.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -15700.990234 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -15700.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15362.252930 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -15362.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15434.451172 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -15434.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15468.453125 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -15468.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15482.295898 Penalty: 511.126190
	Iteration 3F: 3 clusters Score -15482.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15491.801758 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -15491.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15506.475586 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -15506.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15514.596680 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -15514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15522.983398 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -15522.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15531.484375 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -15531.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15534.670898 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -15534.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15539.434570 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -15539.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15547.714844 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -15547.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15554.506836 Penalty: 511.126190
	Iteration 12Q: 3 clusters Score -15554.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15557.397461 Penalty: 511.126190
	Iteration 13Q: 3 clusters Score -15557.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15561.225586 Penalty: 511.126190
	Iteration 14Q: 3 clusters Score -15561.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15563.903320 Penalty: 511.126190
	Iteration 15Q: 3 clusters Score -15563.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15563.903320 Penalty: 511.126190
	Iteration 16F: 3 clusters Score -15563.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (101714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101714 members 
Entering Unmasked Estep 
Score: -5857569.000000 Penalty: 524.611389
	Iteration 0F: 2 clusters Score -5857569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -5793465.500000 Penalty: 1049.222778
	Iteration 0F: 3 clusters Score -5793466 nChanged 49860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -5824439.500000 Penalty: 1049.222778
	Iteration 1F: 3 clusters Score -5824440 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -5827414.500000 Penalty: 1049.222778
	Iteration 2F: 3 clusters Score -5827414 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70770 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -5832624.500000 Penalty: 1049.222778
	Iteration 3F: 3 clusters Score -5832624 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -5839767.500000 Penalty: 1049.222778
	Iteration 4F: 3 clusters Score -5839768 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88041 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -5846520.500000 Penalty: 1049.222778
	Iteration 5F: 3 clusters Score -5846520 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94194 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -5851506.500000 Penalty: 1049.222778
	Iteration 6F: 3 clusters Score -5851506 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97733 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -5854438.500000 Penalty: 1049.222778
	Iteration 7Q: 3 clusters Score -5854438 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99607 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5856092.500000 Penalty: 1049.222778
	Iteration 8Q: 3 clusters Score -5856092 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100435 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5856969.500000 Penalty: 1049.222778
	Iteration 9Q: 3 clusters Score -5856970 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5857321.000000 Penalty: 1049.222778
	Iteration 10Q: 3 clusters Score -5857321 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100732 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5857396.500000 Penalty: 1049.222778
	Iteration 11Q: 3 clusters Score -5857396 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5857442.000000 Penalty: 1049.222778
	Iteration 12Q: 3 clusters Score -5857442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100794 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5857462.000000 Penalty: 1049.222778
	Iteration 13Q: 3 clusters Score -5857462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100815 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5857477.500000 Penalty: 1049.222778
	Iteration 14Q: 3 clusters Score -5857478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100823 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5857496.000000 Penalty: 1049.222778
	Iteration 15Q: 3 clusters Score -5857496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100827 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5857498.000000 Penalty: 1049.222778
	Iteration 16Q: 3 clusters Score -5857498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100835 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5857516.000000 Penalty: 1049.222778
	Iteration 17Q: 3 clusters Score -5857516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5857508.000000 Penalty: 1049.222778
	Iteration 18Q: 3 clusters Score -5857508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100848 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5857504.500000 Penalty: 1049.222778
	Iteration 19Q: 3 clusters Score -5857504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5857513.000000 Penalty: 1049.222778
	Iteration 20F: 3 clusters Score -5857513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100857 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5857517.500000 Penalty: 1049.222778
	Iteration 21Q: 3 clusters Score -5857518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100864 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5857510.500000 Penalty: 1049.222778
	Iteration 22Q: 3 clusters Score -5857510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5857520.000000 Penalty: 1049.222778
	Iteration 23Q: 3 clusters Score -5857520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5857521.000000 Penalty: 1049.222778
	Iteration 24Q: 3 clusters Score -5857521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100879 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5857522.000000 Penalty: 1049.222778
	Iteration 25Q: 3 clusters Score -5857522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100881 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5857520.500000 Penalty: 1049.222778
	Iteration 26Q: 3 clusters Score -5857520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100885 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5857531.500000 Penalty: 1049.222778
	Iteration 27Q: 3 clusters Score -5857532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100893 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5857535.500000 Penalty: 1049.222778
	Iteration 28Q: 3 clusters Score -5857536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5857543.500000 Penalty: 1049.222778
	Iteration 29Q: 3 clusters Score -5857544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100908 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5857551.000000 Penalty: 1049.222778
	Iteration 30Q: 3 clusters Score -5857551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5857548.500000 Penalty: 1049.222778
	Iteration 31Q: 3 clusters Score -5857548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5857541.000000 Penalty: 1049.222778
	Iteration 32Q: 3 clusters Score -5857541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100924 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5857539.000000 Penalty: 1049.222778
	Iteration 33Q: 3 clusters Score -5857539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5857531.500000 Penalty: 1049.222778
	Iteration 34Q: 3 clusters Score -5857532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100926 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5857531.000000 Penalty: 1049.222778
	Iteration 35Q: 3 clusters Score -5857531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100926 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5857531.000000 Penalty: 1049.222778
	Iteration 36F: 3 clusters Score -5857531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9207.963867 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9207.964 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 104 members 
Entering Unmasked Estep 
Score: -8940.258789 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -8940.259 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9048.000977 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9048.001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9061.723633 Penalty: 484.836731
	Iteration 2Q: 3 clusters Score -9061.724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9064.881836 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -9064.882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9067.055664 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9067.056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9070.054688 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9070.055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9074.019531 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9074.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9079.248047 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -9079.248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9079.540039 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -9079.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9079.540039 Penalty: 484.836731
	Iteration 9F: 3 clusters Score -9079.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -41814.222656 Penalty: 305.605072
	Iteration 0F: 2 clusters Score -41814.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -41160.449219 Penalty: 611.210144
	Iteration 0F: 3 clusters Score -41160.45 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -41484.589844 Penalty: 611.210144
	Iteration 1F: 3 clusters Score -41484.59 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41641.781250 Penalty: 611.210144
	Iteration 2F: 3 clusters Score -41641.78 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41730.515625 Penalty: 611.210144
	Iteration 3F: 3 clusters Score -41730.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41800.792969 Penalty: 611.210144
	Iteration 4F: 3 clusters Score -41800.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41857.632812 Penalty: 611.210144
	Iteration 5F: 3 clusters Score -41857.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -41886.558594 Penalty: 611.210144
	Iteration 6Q: 3 clusters Score -41886.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -41912.781250 Penalty: 611.210144
	Iteration 7Q: 3 clusters Score -41912.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -41929.511719 Penalty: 611.210144
	Iteration 8Q: 3 clusters Score -41929.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -41939.679688 Penalty: 611.210144
	Iteration 9Q: 3 clusters Score -41939.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -41943.710938 Penalty: 611.210144
	Iteration 10Q: 3 clusters Score -41943.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -41945.878906 Penalty: 611.210144
	Iteration 11Q: 3 clusters Score -41945.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -41946.644531 Penalty: 611.210144
	Iteration 12Q: 3 clusters Score -41946.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -41949.089844 Penalty: 611.210144
	Iteration 13Q: 3 clusters Score -41949.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -41952.195312 Penalty: 611.210144
	Iteration 14Q: 3 clusters Score -41952.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -41952.195312 Penalty: 611.210144
	Iteration 15F: 3 clusters Score -41952.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 753 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 218 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 412 members 
Mstep: Class 56 contains 73 members 
Entering Unmasked Estep 
Score: -10142458.000000 Penalty: 30953.005859
Splitting cluster 46 changes total score from -10142542.000000 to -10142458.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -43444.132812 Penalty: 305.549957
	Iteration 0F: 2 clusters Score -43444.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -42750.906250 Penalty: 611.099915
	Iteration 0F: 3 clusters Score -42750.91 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -42969.054688 Penalty: 611.099915
	Iteration 1F: 3 clusters Score -42969.05 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43028.742188 Penalty: 611.099915
	Iteration 2F: 3 clusters Score -43028.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43068.210938 Penalty: 611.099915
	Iteration 3F: 3 clusters Score -43068.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43111.902344 Penalty: 611.099915
	Iteration 4F: 3 clusters Score -43111.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43137.203125 Penalty: 611.099915
	Iteration 5Q: 3 clusters Score -43137.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43149.937500 Penalty: 611.099915
	Iteration 6Q: 3 clusters Score -43149.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43160.621094 Penalty: 611.099915
	Iteration 7Q: 3 clusters Score -43160.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43171.730469 Penalty: 611.099915
	Iteration 8Q: 3 clusters Score -43171.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43178.523438 Penalty: 611.099915
	Iteration 9Q: 3 clusters Score -43178.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43181.937500 Penalty: 611.099915
	Iteration 10Q: 3 clusters Score -43181.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43183.347656 Penalty: 611.099915
	Iteration 11Q: 3 clusters Score -43183.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43184.308594 Penalty: 611.099915
	Iteration 12Q: 3 clusters Score -43184.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43184.308594 Penalty: 611.099915
	Iteration 13F: 3 clusters Score -43184.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -17239.583984 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -17239.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16878.058594 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -16878.06 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17012.537109 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -17012.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17116.169922 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -17116.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17166.343750 Penalty: 525.766357
	Iteration 3F: 3 clusters Score -17166.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17216.869141 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -17216.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17234.050781 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -17234.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17238.947266 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -17238.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17242.662109 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -17242.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17242.662109 Penalty: 525.766357
	Iteration 8F: 3 clusters Score -17242.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 136 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4999 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 218 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 412 members 
Mstep: Class 56 contains 187 members 
Entering Unmasked Estep 
Score: -10142281.000000 Penalty: 30953.005859
Splitting cluster 48 changes total score from -10142542.000000 to -10142281.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -13899.560547 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -13899.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13568.376953 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -13568.38 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13649.454102 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -13649.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13691.865234 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -13691.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13727.970703 Penalty: 500.985168
	Iteration 3F: 3 clusters Score -13727.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13763.206055 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -13763.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13788.251953 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -13788.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13792.272461 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -13792.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13792.272461 Penalty: 500.985168
	Iteration 7F: 3 clusters Score -13792.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Entering Unmasked Estep 
Score: -263514.875000 Penalty: 387.523193
	Iteration 0F: 2 clusters Score -263514.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -260113.343750 Penalty: 775.046387
	Iteration 0F: 3 clusters Score -260113.3 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -261585.984375 Penalty: 775.046387
	Iteration 1F: 3 clusters Score -261586 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -261741.062500 Penalty: 775.046387
	Iteration 2F: 3 clusters Score -261741.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -261878.437500 Penalty: 775.046387
	Iteration 3F: 3 clusters Score -261878.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -261999.921875 Penalty: 775.046387
	Iteration 4Q: 3 clusters Score -261999.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -262121.890625 Penalty: 775.046387
	Iteration 5Q: 3 clusters Score -262121.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -262264.968750 Penalty: 775.046387
	Iteration 6Q: 3 clusters Score -262265 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -262398.000000 Penalty: 775.046387
	Iteration 7Q: 3 clusters Score -262398 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -262550.343750 Penalty: 775.046387
	Iteration 8Q: 3 clusters Score -262550.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -262672.406250 Penalty: 775.046387
	Iteration 9Q: 3 clusters Score -262672.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -262773.437500 Penalty: 775.046387
	Iteration 10Q: 3 clusters Score -262773.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -262876.968750 Penalty: 775.046387
	Iteration 11Q: 3 clusters Score -262877 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -263001.187500 Penalty: 775.046387
	Iteration 12Q: 3 clusters Score -263001.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -263171.000000 Penalty: 775.046387
	Iteration 13Q: 3 clusters Score -263171 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -263307.718750 Penalty: 775.046387
	Iteration 14Q: 3 clusters Score -263307.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -263428.343750 Penalty: 775.046387
	Iteration 15Q: 3 clusters Score -263428.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -263544.656250 Penalty: 775.046387
	Iteration 16Q: 3 clusters Score -263544.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -263632.937500 Penalty: 775.046387
	Iteration 17Q: 3 clusters Score -263632.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -263687.093750 Penalty: 775.046387
	Iteration 18Q: 3 clusters Score -263687.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -263735.781250 Penalty: 775.046387
	Iteration 19Q: 3 clusters Score -263735.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -263798.125000 Penalty: 775.046387
	Iteration 20F: 3 clusters Score -263798.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -263882.343750 Penalty: 775.046387
	Iteration 21Q: 3 clusters Score -263882.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -263950.656250 Penalty: 775.046387
	Iteration 22Q: 3 clusters Score -263950.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -264022.562500 Penalty: 775.046387
	Iteration 23Q: 3 clusters Score -264022.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -264116.187500 Penalty: 775.046387
	Iteration 24Q: 3 clusters Score -264116.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -264170.031250 Penalty: 775.046387
	Iteration 25Q: 3 clusters Score -264170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -264223.343750 Penalty: 775.046387
	Iteration 26Q: 3 clusters Score -264223.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -264270.031250 Penalty: 775.046387
	Iteration 27Q: 3 clusters Score -264270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -264321.656250 Penalty: 775.046387
	Iteration 28Q: 3 clusters Score -264321.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -264359.062500 Penalty: 775.046387
	Iteration 29Q: 3 clusters Score -264359.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -264417.281250 Penalty: 775.046387
	Iteration 30Q: 3 clusters Score -264417.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -264459.593750 Penalty: 775.046387
	Iteration 31Q: 3 clusters Score -264459.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -264468.687500 Penalty: 775.046387
	Iteration 32Q: 3 clusters Score -264468.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -264506.687500 Penalty: 775.046387
	Iteration 33F: 3 clusters Score -264506.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -264564.031250 Penalty: 775.046387
	Iteration 34Q: 3 clusters Score -264564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -264580.250000 Penalty: 775.046387
	Iteration 35Q: 3 clusters Score -264580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -264582.125000 Penalty: 775.046387
	Iteration 36Q: 3 clusters Score -264582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -264583.718750 Penalty: 775.046387
	Iteration 37Q: 3 clusters Score -264583.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -264582.812500 Penalty: 775.046387
	Iteration 38Q: 3 clusters Score -264582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -264584.031250 Penalty: 775.046387
	Iteration 39Q: 3 clusters Score -264584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -264584.031250 Penalty: 775.046387
	Iteration 40F: 3 clusters Score -264584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4630 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 218 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 412 members 
Mstep: Class 56 contains 369 members 
Entering Unmasked Estep 
Score: -10143463.000000 Penalty: 30953.005859
Splitting cluster 50 changes total score from -10142542.000000 to -10143463.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 51 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -5495.285645 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -5495.286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5321.998535 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -5321.999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5396.038574 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -5396.039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5417.229004 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -5417.229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5444.163086 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -5444.163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5469.485840 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -5469.486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5471.192383 Penalty: 431.788818
	Iteration 5Q: 3 clusters Score -5471.192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5471.192383 Penalty: 431.788818
	Iteration 6F: 3 clusters Score -5471.192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -14737.677734 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -14737.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14415.249023 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -14415.25 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14625.839844 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -14625.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14674.691406 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -14674.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14718.916992 Penalty: 521.143127
	Iteration 3Q: 3 clusters Score -14718.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14738.237305 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -14738.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14762.340820 Penalty: 521.143127
	Iteration 5Q: 3 clusters Score -14762.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14786.266602 Penalty: 521.143127
	Iteration 6Q: 3 clusters Score -14786.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14801.010742 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -14801.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -14810.273438 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -14810.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14818.706055 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -14818.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14822.292969 Penalty: 521.143127
	Iteration 10Q: 3 clusters Score -14822.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14822.292969 Penalty: 521.143127
	Iteration 11F: 3 clusters Score -14822.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4630 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 70 members 
Mstep: Class 53 contains 218 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 412 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 237 members 
Entering Unmasked Estep 
Score: -10143257.000000 Penalty: 31505.738281
Splitting cluster 52 changes total score from -10142542.000000 to -10143257.000000
So it's getting split into cluster 57.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37529 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 161 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 826 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4630 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 70 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10143532.000000 Penalty: 31505.738281
Iteration 240F: 58 clusters Score -1.014353e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 655 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 895 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2479 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 310 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1432 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 767 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 160 members 
Mstep: Class 42 contains 237 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 814 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 327 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4612 members 
Mstep: Class 51 contains 107 members 
Mstep: Class 52 contains 69 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 332 members 
Mstep: Class 55 contains 402 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10143764.000000 Penalty: 31505.738281
Iteration 241Q: 58 clusters Score -1.014376e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 189 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 655 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 905 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 249 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 375 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 308 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 766 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 236 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 801 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 329 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4595 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 67 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 351 members 
Mstep: Class 55 contains 399 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10143896.000000 Penalty: 31505.738281
Iteration 242Q: 58 clusters Score -1.01439e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 187 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 655 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1415 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 763 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 332 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4578 members 
Mstep: Class 51 contains 104 members 
Mstep: Class 52 contains 68 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 364 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10143953.000000 Penalty: 31505.738281
Iteration 243Q: 58 clusters Score -1.014395e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 186 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 655 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 918 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 249 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 372 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1412 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 761 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 332 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4557 members 
Mstep: Class 51 contains 104 members 
Mstep: Class 52 contains 68 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144005.000000 Penalty: 31505.738281
Iteration 244Q: 58 clusters Score -1.0144e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 185 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 920 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 249 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 371 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1409 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 759 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 796 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 334 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4541 members 
Mstep: Class 51 contains 104 members 
Mstep: Class 52 contains 70 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 379 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144028.000000 Penalty: 31505.738281
Iteration 245Q: 58 clusters Score -1.014403e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 923 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 249 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 372 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1410 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 759 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 334 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4526 members 
Mstep: Class 51 contains 103 members 
Mstep: Class 52 contains 70 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 382 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144040.000000 Penalty: 31505.738281
Iteration 246Q: 58 clusters Score -1.014404e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1409 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 759 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4516 members 
Mstep: Class 51 contains 103 members 
Mstep: Class 52 contains 72 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144059.000000 Penalty: 31505.738281
Iteration 247Q: 58 clusters Score -1.014406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 376 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 306 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1409 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 759 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4498 members 
Mstep: Class 51 contains 103 members 
Mstep: Class 52 contains 73 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 392 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144078.000000 Penalty: 31505.738281
Iteration 248Q: 58 clusters Score -1.014408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 376 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 305 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1404 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4490 members 
Mstep: Class 51 contains 103 members 
Mstep: Class 52 contains 74 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 394 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144100.000000 Penalty: 31505.738281
Iteration 249Q: 58 clusters Score -1.01441e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 929 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 377 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1402 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 796 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4479 members 
Mstep: Class 51 contains 103 members 
Mstep: Class 52 contains 75 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 396 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 395 members 
Mstep: Class 57 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144115.000000 Penalty: 31505.738281
Iteration 250Q: 58 clusters Score -1.014412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 931 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 377 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1400 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4472 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 75 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144118.000000 Penalty: 31505.738281
Iteration 251Q: 58 clusters Score -1.014412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 932 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 377 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 754 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4465 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 75 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144119.000000 Penalty: 31505.738281
Iteration 252Q: 58 clusters Score -1.014412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 932 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 377 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1399 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 754 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4458 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 75 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 403 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144121.000000 Penalty: 31505.738281
Iteration 253Q: 58 clusters Score -1.014412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 931 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 377 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1400 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4450 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 75 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 403 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144113.000000 Penalty: 31505.738281
Iteration 254Q: 58 clusters Score -1.014411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 932 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 378 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 796 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4446 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 75 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 403 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144111.000000 Penalty: 31505.738281
Iteration 255Q: 58 clusters Score -1.014411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 378 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1402 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 796 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4443 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 75 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 403 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144123.000000 Penalty: 31505.738281
Iteration 256Q: 58 clusters Score -1.014412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 378 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 796 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4440 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 75 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 403 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144129.000000 Penalty: 31505.738281
Iteration 257Q: 58 clusters Score -1.014413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2611 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 378 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 195 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 796 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4438 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 75 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 403 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144140.000000 Penalty: 31505.738281
Iteration 258Q: 58 clusters Score -1.014414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 943 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2614 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 378 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1400 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 796 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4432 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 75 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 403 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144140.000000 Penalty: 31505.738281
Iteration 259Q: 58 clusters Score -1.014414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 378 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1400 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 796 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4429 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 75 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 403 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144141.000000 Penalty: 31505.738281
Iteration 260F: 58 clusters Score -1.014414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4425 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 76 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 403 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144153.000000 Penalty: 31505.738281
Iteration 261Q: 58 clusters Score -1.014415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4422 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144147.000000 Penalty: 31505.738281
Iteration 262Q: 58 clusters Score -1.014415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144145.000000 Penalty: 31505.738281
Iteration 263Q: 58 clusters Score -1.014414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10144145.000000 Penalty: 31505.738281
Iteration 264F: 58 clusters Score -1.014414e+07 nChanged 0
Entering ConstructFrom: 
Score: -10144145.000000 Penalty: 31505.738281
Entering ConstructFrom: 
Trying to split cluster 1 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -10985.024414 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -10985.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10686.160156 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -10686.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10751.648438 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -10751.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10799.435547 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -10799.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10826.355469 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -10826.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10842.061523 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -10842.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10849.930664 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -10849.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10865.318359 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -10865.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10873.518555 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -10873.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10881.954102 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -10881.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10886.260742 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -10886.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10909.811523 Penalty: 487.449371
	Iteration 10Q: 3 clusters Score -10909.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10922.278320 Penalty: 487.449371
	Iteration 11Q: 3 clusters Score -10922.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10924.646484 Penalty: 487.449371
	Iteration 12Q: 3 clusters Score -10924.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10925.897461 Penalty: 487.449371
	Iteration 13Q: 3 clusters Score -10925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10926.391602 Penalty: 487.449371
	Iteration 14Q: 3 clusters Score -10926.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10926.391602 Penalty: 487.449371
	Iteration 15F: 3 clusters Score -10926.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -7759.814453 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -7759.814 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 105 members 
Entering Unmasked Estep 
Score: -7535.859375 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -7535.859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7636.026367 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -7636.026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7671.242676 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -7671.243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7699.581055 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -7699.581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7703.111328 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -7703.111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7706.009277 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -7706.009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7706.009277 Penalty: 474.559143
	Iteration 6F: 3 clusters Score -7706.009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -9553.255859 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -9553.256 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 93 members 
Entering Unmasked Estep 
Score: -9274.587891 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -9274.588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9325.979492 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -9325.979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9365.455078 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -9365.455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9517.897461 Penalty: 472.052094
	Iteration 3F: 3 clusters Score -9517.897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9566.288086 Penalty: 472.052094
	Iteration 4F: 3 clusters Score -9566.288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9614.999023 Penalty: 472.052094
	Iteration 5F: 3 clusters Score -9614.999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9635.737305 Penalty: 472.052094
	Iteration 6F: 3 clusters Score -9635.737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9652.223633 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -9652.224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9659.904297 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -9659.904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9662.276367 Penalty: 472.052094
	Iteration 9Q: 3 clusters Score -9662.276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9663.962891 Penalty: 472.052094
	Iteration 10Q: 3 clusters Score -9663.963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9663.962891 Penalty: 472.052094
	Iteration 11F: 3 clusters Score -9663.963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 35 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Mstep: Class 58 contains 144 members 
Entering Unmasked Estep 
Score: -10143933.000000 Penalty: 32058.470703
Splitting cluster 3 changes total score from -10144145.000000 to -10143933.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (37519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Entering Unmasked Estep 
Score: -2010040.250000 Penalty: 479.233398
	Iteration 0F: 2 clusters Score -2010040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -1984918.625000 Penalty: 958.466797
	Iteration 0F: 3 clusters Score -1984919 nChanged 18192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -1996198.750000 Penalty: 958.466797
	Iteration 1F: 3 clusters Score -1996199 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -1997533.375000 Penalty: 958.466797
	Iteration 2F: 3 clusters Score -1997533 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -1999225.375000 Penalty: 958.466797
	Iteration 3F: 3 clusters Score -1999225 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2000944.250000 Penalty: 958.466797
	Iteration 4F: 3 clusters Score -2000944 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2002511.500000 Penalty: 958.466797
	Iteration 5F: 3 clusters Score -2002512 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -2003723.750000 Penalty: 958.466797
	Iteration 6F: 3 clusters Score -2003724 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -2004575.375000 Penalty: 958.466797
	Iteration 7Q: 3 clusters Score -2004575 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -2005066.500000 Penalty: 958.466797
	Iteration 8Q: 3 clusters Score -2005066 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -2005362.000000 Penalty: 958.466797
	Iteration 9Q: 3 clusters Score -2005362 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -2005542.500000 Penalty: 958.466797
	Iteration 10Q: 3 clusters Score -2005542 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -2005704.125000 Penalty: 958.466797
	Iteration 11Q: 3 clusters Score -2005704 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -2005855.250000 Penalty: 958.466797
	Iteration 12Q: 3 clusters Score -2005855 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -2006027.125000 Penalty: 958.466797
	Iteration 13Q: 3 clusters Score -2006027 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -2006195.750000 Penalty: 958.466797
	Iteration 14Q: 3 clusters Score -2006196 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -2006392.625000 Penalty: 958.466797
	Iteration 15Q: 3 clusters Score -2006393 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -2006589.500000 Penalty: 958.466797
	Iteration 16Q: 3 clusters Score -2006590 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -2006805.500000 Penalty: 958.466797
	Iteration 17Q: 3 clusters Score -2006806 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -2007002.750000 Penalty: 958.466797
	Iteration 18Q: 3 clusters Score -2007003 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -2007209.500000 Penalty: 958.466797
	Iteration 19Q: 3 clusters Score -2007210 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -2007410.750000 Penalty: 958.466797
	Iteration 20F: 3 clusters Score -2007411 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -2007664.375000 Penalty: 958.466797
	Iteration 21Q: 3 clusters Score -2007664 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -2007926.000000 Penalty: 958.466797
	Iteration 22Q: 3 clusters Score -2007926 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -2008153.125000 Penalty: 958.466797
	Iteration 23Q: 3 clusters Score -2008153 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -2008347.250000 Penalty: 958.466797
	Iteration 24Q: 3 clusters Score -2008347 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -2008518.375000 Penalty: 958.466797
	Iteration 25Q: 3 clusters Score -2008518 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -2008648.375000 Penalty: 958.466797
	Iteration 26Q: 3 clusters Score -2008648 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -2008745.625000 Penalty: 958.466797
	Iteration 27Q: 3 clusters Score -2008746 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -2008832.625000 Penalty: 958.466797
	Iteration 28Q: 3 clusters Score -2008833 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -2008909.750000 Penalty: 958.466797
	Iteration 29Q: 3 clusters Score -2008910 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -2008982.375000 Penalty: 958.466797
	Iteration 30Q: 3 clusters Score -2008982 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -2009035.000000 Penalty: 958.466797
	Iteration 31Q: 3 clusters Score -2009035 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -2009094.750000 Penalty: 958.466797
	Iteration 32Q: 3 clusters Score -2009095 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -2009166.000000 Penalty: 958.466797
	Iteration 33Q: 3 clusters Score -2009166 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -2009225.875000 Penalty: 958.466797
	Iteration 34Q: 3 clusters Score -2009226 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -2009283.875000 Penalty: 958.466797
	Iteration 35Q: 3 clusters Score -2009284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -2009329.250000 Penalty: 958.466797
	Iteration 36Q: 3 clusters Score -2009329 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -2009358.375000 Penalty: 958.466797
	Iteration 37Q: 3 clusters Score -2009358 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -2009381.625000 Penalty: 958.466797
	Iteration 38Q: 3 clusters Score -2009382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -2009399.625000 Penalty: 958.466797
	Iteration 39Q: 3 clusters Score -2009400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -2009422.875000 Penalty: 958.466797
	Iteration 40F: 3 clusters Score -2009423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -2009436.250000 Penalty: 958.466797
	Iteration 41Q: 3 clusters Score -2009436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -2009444.500000 Penalty: 958.466797
	Iteration 42Q: 3 clusters Score -2009444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -2009450.500000 Penalty: 958.466797
	Iteration 43Q: 3 clusters Score -2009450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -2009459.375000 Penalty: 958.466797
	Iteration 44Q: 3 clusters Score -2009459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -2009467.750000 Penalty: 958.466797
	Iteration 45Q: 3 clusters Score -2009468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -2009472.500000 Penalty: 958.466797
	Iteration 46Q: 3 clusters Score -2009472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -2009480.375000 Penalty: 958.466797
	Iteration 47Q: 3 clusters Score -2009480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -2009489.625000 Penalty: 958.466797
	Iteration 48Q: 3 clusters Score -2009490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -2009495.875000 Penalty: 958.466797
	Iteration 49Q: 3 clusters Score -2009496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -2009509.625000 Penalty: 958.466797
	Iteration 50Q: 3 clusters Score -2009510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -2009520.125000 Penalty: 958.466797
	Iteration 51Q: 3 clusters Score -2009520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -2009527.500000 Penalty: 958.466797
	Iteration 52Q: 3 clusters Score -2009528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -2009535.125000 Penalty: 958.466797
	Iteration 53Q: 3 clusters Score -2009535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -2009541.250000 Penalty: 958.466797
	Iteration 54Q: 3 clusters Score -2009541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -2009550.375000 Penalty: 958.466797
	Iteration 55Q: 3 clusters Score -2009550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -2009557.750000 Penalty: 958.466797
	Iteration 56Q: 3 clusters Score -2009558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -2009568.000000 Penalty: 958.466797
	Iteration 57Q: 3 clusters Score -2009568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -2009570.375000 Penalty: 958.466797
	Iteration 58Q: 3 clusters Score -2009570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -2009575.500000 Penalty: 958.466797
	Iteration 59Q: 3 clusters Score -2009576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -2009578.500000 Penalty: 958.466797
	Iteration 60F: 3 clusters Score -2009578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -2009584.750000 Penalty: 958.466797
	Iteration 61Q: 3 clusters Score -2009585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -2009588.125000 Penalty: 958.466797
	Iteration 62Q: 3 clusters Score -2009588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -2009594.625000 Penalty: 958.466797
	Iteration 63Q: 3 clusters Score -2009595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -2009598.375000 Penalty: 958.466797
	Iteration 64Q: 3 clusters Score -2009598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -2009603.250000 Penalty: 958.466797
	Iteration 65Q: 3 clusters Score -2009603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -2009607.125000 Penalty: 958.466797
	Iteration 66Q: 3 clusters Score -2009607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -2009612.750000 Penalty: 958.466797
	Iteration 67Q: 3 clusters Score -2009613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -2009621.125000 Penalty: 958.466797
	Iteration 68Q: 3 clusters Score -2009621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -2009624.500000 Penalty: 958.466797
	Iteration 69Q: 3 clusters Score -2009624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -2009625.500000 Penalty: 958.466797
	Iteration 70Q: 3 clusters Score -2009626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -2009626.875000 Penalty: 958.466797
	Iteration 71Q: 3 clusters Score -2009627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -2009628.375000 Penalty: 958.466797
	Iteration 72Q: 3 clusters Score -2009628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -2009629.250000 Penalty: 958.466797
	Iteration 73Q: 3 clusters Score -2009629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -2009629.250000 Penalty: 958.466797
	Iteration 74F: 3 clusters Score -2009629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -12765.173828 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -12765.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12466.713867 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -12466.71 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12612.897461 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -12612.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12701.343750 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -12701.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12750.587891 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -12750.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12776.125977 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -12776.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12778.882812 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -12778.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12779.630859 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -12779.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12779.630859 Penalty: 502.088196
	Iteration 7F: 3 clusters Score -12779.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 163 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Mstep: Class 58 contains 86 members 
Entering Unmasked Estep 
Score: -10143858.000000 Penalty: 32058.470703
Splitting cluster 5 changes total score from -10144145.000000 to -10143858.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -185534.437500 Penalty: 366.912354
	Iteration 0F: 2 clusters Score -185534.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -183316.953125 Penalty: 733.824707
	Iteration 0F: 3 clusters Score -183317 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -184171.046875 Penalty: 733.824707
	Iteration 1F: 3 clusters Score -184171 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -184294.890625 Penalty: 733.824707
	Iteration 2F: 3 clusters Score -184294.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -184382.046875 Penalty: 733.824707
	Iteration 3F: 3 clusters Score -184382 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -184458.750000 Penalty: 733.824707
	Iteration 4Q: 3 clusters Score -184458.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -184563.218750 Penalty: 733.824707
	Iteration 5Q: 3 clusters Score -184563.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -184651.593750 Penalty: 733.824707
	Iteration 6Q: 3 clusters Score -184651.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -184736.312500 Penalty: 733.824707
	Iteration 7Q: 3 clusters Score -184736.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -184833.328125 Penalty: 733.824707
	Iteration 8Q: 3 clusters Score -184833.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -184936.890625 Penalty: 733.824707
	Iteration 9Q: 3 clusters Score -184936.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -185025.984375 Penalty: 733.824707
	Iteration 10Q: 3 clusters Score -185026 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -185087.390625 Penalty: 733.824707
	Iteration 11Q: 3 clusters Score -185087.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -185109.046875 Penalty: 733.824707
	Iteration 12Q: 3 clusters Score -185109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -185120.750000 Penalty: 733.824707
	Iteration 13Q: 3 clusters Score -185120.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -185128.125000 Penalty: 733.824707
	Iteration 14Q: 3 clusters Score -185128.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -185134.968750 Penalty: 733.824707
	Iteration 15Q: 3 clusters Score -185135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -185142.250000 Penalty: 733.824707
	Iteration 16Q: 3 clusters Score -185142.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -185146.781250 Penalty: 733.824707
	Iteration 17Q: 3 clusters Score -185146.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -185149.015625 Penalty: 733.824707
	Iteration 18Q: 3 clusters Score -185149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -185149.718750 Penalty: 733.824707
	Iteration 19Q: 3 clusters Score -185149.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -185150.234375 Penalty: 733.824707
	Iteration 20F: 3 clusters Score -185150.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -185151.156250 Penalty: 733.824707
	Iteration 21Q: 3 clusters Score -185151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -185151.437500 Penalty: 733.824707
	Iteration 22Q: 3 clusters Score -185151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -185152.203125 Penalty: 733.824707
	Iteration 23Q: 3 clusters Score -185152.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -185152.593750 Penalty: 733.824707
	Iteration 24Q: 3 clusters Score -185152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -185152.781250 Penalty: 733.824707
	Iteration 25Q: 3 clusters Score -185152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -185153.453125 Penalty: 733.824707
	Iteration 26Q: 3 clusters Score -185153.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -185153.234375 Penalty: 733.824707
	Iteration 27Q: 3 clusters Score -185153.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -185153.671875 Penalty: 733.824707
	Iteration 28Q: 3 clusters Score -185153.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -185155.109375 Penalty: 733.824707
	Iteration 29Q: 3 clusters Score -185155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -185155.078125 Penalty: 733.824707
	Iteration 30Q: 3 clusters Score -185155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -185155.234375 Penalty: 733.824707
	Iteration 31Q: 3 clusters Score -185155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -185154.968750 Penalty: 733.824707
	Iteration 32Q: 3 clusters Score -185155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -185154.968750 Penalty: 733.824707
	Iteration 33F: 3 clusters Score -185155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Entering Unmasked Estep 
Score: -376052.062500 Penalty: 403.042847
	Iteration 0F: 2 clusters Score -376052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -371356.906250 Penalty: 806.085693
	Iteration 0F: 3 clusters Score -371356.9 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -373211.281250 Penalty: 806.085693
	Iteration 1F: 3 clusters Score -373211.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -373455.687500 Penalty: 806.085693
	Iteration 2F: 3 clusters Score -373455.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -373816.156250 Penalty: 806.085693
	Iteration 3F: 3 clusters Score -373816.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -374283.000000 Penalty: 806.085693
	Iteration 4F: 3 clusters Score -374283 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -374753.187500 Penalty: 806.085693
	Iteration 5F: 3 clusters Score -374753.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -375081.250000 Penalty: 806.085693
	Iteration 6F: 3 clusters Score -375081.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -375312.375000 Penalty: 806.085693
	Iteration 7Q: 3 clusters Score -375312.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -375466.750000 Penalty: 806.085693
	Iteration 8Q: 3 clusters Score -375466.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -375566.843750 Penalty: 806.085693
	Iteration 9Q: 3 clusters Score -375566.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -375650.093750 Penalty: 806.085693
	Iteration 10Q: 3 clusters Score -375650.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -375722.750000 Penalty: 806.085693
	Iteration 11Q: 3 clusters Score -375722.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -375781.687500 Penalty: 806.085693
	Iteration 12Q: 3 clusters Score -375781.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -375824.625000 Penalty: 806.085693
	Iteration 13Q: 3 clusters Score -375824.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -375851.718750 Penalty: 806.085693
	Iteration 14Q: 3 clusters Score -375851.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -375867.750000 Penalty: 806.085693
	Iteration 15Q: 3 clusters Score -375867.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -375879.437500 Penalty: 806.085693
	Iteration 16Q: 3 clusters Score -375879.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -375884.750000 Penalty: 806.085693
	Iteration 17Q: 3 clusters Score -375884.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -375887.187500 Penalty: 806.085693
	Iteration 18Q: 3 clusters Score -375887.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -375888.156250 Penalty: 806.085693
	Iteration 19Q: 3 clusters Score -375888.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -375890.156250 Penalty: 806.085693
	Iteration 20F: 3 clusters Score -375890.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -375892.156250 Penalty: 806.085693
	Iteration 21Q: 3 clusters Score -375892.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -375894.843750 Penalty: 806.085693
	Iteration 22Q: 3 clusters Score -375894.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -375898.687500 Penalty: 806.085693
	Iteration 23Q: 3 clusters Score -375898.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -375902.875000 Penalty: 806.085693
	Iteration 24Q: 3 clusters Score -375902.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -375907.406250 Penalty: 806.085693
	Iteration 25Q: 3 clusters Score -375907.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -375909.375000 Penalty: 806.085693
	Iteration 26Q: 3 clusters Score -375909.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -375911.343750 Penalty: 806.085693
	Iteration 27Q: 3 clusters Score -375911.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -375914.656250 Penalty: 806.085693
	Iteration 28Q: 3 clusters Score -375914.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -375915.687500 Penalty: 806.085693
	Iteration 29Q: 3 clusters Score -375915.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -375916.406250 Penalty: 806.085693
	Iteration 30Q: 3 clusters Score -375916.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -375917.718750 Penalty: 806.085693
	Iteration 31Q: 3 clusters Score -375917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -375917.406250 Penalty: 806.085693
	Iteration 32Q: 3 clusters Score -375917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -375916.906250 Penalty: 806.085693
	Iteration 33Q: 3 clusters Score -375916.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -375916.906250 Penalty: 806.085693
	Iteration 34F: 3 clusters Score -375916.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -71838.242188 Penalty: 329.089355
	Iteration 0F: 2 clusters Score -71838.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -70788.984375 Penalty: 658.178711
	Iteration 0F: 3 clusters Score -70788.98 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -71103.132812 Penalty: 658.178711
	Iteration 1F: 3 clusters Score -71103.13 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -71168.007812 Penalty: 658.178711
	Iteration 2F: 3 clusters Score -71168.01 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -71212.125000 Penalty: 658.178711
	Iteration 3F: 3 clusters Score -71212.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -71246.984375 Penalty: 658.178711
	Iteration 4Q: 3 clusters Score -71246.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -71272.062500 Penalty: 658.178711
	Iteration 5Q: 3 clusters Score -71272.06 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -71296.640625 Penalty: 658.178711
	Iteration 6Q: 3 clusters Score -71296.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -71320.843750 Penalty: 658.178711
	Iteration 7Q: 3 clusters Score -71320.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -71337.453125 Penalty: 658.178711
	Iteration 8Q: 3 clusters Score -71337.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -71356.835938 Penalty: 658.178711
	Iteration 9Q: 3 clusters Score -71356.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -71384.812500 Penalty: 658.178711
	Iteration 10Q: 3 clusters Score -71384.81 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -71411.953125 Penalty: 658.178711
	Iteration 11Q: 3 clusters Score -71411.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -71434.984375 Penalty: 658.178711
	Iteration 12Q: 3 clusters Score -71434.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -71451.351562 Penalty: 658.178711
	Iteration 13Q: 3 clusters Score -71451.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -71464.476562 Penalty: 658.178711
	Iteration 14Q: 3 clusters Score -71464.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -71471.742188 Penalty: 658.178711
	Iteration 15Q: 3 clusters Score -71471.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -71481.992188 Penalty: 658.178711
	Iteration 16Q: 3 clusters Score -71481.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -71489.312500 Penalty: 658.178711
	Iteration 17Q: 3 clusters Score -71489.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -71495.718750 Penalty: 658.178711
	Iteration 18Q: 3 clusters Score -71495.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -71506.484375 Penalty: 658.178711
	Iteration 19Q: 3 clusters Score -71506.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -71517.867188 Penalty: 658.178711
	Iteration 20F: 3 clusters Score -71517.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -71529.679688 Penalty: 658.178711
	Iteration 21Q: 3 clusters Score -71529.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -71536.382812 Penalty: 658.178711
	Iteration 22Q: 3 clusters Score -71536.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -71541.039062 Penalty: 658.178711
	Iteration 23Q: 3 clusters Score -71541.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -71546.054688 Penalty: 658.178711
	Iteration 24Q: 3 clusters Score -71546.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -71550.781250 Penalty: 658.178711
	Iteration 25Q: 3 clusters Score -71550.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -71556.210938 Penalty: 658.178711
	Iteration 26Q: 3 clusters Score -71556.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -71563.437500 Penalty: 658.178711
	Iteration 27Q: 3 clusters Score -71563.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -71575.726562 Penalty: 658.178711
	Iteration 28Q: 3 clusters Score -71575.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -71589.554688 Penalty: 658.178711
	Iteration 29Q: 3 clusters Score -71589.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -71595.414062 Penalty: 658.178711
	Iteration 30Q: 3 clusters Score -71595.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -71597.273438 Penalty: 658.178711
	Iteration 31Q: 3 clusters Score -71597.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -71598.085938 Penalty: 658.178711
	Iteration 32Q: 3 clusters Score -71598.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -71598.718750 Penalty: 658.178711
	Iteration 33Q: 3 clusters Score -71598.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -71600.242188 Penalty: 658.178711
	Iteration 34Q: 3 clusters Score -71600.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -71600.757812 Penalty: 658.178711
	Iteration 35Q: 3 clusters Score -71600.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -71601.703125 Penalty: 658.178711
	Iteration 36Q: 3 clusters Score -71601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -71602.851562 Penalty: 658.178711
	Iteration 37Q: 3 clusters Score -71602.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -71604.226562 Penalty: 658.178711
	Iteration 38Q: 3 clusters Score -71604.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -71604.960938 Penalty: 658.178711
	Iteration 39Q: 3 clusters Score -71604.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -71605.679688 Penalty: 658.178711
	Iteration 40F: 3 clusters Score -71605.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -19290.865234 Penalty: 289.044617
	Iteration 0F: 2 clusters Score -19290.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18790.330078 Penalty: 578.089233
	Iteration 0F: 3 clusters Score -18790.33 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19009.289062 Penalty: 578.089233
	Iteration 1F: 3 clusters Score -19009.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19073.029297 Penalty: 578.089233
	Iteration 2F: 3 clusters Score -19073.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19113.869141 Penalty: 578.089233
	Iteration 3F: 3 clusters Score -19113.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19150.900391 Penalty: 578.089233
	Iteration 4Q: 3 clusters Score -19150.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19177.964844 Penalty: 578.089233
	Iteration 5Q: 3 clusters Score -19177.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19209.164062 Penalty: 578.089233
	Iteration 6Q: 3 clusters Score -19209.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19222.279297 Penalty: 578.089233
	Iteration 7Q: 3 clusters Score -19222.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19228.136719 Penalty: 578.089233
	Iteration 8Q: 3 clusters Score -19228.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19229.458984 Penalty: 578.089233
	Iteration 9Q: 3 clusters Score -19229.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19229.751953 Penalty: 578.089233
	Iteration 10Q: 3 clusters Score -19229.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19229.902344 Penalty: 578.089233
	Iteration 11Q: 3 clusters Score -19229.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19229.902344 Penalty: 578.089233
	Iteration 12F: 3 clusters Score -19229.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -17092.595703 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -17092.6 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 154 members 
Entering Unmasked Estep 
Score: -16717.576172 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -16717.58 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16854.306641 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -16854.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16914.570312 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -16914.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16957.966797 Penalty: 522.028076
	Iteration 3F: 3 clusters Score -16957.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16981.480469 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -16981.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16997.105469 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -16997.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17005.568359 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -17005.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17019.062500 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -17019.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17020.384766 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -17020.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17020.384766 Penalty: 522.028076
	Iteration 9F: 3 clusters Score -17020.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -30079.207031 Penalty: 294.981384
	Iteration 0F: 2 clusters Score -30079.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -29505.357422 Penalty: 589.962769
	Iteration 0F: 3 clusters Score -29505.36 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -29640.966797 Penalty: 589.962769
	Iteration 1F: 3 clusters Score -29640.97 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29678.617188 Penalty: 589.962769
	Iteration 2F: 3 clusters Score -29678.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29712.933594 Penalty: 589.962769
	Iteration 3F: 3 clusters Score -29712.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29746.695312 Penalty: 589.962769
	Iteration 4Q: 3 clusters Score -29746.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29772.748047 Penalty: 589.962769
	Iteration 5Q: 3 clusters Score -29772.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29799.142578 Penalty: 589.962769
	Iteration 6Q: 3 clusters Score -29799.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29823.341797 Penalty: 589.962769
	Iteration 7F: 3 clusters Score -29823.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29839.349609 Penalty: 589.962769
	Iteration 8Q: 3 clusters Score -29839.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29850.000000 Penalty: 589.962769
	Iteration 9Q: 3 clusters Score -29850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29854.906250 Penalty: 589.962769
	Iteration 10Q: 3 clusters Score -29854.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29869.945312 Penalty: 589.962769
	Iteration 11Q: 3 clusters Score -29869.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29881.593750 Penalty: 589.962769
	Iteration 12Q: 3 clusters Score -29881.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29884.082031 Penalty: 589.962769
	Iteration 13Q: 3 clusters Score -29884.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29887.095703 Penalty: 589.962769
	Iteration 14Q: 3 clusters Score -29887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29887.863281 Penalty: 589.962769
	Iteration 15Q: 3 clusters Score -29887.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29888.427734 Penalty: 589.962769
	Iteration 16Q: 3 clusters Score -29888.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29889.683594 Penalty: 589.962769
	Iteration 17Q: 3 clusters Score -29889.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29890.062500 Penalty: 589.962769
	Iteration 18Q: 3 clusters Score -29890.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29890.062500 Penalty: 589.962769
	Iteration 19F: 3 clusters Score -29890.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -4728.611328 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -4728.611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4540.183594 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -4540.184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4590.313965 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -4590.314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4606.360352 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -4606.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4606.642578 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -4606.643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4606.642578 Penalty: 430.192291
	Iteration 4F: 3 clusters Score -4606.643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -36792.226562 Penalty: 292.917694
	Iteration 0F: 2 clusters Score -36792.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -36237.406250 Penalty: 585.835388
	Iteration 0F: 3 clusters Score -36237.41 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36380.121094 Penalty: 585.835388
	Iteration 1F: 3 clusters Score -36380.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -36415.355469 Penalty: 585.835388
	Iteration 2F: 3 clusters Score -36415.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -36439.007812 Penalty: 585.835388
	Iteration 3F: 3 clusters Score -36439.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36452.070312 Penalty: 585.835388
	Iteration 4Q: 3 clusters Score -36452.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -36459.484375 Penalty: 585.835388
	Iteration 5Q: 3 clusters Score -36459.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -36472.980469 Penalty: 585.835388
	Iteration 6Q: 3 clusters Score -36472.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -36480.187500 Penalty: 585.835388
	Iteration 7Q: 3 clusters Score -36480.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -36484.578125 Penalty: 585.835388
	Iteration 8Q: 3 clusters Score -36484.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -36490.019531 Penalty: 585.835388
	Iteration 9Q: 3 clusters Score -36490.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -36498.109375 Penalty: 585.835388
	Iteration 10Q: 3 clusters Score -36498.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -36504.195312 Penalty: 585.835388
	Iteration 11Q: 3 clusters Score -36504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -36508.816406 Penalty: 585.835388
	Iteration 12Q: 3 clusters Score -36508.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -36512.773438 Penalty: 585.835388
	Iteration 13Q: 3 clusters Score -36512.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -36515.121094 Penalty: 585.835388
	Iteration 14Q: 3 clusters Score -36515.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -36515.781250 Penalty: 585.835388
	Iteration 15Q: 3 clusters Score -36515.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -36516.554688 Penalty: 585.835388
	Iteration 16Q: 3 clusters Score -36516.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -36516.554688 Penalty: 585.835388
	Iteration 17F: 3 clusters Score -36516.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -8697.811523 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -8697.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8443.237305 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -8443.237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8504.175781 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -8504.176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8529.960938 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -8529.961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8542.622070 Penalty: 463.531250
	Iteration 3Q: 3 clusters Score -8542.622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8553.080078 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -8553.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8555.928711 Penalty: 463.531250
	Iteration 5Q: 3 clusters Score -8555.929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8555.928711 Penalty: 463.531250
	Iteration 6F: 3 clusters Score -8555.929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -44862.000000 Penalty: 311.680756
	Iteration 0F: 2 clusters Score -44862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -44133.703125 Penalty: 623.361511
	Iteration 0F: 3 clusters Score -44133.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -44443.914062 Penalty: 623.361511
	Iteration 1F: 3 clusters Score -44443.91 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -44546.070312 Penalty: 623.361511
	Iteration 2F: 3 clusters Score -44546.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -44606.921875 Penalty: 623.361511
	Iteration 3F: 3 clusters Score -44606.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -44628.437500 Penalty: 623.361511
	Iteration 4Q: 3 clusters Score -44628.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -44636.660156 Penalty: 623.361511
	Iteration 5Q: 3 clusters Score -44636.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -44647.351562 Penalty: 623.361511
	Iteration 6Q: 3 clusters Score -44647.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -44671.500000 Penalty: 623.361511
	Iteration 7Q: 3 clusters Score -44671.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44691.640625 Penalty: 623.361511
	Iteration 8Q: 3 clusters Score -44691.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -44702.355469 Penalty: 623.361511
	Iteration 9Q: 3 clusters Score -44702.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -44705.476562 Penalty: 623.361511
	Iteration 10Q: 3 clusters Score -44705.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -44711.074219 Penalty: 623.361511
	Iteration 11Q: 3 clusters Score -44711.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -44724.058594 Penalty: 623.361511
	Iteration 12Q: 3 clusters Score -44724.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -44737.687500 Penalty: 623.361511
	Iteration 13Q: 3 clusters Score -44737.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -44747.121094 Penalty: 623.361511
	Iteration 14Q: 3 clusters Score -44747.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -44750.660156 Penalty: 623.361511
	Iteration 15Q: 3 clusters Score -44750.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -44752.871094 Penalty: 623.361511
	Iteration 16Q: 3 clusters Score -44752.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -44756.843750 Penalty: 623.361511
	Iteration 17Q: 3 clusters Score -44756.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -44763.386719 Penalty: 623.361511
	Iteration 18Q: 3 clusters Score -44763.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -44771.871094 Penalty: 623.361511
	Iteration 19Q: 3 clusters Score -44771.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -44775.824219 Penalty: 623.361511
	Iteration 20F: 3 clusters Score -44775.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -44777.406250 Penalty: 623.361511
	Iteration 21Q: 3 clusters Score -44777.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -44782.058594 Penalty: 623.361511
	Iteration 22Q: 3 clusters Score -44782.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -44785.253906 Penalty: 623.361511
	Iteration 23Q: 3 clusters Score -44785.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -44786.750000 Penalty: 623.361511
	Iteration 24Q: 3 clusters Score -44786.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -44789.878906 Penalty: 623.361511
	Iteration 25Q: 3 clusters Score -44789.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -44793.308594 Penalty: 623.361511
	Iteration 26Q: 3 clusters Score -44793.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -44794.269531 Penalty: 623.361511
	Iteration 27Q: 3 clusters Score -44794.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -44794.468750 Penalty: 623.361511
	Iteration 28Q: 3 clusters Score -44794.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -44794.468750 Penalty: 623.361511
	Iteration 29F: 3 clusters Score -44794.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -6953.185547 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -6953.186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6680.101562 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -6680.102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -6782.973633 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -6782.974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6821.308594 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -6821.309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6832.104004 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -6832.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6832.526367 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -6832.526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6832.526367 Penalty: 502.088196
	Iteration 5F: 3 clusters Score -6832.526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Entering Unmasked Estep 
Score: -462880.375000 Penalty: 408.860535
	Iteration 0F: 2 clusters Score -462880.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -457580.312500 Penalty: 817.721069
	Iteration 0F: 3 clusters Score -457580.3 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -459643.687500 Penalty: 817.721069
	Iteration 1F: 3 clusters Score -459643.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -459792.687500 Penalty: 817.721069
	Iteration 2Q: 3 clusters Score -459792.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -459968.906250 Penalty: 817.721069
	Iteration 3Q: 3 clusters Score -459968.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -460203.468750 Penalty: 817.721069
	Iteration 4F: 3 clusters Score -460203.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -460482.562500 Penalty: 817.721069
	Iteration 5F: 3 clusters Score -460482.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -460796.531250 Penalty: 817.721069
	Iteration 6F: 3 clusters Score -460796.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -461099.937500 Penalty: 817.721069
	Iteration 7F: 3 clusters Score -461099.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -461364.062500 Penalty: 817.721069
	Iteration 8F: 3 clusters Score -461364.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -461522.343750 Penalty: 817.721069
	Iteration 9Q: 3 clusters Score -461522.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -461608.406250 Penalty: 817.721069
	Iteration 10Q: 3 clusters Score -461608.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -461658.343750 Penalty: 817.721069
	Iteration 11Q: 3 clusters Score -461658.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -461696.000000 Penalty: 817.721069
	Iteration 12Q: 3 clusters Score -461696 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -461728.093750 Penalty: 817.721069
	Iteration 13Q: 3 clusters Score -461728.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -461754.218750 Penalty: 817.721069
	Iteration 14Q: 3 clusters Score -461754.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -461775.187500 Penalty: 817.721069
	Iteration 15Q: 3 clusters Score -461775.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -461784.000000 Penalty: 817.721069
	Iteration 16Q: 3 clusters Score -461784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -461793.593750 Penalty: 817.721069
	Iteration 17Q: 3 clusters Score -461793.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -461802.906250 Penalty: 817.721069
	Iteration 18Q: 3 clusters Score -461802.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -461807.593750 Penalty: 817.721069
	Iteration 19Q: 3 clusters Score -461807.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -461813.281250 Penalty: 817.721069
	Iteration 20F: 3 clusters Score -461813.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -461816.718750 Penalty: 817.721069
	Iteration 21Q: 3 clusters Score -461816.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -461816.812500 Penalty: 817.721069
	Iteration 22Q: 3 clusters Score -461816.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -461818.031250 Penalty: 817.721069
	Iteration 23Q: 3 clusters Score -461818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -461819.375000 Penalty: 817.721069
	Iteration 24Q: 3 clusters Score -461819.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -461818.781250 Penalty: 817.721069
	Iteration 25Q: 3 clusters Score -461818.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -461820.218750 Penalty: 817.721069
	Iteration 26Q: 3 clusters Score -461820.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -461820.437500 Penalty: 817.721069
	Iteration 27Q: 3 clusters Score -461820.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -461821.593750 Penalty: 817.721069
	Iteration 28Q: 3 clusters Score -461821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -461822.375000 Penalty: 817.721069
	Iteration 29Q: 3 clusters Score -461822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -461823.250000 Penalty: 817.721069
	Iteration 30Q: 3 clusters Score -461823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -461822.687500 Penalty: 817.721069
	Iteration 31Q: 3 clusters Score -461822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -461822.781250 Penalty: 817.721069
	Iteration 32Q: 3 clusters Score -461822.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -461823.312500 Penalty: 817.721069
	Iteration 33Q: 3 clusters Score -461823.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -461823.968750 Penalty: 817.721069
	Iteration 34Q: 3 clusters Score -461824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -461823.750000 Penalty: 817.721069
	Iteration 35Q: 3 clusters Score -461823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -461824.187500 Penalty: 817.721069
	Iteration 36Q: 3 clusters Score -461824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -461824.406250 Penalty: 817.721069
	Iteration 37Q: 3 clusters Score -461824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -461824.062500 Penalty: 817.721069
	Iteration 38Q: 3 clusters Score -461824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -461824.218750 Penalty: 817.721069
	Iteration 39Q: 3 clusters Score -461824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -461824.218750 Penalty: 817.721069
	Iteration 40F: 3 clusters Score -461824.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -12618.592773 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -12618.59 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 92 members 
Entering Unmasked Estep 
Score: -12314.229492 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12314.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12448.349609 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12448.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12485.149414 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12485.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12503.641602 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -12503.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12509.958984 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12509.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12515.864258 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12515.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12528.515625 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12528.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12536.264648 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12536.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12541.819336 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -12541.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12543.215820 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -12543.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12545.393555 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -12545.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12551.327148 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -12551.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12553.060547 Penalty: 501.722015
	Iteration 12Q: 3 clusters Score -12553.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12554.351562 Penalty: 501.722015
	Iteration 13Q: 3 clusters Score -12554.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12554.351562 Penalty: 501.722015
	Iteration 14F: 3 clusters Score -12554.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -39672.914062 Penalty: 300.847870
	Iteration 0F: 2 clusters Score -39672.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -39046.578125 Penalty: 601.695740
	Iteration 0F: 3 clusters Score -39046.58 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -39259.253906 Penalty: 601.695740
	Iteration 1F: 3 clusters Score -39259.25 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -39317.949219 Penalty: 601.695740
	Iteration 2F: 3 clusters Score -39317.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -39343.324219 Penalty: 601.695740
	Iteration 3Q: 3 clusters Score -39343.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39353.597656 Penalty: 601.695740
	Iteration 4Q: 3 clusters Score -39353.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -39369.289062 Penalty: 601.695740
	Iteration 5Q: 3 clusters Score -39369.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -39383.406250 Penalty: 601.695740
	Iteration 6Q: 3 clusters Score -39383.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -39392.000000 Penalty: 601.695740
	Iteration 7Q: 3 clusters Score -39392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -39400.347656 Penalty: 601.695740
	Iteration 8Q: 3 clusters Score -39400.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -39418.464844 Penalty: 601.695740
	Iteration 9Q: 3 clusters Score -39418.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -39440.554688 Penalty: 601.695740
	Iteration 10Q: 3 clusters Score -39440.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -39462.691406 Penalty: 601.695740
	Iteration 11Q: 3 clusters Score -39462.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -39481.136719 Penalty: 601.695740
	Iteration 12Q: 3 clusters Score -39481.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -39488.949219 Penalty: 601.695740
	Iteration 13Q: 3 clusters Score -39488.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -39496.757812 Penalty: 601.695740
	Iteration 14Q: 3 clusters Score -39496.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -39511.156250 Penalty: 601.695740
	Iteration 15Q: 3 clusters Score -39511.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -39516.859375 Penalty: 601.695740
	Iteration 16Q: 3 clusters Score -39516.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -39518.785156 Penalty: 601.695740
	Iteration 17Q: 3 clusters Score -39518.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -39521.773438 Penalty: 601.695740
	Iteration 18Q: 3 clusters Score -39521.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -39525.914062 Penalty: 601.695740
	Iteration 19Q: 3 clusters Score -39525.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -39528.027344 Penalty: 601.695740
	Iteration 20F: 3 clusters Score -39528.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -39529.093750 Penalty: 601.695740
	Iteration 21Q: 3 clusters Score -39529.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -39529.898438 Penalty: 601.695740
	Iteration 22Q: 3 clusters Score -39529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -39530.308594 Penalty: 601.695740
	Iteration 23Q: 3 clusters Score -39530.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -39531.406250 Penalty: 601.695740
	Iteration 24Q: 3 clusters Score -39531.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -39531.679688 Penalty: 601.695740
	Iteration 25Q: 3 clusters Score -39531.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -39531.679688 Penalty: 601.695740
	Iteration 26F: 3 clusters Score -39531.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Entering Unmasked Estep 
Score: -138028.484375 Penalty: 358.179382
	Iteration 0F: 2 clusters Score -138028.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -136254.734375 Penalty: 716.358765
	Iteration 0F: 3 clusters Score -136254.7 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -137110.171875 Penalty: 716.358765
	Iteration 1F: 3 clusters Score -137110.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -137380.843750 Penalty: 716.358765
	Iteration 2F: 3 clusters Score -137380.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -137506.890625 Penalty: 716.358765
	Iteration 3F: 3 clusters Score -137506.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -137573.453125 Penalty: 716.358765
	Iteration 4Q: 3 clusters Score -137573.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -137624.187500 Penalty: 716.358765
	Iteration 5Q: 3 clusters Score -137624.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -137660.609375 Penalty: 716.358765
	Iteration 6Q: 3 clusters Score -137660.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -137687.875000 Penalty: 716.358765
	Iteration 7Q: 3 clusters Score -137687.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -137706.515625 Penalty: 716.358765
	Iteration 8Q: 3 clusters Score -137706.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -137720.796875 Penalty: 716.358765
	Iteration 9Q: 3 clusters Score -137720.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -137731.609375 Penalty: 716.358765
	Iteration 10Q: 3 clusters Score -137731.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -137735.437500 Penalty: 716.358765
	Iteration 11Q: 3 clusters Score -137735.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -137736.140625 Penalty: 716.358765
	Iteration 12Q: 3 clusters Score -137736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -137736.703125 Penalty: 716.358765
	Iteration 13Q: 3 clusters Score -137736.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -137737.859375 Penalty: 716.358765
	Iteration 14Q: 3 clusters Score -137737.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -137739.171875 Penalty: 716.358765
	Iteration 15Q: 3 clusters Score -137739.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -137740.171875 Penalty: 716.358765
	Iteration 16Q: 3 clusters Score -137740.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -137741.468750 Penalty: 716.358765
	Iteration 17Q: 3 clusters Score -137741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -137742.031250 Penalty: 716.358765
	Iteration 18Q: 3 clusters Score -137742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -137742.500000 Penalty: 716.358765
	Iteration 19Q: 3 clusters Score -137742.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -137743.250000 Penalty: 716.358765
	Iteration 20F: 3 clusters Score -137743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -137743.609375 Penalty: 716.358765
	Iteration 21Q: 3 clusters Score -137743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -137744.328125 Penalty: 716.358765
	Iteration 22Q: 3 clusters Score -137744.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -137744.906250 Penalty: 716.358765
	Iteration 23Q: 3 clusters Score -137744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -137745.421875 Penalty: 716.358765
	Iteration 24Q: 3 clusters Score -137745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -137745.765625 Penalty: 716.358765
	Iteration 25Q: 3 clusters Score -137745.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -137746.343750 Penalty: 716.358765
	Iteration 26Q: 3 clusters Score -137746.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -137746.671875 Penalty: 716.358765
	Iteration 27Q: 3 clusters Score -137746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -137747.546875 Penalty: 716.358765
	Iteration 28Q: 3 clusters Score -137747.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -137748.875000 Penalty: 716.358765
	Iteration 29Q: 3 clusters Score -137748.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -137750.750000 Penalty: 716.358765
	Iteration 30Q: 3 clusters Score -137750.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -137753.953125 Penalty: 716.358765
	Iteration 31Q: 3 clusters Score -137754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -137757.796875 Penalty: 716.358765
	Iteration 32Q: 3 clusters Score -137757.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -137763.687500 Penalty: 716.358765
	Iteration 33Q: 3 clusters Score -137763.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -137777.281250 Penalty: 716.358765
	Iteration 34Q: 3 clusters Score -137777.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -137813.515625 Penalty: 716.358765
	Iteration 35Q: 3 clusters Score -137813.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -137881.953125 Penalty: 716.358765
	Iteration 36Q: 3 clusters Score -137882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137909.578125 Penalty: 716.358765
	Iteration 37Q: 3 clusters Score -137909.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137918.750000 Penalty: 716.358765
	Iteration 38Q: 3 clusters Score -137918.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -137925.953125 Penalty: 716.358765
	Iteration 39Q: 3 clusters Score -137926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -137930.203125 Penalty: 716.358765
	Iteration 40F: 3 clusters Score -137930.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -137935.406250 Penalty: 716.358765
	Iteration 41Q: 3 clusters Score -137935.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137938.171875 Penalty: 716.358765
	Iteration 42Q: 3 clusters Score -137938.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137943.234375 Penalty: 716.358765
	Iteration 43Q: 3 clusters Score -137943.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -137947.656250 Penalty: 716.358765
	Iteration 44Q: 3 clusters Score -137947.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137949.921875 Penalty: 716.358765
	Iteration 45Q: 3 clusters Score -137949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -137950.562500 Penalty: 716.358765
	Iteration 46Q: 3 clusters Score -137950.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -137951.453125 Penalty: 716.358765
	Iteration 47Q: 3 clusters Score -137951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -137951.859375 Penalty: 716.358765
	Iteration 48Q: 3 clusters Score -137951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137952.218750 Penalty: 716.358765
	Iteration 49Q: 3 clusters Score -137952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -137953.062500 Penalty: 716.358765
	Iteration 50Q: 3 clusters Score -137953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -137955.031250 Penalty: 716.358765
	Iteration 51Q: 3 clusters Score -137955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -137956.171875 Penalty: 716.358765
	Iteration 52Q: 3 clusters Score -137956.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -137958.312500 Penalty: 716.358765
	Iteration 53Q: 3 clusters Score -137958.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -137961.296875 Penalty: 716.358765
	Iteration 54Q: 3 clusters Score -137961.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137963.328125 Penalty: 716.358765
	Iteration 55Q: 3 clusters Score -137963.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137966.281250 Penalty: 716.358765
	Iteration 56Q: 3 clusters Score -137966.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -137972.500000 Penalty: 716.358765
	Iteration 57Q: 3 clusters Score -137972.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -137976.937500 Penalty: 716.358765
	Iteration 58Q: 3 clusters Score -137976.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -137979.890625 Penalty: 716.358765
	Iteration 59Q: 3 clusters Score -137979.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137983.437500 Penalty: 716.358765
	Iteration 60F: 3 clusters Score -137983.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -137985.765625 Penalty: 716.358765
	Iteration 61Q: 3 clusters Score -137985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137987.234375 Penalty: 716.358765
	Iteration 62Q: 3 clusters Score -137987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137988.109375 Penalty: 716.358765
	Iteration 63Q: 3 clusters Score -137988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -137990.171875 Penalty: 716.358765
	Iteration 64Q: 3 clusters Score -137990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -137996.593750 Penalty: 716.358765
	Iteration 65Q: 3 clusters Score -137996.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -138001.296875 Penalty: 716.358765
	Iteration 66Q: 3 clusters Score -138001.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -138002.687500 Penalty: 716.358765
	Iteration 67Q: 3 clusters Score -138002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -138003.375000 Penalty: 716.358765
	Iteration 68Q: 3 clusters Score -138003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -138003.578125 Penalty: 716.358765
	Iteration 69Q: 3 clusters Score -138003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -138003.781250 Penalty: 716.358765
	Iteration 70Q: 3 clusters Score -138003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -138004.921875 Penalty: 716.358765
	Iteration 71Q: 3 clusters Score -138004.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -138005.578125 Penalty: 716.358765
	Iteration 72Q: 3 clusters Score -138005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -138005.984375 Penalty: 716.358765
	Iteration 73Q: 3 clusters Score -138006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -138005.984375 Penalty: 716.358765
	Iteration 74F: 3 clusters Score -138006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -70062.625000 Penalty: 328.626770
	Iteration 0F: 2 clusters Score -70062.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -69025.703125 Penalty: 657.253540
	Iteration 0F: 3 clusters Score -69025.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -69311.742188 Penalty: 657.253540
	Iteration 1F: 3 clusters Score -69311.74 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -69360.718750 Penalty: 657.253540
	Iteration 2F: 3 clusters Score -69360.72 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -69396.039062 Penalty: 657.253540
	Iteration 3F: 3 clusters Score -69396.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -69425.445312 Penalty: 657.253540
	Iteration 4Q: 3 clusters Score -69425.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -69451.054688 Penalty: 657.253540
	Iteration 5Q: 3 clusters Score -69451.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -69475.390625 Penalty: 657.253540
	Iteration 6Q: 3 clusters Score -69475.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -69506.210938 Penalty: 657.253540
	Iteration 7Q: 3 clusters Score -69506.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69543.296875 Penalty: 657.253540
	Iteration 8Q: 3 clusters Score -69543.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69584.789062 Penalty: 657.253540
	Iteration 9Q: 3 clusters Score -69584.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69631.523438 Penalty: 657.253540
	Iteration 10Q: 3 clusters Score -69631.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -69667.007812 Penalty: 657.253540
	Iteration 11Q: 3 clusters Score -69667.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -69693.804688 Penalty: 657.253540
	Iteration 12Q: 3 clusters Score -69693.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -69725.960938 Penalty: 657.253540
	Iteration 13Q: 3 clusters Score -69725.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -69754.406250 Penalty: 657.253540
	Iteration 14Q: 3 clusters Score -69754.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -69776.171875 Penalty: 657.253540
	Iteration 15Q: 3 clusters Score -69776.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -69789.226562 Penalty: 657.253540
	Iteration 16Q: 3 clusters Score -69789.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -69796.273438 Penalty: 657.253540
	Iteration 17Q: 3 clusters Score -69796.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -69797.664062 Penalty: 657.253540
	Iteration 18Q: 3 clusters Score -69797.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -69798.007812 Penalty: 657.253540
	Iteration 19Q: 3 clusters Score -69798.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -69798.007812 Penalty: 657.253540
	Iteration 20F: 3 clusters Score -69798.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -24475.472656 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -24475.47 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 231 members 
Entering Unmasked Estep 
Score: -24017.240234 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -24017.24 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24225.080078 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -24225.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24284.505859 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -24284.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24316.667969 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -24316.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24330.248047 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -24330.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24343.824219 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -24343.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24362.560547 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -24362.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24366.236328 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -24366.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24367.919922 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -24367.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24370.812500 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -24370.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24389.330078 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -24389.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24455.728516 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -24455.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24518.152344 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -24518.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24587.193359 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -24587.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24631.279297 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -24631.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24653.484375 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -24653.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24663.888672 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -24663.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24671.421875 Penalty: 554.924744
	Iteration 17Q: 3 clusters Score -24671.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24676.146484 Penalty: 554.924744
	Iteration 18Q: 3 clusters Score -24676.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24677.001953 Penalty: 554.924744
	Iteration 19Q: 3 clusters Score -24677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24677.001953 Penalty: 554.924744
	Iteration 20F: 3 clusters Score -24677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Mstep: Class 58 contains 246 members 
Entering Unmasked Estep 
Score: -10144068.000000 Penalty: 32058.470703
Splitting cluster 22 changes total score from -10144145.000000 to -10144068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -7660.738281 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -7660.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7310.921875 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -7310.922 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7389.050781 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -7389.051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7410.010742 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -7410.011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7430.100586 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -7430.101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7440.492676 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -7440.493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7443.753418 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -7443.753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7444.854004 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -7444.854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7446.005371 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -7446.005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7447.876465 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -7447.876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7448.091797 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -7448.092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7448.461914 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -7448.462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7448.461914 Penalty: 507.066010
	Iteration 11F: 3 clusters Score -7448.462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -9532.678711 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -9532.679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9268.743164 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -9268.743 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9320.605469 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -9320.605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9332.840820 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -9332.841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9345.155273 Penalty: 477.956909
	Iteration 3Q: 3 clusters Score -9345.155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9348.861328 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -9348.861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9351.846680 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -9351.847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9352.157227 Penalty: 477.956909
	Iteration 6Q: 3 clusters Score -9352.157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9353.658203 Penalty: 477.956909
	Iteration 7Q: 3 clusters Score -9353.658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9357.057617 Penalty: 477.956909
	Iteration 8Q: 3 clusters Score -9357.058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9359.105469 Penalty: 477.956909
	Iteration 9Q: 3 clusters Score -9359.105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9359.105469 Penalty: 477.956909
	Iteration 10F: 3 clusters Score -9359.105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -9419.563477 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -9419.563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9151.491211 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -9151.491 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9213.902344 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -9213.902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9227.517578 Penalty: 483.501770
	Iteration 2Q: 3 clusters Score -9227.518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9232.673828 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -9232.674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9238.083008 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -9238.083 nChanged 3
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: -9239.663086 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -9239.663 nChanged 0
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: -9239.663086 Penalty: 483.501770
	Iteration 6F: 3 clusters Score -9239.663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -4257.903320 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -4257.903 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 117 members 
Entering Unmasked Estep 
Score: -3977.793945 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -3977.794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4123.778320 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -4123.778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4219.043945 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -4219.044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -4303.765625 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -4303.766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4312.187988 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -4312.188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4318.299805 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -4318.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4320.841797 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -4320.842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4321.873047 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -4321.873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4321.873047 Penalty: 492.052612
	Iteration 8F: 3 clusters Score -4321.873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 98 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Mstep: Class 58 contains 125 members 
Entering Unmasked Estep 
Score: -10143899.000000 Penalty: 32058.470703
Splitting cluster 26 changes total score from -10144145.000000 to -10143899.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Entering Unmasked Estep 
Score: -167282.984375 Penalty: 363.401459
	Iteration 0F: 2 clusters Score -167283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -165263.125000 Penalty: 726.802917
	Iteration 0F: 3 clusters Score -165263.1 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -166005.484375 Penalty: 726.802917
	Iteration 1F: 3 clusters Score -166005.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -166110.218750 Penalty: 726.802917
	Iteration 2F: 3 clusters Score -166110.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -166195.078125 Penalty: 726.802917
	Iteration 3F: 3 clusters Score -166195.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -166298.609375 Penalty: 726.802917
	Iteration 4F: 3 clusters Score -166298.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -166432.687500 Penalty: 726.802917
	Iteration 5F: 3 clusters Score -166432.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -166598.593750 Penalty: 726.802917
	Iteration 6F: 3 clusters Score -166598.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -166734.406250 Penalty: 726.802917
	Iteration 7F: 3 clusters Score -166734.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -166838.875000 Penalty: 726.802917
	Iteration 8Q: 3 clusters Score -166838.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -166907.921875 Penalty: 726.802917
	Iteration 9Q: 3 clusters Score -166907.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -166957.031250 Penalty: 726.802917
	Iteration 10Q: 3 clusters Score -166957 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -167001.328125 Penalty: 726.802917
	Iteration 11Q: 3 clusters Score -167001.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -167034.296875 Penalty: 726.802917
	Iteration 12Q: 3 clusters Score -167034.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -167059.812500 Penalty: 726.802917
	Iteration 13Q: 3 clusters Score -167059.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -167080.984375 Penalty: 726.802917
	Iteration 14Q: 3 clusters Score -167081 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -167101.468750 Penalty: 726.802917
	Iteration 15Q: 3 clusters Score -167101.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -167114.640625 Penalty: 726.802917
	Iteration 16Q: 3 clusters Score -167114.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -167124.562500 Penalty: 726.802917
	Iteration 17Q: 3 clusters Score -167124.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -167131.218750 Penalty: 726.802917
	Iteration 18Q: 3 clusters Score -167131.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -167138.453125 Penalty: 726.802917
	Iteration 19Q: 3 clusters Score -167138.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -167145.750000 Penalty: 726.802917
	Iteration 20F: 3 clusters Score -167145.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -167149.187500 Penalty: 726.802917
	Iteration 21Q: 3 clusters Score -167149.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -167151.656250 Penalty: 726.802917
	Iteration 22Q: 3 clusters Score -167151.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -167153.203125 Penalty: 726.802917
	Iteration 23Q: 3 clusters Score -167153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -167153.015625 Penalty: 726.802917
	Iteration 24Q: 3 clusters Score -167153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -167153.015625 Penalty: 726.802917
	Iteration 25F: 3 clusters Score -167153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -21414.636719 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -21414.64 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 186 members 
Entering Unmasked Estep 
Score: -21014.667969 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -21014.67 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21104.550781 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -21104.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21138.142578 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -21138.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21166.431641 Penalty: 540.555603
	Iteration 3F: 3 clusters Score -21166.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21183.843750 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -21183.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21201.527344 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -21201.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21216.230469 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -21216.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21237.867188 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -21237.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21252.855469 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -21252.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21263.996094 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -21264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21281.017578 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -21281.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21290.281250 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -21290.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21293.498047 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -21293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21296.593750 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -21296.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21300.667969 Penalty: 540.555603
	Iteration 14Q: 3 clusters Score -21300.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21301.490234 Penalty: 540.555603
	Iteration 15Q: 3 clusters Score -21301.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21301.490234 Penalty: 540.555603
	Iteration 16F: 3 clusters Score -21301.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -3051.615479 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -3051.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2907.693115 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2907.693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2940.905029 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2940.905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2961.845459 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2961.845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2961.845459 Penalty: 372.585358
	Iteration 3F: 3 clusters Score -2961.845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -15302.254883 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -15302.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14936.863281 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -14936.86 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15077.486328 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -15077.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15101.998047 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -15102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15109.977539 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -15109.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15116.604492 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -15116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15119.258789 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -15119.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15122.034180 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -15122.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15122.940430 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -15122.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15122.940430 Penalty: 520.249512
	Iteration 8F: 3 clusters Score -15122.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -61724.492188 Penalty: 321.212585
	Iteration 0F: 2 clusters Score -61724.49 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 588 members 
Entering Unmasked Estep 
Score: -60827.347656 Penalty: 642.425171
	Iteration 0F: 3 clusters Score -60827.35 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -61154.953125 Penalty: 642.425171
	Iteration 1F: 3 clusters Score -61154.95 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -61229.007812 Penalty: 642.425171
	Iteration 2F: 3 clusters Score -61229.01 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -61288.355469 Penalty: 642.425171
	Iteration 3F: 3 clusters Score -61288.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61334.656250 Penalty: 642.425171
	Iteration 4Q: 3 clusters Score -61334.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -61383.113281 Penalty: 642.425171
	Iteration 5Q: 3 clusters Score -61383.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -61427.296875 Penalty: 642.425171
	Iteration 6Q: 3 clusters Score -61427.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -61447.546875 Penalty: 642.425171
	Iteration 7Q: 3 clusters Score -61447.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -61461.707031 Penalty: 642.425171
	Iteration 8Q: 3 clusters Score -61461.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -61478.691406 Penalty: 642.425171
	Iteration 9Q: 3 clusters Score -61478.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -61493.453125 Penalty: 642.425171
	Iteration 10Q: 3 clusters Score -61493.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -61506.171875 Penalty: 642.425171
	Iteration 11Q: 3 clusters Score -61506.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -61514.828125 Penalty: 642.425171
	Iteration 12Q: 3 clusters Score -61514.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -61520.222656 Penalty: 642.425171
	Iteration 13Q: 3 clusters Score -61520.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -61521.218750 Penalty: 642.425171
	Iteration 14Q: 3 clusters Score -61521.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61524.031250 Penalty: 642.425171
	Iteration 15Q: 3 clusters Score -61524.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -61528.468750 Penalty: 642.425171
	Iteration 16Q: 3 clusters Score -61528.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -61531.140625 Penalty: 642.425171
	Iteration 17Q: 3 clusters Score -61531.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -61533.406250 Penalty: 642.425171
	Iteration 18Q: 3 clusters Score -61533.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -61534.968750 Penalty: 642.425171
	Iteration 19Q: 3 clusters Score -61534.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61536.550781 Penalty: 642.425171
	Iteration 20F: 3 clusters Score -61536.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61537.003906 Penalty: 642.425171
	Iteration 21Q: 3 clusters Score -61537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61537.003906 Penalty: 642.425171
	Iteration 22F: 3 clusters Score -61537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -74364.078125 Penalty: 329.644836
	Iteration 0F: 2 clusters Score -74364.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -73304.484375 Penalty: 659.289673
	Iteration 0F: 3 clusters Score -73304.48 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -73766.476562 Penalty: 659.289673
	Iteration 1F: 3 clusters Score -73766.48 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -73912.562500 Penalty: 659.289673
	Iteration 2F: 3 clusters Score -73912.56 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -73993.281250 Penalty: 659.289673
	Iteration 3F: 3 clusters Score -73993.28 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -74033.320312 Penalty: 659.289673
	Iteration 4Q: 3 clusters Score -74033.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -74062.578125 Penalty: 659.289673
	Iteration 5Q: 3 clusters Score -74062.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -74088.648438 Penalty: 659.289673
	Iteration 6Q: 3 clusters Score -74088.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -74101.585938 Penalty: 659.289673
	Iteration 7Q: 3 clusters Score -74101.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -74110.390625 Penalty: 659.289673
	Iteration 8Q: 3 clusters Score -74110.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -74114.632812 Penalty: 659.289673
	Iteration 9Q: 3 clusters Score -74114.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -74118.890625 Penalty: 659.289673
	Iteration 10Q: 3 clusters Score -74118.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -74126.023438 Penalty: 659.289673
	Iteration 11Q: 3 clusters Score -74126.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -74130.062500 Penalty: 659.289673
	Iteration 12Q: 3 clusters Score -74130.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -74133.039062 Penalty: 659.289673
	Iteration 13Q: 3 clusters Score -74133.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -74137.203125 Penalty: 659.289673
	Iteration 14Q: 3 clusters Score -74137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -74140.757812 Penalty: 659.289673
	Iteration 15Q: 3 clusters Score -74140.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -74142.718750 Penalty: 659.289673
	Iteration 16Q: 3 clusters Score -74142.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -74144.343750 Penalty: 659.289673
	Iteration 17Q: 3 clusters Score -74144.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -74148.421875 Penalty: 659.289673
	Iteration 18Q: 3 clusters Score -74148.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -74153.070312 Penalty: 659.289673
	Iteration 19Q: 3 clusters Score -74153.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -74153.945312 Penalty: 659.289673
	Iteration 20F: 3 clusters Score -74153.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -74154.359375 Penalty: 659.289673
	Iteration 21Q: 3 clusters Score -74154.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -74154.375000 Penalty: 659.289673
	Iteration 22Q: 3 clusters Score -74154.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -74154.460938 Penalty: 659.289673
	Iteration 23Q: 3 clusters Score -74154.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -74154.570312 Penalty: 659.289673
	Iteration 24Q: 3 clusters Score -74154.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -74154.671875 Penalty: 659.289673
	Iteration 25Q: 3 clusters Score -74154.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -74155.007812 Penalty: 659.289673
	Iteration 26Q: 3 clusters Score -74155.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -74155.085938 Penalty: 659.289673
	Iteration 27Q: 3 clusters Score -74155.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -74155.085938 Penalty: 659.289673
	Iteration 28F: 3 clusters Score -74155.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -10152.082031 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -10152.08 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 105 members 
Entering Unmasked Estep 
Score: -9872.110352 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -9872.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9960.310547 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -9960.311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9984.665039 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -9984.665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10009.158203 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -10009.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10044.872070 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -10044.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10065.092773 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -10065.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10070.912109 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -10070.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10073.666016 Penalty: 479.375092
	Iteration 7Q: 3 clusters Score -10073.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10080.346680 Penalty: 479.375092
	Iteration 8Q: 3 clusters Score -10080.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10129.758789 Penalty: 479.375092
	Iteration 9Q: 3 clusters Score -10129.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10139.059570 Penalty: 479.375092
	Iteration 10Q: 3 clusters Score -10139.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10149.079102 Penalty: 479.375092
	Iteration 11Q: 3 clusters Score -10149.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10152.700195 Penalty: 479.375092
	Iteration 12Q: 3 clusters Score -10152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10156.233398 Penalty: 479.375092
	Iteration 13Q: 3 clusters Score -10156.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10158.798828 Penalty: 479.375092
	Iteration 14Q: 3 clusters Score -10158.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10158.798828 Penalty: 479.375092
	Iteration 15F: 3 clusters Score -10158.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 85 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Mstep: Class 58 contains 109 members 
Entering Unmasked Estep 
Score: -10143841.000000 Penalty: 32058.470703
Splitting cluster 33 changes total score from -10144145.000000 to -10143841.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -39269.156250 Penalty: 301.515656
	Iteration 0F: 2 clusters Score -39269.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -38659.089844 Penalty: 603.031311
	Iteration 0F: 3 clusters Score -38659.09 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38977.890625 Penalty: 603.031311
	Iteration 1F: 3 clusters Score -38977.89 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39080.750000 Penalty: 603.031311
	Iteration 2F: 3 clusters Score -39080.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39135.421875 Penalty: 603.031311
	Iteration 3F: 3 clusters Score -39135.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39156.437500 Penalty: 603.031311
	Iteration 4Q: 3 clusters Score -39156.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39161.667969 Penalty: 603.031311
	Iteration 5Q: 3 clusters Score -39161.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39167.253906 Penalty: 603.031311
	Iteration 6Q: 3 clusters Score -39167.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39171.816406 Penalty: 603.031311
	Iteration 7Q: 3 clusters Score -39171.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39179.210938 Penalty: 603.031311
	Iteration 8Q: 3 clusters Score -39179.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39181.593750 Penalty: 603.031311
	Iteration 9Q: 3 clusters Score -39181.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39183.171875 Penalty: 603.031311
	Iteration 10Q: 3 clusters Score -39183.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39184.070312 Penalty: 603.031311
	Iteration 11Q: 3 clusters Score -39184.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39184.234375 Penalty: 603.031311
	Iteration 12Q: 3 clusters Score -39184.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39184.234375 Penalty: 603.031311
	Iteration 13F: 3 clusters Score -39184.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -6139.567383 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -6139.567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5927.992676 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -5927.993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5975.007324 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -5975.007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6000.338379 Penalty: 426.912689
	Iteration 2Q: 3 clusters Score -6000.338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6011.082031 Penalty: 426.912689
	Iteration 3Q: 3 clusters Score -6011.082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6026.548340 Penalty: 426.912689
	Iteration 4Q: 3 clusters Score -6026.548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6034.353516 Penalty: 426.912689
	Iteration 5Q: 3 clusters Score -6034.354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6047.704102 Penalty: 426.912689
	Iteration 6Q: 3 clusters Score -6047.704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6049.249023 Penalty: 426.912689
	Iteration 7Q: 3 clusters Score -6049.249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6051.425293 Penalty: 426.912689
	Iteration 8Q: 3 clusters Score -6051.425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6051.425293 Penalty: 426.912689
	Iteration 9F: 3 clusters Score -6051.425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8091.927246 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8091.927 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 85 members 
Entering Unmasked Estep 
Score: -7828.039551 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -7828.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7935.270996 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -7935.271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8026.482422 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -8026.482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8099.399414 Penalty: 466.280701
	Iteration 3F: 3 clusters Score -8099.399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8120.064453 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -8120.064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8160.091797 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -8160.092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8163.684570 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -8163.685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8163.684570 Penalty: 466.280701
	Iteration 7F: 3 clusters Score -8163.685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 100 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Mstep: Class 58 contains 68 members 
Entering Unmasked Estep 
Score: -10143896.000000 Penalty: 32058.470703
Splitting cluster 36 changes total score from -10144145.000000 to -10143896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -5086.154297 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -5086.154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4875.727051 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -4875.727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4953.294922 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -4953.295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4991.156738 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -4991.157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5008.328613 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -5008.329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5011.018066 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -5011.018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5012.704102 Penalty: 436.416962
	Iteration 5Q: 3 clusters Score -5012.704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5014.288574 Penalty: 436.416962
	Iteration 6Q: 3 clusters Score -5014.289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5014.288574 Penalty: 436.416962
	Iteration 7F: 3 clusters Score -5014.289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -14554.055664 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -14554.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14201.274414 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -14201.27 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14294.135742 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -14294.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14341.447266 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -14341.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14380.500000 Penalty: 509.118713
	Iteration 3F: 3 clusters Score -14380.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14398.547852 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -14398.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14402.612305 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -14402.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14408.584961 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -14408.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14412.439453 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -14412.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14413.586914 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -14413.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14418.965820 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -14418.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14418.965820 Penalty: 509.118713
	Iteration 10F: 3 clusters Score -14418.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -73180.148438 Penalty: 328.858643
	Iteration 0F: 2 clusters Score -73180.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -72152.578125 Penalty: 657.717285
	Iteration 0F: 3 clusters Score -72152.58 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -72499.937500 Penalty: 657.717285
	Iteration 1F: 3 clusters Score -72499.94 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -72617.789062 Penalty: 657.717285
	Iteration 2F: 3 clusters Score -72617.79 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -72720.007812 Penalty: 657.717285
	Iteration 3F: 3 clusters Score -72720.01 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -72791.921875 Penalty: 657.717285
	Iteration 4F: 3 clusters Score -72791.92 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -72837.125000 Penalty: 657.717285
	Iteration 5F: 3 clusters Score -72837.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -72870.687500 Penalty: 657.717285
	Iteration 6Q: 3 clusters Score -72870.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -72890.945312 Penalty: 657.717285
	Iteration 7Q: 3 clusters Score -72890.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -72902.859375 Penalty: 657.717285
	Iteration 8Q: 3 clusters Score -72902.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -72911.945312 Penalty: 657.717285
	Iteration 9Q: 3 clusters Score -72911.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -72919.648438 Penalty: 657.717285
	Iteration 10Q: 3 clusters Score -72919.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -72926.039062 Penalty: 657.717285
	Iteration 11Q: 3 clusters Score -72926.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -72932.726562 Penalty: 657.717285
	Iteration 12Q: 3 clusters Score -72932.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -72938.695312 Penalty: 657.717285
	Iteration 13Q: 3 clusters Score -72938.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -72948.015625 Penalty: 657.717285
	Iteration 14Q: 3 clusters Score -72948.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -72960.554688 Penalty: 657.717285
	Iteration 15Q: 3 clusters Score -72960.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -72967.218750 Penalty: 657.717285
	Iteration 16Q: 3 clusters Score -72967.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -72973.914062 Penalty: 657.717285
	Iteration 17Q: 3 clusters Score -72973.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -72976.937500 Penalty: 657.717285
	Iteration 18Q: 3 clusters Score -72976.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -72978.859375 Penalty: 657.717285
	Iteration 19Q: 3 clusters Score -72978.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -72980.843750 Penalty: 657.717285
	Iteration 20F: 3 clusters Score -72980.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -72982.132812 Penalty: 657.717285
	Iteration 21Q: 3 clusters Score -72982.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -72985.382812 Penalty: 657.717285
	Iteration 22Q: 3 clusters Score -72985.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -72988.453125 Penalty: 657.717285
	Iteration 23Q: 3 clusters Score -72988.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -72988.742188 Penalty: 657.717285
	Iteration 24Q: 3 clusters Score -72988.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -72990.640625 Penalty: 657.717285
	Iteration 25Q: 3 clusters Score -72990.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -72993.242188 Penalty: 657.717285
	Iteration 26Q: 3 clusters Score -72993.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -72996.281250 Penalty: 657.717285
	Iteration 27Q: 3 clusters Score -72996.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -73000.828125 Penalty: 657.717285
	Iteration 28Q: 3 clusters Score -73000.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -73005.039062 Penalty: 657.717285
	Iteration 29Q: 3 clusters Score -73005.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -73008.585938 Penalty: 657.717285
	Iteration 30Q: 3 clusters Score -73008.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -73010.351562 Penalty: 657.717285
	Iteration 31Q: 3 clusters Score -73010.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -73011.093750 Penalty: 657.717285
	Iteration 32Q: 3 clusters Score -73011.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -73015.437500 Penalty: 657.717285
	Iteration 33Q: 3 clusters Score -73015.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -73018.921875 Penalty: 657.717285
	Iteration 34Q: 3 clusters Score -73018.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -73022.921875 Penalty: 657.717285
	Iteration 35Q: 3 clusters Score -73022.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -73027.015625 Penalty: 657.717285
	Iteration 36Q: 3 clusters Score -73027.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -73028.437500 Penalty: 657.717285
	Iteration 37Q: 3 clusters Score -73028.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -73032.601562 Penalty: 657.717285
	Iteration 38Q: 3 clusters Score -73032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -73035.210938 Penalty: 657.717285
	Iteration 39Q: 3 clusters Score -73035.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -73036.703125 Penalty: 657.717285
	Iteration 40F: 3 clusters Score -73036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -73039.476562 Penalty: 657.717285
	Iteration 41Q: 3 clusters Score -73039.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -73041.695312 Penalty: 657.717285
	Iteration 42Q: 3 clusters Score -73041.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -73047.015625 Penalty: 657.717285
	Iteration 43Q: 3 clusters Score -73047.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -73050.765625 Penalty: 657.717285
	Iteration 44Q: 3 clusters Score -73050.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -73053.085938 Penalty: 657.717285
	Iteration 45Q: 3 clusters Score -73053.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -73056.585938 Penalty: 657.717285
	Iteration 46Q: 3 clusters Score -73056.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -73058.640625 Penalty: 657.717285
	Iteration 47Q: 3 clusters Score -73058.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -73058.976562 Penalty: 657.717285
	Iteration 48Q: 3 clusters Score -73058.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -73058.976562 Penalty: 657.717285
	Iteration 49F: 3 clusters Score -73058.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -26397.550781 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -26397.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25920.851562 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -25920.85 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26079.535156 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -26079.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26115.914062 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -26115.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26134.251953 Penalty: 563.504944
	Iteration 3Q: 3 clusters Score -26134.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26146.076172 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -26146.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26155.501953 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -26155.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26162.212891 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -26162.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26163.763672 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -26163.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26163.884766 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -26163.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26163.884766 Penalty: 563.504944
	Iteration 9F: 3 clusters Score -26163.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8460.121094 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8460.121 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 77 members 
Entering Unmasked Estep 
Score: -8209.521484 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8209.521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8281.075195 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8281.075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8349.609375 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -8349.609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8463.227539 Penalty: 461.270294
	Iteration 3F: 3 clusters Score -8463.228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8503.373047 Penalty: 461.270294
	Iteration 4F: 3 clusters Score -8503.373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8521.399414 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8521.399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8528.277344 Penalty: 461.270294
	Iteration 6Q: 3 clusters Score -8528.277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8531.567383 Penalty: 461.270294
	Iteration 7Q: 3 clusters Score -8531.567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8536.659180 Penalty: 461.270294
	Iteration 8Q: 3 clusters Score -8536.659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8553.860352 Penalty: 461.270294
	Iteration 9Q: 3 clusters Score -8553.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8563.653320 Penalty: 461.270294
	Iteration 10Q: 3 clusters Score -8563.653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8570.515625 Penalty: 461.270294
	Iteration 11Q: 3 clusters Score -8570.516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8572.381836 Penalty: 461.270294
	Iteration 12F: 3 clusters Score -8572.382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8592.543945 Penalty: 461.270294
	Iteration 13Q: 3 clusters Score -8592.544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8594.352539 Penalty: 461.270294
	Iteration 14Q: 3 clusters Score -8594.353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8594.352539 Penalty: 461.270294
	Iteration 15F: 3 clusters Score -8594.353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 47 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Mstep: Class 58 contains 112 members 
Entering Unmasked Estep 
Score: -10143957.000000 Penalty: 32058.470703
Splitting cluster 41 changes total score from -10144145.000000 to -10143957.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -12048.566406 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -12048.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11741.232422 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -11741.23 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11927.537109 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -11927.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11975.225586 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -11975.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11993.668945 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -11993.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12006.566406 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -12006.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12016.034180 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -12016.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12022.734375 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -12022.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12036.273438 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -12036.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12046.980469 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -12046.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12055.220703 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -12055.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12057.045898 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -12057.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12057.045898 Penalty: 496.822296
	Iteration 11F: 3 clusters Score -12057.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 141 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Mstep: Class 58 contains 94 members 
Entering Unmasked Estep 
Score: -10143847.000000 Penalty: 32058.470703
Splitting cluster 42 changes total score from -10144145.000000 to -10143847.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -15700.990234 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -15700.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15340.725586 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -15340.73 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15409.487305 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -15409.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15446.949219 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -15446.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15465.258789 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -15465.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15478.022461 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -15478.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15488.519531 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -15488.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15504.306641 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -15504.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15512.592773 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -15512.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15518.757812 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -15518.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15523.821289 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -15523.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15527.646484 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -15527.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15531.473633 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -15531.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15531.473633 Penalty: 511.126190
	Iteration 12F: 3 clusters Score -15531.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (101714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101714 members 
Entering Unmasked Estep 
Score: -5857569.000000 Penalty: 524.611389
	Iteration 0F: 2 clusters Score -5857569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -5793674.000000 Penalty: 1049.222778
	Iteration 0F: 3 clusters Score -5793674 nChanged 49641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -5823894.000000 Penalty: 1049.222778
	Iteration 1F: 3 clusters Score -5823894 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -5825589.000000 Penalty: 1049.222778
	Iteration 2Q: 3 clusters Score -5825589 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -5828480.500000 Penalty: 1049.222778
	Iteration 3F: 3 clusters Score -5828480 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -5832862.000000 Penalty: 1049.222778
	Iteration 4F: 3 clusters Score -5832862 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -5838322.500000 Penalty: 1049.222778
	Iteration 5F: 3 clusters Score -5838322 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -5843404.000000 Penalty: 1049.222778
	Iteration 6F: 3 clusters Score -5843404 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 71163 members 
Entering Unmasked Estep 
Score: -5846991.000000 Penalty: 1049.222778
	Iteration 7F: 3 clusters Score -5846991 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 72969 members 
Entering Unmasked Estep 
Score: -5849240.500000 Penalty: 1049.222778
	Iteration 8Q: 3 clusters Score -5849240 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -5850433.500000 Penalty: 1049.222778
	Iteration 9Q: 3 clusters Score -5850434 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -5851285.500000 Penalty: 1049.222778
	Iteration 10Q: 3 clusters Score -5851286 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -5852090.000000 Penalty: 1049.222778
	Iteration 11Q: 3 clusters Score -5852090 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 78166 members 
Entering Unmasked Estep 
Score: -5852751.500000 Penalty: 1049.222778
	Iteration 12Q: 3 clusters Score -5852752 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -5853308.500000 Penalty: 1049.222778
	Iteration 13Q: 3 clusters Score -5853308 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -5853941.000000 Penalty: 1049.222778
	Iteration 14Q: 3 clusters Score -5853941 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 81503 members 
Entering Unmasked Estep 
Score: -5854389.000000 Penalty: 1049.222778
	Iteration 15Q: 3 clusters Score -5854389 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -5854751.000000 Penalty: 1049.222778
	Iteration 16Q: 3 clusters Score -5854751 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -5855039.500000 Penalty: 1049.222778
	Iteration 17Q: 3 clusters Score -5855040 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -5855295.500000 Penalty: 1049.222778
	Iteration 18Q: 3 clusters Score -5855296 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 84631 members 
Entering Unmasked Estep 
Score: -5855485.000000 Penalty: 1049.222778
	Iteration 19Q: 3 clusters Score -5855485 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 85338 members 
Entering Unmasked Estep 
Score: -5855576.500000 Penalty: 1049.222778
	Iteration 20F: 3 clusters Score -5855576 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 85982 members 
Entering Unmasked Estep 
Score: -5855750.500000 Penalty: 1049.222778
	Iteration 21Q: 3 clusters Score -5855750 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -5855833.000000 Penalty: 1049.222778
	Iteration 22Q: 3 clusters Score -5855833 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 87195 members 
Entering Unmasked Estep 
Score: -5855919.500000 Penalty: 1049.222778
	Iteration 23Q: 3 clusters Score -5855920 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -5855976.500000 Penalty: 1049.222778
	Iteration 24Q: 3 clusters Score -5855976 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 88387 members 
Entering Unmasked Estep 
Score: -5856021.000000 Penalty: 1049.222778
	Iteration 25Q: 3 clusters Score -5856021 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 88990 members 
Entering Unmasked Estep 
Score: -5856081.500000 Penalty: 1049.222778
	Iteration 26Q: 3 clusters Score -5856082 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 89571 members 
Entering Unmasked Estep 
Score: -5856112.000000 Penalty: 1049.222778
	Iteration 27Q: 3 clusters Score -5856112 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -5856177.500000 Penalty: 1049.222778
	Iteration 28Q: 3 clusters Score -5856178 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -5856238.500000 Penalty: 1049.222778
	Iteration 29Q: 3 clusters Score -5856238 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 91161 members 
Entering Unmasked Estep 
Score: -5856283.000000 Penalty: 1049.222778
	Iteration 30Q: 3 clusters Score -5856283 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -5856305.500000 Penalty: 1049.222778
	Iteration 31Q: 3 clusters Score -5856306 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -5856408.500000 Penalty: 1049.222778
	Iteration 32Q: 3 clusters Score -5856408 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 92654 members 
Entering Unmasked Estep 
Score: -5856428.000000 Penalty: 1049.222778
	Iteration 33Q: 3 clusters Score -5856428 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -5856465.500000 Penalty: 1049.222778
	Iteration 34Q: 3 clusters Score -5856466 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 93449 members 
Entering Unmasked Estep 
Score: -5856466.000000 Penalty: 1049.222778
	Iteration 35Q: 3 clusters Score -5856466 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -5856493.500000 Penalty: 1049.222778
	Iteration 36Q: 3 clusters Score -5856494 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 94111 members 
Entering Unmasked Estep 
Score: -5856493.500000 Penalty: 1049.222778
	Iteration 37Q: 3 clusters Score -5856494 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -5856493.500000 Penalty: 1049.222778
	Iteration 38Q: 3 clusters Score -5856494 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 94750 members 
Entering Unmasked Estep 
Score: -5856488.500000 Penalty: 1049.222778
	Iteration 39Q: 3 clusters Score -5856488 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -5856546.000000 Penalty: 1049.222778
	Iteration 40F: 3 clusters Score -5856546 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -5856598.500000 Penalty: 1049.222778
	Iteration 41Q: 3 clusters Score -5856598 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 95685 members 
Entering Unmasked Estep 
Score: -5856678.000000 Penalty: 1049.222778
	Iteration 42Q: 3 clusters Score -5856678 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 95981 members 
Entering Unmasked Estep 
Score: -5856733.500000 Penalty: 1049.222778
	Iteration 43Q: 3 clusters Score -5856734 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
Score: -5856765.500000 Penalty: 1049.222778
	Iteration 44Q: 3 clusters Score -5856766 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 96504 members 
Entering Unmasked Estep 
Score: -5856832.000000 Penalty: 1049.222778
	Iteration 45Q: 3 clusters Score -5856832 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -5856859.500000 Penalty: 1049.222778
	Iteration 46Q: 3 clusters Score -5856860 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -5856911.000000 Penalty: 1049.222778
	Iteration 47Q: 3 clusters Score -5856911 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -5856908.500000 Penalty: 1049.222778
	Iteration 48Q: 3 clusters Score -5856908 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 97405 members 
Entering Unmasked Estep 
Score: -5856953.000000 Penalty: 1049.222778
	Iteration 49Q: 3 clusters Score -5856953 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 97595 members 
Entering Unmasked Estep 
Score: -5856958.500000 Penalty: 1049.222778
	Iteration 50Q: 3 clusters Score -5856958 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 97772 members 
Entering Unmasked Estep 
Score: -5856944.500000 Penalty: 1049.222778
	Iteration 51Q: 3 clusters Score -5856944 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -5856985.500000 Penalty: 1049.222778
	Iteration 52Q: 3 clusters Score -5856986 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
Score: -5857033.500000 Penalty: 1049.222778
	Iteration 53Q: 3 clusters Score -5857034 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 98253 members 
Entering Unmasked Estep 
Score: -5857050.500000 Penalty: 1049.222778
	Iteration 54Q: 3 clusters Score -5857050 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
Score: -5857054.500000 Penalty: 1049.222778
	Iteration 55Q: 3 clusters Score -5857054 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -5857082.000000 Penalty: 1049.222778
	Iteration 56Q: 3 clusters Score -5857082 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 98635 members 
Entering Unmasked Estep 
Score: -5857087.000000 Penalty: 1049.222778
	Iteration 57Q: 3 clusters Score -5857087 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 98765 members 
Entering Unmasked Estep 
Score: -5857113.500000 Penalty: 1049.222778
	Iteration 58Q: 3 clusters Score -5857114 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 98883 members 
Entering Unmasked Estep 
Score: -5857166.000000 Penalty: 1049.222778
	Iteration 59Q: 3 clusters Score -5857166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 98985 members 
Entering Unmasked Estep 
Score: -5857174.500000 Penalty: 1049.222778
	Iteration 60F: 3 clusters Score -5857174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 99081 members 
Entering Unmasked Estep 
Score: -5857208.000000 Penalty: 1049.222778
	Iteration 61Q: 3 clusters Score -5857208 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 99169 members 
Entering Unmasked Estep 
Score: -5857231.500000 Penalty: 1049.222778
	Iteration 62Q: 3 clusters Score -5857232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 99240 members 
Entering Unmasked Estep 
Score: -5857243.000000 Penalty: 1049.222778
	Iteration 63Q: 3 clusters Score -5857243 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 99313 members 
Entering Unmasked Estep 
Score: -5857245.500000 Penalty: 1049.222778
	Iteration 64Q: 3 clusters Score -5857246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 99372 members 
Entering Unmasked Estep 
Score: -5857257.500000 Penalty: 1049.222778
	Iteration 65Q: 3 clusters Score -5857258 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 99439 members 
Entering Unmasked Estep 
Score: -5857246.000000 Penalty: 1049.222778
	Iteration 66Q: 3 clusters Score -5857246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 99503 members 
Entering Unmasked Estep 
Score: -5857255.500000 Penalty: 1049.222778
	Iteration 67Q: 3 clusters Score -5857256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 99572 members 
Entering Unmasked Estep 
Score: -5857269.000000 Penalty: 1049.222778
	Iteration 68Q: 3 clusters Score -5857269 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 99645 members 
Entering Unmasked Estep 
Score: -5857282.000000 Penalty: 1049.222778
	Iteration 69Q: 3 clusters Score -5857282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -5857291.000000 Penalty: 1049.222778
	Iteration 70Q: 3 clusters Score -5857291 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 99796 members 
Entering Unmasked Estep 
Score: -5857320.500000 Penalty: 1049.222778
	Iteration 71Q: 3 clusters Score -5857320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -5857316.500000 Penalty: 1049.222778
	Iteration 72Q: 3 clusters Score -5857316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -5857342.000000 Penalty: 1049.222778
	Iteration 73Q: 3 clusters Score -5857342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 99970 members 
Entering Unmasked Estep 
Score: -5857349.000000 Penalty: 1049.222778
	Iteration 74Q: 3 clusters Score -5857349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -5857353.000000 Penalty: 1049.222778
	Iteration 75Q: 3 clusters Score -5857353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 100066 members 
Entering Unmasked Estep 
Score: -5857371.000000 Penalty: 1049.222778
	Iteration 76Q: 3 clusters Score -5857371 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 100115 members 
Entering Unmasked Estep 
Score: -5857380.000000 Penalty: 1049.222778
	Iteration 77Q: 3 clusters Score -5857380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 100158 members 
Entering Unmasked Estep 
Score: -5857379.000000 Penalty: 1049.222778
	Iteration 78Q: 3 clusters Score -5857379 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 100205 members 
Entering Unmasked Estep 
Score: -5857387.000000 Penalty: 1049.222778
	Iteration 79Q: 3 clusters Score -5857387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 100248 members 
Entering Unmasked Estep 
Score: -5857390.000000 Penalty: 1049.222778
	Iteration 80F: 3 clusters Score -5857390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 100284 members 
Entering Unmasked Estep 
Score: -5857410.500000 Penalty: 1049.222778
	Iteration 81Q: 3 clusters Score -5857410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 100304 members 
Entering Unmasked Estep 
Score: -5857423.500000 Penalty: 1049.222778
	Iteration 82Q: 3 clusters Score -5857424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 100324 members 
Entering Unmasked Estep 
Score: -5857415.000000 Penalty: 1049.222778
	Iteration 83Q: 3 clusters Score -5857415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 100347 members 
Entering Unmasked Estep 
Score: -5857416.500000 Penalty: 1049.222778
	Iteration 84Q: 3 clusters Score -5857416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -5857418.000000 Penalty: 1049.222778
	Iteration 85Q: 3 clusters Score -5857418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -5857426.000000 Penalty: 1049.222778
	Iteration 86Q: 3 clusters Score -5857426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 100409 members 
Entering Unmasked Estep 
Score: -5857432.000000 Penalty: 1049.222778
	Iteration 87Q: 3 clusters Score -5857432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -5857435.000000 Penalty: 1049.222778
	Iteration 88Q: 3 clusters Score -5857435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 100438 members 
Entering Unmasked Estep 
Score: -5857433.000000 Penalty: 1049.222778
	Iteration 89Q: 3 clusters Score -5857433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 100449 members 
Entering Unmasked Estep 
Score: -5857432.000000 Penalty: 1049.222778
	Iteration 90Q: 3 clusters Score -5857432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -5857434.000000 Penalty: 1049.222778
	Iteration 91Q: 3 clusters Score -5857434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -5857428.000000 Penalty: 1049.222778
	Iteration 92Q: 3 clusters Score -5857428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 100486 members 
Entering Unmasked Estep 
Score: -5857423.000000 Penalty: 1049.222778
	Iteration 93Q: 3 clusters Score -5857423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -5857417.500000 Penalty: 1049.222778
	Iteration 94Q: 3 clusters Score -5857418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 100502 members 
Entering Unmasked Estep 
Score: -5857418.000000 Penalty: 1049.222778
	Iteration 95Q: 3 clusters Score -5857418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 100511 members 
Entering Unmasked Estep 
Score: -5857422.500000 Penalty: 1049.222778
	Iteration 96Q: 3 clusters Score -5857422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 100519 members 
Entering Unmasked Estep 
Score: -5857419.000000 Penalty: 1049.222778
	Iteration 97Q: 3 clusters Score -5857419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 100526 members 
Entering Unmasked Estep 
Score: -5857428.500000 Penalty: 1049.222778
	Iteration 98Q: 3 clusters Score -5857428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 100534 members 
Entering Unmasked Estep 
Score: -5857436.000000 Penalty: 1049.222778
	Iteration 99Q: 3 clusters Score -5857436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 100541 members 
Entering Unmasked Estep 
Score: -5857449.000000 Penalty: 1049.222778
	Iteration 100F: 3 clusters Score -5857449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -5857454.000000 Penalty: 1049.222778
	Iteration 101Q: 3 clusters Score -5857454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 100555 members 
Entering Unmasked Estep 
Score: -5857453.500000 Penalty: 1049.222778
	Iteration 102Q: 3 clusters Score -5857454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -5857459.500000 Penalty: 1049.222778
	Iteration 103Q: 3 clusters Score -5857460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 100566 members 
Entering Unmasked Estep 
Score: -5857467.000000 Penalty: 1049.222778
	Iteration 104Q: 3 clusters Score -5857467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 100574 members 
Entering Unmasked Estep 
Score: -5857459.500000 Penalty: 1049.222778
	Iteration 105Q: 3 clusters Score -5857460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 100583 members 
Entering Unmasked Estep 
Score: -5857461.000000 Penalty: 1049.222778
	Iteration 106Q: 3 clusters Score -5857461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 100593 members 
Entering Unmasked Estep 
Score: -5857464.000000 Penalty: 1049.222778
	Iteration 107Q: 3 clusters Score -5857464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 100603 members 
Entering Unmasked Estep 
Score: -5857468.500000 Penalty: 1049.222778
	Iteration 108Q: 3 clusters Score -5857468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 100614 members 
Entering Unmasked Estep 
Score: -5857470.000000 Penalty: 1049.222778
	Iteration 109Q: 3 clusters Score -5857470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 100624 members 
Entering Unmasked Estep 
Score: -5857475.000000 Penalty: 1049.222778
	Iteration 110Q: 3 clusters Score -5857475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -5857471.000000 Penalty: 1049.222778
	Iteration 111Q: 3 clusters Score -5857471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -5857460.000000 Penalty: 1049.222778
	Iteration 112Q: 3 clusters Score -5857460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 100645 members 
Entering Unmasked Estep 
Score: -5857477.000000 Penalty: 1049.222778
	Iteration 113Q: 3 clusters Score -5857477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 100658 members 
Entering Unmasked Estep 
Score: -5857479.000000 Penalty: 1049.222778
	Iteration 114Q: 3 clusters Score -5857479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 100668 members 
Entering Unmasked Estep 
Score: -5857483.500000 Penalty: 1049.222778
	Iteration 115Q: 3 clusters Score -5857484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 100681 members 
Entering Unmasked Estep 
Score: -5857502.500000 Penalty: 1049.222778
	Iteration 116Q: 3 clusters Score -5857502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 100692 members 
Entering Unmasked Estep 
Score: -5857507.500000 Penalty: 1049.222778
	Iteration 117Q: 3 clusters Score -5857508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 100702 members 
Entering Unmasked Estep 
Score: -5857511.000000 Penalty: 1049.222778
	Iteration 118Q: 3 clusters Score -5857511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -5857516.000000 Penalty: 1049.222778
	Iteration 119Q: 3 clusters Score -5857516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 100721 members 
Entering Unmasked Estep 
Score: -5857514.500000 Penalty: 1049.222778
	Iteration 120F: 3 clusters Score -5857514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -5857510.500000 Penalty: 1049.222778
	Iteration 121Q: 3 clusters Score -5857510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 100736 members 
Entering Unmasked Estep 
Score: -5857506.500000 Penalty: 1049.222778
	Iteration 122Q: 3 clusters Score -5857506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 100745 members 
Entering Unmasked Estep 
Score: -5857506.500000 Penalty: 1049.222778
	Iteration 123Q: 3 clusters Score -5857506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 100751 members 
Entering Unmasked Estep 
Score: -5857506.500000 Penalty: 1049.222778
	Iteration 124Q: 3 clusters Score -5857506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -5857506.000000 Penalty: 1049.222778
	Iteration 125Q: 3 clusters Score -5857506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -5857509.000000 Penalty: 1049.222778
	Iteration 126Q: 3 clusters Score -5857509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 100787 members 
Entering Unmasked Estep 
Score: -5857509.000000 Penalty: 1049.222778
	Iteration 127Q: 3 clusters Score -5857509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 100797 members 
Entering Unmasked Estep 
Score: -5857518.000000 Penalty: 1049.222778
	Iteration 128Q: 3 clusters Score -5857518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 100808 members 
Entering Unmasked Estep 
Score: -5857527.500000 Penalty: 1049.222778
	Iteration 129Q: 3 clusters Score -5857528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 100822 members 
Entering Unmasked Estep 
Score: -5857550.000000 Penalty: 1049.222778
	Iteration 130Q: 3 clusters Score -5857550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -5857552.000000 Penalty: 1049.222778
	Iteration 131Q: 3 clusters Score -5857552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 100842 members 
Entering Unmasked Estep 
Score: -5857552.500000 Penalty: 1049.222778
	Iteration 132Q: 3 clusters Score -5857552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -5857556.000000 Penalty: 1049.222778
	Iteration 133Q: 3 clusters Score -5857556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 100853 members 
Entering Unmasked Estep 
Score: -5857550.000000 Penalty: 1049.222778
	Iteration 134Q: 3 clusters Score -5857550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 100857 members 
Entering Unmasked Estep 
Score: -5857548.000000 Penalty: 1049.222778
	Iteration 135Q: 3 clusters Score -5857548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -5857548.000000 Penalty: 1049.222778
	Iteration 136Q: 3 clusters Score -5857548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 100862 members 
Entering Unmasked Estep 
Score: -5857552.500000 Penalty: 1049.222778
	Iteration 137Q: 3 clusters Score -5857552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 100862 members 
Entering Unmasked Estep 
Score: -5857552.500000 Penalty: 1049.222778
	Iteration 138F: 3 clusters Score -5857552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9207.963867 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9207.964 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 103 members 
Entering Unmasked Estep 
Score: -8917.987305 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -8917.987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9040.331055 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9040.331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9078.218750 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9078.219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9088.194336 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -9088.194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9096.053711 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9096.054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9098.762695 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9098.763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9099.914062 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9099.914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9102.849609 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -9102.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9103.798828 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -9103.799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9105.389648 Penalty: 484.836731
	Iteration 9Q: 3 clusters Score -9105.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9105.879883 Penalty: 484.836731
	Iteration 10Q: 3 clusters Score -9105.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9105.879883 Penalty: 484.836731
	Iteration 11F: 3 clusters Score -9105.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -40119.761719 Penalty: 303.749969
	Iteration 0F: 2 clusters Score -40119.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39481.507812 Penalty: 607.499939
	Iteration 0F: 3 clusters Score -39481.51 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39878.984375 Penalty: 607.499939
	Iteration 1F: 3 clusters Score -39878.98 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40019.433594 Penalty: 607.499939
	Iteration 2F: 3 clusters Score -40019.43 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40091.246094 Penalty: 607.499939
	Iteration 3F: 3 clusters Score -40091.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40133.000000 Penalty: 607.499939
	Iteration 4Q: 3 clusters Score -40133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -40171.175781 Penalty: 607.499939
	Iteration 5Q: 3 clusters Score -40171.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -40196.414062 Penalty: 607.499939
	Iteration 6Q: 3 clusters Score -40196.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -40212.464844 Penalty: 607.499939
	Iteration 7Q: 3 clusters Score -40212.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -40217.496094 Penalty: 607.499939
	Iteration 8Q: 3 clusters Score -40217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -40222.023438 Penalty: 607.499939
	Iteration 9Q: 3 clusters Score -40222.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -40223.308594 Penalty: 607.499939
	Iteration 10Q: 3 clusters Score -40223.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -40223.847656 Penalty: 607.499939
	Iteration 11Q: 3 clusters Score -40223.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -40223.847656 Penalty: 607.499939
	Iteration 12F: 3 clusters Score -40223.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 710 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Mstep: Class 58 contains 83 members 
Entering Unmasked Estep 
Score: -10143996.000000 Penalty: 32058.470703
Splitting cluster 46 changes total score from -10144145.000000 to -10143996.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -43444.132812 Penalty: 305.549957
	Iteration 0F: 2 clusters Score -43444.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -42743.777344 Penalty: 611.099915
	Iteration 0F: 3 clusters Score -42743.78 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42986.082031 Penalty: 611.099915
	Iteration 1F: 3 clusters Score -42986.08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -43043.394531 Penalty: 611.099915
	Iteration 2F: 3 clusters Score -43043.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -43072.917969 Penalty: 611.099915
	Iteration 3F: 3 clusters Score -43072.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43094.972656 Penalty: 611.099915
	Iteration 4Q: 3 clusters Score -43094.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -43113.105469 Penalty: 611.099915
	Iteration 5Q: 3 clusters Score -43113.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43120.707031 Penalty: 611.099915
	Iteration 6Q: 3 clusters Score -43120.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43127.367188 Penalty: 611.099915
	Iteration 7Q: 3 clusters Score -43127.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43135.121094 Penalty: 611.099915
	Iteration 8Q: 3 clusters Score -43135.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43140.000000 Penalty: 611.099915
	Iteration 9Q: 3 clusters Score -43140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43143.589844 Penalty: 611.099915
	Iteration 10Q: 3 clusters Score -43143.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43147.519531 Penalty: 611.099915
	Iteration 11Q: 3 clusters Score -43147.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43156.132812 Penalty: 611.099915
	Iteration 12Q: 3 clusters Score -43156.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43162.683594 Penalty: 611.099915
	Iteration 13Q: 3 clusters Score -43162.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43168.394531 Penalty: 611.099915
	Iteration 14Q: 3 clusters Score -43168.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43172.351562 Penalty: 611.099915
	Iteration 15Q: 3 clusters Score -43172.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43175.578125 Penalty: 611.099915
	Iteration 16Q: 3 clusters Score -43175.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43177.617188 Penalty: 611.099915
	Iteration 17Q: 3 clusters Score -43177.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43181.261719 Penalty: 611.099915
	Iteration 18Q: 3 clusters Score -43181.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43181.347656 Penalty: 611.099915
	Iteration 19Q: 3 clusters Score -43181.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43181.347656 Penalty: 611.099915
	Iteration 20F: 3 clusters Score -43181.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -17853.136719 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -17853.14 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 165 members 
Entering Unmasked Estep 
Score: -17457.882812 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -17457.88 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17559.099609 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -17559.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17594.050781 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -17594.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17617.875000 Penalty: 529.085876
	Iteration 3Q: 3 clusters Score -17617.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17678.509766 Penalty: 529.085876
	Iteration 4F: 3 clusters Score -17678.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17747.886719 Penalty: 529.085876
	Iteration 5F: 3 clusters Score -17747.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17826.644531 Penalty: 529.085876
	Iteration 6F: 3 clusters Score -17826.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17853.746094 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -17853.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17870.146484 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -17870.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17882.957031 Penalty: 529.085876
	Iteration 9Q: 3 clusters Score -17882.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17886.210938 Penalty: 529.085876
	Iteration 10Q: 3 clusters Score -17886.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17891.783203 Penalty: 529.085876
	Iteration 11Q: 3 clusters Score -17891.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17896.589844 Penalty: 529.085876
	Iteration 12Q: 3 clusters Score -17896.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17901.685547 Penalty: 529.085876
	Iteration 13Q: 3 clusters Score -17901.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17902.646484 Penalty: 529.085876
	Iteration 14Q: 3 clusters Score -17902.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17902.968750 Penalty: 529.085876
	Iteration 15Q: 3 clusters Score -17902.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17902.968750 Penalty: 529.085876
	Iteration 16F: 3 clusters Score -17902.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 176 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Mstep: Class 58 contains 159 members 
Entering Unmasked Estep 
Score: -10143915.000000 Penalty: 32058.470703
Splitting cluster 48 changes total score from -10144145.000000 to -10143915.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -13899.560547 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -13899.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13600.791016 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -13600.79 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13683.160156 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -13683.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13700.222656 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -13700.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13709.852539 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -13709.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13710.685547 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -13710.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13710.685547 Penalty: 500.985168
	Iteration 5F: 3 clusters Score -13710.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Entering Unmasked Estep 
Score: -233158.875000 Penalty: 381.932526
	Iteration 0F: 2 clusters Score -233158.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -230171.328125 Penalty: 763.865051
	Iteration 0F: 3 clusters Score -230171.3 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -231490.593750 Penalty: 763.865051
	Iteration 1F: 3 clusters Score -231490.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -231792.812500 Penalty: 763.865051
	Iteration 2F: 3 clusters Score -231792.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -232000.546875 Penalty: 763.865051
	Iteration 3F: 3 clusters Score -232000.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -232144.781250 Penalty: 763.865051
	Iteration 4F: 3 clusters Score -232144.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -232259.796875 Penalty: 763.865051
	Iteration 5Q: 3 clusters Score -232259.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -232354.687500 Penalty: 763.865051
	Iteration 6Q: 3 clusters Score -232354.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -232429.000000 Penalty: 763.865051
	Iteration 7Q: 3 clusters Score -232429 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -232483.781250 Penalty: 763.865051
	Iteration 8Q: 3 clusters Score -232483.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -232531.562500 Penalty: 763.865051
	Iteration 9Q: 3 clusters Score -232531.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -232580.500000 Penalty: 763.865051
	Iteration 10Q: 3 clusters Score -232580.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -232620.968750 Penalty: 763.865051
	Iteration 11Q: 3 clusters Score -232621 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -232657.750000 Penalty: 763.865051
	Iteration 12Q: 3 clusters Score -232657.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -232690.359375 Penalty: 763.865051
	Iteration 13Q: 3 clusters Score -232690.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -232732.843750 Penalty: 763.865051
	Iteration 14Q: 3 clusters Score -232732.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -232770.875000 Penalty: 763.865051
	Iteration 15Q: 3 clusters Score -232770.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -232810.953125 Penalty: 763.865051
	Iteration 16Q: 3 clusters Score -232811 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -232852.921875 Penalty: 763.865051
	Iteration 17Q: 3 clusters Score -232852.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -232884.843750 Penalty: 763.865051
	Iteration 18Q: 3 clusters Score -232884.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -232914.546875 Penalty: 763.865051
	Iteration 19Q: 3 clusters Score -232914.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -232936.531250 Penalty: 763.865051
	Iteration 20F: 3 clusters Score -232936.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -232963.562500 Penalty: 763.865051
	Iteration 21Q: 3 clusters Score -232963.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -232979.578125 Penalty: 763.865051
	Iteration 22Q: 3 clusters Score -232979.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -232995.843750 Penalty: 763.865051
	Iteration 23Q: 3 clusters Score -232995.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -233008.156250 Penalty: 763.865051
	Iteration 24Q: 3 clusters Score -233008.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -233022.640625 Penalty: 763.865051
	Iteration 25Q: 3 clusters Score -233022.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -233036.109375 Penalty: 763.865051
	Iteration 26Q: 3 clusters Score -233036.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -233047.812500 Penalty: 763.865051
	Iteration 27Q: 3 clusters Score -233047.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -233054.640625 Penalty: 763.865051
	Iteration 28Q: 3 clusters Score -233054.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -233059.328125 Penalty: 763.865051
	Iteration 29Q: 3 clusters Score -233059.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -233061.390625 Penalty: 763.865051
	Iteration 30Q: 3 clusters Score -233061.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -233061.937500 Penalty: 763.865051
	Iteration 31Q: 3 clusters Score -233061.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -233062.109375 Penalty: 763.865051
	Iteration 32Q: 3 clusters Score -233062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -233063.546875 Penalty: 763.865051
	Iteration 33Q: 3 clusters Score -233063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -233064.031250 Penalty: 763.865051
	Iteration 34Q: 3 clusters Score -233064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -233063.734375 Penalty: 763.865051
	Iteration 35Q: 3 clusters Score -233063.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -233064.359375 Penalty: 763.865051
	Iteration 36Q: 3 clusters Score -233064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -233065.671875 Penalty: 763.865051
	Iteration 37Q: 3 clusters Score -233065.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -233066.046875 Penalty: 763.865051
	Iteration 38Q: 3 clusters Score -233066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -233067.093750 Penalty: 763.865051
	Iteration 39Q: 3 clusters Score -233067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -233067.093750 Penalty: 763.865051
	Iteration 40F: 3 clusters Score -233067.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -4837.079590 Penalty: 210.436264
	Iteration 0F: 2 clusters Score -4837.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4664.277832 Penalty: 420.872528
	Iteration 0F: 3 clusters Score -4664.278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4741.766602 Penalty: 420.872528
	Iteration 1F: 3 clusters Score -4741.767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4799.885742 Penalty: 420.872528
	Iteration 2Q: 3 clusters Score -4799.886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4880.087402 Penalty: 420.872528
	Iteration 3Q: 3 clusters Score -4880.087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4883.623047 Penalty: 420.872528
	Iteration 4Q: 3 clusters Score -4883.623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4883.623047 Penalty: 420.872528
	Iteration 5F: 3 clusters Score -4883.623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 56 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Mstep: Class 58 contains 46 members 
Entering Unmasked Estep 
Score: -10143845.000000 Penalty: 32058.470703
Splitting cluster 51 changes total score from -10144145.000000 to -10143845.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -3686.232178 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -3686.232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3516.971680 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -3516.972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3561.322998 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -3561.323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3586.163574 Penalty: 395.286285
	Iteration 2F: 3 clusters Score -3586.164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3602.501221 Penalty: 395.286285
	Iteration 3F: 3 clusters Score -3602.501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3642.734863 Penalty: 395.286285
	Iteration 4F: 3 clusters Score -3642.735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3673.551514 Penalty: 395.286285
	Iteration 5F: 3 clusters Score -3673.552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3687.998535 Penalty: 395.286285
	Iteration 6Q: 3 clusters Score -3687.999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3687.998535 Penalty: 395.286285
	Iteration 7F: 3 clusters Score -3687.999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 45 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Mstep: Class 58 contains 32 members 
Entering Unmasked Estep 
Score: -10143792.000000 Penalty: 32058.470703
Splitting cluster 52 changes total score from -10144145.000000 to -10143792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -11074.738281 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11074.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10775.797852 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -10775.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10860.291016 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -10860.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10879.601562 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -10879.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10895.421875 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -10895.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10912.382812 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -10912.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10935.708008 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -10935.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10953.645508 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -10953.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10968.541992 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -10968.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10975.326172 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -10975.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10979.207031 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -10979.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10982.293945 Penalty: 495.260010
	Iteration 10Q: 3 clusters Score -10982.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10982.293945 Penalty: 495.260010
	Iteration 11F: 3 clusters Score -10982.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -18303.433594 Penalty: 272.838593
	Iteration 0F: 2 clusters Score -18303.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17897.376953 Penalty: 545.677185
	Iteration 0F: 3 clusters Score -17897.38 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18007.958984 Penalty: 545.677185
	Iteration 1F: 3 clusters Score -18007.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18027.064453 Penalty: 545.677185
	Iteration 2F: 3 clusters Score -18027.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18033.021484 Penalty: 545.677185
	Iteration 3Q: 3 clusters Score -18033.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18035.888672 Penalty: 545.677185
	Iteration 4Q: 3 clusters Score -18035.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18038.990234 Penalty: 545.677185
	Iteration 5Q: 3 clusters Score -18038.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18041.558594 Penalty: 545.677185
	Iteration 6Q: 3 clusters Score -18041.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18042.054688 Penalty: 545.677185
	Iteration 7Q: 3 clusters Score -18042.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18043.039062 Penalty: 545.677185
	Iteration 8Q: 3 clusters Score -18043.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -18045.445312 Penalty: 545.677185
	Iteration 9Q: 3 clusters Score -18045.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18048.783203 Penalty: 545.677185
	Iteration 10Q: 3 clusters Score -18048.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18053.777344 Penalty: 545.677185
	Iteration 11Q: 3 clusters Score -18053.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -18057.685547 Penalty: 545.677185
	Iteration 12Q: 3 clusters Score -18057.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18061.130859 Penalty: 545.677185
	Iteration 13Q: 3 clusters Score -18061.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18067.181641 Penalty: 545.677185
	Iteration 14Q: 3 clusters Score -18067.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18082.208984 Penalty: 545.677185
	Iteration 15Q: 3 clusters Score -18082.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -18087.705078 Penalty: 545.677185
	Iteration 16Q: 3 clusters Score -18087.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -18088.542969 Penalty: 545.677185
	Iteration 17Q: 3 clusters Score -18088.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -18088.542969 Penalty: 545.677185
	Iteration 18F: 3 clusters Score -18088.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -22284.703125 Penalty: 272.039307
	Iteration 0F: 2 clusters Score -22284.7 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 207 members 
Entering Unmasked Estep 
Score: -21869.697266 Penalty: 544.078613
	Iteration 0F: 3 clusters Score -21869.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21992.769531 Penalty: 544.078613
	Iteration 1F: 3 clusters Score -21992.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22033.732422 Penalty: 544.078613
	Iteration 2F: 3 clusters Score -22033.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22073.181641 Penalty: 544.078613
	Iteration 3F: 3 clusters Score -22073.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22129.833984 Penalty: 544.078613
	Iteration 4F: 3 clusters Score -22129.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22183.318359 Penalty: 544.078613
	Iteration 5F: 3 clusters Score -22183.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22207.718750 Penalty: 544.078613
	Iteration 6Q: 3 clusters Score -22207.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22231.302734 Penalty: 544.078613
	Iteration 7Q: 3 clusters Score -22231.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22243.214844 Penalty: 544.078613
	Iteration 8Q: 3 clusters Score -22243.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22263.314453 Penalty: 544.078613
	Iteration 9Q: 3 clusters Score -22263.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22271.435547 Penalty: 544.078613
	Iteration 10Q: 3 clusters Score -22271.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22274.103516 Penalty: 544.078613
	Iteration 11Q: 3 clusters Score -22274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22276.863281 Penalty: 544.078613
	Iteration 12Q: 3 clusters Score -22276.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22283.414062 Penalty: 544.078613
	Iteration 13Q: 3 clusters Score -22283.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22289.734375 Penalty: 544.078613
	Iteration 14Q: 3 clusters Score -22289.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22291.761719 Penalty: 544.078613
	Iteration 15Q: 3 clusters Score -22291.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22291.761719 Penalty: 544.078613
	Iteration 16F: 3 clusters Score -22291.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 179 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 60 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 1401 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 109 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 44 contains 101714 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 4421 members 
Mstep: Class 51 contains 102 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 396 members 
Mstep: Class 57 contains 270 members 
Mstep: Class 58 contains 177 members 
Entering Unmasked Estep 
Score: -10143871.000000 Penalty: 32058.470703
Splitting cluster 55 changes total score from -10144145.000000 to -10143871.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -24004.794922 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -24004.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23602.435547 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -23602.44 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23721.439453 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -23721.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23763.878906 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -23763.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23803.791016 Penalty: 544.308716
	Iteration 3F: 3 clusters Score -23803.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23839.035156 Penalty: 544.308716
	Iteration 4Q: 3 clusters Score -23839.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23864.634766 Penalty: 544.308716
	Iteration 5Q: 3 clusters Score -23864.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23879.599609 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -23879.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23884.466797 Penalty: 544.308716
	Iteration 7Q: 3 clusters Score -23884.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23886.382812 Penalty: 544.308716
	Iteration 8Q: 3 clusters Score -23886.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23888.427734 Penalty: 544.308716
	Iteration 9Q: 3 clusters Score -23888.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23890.531250 Penalty: 544.308716
	Iteration 10Q: 3 clusters Score -23890.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23894.167969 Penalty: 544.308716
	Iteration 11Q: 3 clusters Score -23894.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23902.814453 Penalty: 544.308716
	Iteration 12Q: 3 clusters Score -23902.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23916.449219 Penalty: 544.308716
	Iteration 13Q: 3 clusters Score -23916.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23926.787109 Penalty: 544.308716
	Iteration 14Q: 3 clusters Score -23926.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23943.472656 Penalty: 544.308716
	Iteration 15Q: 3 clusters Score -23943.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23954.767578 Penalty: 544.308716
	Iteration 16Q: 3 clusters Score -23954.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23969.765625 Penalty: 544.308716
	Iteration 17Q: 3 clusters Score -23969.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23979.742188 Penalty: 544.308716
	Iteration 18Q: 3 clusters Score -23979.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23987.613281 Penalty: 544.308716
	Iteration 19Q: 3 clusters Score -23987.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23997.923828 Penalty: 544.308716
	Iteration 20F: 3 clusters Score -23997.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24001.390625 Penalty: 544.308716
	Iteration 21Q: 3 clusters Score -24001.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24002.330078 Penalty: 544.308716
	Iteration 22Q: 3 clusters Score -24002.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24002.789062 Penalty: 544.308716
	Iteration 23Q: 3 clusters Score -24002.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24003.609375 Penalty: 544.308716
	Iteration 24Q: 3 clusters Score -24003.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24003.609375 Penalty: 544.308716
	Iteration 25F: 3 clusters Score -24003.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -13959.719727 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -13959.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13625.774414 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -13625.77 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13727.711914 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -13727.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13770.823242 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -13770.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13789.572266 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -13789.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13807.253906 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -13807.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13816.387695 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -13816.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13825.480469 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -13825.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13834.860352 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -13834.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13837.337891 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -13837.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13837.337891 Penalty: 509.456421
	Iteration 9F: 3 clusters Score -13837.34 nChanged 0
23->58 Clusters: Score -10144145.000000, best is -10142004.000000
THE BEST YET!

Starting from 24 clusters...
--- Clustering full data set of 188709 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8289 members 
Mstep: Class 3 contains 8400 members 
Mstep: Class 4 contains 8287 members 
Mstep: Class 5 contains 8255 members 
Mstep: Class 6 contains 8096 members 
Mstep: Class 7 contains 8263 members 
Mstep: Class 8 contains 8024 members 
Mstep: Class 9 contains 8377 members 
Mstep: Class 10 contains 8232 members 
Mstep: Class 11 contains 8194 members 
Mstep: Class 12 contains 8108 members 
Mstep: Class 13 contains 8088 members 
Mstep: Class 14 contains 8214 members 
Mstep: Class 15 contains 8183 members 
Mstep: Class 16 contains 8317 members 
Mstep: Class 17 contains 8415 members 
Mstep: Class 18 contains 8280 members 
Mstep: Class 19 contains 8412 members 
Mstep: Class 20 contains 8113 members 
Mstep: Class 21 contains 8003 members 
Mstep: Class 22 contains 8023 members 
Mstep: Class 23 contains 8111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 60.721870 but Gain 552.732422
Score: -7753963.500000 Penalty: 12160.109375
Iteration 0F: 23 clusters Score -7753964 nChanged 180577
Entering Unmasked Mstep 
Mstep: Class 0 contains 2273 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 137 members 
Mstep: Class 3 contains 326 members 
Mstep: Class 4 contains 823 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 69 members 
Mstep: Class 9 contains 112 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 11 contains 796 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 9757 members 
Mstep: Class 15 contains 50842 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 1418 members 
Mstep: Class 20 contains 1853 members 
Mstep: Class 21 contains 38158 members 
Mstep: Class 22 contains 58975 members 
Mstep: Class 23 contains 6638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 265.205200 but Gain 552.732422
Score: -9648508.000000 Penalty: 11607.376953
Iteration 1F: 22 clusters Score -9648508 nChanged 102407
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 4 contains 746 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 7 contains 6380 members 
Mstep: Class 8 contains 148 members 
Mstep: Class 9 contains 160 members 
Mstep: Class 10 contains 1335 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 269 members 
Mstep: Class 13 contains 2211 members 
Mstep: Class 14 contains 2188 members 
Mstep: Class 15 contains 5224 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 1200 members 
Mstep: Class 21 contains 24235 members 
Mstep: Class 22 contains 132256 members 
Mstep: Class 23 contains 2506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -9963125.000000 Penalty: 11607.376953
Iteration 2F: 22 clusters Score -9963125 nChanged 23545
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 287 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 7 contains 7831 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 2029 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 30648 members 
Mstep: Class 22 contains 128938 members 
Mstep: Class 23 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10031207.000000 Penalty: 11607.376953
Iteration 3F: 22 clusters Score -1.003121e+07 nChanged 13604
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 4 contains 986 members 
Mstep: Class 5 contains 810 members 
Mstep: Class 7 contains 7161 members 
Mstep: Class 8 contains 303 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 1027 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 2065 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 354 members 
Mstep: Class 17 contains 700 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 1492 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 35862 members 
Mstep: Class 22 contains 123068 members 
Mstep: Class 23 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 526.756348 but Gain 552.731445
Score: -10061875.000000 Penalty: 11054.645508
Iteration 4F: 21 clusters Score -1.006188e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 308 members 
Mstep: Class 4 contains 1062 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 7 contains 6127 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 368 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 1231 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 2118 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 16 contains 363 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 6981 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 38581 members 
Mstep: Class 22 contains 119400 members 
Mstep: Class 23 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10073191.000000 Penalty: 11054.645508
Iteration 5Q: 21 clusters Score -1.007319e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 4 contains 1081 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 1387 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 756 members 
Mstep: Class 16 contains 340 members 
Mstep: Class 17 contains 797 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 951 members 
Mstep: Class 21 contains 39673 members 
Mstep: Class 22 contains 117245 members 
Mstep: Class 23 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10077091.000000 Penalty: 11054.645508
Iteration 6Q: 21 clusters Score -1.007709e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 289 members 
Mstep: Class 4 contains 1088 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 2124 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 16 contains 321 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 8415 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 40297 members 
Mstep: Class 22 contains 115912 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10079974.000000 Penalty: 11054.645508
Iteration 7Q: 21 clusters Score -1.007997e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 286 members 
Mstep: Class 4 contains 1097 members 
Mstep: Class 5 contains 769 members 
Mstep: Class 7 contains 3537 members 
Mstep: Class 8 contains 309 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 16 contains 310 members 
Mstep: Class 17 contains 848 members 
Mstep: Class 18 contains 8750 members 
Mstep: Class 19 contains 1211 members 
Mstep: Class 20 contains 1044 members 
Mstep: Class 21 contains 40866 members 
Mstep: Class 22 contains 114819 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10082648.000000 Penalty: 11054.645508
Iteration 8Q: 21 clusters Score -1.008265e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 284 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 305 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 2147 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 586 members 
Mstep: Class 13 contains 2197 members 
Mstep: Class 14 contains 709 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 865 members 
Mstep: Class 18 contains 8963 members 
Mstep: Class 19 contains 1190 members 
Mstep: Class 20 contains 1063 members 
Mstep: Class 21 contains 41597 members 
Mstep: Class 22 contains 113648 members 
Mstep: Class 23 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10085358.000000 Penalty: 11054.645508
Iteration 9Q: 21 clusters Score -1.008536e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 283 members 
Mstep: Class 4 contains 1128 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 7 contains 2602 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 2141 members 
Mstep: Class 11 contains 1858 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 2181 members 
Mstep: Class 14 contains 682 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 874 members 
Mstep: Class 18 contains 9103 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 1072 members 
Mstep: Class 21 contains 42932 members 
Mstep: Class 22 contains 111988 members 
Mstep: Class 23 contains 579 members 
Entering Unmasked Estep 
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Iteration 10Q: 21 clusters Score -1.009012e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 787 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 305 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 2198 members 
Mstep: Class 11 contains 1987 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 16 contains 292 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 9184 members 
Mstep: Class 19 contains 1165 members 
Mstep: Class 20 contains 1071 members 
Mstep: Class 21 contains 45138 members 
Mstep: Class 22 contains 109462 members 
Mstep: Class 23 contains 668 members 
Entering Unmasked Estep 
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Iteration 11Q: 21 clusters Score -1.009755e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 4 contains 1171 members 
Mstep: Class 5 contains 787 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 305 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 599 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 646 members 
Mstep: Class 16 contains 293 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 18 contains 9253 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 1065 members 
Mstep: Class 21 contains 46775 members 
Mstep: Class 22 contains 107412 members 
Mstep: Class 23 contains 802 members 
Entering Unmasked Estep 
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Iteration 12Q: 21 clusters Score -1.010188e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 287 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 791 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 305 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 2356 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 2061 members 
Mstep: Class 14 contains 636 members 
Mstep: Class 16 contains 294 members 
Mstep: Class 17 contains 858 members 
Mstep: Class 18 contains 9311 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 1055 members 
Mstep: Class 21 contains 47156 members 
Mstep: Class 22 contains 106546 members 
Mstep: Class 23 contains 954 members 
Entering Unmasked Estep 
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Iteration 13Q: 21 clusters Score -1.010302e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 289 members 
Mstep: Class 4 contains 1238 members 
Mstep: Class 5 contains 792 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 305 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 2413 members 
Mstep: Class 11 contains 2668 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 16 contains 293 members 
Mstep: Class 17 contains 854 members 
Mstep: Class 18 contains 9362 members 
Mstep: Class 19 contains 1147 members 
Mstep: Class 20 contains 1040 members 
Mstep: Class 21 contains 47015 members 
Mstep: Class 22 contains 106216 members 
Mstep: Class 23 contains 1114 members 
Entering Unmasked Estep 
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Iteration 14Q: 21 clusters Score -1.01035e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 290 members 
Mstep: Class 4 contains 1271 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 2898 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 635 members 
Mstep: Class 16 contains 292 members 
Mstep: Class 17 contains 857 members 
Mstep: Class 18 contains 9397 members 
Mstep: Class 19 contains 1137 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 46724 members 
Mstep: Class 22 contains 106059 members 
Mstep: Class 23 contains 1280 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -1.010386e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 292 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 2475 members 
Mstep: Class 11 contains 3120 members 
Mstep: Class 12 contains 600 members 
Mstep: Class 13 contains 2058 members 
Mstep: Class 14 contains 648 members 
Mstep: Class 16 contains 292 members 
Mstep: Class 17 contains 854 members 
Mstep: Class 18 contains 9423 members 
Mstep: Class 19 contains 1130 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 46406 members 
Mstep: Class 22 contains 105960 members 
Mstep: Class 23 contains 1437 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -1.010411e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 802 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 12 contains 600 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 16 contains 292 members 
Mstep: Class 17 contains 856 members 
Mstep: Class 18 contains 9447 members 
Mstep: Class 19 contains 1117 members 
Mstep: Class 20 contains 986 members 
Mstep: Class 21 contains 46094 members 
Mstep: Class 22 contains 105879 members 
Mstep: Class 23 contains 1578 members 
Entering Unmasked Estep 
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Iteration 17Q: 21 clusters Score -1.01044e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 2477 members 
Mstep: Class 11 contains 3501 members 
Mstep: Class 12 contains 602 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 648 members 
Mstep: Class 16 contains 292 members 
Mstep: Class 17 contains 856 members 
Mstep: Class 18 contains 9478 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 975 members 
Mstep: Class 21 contains 45829 members 
Mstep: Class 22 contains 105814 members 
Mstep: Class 23 contains 1700 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -1.010459e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 4 contains 1389 members 
Mstep: Class 5 contains 812 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 3634 members 
Mstep: Class 12 contains 602 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 16 contains 293 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 9515 members 
Mstep: Class 19 contains 1096 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 45581 members 
Mstep: Class 22 contains 105754 members 
Mstep: Class 23 contains 1819 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -1.010478e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 3738 members 
Mstep: Class 12 contains 600 members 
Mstep: Class 13 contains 2048 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 292 members 
Mstep: Class 17 contains 857 members 
Mstep: Class 18 contains 9547 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 45371 members 
Mstep: Class 22 contains 105706 members 
Mstep: Class 23 contains 1921 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -1.010552e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 3855 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 2031 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 847 members 
Mstep: Class 18 contains 9557 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 942 members 
Mstep: Class 21 contains 45115 members 
Mstep: Class 22 contains 105672 members 
Mstep: Class 23 contains 2054 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -1.010599e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 293 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 812 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 310 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 608 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 773 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 9592 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 927 members 
Mstep: Class 21 contains 44873 members 
Mstep: Class 22 contains 105638 members 
Mstep: Class 23 contains 2165 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -1.01063e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 291 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 314 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 4090 members 
Mstep: Class 12 contains 612 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 838 members 
Mstep: Class 18 contains 9632 members 
Mstep: Class 19 contains 964 members 
Mstep: Class 20 contains 915 members 
Mstep: Class 21 contains 44596 members 
Mstep: Class 22 contains 105621 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -1.010645e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 292 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 814 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 8 contains 314 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 2573 members 
Mstep: Class 11 contains 4211 members 
Mstep: Class 12 contains 618 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 833 members 
Mstep: Class 18 contains 9665 members 
Mstep: Class 19 contains 939 members 
Mstep: Class 20 contains 909 members 
Mstep: Class 21 contains 44340 members 
Mstep: Class 22 contains 105602 members 
Mstep: Class 23 contains 2347 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -1.010654e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 293 members 
Mstep: Class 4 contains 1622 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 7 contains 1256 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 474 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 795 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 9685 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 904 members 
Mstep: Class 21 contains 44139 members 
Mstep: Class 22 contains 105574 members 
Mstep: Class 23 contains 2430 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -1.010665e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 292 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 627 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 9705 members 
Mstep: Class 19 contains 909 members 
Mstep: Class 20 contains 895 members 
Mstep: Class 21 contains 43956 members 
Mstep: Class 22 contains 105548 members 
Mstep: Class 23 contains 2506 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -1.010672e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 291 members 
Mstep: Class 4 contains 1682 members 
Mstep: Class 5 contains 819 members 
Mstep: Class 7 contains 1225 members 
Mstep: Class 8 contains 312 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 2612 members 
Mstep: Class 11 contains 4481 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 816 members 
Mstep: Class 18 contains 9721 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 43807 members 
Mstep: Class 22 contains 105526 members 
Mstep: Class 23 contains 2563 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -1.010685e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 292 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 312 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 2623 members 
Mstep: Class 11 contains 4555 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 2041 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 806 members 
Mstep: Class 18 contains 9742 members 
Mstep: Class 19 contains 875 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 43660 members 
Mstep: Class 22 contains 105509 members 
Mstep: Class 23 contains 2603 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.010695e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 293 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 312 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 4622 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 9754 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 888 members 
Mstep: Class 21 contains 43546 members 
Mstep: Class 22 contains 105502 members 
Mstep: Class 23 contains 2632 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -1.010703e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 839 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 312 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 2635 members 
Mstep: Class 11 contains 4692 members 
Mstep: Class 12 contains 643 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 9768 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 886 members 
Mstep: Class 21 contains 43435 members 
Mstep: Class 22 contains 105486 members 
Mstep: Class 23 contains 2655 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -1.01071e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 4 contains 1777 members 
Mstep: Class 5 contains 847 members 
Mstep: Class 7 contains 1200 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 2645 members 
Mstep: Class 11 contains 4758 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 870 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 9775 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 43314 members 
Mstep: Class 22 contains 105479 members 
Mstep: Class 23 contains 2685 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -1.010715e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 300 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 853 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 312 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 2651 members 
Mstep: Class 11 contains 4813 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 2048 members 
Mstep: Class 14 contains 888 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 826 members 
Mstep: Class 20 contains 882 members 
Mstep: Class 21 contains 43212 members 
Mstep: Class 22 contains 105473 members 
Mstep: Class 23 contains 2717 members 
Entering Unmasked Estep 
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Iteration 32Q: 21 clusters Score -1.010721e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 300 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 7 contains 1196 members 
Mstep: Class 8 contains 312 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 656 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 901 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 9793 members 
Mstep: Class 19 contains 818 members 
Mstep: Class 20 contains 880 members 
Mstep: Class 21 contains 43108 members 
Mstep: Class 22 contains 105459 members 
Mstep: Class 23 contains 2745 members 
Entering Unmasked Estep 
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Iteration 33Q: 21 clusters Score -1.010726e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 4 contains 1822 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 312 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 2672 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 658 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 782 members 
Mstep: Class 18 contains 9813 members 
Mstep: Class 19 contains 812 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 42994 members 
Mstep: Class 22 contains 105450 members 
Mstep: Class 23 contains 2773 members 
Entering Unmasked Estep 
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Iteration 34Q: 21 clusters Score -1.010728e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 7 contains 1186 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 461 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 661 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 944 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 782 members 
Mstep: Class 18 contains 9829 members 
Mstep: Class 19 contains 805 members 
Mstep: Class 20 contains 880 members 
Mstep: Class 21 contains 42905 members 
Mstep: Class 22 contains 105440 members 
Mstep: Class 23 contains 2797 members 
Entering Unmasked Estep 
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Iteration 35Q: 21 clusters Score -1.010732e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 4 contains 1855 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 7 contains 1183 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 461 members 
Mstep: Class 10 contains 2707 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 9845 members 
Mstep: Class 19 contains 802 members 
Mstep: Class 20 contains 877 members 
Mstep: Class 21 contains 42799 members 
Mstep: Class 22 contains 105433 members 
Mstep: Class 23 contains 2838 members 
Entering Unmasked Estep 
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Iteration 36Q: 21 clusters Score -1.010736e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 7 contains 1184 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 9861 members 
Mstep: Class 19 contains 799 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42694 members 
Mstep: Class 22 contains 105431 members 
Mstep: Class 23 contains 2876 members 
Entering Unmasked Estep 
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Iteration 37Q: 21 clusters Score -1.010736e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 4 contains 1886 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 5092 members 
Mstep: Class 12 contains 663 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 1039 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 9874 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 42609 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10107376.000000 Penalty: 11054.645508
Iteration 38Q: 21 clusters Score -1.010738e+07 nChanged 163
Entering ConstructFrom: 
Score: -10107376.000000 Penalty: 11054.645508
Entering ConstructFrom: 
Trying to split cluster 1 (8487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Entering Unmasked Estep 
Score: -437970.062500 Penalty: 411.606201
	Iteration 0F: 2 clusters Score -437970.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -432318.781250 Penalty: 823.212402
	Iteration 0F: 3 clusters Score -432318.8 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -435050.125000 Penalty: 823.212402
	Iteration 1F: 3 clusters Score -435050.1 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -435749.031250 Penalty: 823.212402
	Iteration 2F: 3 clusters Score -435749 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -436560.312500 Penalty: 823.212402
	Iteration 3F: 3 clusters Score -436560.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -437202.968750 Penalty: 823.212402
	Iteration 4F: 3 clusters Score -437203 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -437568.375000 Penalty: 823.212402
	Iteration 5F: 3 clusters Score -437568.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -437768.718750 Penalty: 823.212402
	Iteration 6Q: 3 clusters Score -437768.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -437877.125000 Penalty: 823.212402
	Iteration 7Q: 3 clusters Score -437877.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -437940.218750 Penalty: 823.212402
	Iteration 8Q: 3 clusters Score -437940.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -437976.218750 Penalty: 823.212402
	Iteration 9Q: 3 clusters Score -437976.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -437998.968750 Penalty: 823.212402
	Iteration 10Q: 3 clusters Score -437999 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -438013.250000 Penalty: 823.212402
	Iteration 11Q: 3 clusters Score -438013.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -438024.781250 Penalty: 823.212402
	Iteration 12Q: 3 clusters Score -438024.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -438033.125000 Penalty: 823.212402
	Iteration 13Q: 3 clusters Score -438033.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -438043.000000 Penalty: 823.212402
	Iteration 14Q: 3 clusters Score -438043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -438050.812500 Penalty: 823.212402
	Iteration 15Q: 3 clusters Score -438050.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -438056.375000 Penalty: 823.212402
	Iteration 16Q: 3 clusters Score -438056.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -438059.031250 Penalty: 823.212402
	Iteration 17Q: 3 clusters Score -438059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -438059.875000 Penalty: 823.212402
	Iteration 18Q: 3 clusters Score -438059.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -438062.906250 Penalty: 823.212402
	Iteration 19Q: 3 clusters Score -438062.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -438062.406250 Penalty: 823.212402
	Iteration 20F: 3 clusters Score -438062.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -438062.656250 Penalty: 823.212402
	Iteration 21Q: 3 clusters Score -438062.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -438063.656250 Penalty: 823.212402
	Iteration 22Q: 3 clusters Score -438063.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -438064.593750 Penalty: 823.212402
	Iteration 23Q: 3 clusters Score -438064.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -438065.468750 Penalty: 823.212402
	Iteration 24Q: 3 clusters Score -438065.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -438065.375000 Penalty: 823.212402
	Iteration 25Q: 3 clusters Score -438065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -438064.031250 Penalty: 823.212402
	Iteration 26Q: 3 clusters Score -438064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -438065.000000 Penalty: 823.212402
	Iteration 27Q: 3 clusters Score -438065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -438064.531250 Penalty: 823.212402
	Iteration 28Q: 3 clusters Score -438064.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -438064.531250 Penalty: 823.212402
	Iteration 29F: 3 clusters Score -438064.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 5116 members 
Mstep: Class 12 contains 664 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 1072 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Entering Unmasked Estep 
Score: -10107393.000000 Penalty: 11607.376953
Splitting cluster 1 changes total score from -10107376.000000 to -10107393.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -8043.221191 Penalty: 259.370178
	Iteration 0F: 2 clusters Score -8043.221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7740.311035 Penalty: 518.740356
	Iteration 0F: 3 clusters Score -7740.311 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7921.975098 Penalty: 518.740356
	Iteration 1F: 3 clusters Score -7921.975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7975.358398 Penalty: 518.740356
	Iteration 2F: 3 clusters Score -7975.358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8000.072266 Penalty: 518.740356
	Iteration 3Q: 3 clusters Score -8000.072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8024.532715 Penalty: 518.740356
	Iteration 4Q: 3 clusters Score -8024.533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8030.134277 Penalty: 518.740356
	Iteration 5Q: 3 clusters Score -8030.134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8030.918945 Penalty: 518.740356
	Iteration 6Q: 3 clusters Score -8030.919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8030.918945 Penalty: 518.740356
	Iteration 7F: 3 clusters Score -8030.919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Entering Unmasked Estep 
Score: -104935.320312 Penalty: 343.267120
	Iteration 0F: 2 clusters Score -104935.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -103542.390625 Penalty: 686.534241
	Iteration 0F: 3 clusters Score -103542.4 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -104078.453125 Penalty: 686.534241
	Iteration 1F: 3 clusters Score -104078.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -104287.289062 Penalty: 686.534241
	Iteration 2F: 3 clusters Score -104287.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -104598.718750 Penalty: 686.534241
	Iteration 3F: 3 clusters Score -104598.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -105176.234375 Penalty: 686.534241
	Iteration 4F: 3 clusters Score -105176.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -105584.593750 Penalty: 686.534241
	Iteration 5F: 3 clusters Score -105584.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -105668.015625 Penalty: 686.534241
	Iteration 6Q: 3 clusters Score -105668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105721.437500 Penalty: 686.534241
	Iteration 7Q: 3 clusters Score -105721.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -105761.843750 Penalty: 686.534241
	Iteration 8Q: 3 clusters Score -105761.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -105782.390625 Penalty: 686.534241
	Iteration 9Q: 3 clusters Score -105782.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -105790.132812 Penalty: 686.534241
	Iteration 10Q: 3 clusters Score -105790.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -105790.601562 Penalty: 686.534241
	Iteration 11Q: 3 clusters Score -105790.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -105790.851562 Penalty: 686.534241
	Iteration 12Q: 3 clusters Score -105790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -105790.851562 Penalty: 686.534241
	Iteration 13F: 3 clusters Score -105790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 5116 members 
Mstep: Class 12 contains 664 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 1072 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Entering Unmasked Estep 
Score: -10108042.000000 Penalty: 12160.109375
Splitting cluster 4 changes total score from -10107376.000000 to -10108042.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 5 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -23036.595703 Penalty: 307.493286
	Iteration 0F: 2 clusters Score -23036.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22366.941406 Penalty: 614.986572
	Iteration 0F: 3 clusters Score -22366.94 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22855.892578 Penalty: 614.986572
	Iteration 1F: 3 clusters Score -22855.89 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23148.230469 Penalty: 614.986572
	Iteration 2F: 3 clusters Score -23148.23 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23287.591797 Penalty: 614.986572
	Iteration 3F: 3 clusters Score -23287.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23418.542969 Penalty: 614.986572
	Iteration 4F: 3 clusters Score -23418.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23456.578125 Penalty: 614.986572
	Iteration 5Q: 3 clusters Score -23456.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23478.871094 Penalty: 614.986572
	Iteration 6Q: 3 clusters Score -23478.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23485.724609 Penalty: 614.986572
	Iteration 7Q: 3 clusters Score -23485.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23488.013672 Penalty: 614.986572
	Iteration 8Q: 3 clusters Score -23488.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23488.777344 Penalty: 614.986572
	Iteration 9Q: 3 clusters Score -23488.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23488.777344 Penalty: 614.986572
	Iteration 10F: 3 clusters Score -23488.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 5116 members 
Mstep: Class 12 contains 664 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 1072 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Entering Unmasked Estep 
Score: -10108236.000000 Penalty: 12712.841797
Splitting cluster 5 changes total score from -10107376.000000 to -10108236.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 7 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -59760.054688 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -59760.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -58809.914062 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -58809.91 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -59208.433594 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -59208.43 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -59363.867188 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -59363.87 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -59540.535156 Penalty: 644.588318
	Iteration 3F: 3 clusters Score -59540.54 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -59661.148438 Penalty: 644.588318
	Iteration 4F: 3 clusters Score -59661.15 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -59728.964844 Penalty: 644.588318
	Iteration 5F: 3 clusters Score -59728.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -59799.000000 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -59799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -59861.804688 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -59861.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -59896.484375 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -59896.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -59925.574219 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -59925.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -59956.218750 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -59956.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -59972.085938 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -59972.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -59986.984375 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -59986.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -60013.550781 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -60013.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -60049.960938 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -60049.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -60060.769531 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -60060.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -60078.785156 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -60078.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -60089.460938 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -60089.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -60091.378906 Penalty: 644.588318
	Iteration 18Q: 3 clusters Score -60091.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -60091.816406 Penalty: 644.588318
	Iteration 19Q: 3 clusters Score -60091.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60095.566406 Penalty: 644.588318
	Iteration 20F: 3 clusters Score -60095.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -60096.621094 Penalty: 644.588318
	Iteration 21Q: 3 clusters Score -60096.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -60097.121094 Penalty: 644.588318
	Iteration 22Q: 3 clusters Score -60097.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -60098.390625 Penalty: 644.588318
	Iteration 23Q: 3 clusters Score -60098.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -60097.980469 Penalty: 644.588318
	Iteration 24Q: 3 clusters Score -60097.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -60099.457031 Penalty: 644.588318
	Iteration 25Q: 3 clusters Score -60099.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -60100.601562 Penalty: 644.588318
	Iteration 26Q: 3 clusters Score -60100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -60103.566406 Penalty: 644.588318
	Iteration 27Q: 3 clusters Score -60103.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -60106.050781 Penalty: 644.588318
	Iteration 28Q: 3 clusters Score -60106.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -60116.113281 Penalty: 644.588318
	Iteration 29Q: 3 clusters Score -60116.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -60126.257812 Penalty: 644.588318
	Iteration 30Q: 3 clusters Score -60126.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -60129.640625 Penalty: 644.588318
	Iteration 31Q: 3 clusters Score -60129.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -60134.746094 Penalty: 644.588318
	Iteration 32Q: 3 clusters Score -60134.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -60137.000000 Penalty: 644.588318
	Iteration 33Q: 3 clusters Score -60137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -60139.257812 Penalty: 644.588318
	Iteration 34Q: 3 clusters Score -60139.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -60144.644531 Penalty: 644.588318
	Iteration 35Q: 3 clusters Score -60144.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -60150.382812 Penalty: 644.588318
	Iteration 36Q: 3 clusters Score -60150.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -60160.195312 Penalty: 644.588318
	Iteration 37Q: 3 clusters Score -60160.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60189.949219 Penalty: 644.588318
	Iteration 38Q: 3 clusters Score -60189.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60218.023438 Penalty: 644.588318
	Iteration 39Q: 3 clusters Score -60218.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60231.375000 Penalty: 644.588318
	Iteration 40F: 3 clusters Score -60231.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60238.113281 Penalty: 644.588318
	Iteration 41Q: 3 clusters Score -60238.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60238.527344 Penalty: 644.588318
	Iteration 42Q: 3 clusters Score -60238.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60238.808594 Penalty: 644.588318
	Iteration 43Q: 3 clusters Score -60238.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -60241.308594 Penalty: 644.588318
	Iteration 44Q: 3 clusters Score -60241.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -60241.007812 Penalty: 644.588318
	Iteration 45Q: 3 clusters Score -60241.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -60242.117188 Penalty: 644.588318
	Iteration 46Q: 3 clusters Score -60242.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60243.722656 Penalty: 644.588318
	Iteration 47Q: 3 clusters Score -60243.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60244.898438 Penalty: 644.588318
	Iteration 48Q: 3 clusters Score -60244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -60245.312500 Penalty: 644.588318
	Iteration 49Q: 3 clusters Score -60245.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -60244.339844 Penalty: 644.588318
	Iteration 50Q: 3 clusters Score -60244.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -60244.339844 Penalty: 644.588318
	Iteration 51F: 3 clusters Score -60244.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 5116 members 
Mstep: Class 12 contains 664 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 1072 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 396 members 
Entering Unmasked Estep 
Score: -10108494.000000 Penalty: 13265.574219
Splitting cluster 7 changes total score from -10107376.000000 to -10108494.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -12958.372070 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -12958.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12635.795898 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -12635.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12806.905273 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -12806.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12870.625000 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -12870.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12949.261719 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -12949.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12999.680664 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -12999.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13013.371094 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -13013.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13029.174805 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -13029.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13046.385742 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -13046.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13067.908203 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -13067.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13080.293945 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -13080.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13097.590820 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -13097.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13112.108398 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -13112.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13130.633789 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -13130.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13148.704102 Penalty: 522.321167
	Iteration 13Q: 3 clusters Score -13148.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13164.705078 Penalty: 522.321167
	Iteration 14Q: 3 clusters Score -13164.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13166.158203 Penalty: 522.321167
	Iteration 15Q: 3 clusters Score -13166.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13169.176758 Penalty: 522.321167
	Iteration 16Q: 3 clusters Score -13169.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13170.103516 Penalty: 522.321167
	Iteration 17Q: 3 clusters Score -13170.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13173.015625 Penalty: 522.321167
	Iteration 18F: 3 clusters Score -13173.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13180.241211 Penalty: 522.321167
	Iteration 19Q: 3 clusters Score -13180.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13180.917969 Penalty: 522.321167
	Iteration 20F: 3 clusters Score -13180.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 5116 members 
Mstep: Class 12 contains 664 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 1072 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 131 members 
Entering Unmasked Estep 
Score: -10108425.000000 Penalty: 13818.306641
Splitting cluster 8 changes total score from -10107376.000000 to -10108425.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -16269.673828 Penalty: 279.168213
	Iteration 0F: 2 clusters Score -16269.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -15888.468750 Penalty: 558.336426
	Iteration 0F: 3 clusters Score -15888.47 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -16236.108398 Penalty: 558.336426
	Iteration 1F: 3 clusters Score -16236.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -16281.429688 Penalty: 558.336426
	Iteration 2F: 3 clusters Score -16281.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -16311.360352 Penalty: 558.336426
	Iteration 3Q: 3 clusters Score -16311.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16320.351562 Penalty: 558.336426
	Iteration 4Q: 3 clusters Score -16320.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16323.962891 Penalty: 558.336426
	Iteration 5Q: 3 clusters Score -16323.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -16329.104492 Penalty: 558.336426
	Iteration 6Q: 3 clusters Score -16329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -16332.836914 Penalty: 558.336426
	Iteration 7Q: 3 clusters Score -16332.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -16343.306641 Penalty: 558.336426
	Iteration 8Q: 3 clusters Score -16343.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -16357.006836 Penalty: 558.336426
	Iteration 9Q: 3 clusters Score -16357.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16364.846680 Penalty: 558.336426
	Iteration 10Q: 3 clusters Score -16364.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -16367.324219 Penalty: 558.336426
	Iteration 11Q: 3 clusters Score -16367.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16371.406250 Penalty: 558.336426
	Iteration 12Q: 3 clusters Score -16371.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16376.587891 Penalty: 558.336426
	Iteration 13Q: 3 clusters Score -16376.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16381.393555 Penalty: 558.336426
	Iteration 14Q: 3 clusters Score -16381.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -16386.552734 Penalty: 558.336426
	Iteration 15Q: 3 clusters Score -16386.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16395.632812 Penalty: 558.336426
	Iteration 16Q: 3 clusters Score -16395.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16396.792969 Penalty: 558.336426
	Iteration 17Q: 3 clusters Score -16396.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16398.175781 Penalty: 558.336426
	Iteration 18Q: 3 clusters Score -16398.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16404.189453 Penalty: 558.336426
	Iteration 19Q: 3 clusters Score -16404.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16422.158203 Penalty: 558.336426
	Iteration 20F: 3 clusters Score -16422.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16445.603516 Penalty: 558.336426
	Iteration 21Q: 3 clusters Score -16445.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16497.205078 Penalty: 558.336426
	Iteration 22Q: 3 clusters Score -16497.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16522.865234 Penalty: 558.336426
	Iteration 23Q: 3 clusters Score -16522.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16529.835938 Penalty: 558.336426
	Iteration 24Q: 3 clusters Score -16529.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16532.955078 Penalty: 558.336426
	Iteration 25Q: 3 clusters Score -16532.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16534.398438 Penalty: 558.336426
	Iteration 26Q: 3 clusters Score -16534.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16534.734375 Penalty: 558.336426
	Iteration 27Q: 3 clusters Score -16534.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16534.734375 Penalty: 558.336426
	Iteration 28F: 3 clusters Score -16534.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 5116 members 
Mstep: Class 12 contains 664 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 1072 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 131 members 
Mstep: Class 26 contains 211 members 
Entering Unmasked Estep 
Score: -10108412.000000 Penalty: 14371.039062
Splitting cluster 9 changes total score from -10107376.000000 to -10108412.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (2727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Entering Unmasked Estep 
Score: -137891.015625 Penalty: 359.948547
	Iteration 0F: 2 clusters Score -137891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -135993.421875 Penalty: 719.897095
	Iteration 0F: 3 clusters Score -135993.4 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -136964.421875 Penalty: 719.897095
	Iteration 1F: 3 clusters Score -136964.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -137273.093750 Penalty: 719.897095
	Iteration 2F: 3 clusters Score -137273.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -137445.390625 Penalty: 719.897095
	Iteration 3F: 3 clusters Score -137445.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -137536.125000 Penalty: 719.897095
	Iteration 4F: 3 clusters Score -137536.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -137609.812500 Penalty: 719.897095
	Iteration 5Q: 3 clusters Score -137609.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -137685.390625 Penalty: 719.897095
	Iteration 6Q: 3 clusters Score -137685.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -137762.265625 Penalty: 719.897095
	Iteration 7Q: 3 clusters Score -137762.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -137820.093750 Penalty: 719.897095
	Iteration 8Q: 3 clusters Score -137820.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -137871.125000 Penalty: 719.897095
	Iteration 9Q: 3 clusters Score -137871.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -137923.484375 Penalty: 719.897095
	Iteration 10Q: 3 clusters Score -137923.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -137987.593750 Penalty: 719.897095
	Iteration 11Q: 3 clusters Score -137987.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -138042.953125 Penalty: 719.897095
	Iteration 12Q: 3 clusters Score -138043 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -138085.750000 Penalty: 719.897095
	Iteration 13Q: 3 clusters Score -138085.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -138098.750000 Penalty: 719.897095
	Iteration 14Q: 3 clusters Score -138098.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -138106.250000 Penalty: 719.897095
	Iteration 15Q: 3 clusters Score -138106.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -138114.515625 Penalty: 719.897095
	Iteration 16Q: 3 clusters Score -138114.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -138123.750000 Penalty: 719.897095
	Iteration 17Q: 3 clusters Score -138123.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -138131.796875 Penalty: 719.897095
	Iteration 18Q: 3 clusters Score -138131.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -138135.515625 Penalty: 719.897095
	Iteration 19Q: 3 clusters Score -138135.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -138139.968750 Penalty: 719.897095
	Iteration 20F: 3 clusters Score -138140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -138144.578125 Penalty: 719.897095
	Iteration 21Q: 3 clusters Score -138144.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -138157.671875 Penalty: 719.897095
	Iteration 22Q: 3 clusters Score -138157.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -138162.921875 Penalty: 719.897095
	Iteration 23Q: 3 clusters Score -138162.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -138164.718750 Penalty: 719.897095
	Iteration 24Q: 3 clusters Score -138164.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -138164.984375 Penalty: 719.897095
	Iteration 25Q: 3 clusters Score -138165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -138166.281250 Penalty: 719.897095
	Iteration 26Q: 3 clusters Score -138166.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -138166.562500 Penalty: 719.897095
	Iteration 27Q: 3 clusters Score -138166.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -138166.812500 Penalty: 719.897095
	Iteration 28Q: 3 clusters Score -138166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -138167.015625 Penalty: 719.897095
	Iteration 29Q: 3 clusters Score -138167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -138167.437500 Penalty: 719.897095
	Iteration 30Q: 3 clusters Score -138167.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -138167.812500 Penalty: 719.897095
	Iteration 31Q: 3 clusters Score -138167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -138167.875000 Penalty: 719.897095
	Iteration 32Q: 3 clusters Score -138167.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -138167.875000 Penalty: 719.897095
	Iteration 33F: 3 clusters Score -138167.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 5116 members 
Mstep: Class 12 contains 664 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 1072 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 131 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 2128 members 
Entering Unmasked Estep 
Score: -10108512.000000 Penalty: 14923.770508
Splitting cluster 10 changes total score from -10107376.000000 to -10108512.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -266118.687500 Penalty: 388.575806
	Iteration 0F: 2 clusters Score -266118.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -262676.000000 Penalty: 777.151611
	Iteration 0F: 3 clusters Score -262676 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -263986.406250 Penalty: 777.151611
	Iteration 1F: 3 clusters Score -263986.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -264171.093750 Penalty: 777.151611
	Iteration 2F: 3 clusters Score -264171.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -264405.875000 Penalty: 777.151611
	Iteration 3F: 3 clusters Score -264405.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -264644.031250 Penalty: 777.151611
	Iteration 4F: 3 clusters Score -264644 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -264897.875000 Penalty: 777.151611
	Iteration 5F: 3 clusters Score -264897.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -265160.125000 Penalty: 777.151611
	Iteration 6F: 3 clusters Score -265160.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -265383.031250 Penalty: 777.151611
	Iteration 7F: 3 clusters Score -265383 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -265534.281250 Penalty: 777.151611
	Iteration 8Q: 3 clusters Score -265534.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -265658.468750 Penalty: 777.151611
	Iteration 9Q: 3 clusters Score -265658.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -265771.937500 Penalty: 777.151611
	Iteration 10Q: 3 clusters Score -265771.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -265874.750000 Penalty: 777.151611
	Iteration 11Q: 3 clusters Score -265874.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -265933.156250 Penalty: 777.151611
	Iteration 12Q: 3 clusters Score -265933.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -265986.468750 Penalty: 777.151611
	Iteration 13Q: 3 clusters Score -265986.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -266027.031250 Penalty: 777.151611
	Iteration 14Q: 3 clusters Score -266027 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -266059.343750 Penalty: 777.151611
	Iteration 15Q: 3 clusters Score -266059.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -266089.437500 Penalty: 777.151611
	Iteration 16Q: 3 clusters Score -266089.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -266108.281250 Penalty: 777.151611
	Iteration 17Q: 3 clusters Score -266108.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -266117.562500 Penalty: 777.151611
	Iteration 18Q: 3 clusters Score -266117.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -266126.812500 Penalty: 777.151611
	Iteration 19Q: 3 clusters Score -266126.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -266134.718750 Penalty: 777.151611
	Iteration 20F: 3 clusters Score -266134.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -266144.875000 Penalty: 777.151611
	Iteration 21Q: 3 clusters Score -266144.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -266147.812500 Penalty: 777.151611
	Iteration 22Q: 3 clusters Score -266147.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -266151.000000 Penalty: 777.151611
	Iteration 23Q: 3 clusters Score -266151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -266156.250000 Penalty: 777.151611
	Iteration 24Q: 3 clusters Score -266156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -266160.906250 Penalty: 777.151611
	Iteration 25Q: 3 clusters Score -266160.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -266162.281250 Penalty: 777.151611
	Iteration 26Q: 3 clusters Score -266162.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -266162.906250 Penalty: 777.151611
	Iteration 27Q: 3 clusters Score -266162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -266162.968750 Penalty: 777.151611
	Iteration 28Q: 3 clusters Score -266163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -266163.843750 Penalty: 777.151611
	Iteration 29Q: 3 clusters Score -266163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -266164.437500 Penalty: 777.151611
	Iteration 30Q: 3 clusters Score -266164.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -266164.437500 Penalty: 777.151611
	Iteration 31F: 3 clusters Score -266164.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 664 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 1072 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 131 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 4847 members 
Entering Unmasked Estep 
Score: -10108423.000000 Penalty: 15476.502930
Splitting cluster 11 changes total score from -10107376.000000 to -10108423.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -35121.718750 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -35121.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34562.117188 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -34562.12 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -34854.140625 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -34854.14 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34928.316406 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -34928.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34991.281250 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -34991.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35043.308594 Penalty: 591.343628
	Iteration 4F: 3 clusters Score -35043.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35082.281250 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -35082.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35101.597656 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -35101.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35125.679688 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -35125.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35146.226562 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -35146.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35152.457031 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -35152.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35157.277344 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -35157.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35170.050781 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -35170.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35173.023438 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -35173.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -35174.539062 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -35174.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -35177.007812 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -35177.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -35180.718750 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -35180.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35183.621094 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -35183.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35187.757812 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -35187.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -35203.187500 Penalty: 591.343628
	Iteration 18Q: 3 clusters Score -35203.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -35221.132812 Penalty: 591.343628
	Iteration 19Q: 3 clusters Score -35221.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -35232.855469 Penalty: 591.343628
	Iteration 20F: 3 clusters Score -35232.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -35250.238281 Penalty: 591.343628
	Iteration 21Q: 3 clusters Score -35250.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -35279.230469 Penalty: 591.343628
	Iteration 22Q: 3 clusters Score -35279.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -35407.675781 Penalty: 591.343628
	Iteration 23Q: 3 clusters Score -35407.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -35515.562500 Penalty: 591.343628
	Iteration 24Q: 3 clusters Score -35515.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -35519.722656 Penalty: 591.343628
	Iteration 25Q: 3 clusters Score -35519.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -35521.066406 Penalty: 591.343628
	Iteration 26Q: 3 clusters Score -35521.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35521.429688 Penalty: 591.343628
	Iteration 27Q: 3 clusters Score -35521.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35521.429688 Penalty: 591.343628
	Iteration 28F: 3 clusters Score -35521.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 251 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 1072 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 131 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 4847 members 
Mstep: Class 29 contains 413 members 
Entering Unmasked Estep 
Score: -10108557.000000 Penalty: 16029.235352
Splitting cluster 12 changes total score from -10107376.000000 to -10108557.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -97424.023438 Penalty: 346.675140
	Iteration 0F: 2 clusters Score -97424.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -96043.632812 Penalty: 693.350281
	Iteration 0F: 3 clusters Score -96043.63 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -97462.812500 Penalty: 693.350281
	Iteration 1F: 3 clusters Score -97462.81 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -98475.585938 Penalty: 693.350281
	Iteration 2F: 3 clusters Score -98475.59 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -99003.000000 Penalty: 693.350281
	Iteration 3F: 3 clusters Score -99003 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -99104.320312 Penalty: 693.350281
	Iteration 4Q: 3 clusters Score -99104.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -99150.367188 Penalty: 693.350281
	Iteration 5Q: 3 clusters Score -99150.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99190.304688 Penalty: 693.350281
	Iteration 6Q: 3 clusters Score -99190.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -99219.367188 Penalty: 693.350281
	Iteration 7Q: 3 clusters Score -99219.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -99267.617188 Penalty: 693.350281
	Iteration 8Q: 3 clusters Score -99267.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99389.296875 Penalty: 693.350281
	Iteration 9Q: 3 clusters Score -99389.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -99424.843750 Penalty: 693.350281
	Iteration 10Q: 3 clusters Score -99424.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -99429.156250 Penalty: 693.350281
	Iteration 11Q: 3 clusters Score -99429.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -99430.484375 Penalty: 693.350281
	Iteration 12Q: 3 clusters Score -99430.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99430.492188 Penalty: 693.350281
	Iteration 13Q: 3 clusters Score -99430.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99430.492188 Penalty: 693.350281
	Iteration 14F: 3 clusters Score -99430.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 251 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 1072 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 131 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 4847 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 625 members 
Entering Unmasked Estep 
Score: -10110364.000000 Penalty: 16581.966797
Splitting cluster 13 changes total score from -10107376.000000 to -10110364.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -51737.328125 Penalty: 317.466309
	Iteration 0F: 2 clusters Score -51737.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -50897.132812 Penalty: 634.932617
	Iteration 0F: 3 clusters Score -50897.13 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -51403.109375 Penalty: 634.932617
	Iteration 1F: 3 clusters Score -51403.11 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -51546.097656 Penalty: 634.932617
	Iteration 2F: 3 clusters Score -51546.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -51597.675781 Penalty: 634.932617
	Iteration 3F: 3 clusters Score -51597.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -51618.589844 Penalty: 634.932617
	Iteration 4Q: 3 clusters Score -51618.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -51640.660156 Penalty: 634.932617
	Iteration 5Q: 3 clusters Score -51640.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -51665.851562 Penalty: 634.932617
	Iteration 6Q: 3 clusters Score -51665.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -51710.507812 Penalty: 634.932617
	Iteration 7Q: 3 clusters Score -51710.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -51750.066406 Penalty: 634.932617
	Iteration 8Q: 3 clusters Score -51750.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -51770.363281 Penalty: 634.932617
	Iteration 9Q: 3 clusters Score -51770.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -51792.167969 Penalty: 634.932617
	Iteration 10Q: 3 clusters Score -51792.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -51813.957031 Penalty: 634.932617
	Iteration 11Q: 3 clusters Score -51813.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -51833.660156 Penalty: 634.932617
	Iteration 12Q: 3 clusters Score -51833.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -51838.855469 Penalty: 634.932617
	Iteration 13Q: 3 clusters Score -51838.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -51839.773438 Penalty: 634.932617
	Iteration 14Q: 3 clusters Score -51839.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -51840.339844 Penalty: 634.932617
	Iteration 15Q: 3 clusters Score -51840.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -51840.804688 Penalty: 634.932617
	Iteration 16Q: 3 clusters Score -51840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -51841.308594 Penalty: 634.932617
	Iteration 17Q: 3 clusters Score -51841.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -51841.308594 Penalty: 634.932617
	Iteration 18F: 3 clusters Score -51841.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 251 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 131 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 4847 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 385 members 
Entering Unmasked Estep 
Score: -10110233.000000 Penalty: 17134.699219
Splitting cluster 14 changes total score from -10107376.000000 to -10110233.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -12574.082031 Penalty: 259.370178
	Iteration 0F: 2 clusters Score -12574.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12247.786133 Penalty: 518.740356
	Iteration 0F: 3 clusters Score -12247.79 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12405.275391 Penalty: 518.740356
	Iteration 1F: 3 clusters Score -12405.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12504.176758 Penalty: 518.740356
	Iteration 2F: 3 clusters Score -12504.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12641.309570 Penalty: 518.740356
	Iteration 3F: 3 clusters Score -12641.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12943.730469 Penalty: 518.740356
	Iteration 4F: 3 clusters Score -12943.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13179.697266 Penalty: 518.740356
	Iteration 5F: 3 clusters Score -13179.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13266.626953 Penalty: 518.740356
	Iteration 6Q: 3 clusters Score -13266.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13273.758789 Penalty: 518.740356
	Iteration 7Q: 3 clusters Score -13273.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13292.379883 Penalty: 518.740356
	Iteration 8Q: 3 clusters Score -13292.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13340.519531 Penalty: 518.740356
	Iteration 9Q: 3 clusters Score -13340.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13376.392578 Penalty: 518.740356
	Iteration 10Q: 3 clusters Score -13376.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13461.957031 Penalty: 518.740356
	Iteration 11Q: 3 clusters Score -13461.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13461.957031 Penalty: 518.740356
	Iteration 12F: 3 clusters Score -13461.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 251 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 85 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 131 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 4847 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 214 members 
Entering Unmasked Estep 
Score: -10110839.000000 Penalty: 17687.431641
Splitting cluster 16 changes total score from -10107376.000000 to -10110839.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -37228.667969 Penalty: 302.997894
	Iteration 0F: 2 clusters Score -37228.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -36623.671875 Penalty: 605.995789
	Iteration 0F: 3 clusters Score -36623.67 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -36958.375000 Penalty: 605.995789
	Iteration 1F: 3 clusters Score -36958.38 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37179.109375 Penalty: 605.995789
	Iteration 2F: 3 clusters Score -37179.11 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -37344.210938 Penalty: 605.995789
	Iteration 3F: 3 clusters Score -37344.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37390.296875 Penalty: 605.995789
	Iteration 4Q: 3 clusters Score -37390.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -37401.765625 Penalty: 605.995789
	Iteration 5Q: 3 clusters Score -37401.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -37411.890625 Penalty: 605.995789
	Iteration 6Q: 3 clusters Score -37411.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -37417.355469 Penalty: 605.995789
	Iteration 7Q: 3 clusters Score -37417.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37423.515625 Penalty: 605.995789
	Iteration 8Q: 3 clusters Score -37423.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37442.066406 Penalty: 605.995789
	Iteration 9Q: 3 clusters Score -37442.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -37456.625000 Penalty: 605.995789
	Iteration 10Q: 3 clusters Score -37456.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37461.414062 Penalty: 605.995789
	Iteration 11Q: 3 clusters Score -37461.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -37465.113281 Penalty: 605.995789
	Iteration 12Q: 3 clusters Score -37465.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -37473.101562 Penalty: 605.995789
	Iteration 13Q: 3 clusters Score -37473.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37479.699219 Penalty: 605.995789
	Iteration 14Q: 3 clusters Score -37479.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -37486.101562 Penalty: 605.995789
	Iteration 15Q: 3 clusters Score -37486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37489.140625 Penalty: 605.995789
	Iteration 16Q: 3 clusters Score -37489.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37490.023438 Penalty: 605.995789
	Iteration 17Q: 3 clusters Score -37490.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -37490.285156 Penalty: 605.995789
	Iteration 18Q: 3 clusters Score -37490.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -37490.285156 Penalty: 605.995789
	Iteration 19F: 3 clusters Score -37490.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 251 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 85 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 131 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 4847 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 214 members 
Mstep: Class 33 contains 387 members 
Entering Unmasked Estep 
Score: -10110845.000000 Penalty: 18240.164062
Splitting cluster 17 changes total score from -10107376.000000 to -10110845.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (9885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Entering Unmasked Estep 
Score: -511716.062500 Penalty: 418.544189
	Iteration 0F: 2 clusters Score -511716.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -505166.625000 Penalty: 837.088379
	Iteration 0F: 3 clusters Score -505166.6 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -508152.812500 Penalty: 837.088379
	Iteration 1F: 3 clusters Score -508152.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -508618.500000 Penalty: 837.088379
	Iteration 2F: 3 clusters Score -508618.5 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -508954.843750 Penalty: 837.088379
	Iteration 3F: 3 clusters Score -508954.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -509203.593750 Penalty: 837.088379
	Iteration 4F: 3 clusters Score -509203.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -509455.843750 Penalty: 837.088379
	Iteration 5Q: 3 clusters Score -509455.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -509713.781250 Penalty: 837.088379
	Iteration 6Q: 3 clusters Score -509713.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -510022.468750 Penalty: 837.088379
	Iteration 7Q: 3 clusters Score -510022.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -510338.406250 Penalty: 837.088379
	Iteration 8Q: 3 clusters Score -510338.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -510647.312500 Penalty: 837.088379
	Iteration 9Q: 3 clusters Score -510647.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -510894.468750 Penalty: 837.088379
	Iteration 10Q: 3 clusters Score -510894.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -511088.906250 Penalty: 837.088379
	Iteration 11Q: 3 clusters Score -511088.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -511245.906250 Penalty: 837.088379
	Iteration 12Q: 3 clusters Score -511245.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -511375.031250 Penalty: 837.088379
	Iteration 13Q: 3 clusters Score -511375 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -511468.468750 Penalty: 837.088379
	Iteration 14Q: 3 clusters Score -511468.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -511523.937500 Penalty: 837.088379
	Iteration 15Q: 3 clusters Score -511523.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -511588.812500 Penalty: 837.088379
	Iteration 16Q: 3 clusters Score -511588.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -511638.312500 Penalty: 837.088379
	Iteration 17Q: 3 clusters Score -511638.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -511688.750000 Penalty: 837.088379
	Iteration 18Q: 3 clusters Score -511688.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -511761.312500 Penalty: 837.088379
	Iteration 19Q: 3 clusters Score -511761.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -511891.437500 Penalty: 837.088379
	Iteration 20F: 3 clusters Score -511891.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -512049.031250 Penalty: 837.088379
	Iteration 21Q: 3 clusters Score -512049 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -512258.406250 Penalty: 837.088379
	Iteration 22Q: 3 clusters Score -512258.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -512424.000000 Penalty: 837.088379
	Iteration 23Q: 3 clusters Score -512424 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -512503.250000 Penalty: 837.088379
	Iteration 24Q: 3 clusters Score -512503.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -512541.718750 Penalty: 837.088379
	Iteration 25Q: 3 clusters Score -512541.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -512562.062500 Penalty: 837.088379
	Iteration 26Q: 3 clusters Score -512562.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -512571.625000 Penalty: 837.088379
	Iteration 27Q: 3 clusters Score -512571.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -512577.250000 Penalty: 837.088379
	Iteration 28Q: 3 clusters Score -512577.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -512581.062500 Penalty: 837.088379
	Iteration 29Q: 3 clusters Score -512581.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -512583.406250 Penalty: 837.088379
	Iteration 30Q: 3 clusters Score -512583.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -512584.156250 Penalty: 837.088379
	Iteration 31Q: 3 clusters Score -512584.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -512585.812500 Penalty: 837.088379
	Iteration 32Q: 3 clusters Score -512585.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -512587.500000 Penalty: 837.088379
	Iteration 33Q: 3 clusters Score -512587.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -512594.875000 Penalty: 837.088379
	Iteration 34Q: 3 clusters Score -512594.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -512603.343750 Penalty: 837.088379
	Iteration 35Q: 3 clusters Score -512603.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -512607.687500 Penalty: 837.088379
	Iteration 36Q: 3 clusters Score -512607.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -512610.468750 Penalty: 837.088379
	Iteration 37Q: 3 clusters Score -512610.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -512616.031250 Penalty: 837.088379
	Iteration 38Q: 3 clusters Score -512616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -512619.875000 Penalty: 837.088379
	Iteration 39Q: 3 clusters Score -512619.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -512622.593750 Penalty: 837.088379
	Iteration 40F: 3 clusters Score -512622.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -512625.125000 Penalty: 837.088379
	Iteration 41Q: 3 clusters Score -512625.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -512626.281250 Penalty: 837.088379
	Iteration 42Q: 3 clusters Score -512626.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -512627.468750 Penalty: 837.088379
	Iteration 43Q: 3 clusters Score -512627.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -512630.906250 Penalty: 837.088379
	Iteration 44Q: 3 clusters Score -512630.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -512631.562500 Penalty: 837.088379
	Iteration 45Q: 3 clusters Score -512631.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -512634.687500 Penalty: 837.088379
	Iteration 46Q: 3 clusters Score -512634.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -512634.937500 Penalty: 837.088379
	Iteration 47Q: 3 clusters Score -512634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -512634.687500 Penalty: 837.088379
	Iteration 48Q: 3 clusters Score -512634.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -512635.187500 Penalty: 837.088379
	Iteration 49Q: 3 clusters Score -512635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -512635.125000 Penalty: 837.088379
	Iteration 50Q: 3 clusters Score -512635.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -512635.468750 Penalty: 837.088379
	Iteration 51Q: 3 clusters Score -512635.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -512635.000000 Penalty: 837.088379
	Iteration 52Q: 3 clusters Score -512635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -512634.750000 Penalty: 837.088379
	Iteration 53Q: 3 clusters Score -512634.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -512634.156250 Penalty: 837.088379
	Iteration 54Q: 3 clusters Score -512634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -512635.375000 Penalty: 837.088379
	Iteration 55Q: 3 clusters Score -512635.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -512635.468750 Penalty: 837.088379
	Iteration 56Q: 3 clusters Score -512635.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -512636.218750 Penalty: 837.088379
	Iteration 57Q: 3 clusters Score -512636.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -512636.406250 Penalty: 837.088379
	Iteration 58Q: 3 clusters Score -512636.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -512636.406250 Penalty: 837.088379
	Iteration 59F: 3 clusters Score -512636.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 251 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 85 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 131 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 4847 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 214 members 
Mstep: Class 33 contains 387 members 
Mstep: Class 34 contains 7410 members 
Entering Unmasked Estep 
Score: -10111626.000000 Penalty: 18792.896484
Splitting cluster 18 changes total score from -10107376.000000 to -10111626.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -34851.179688 Penalty: 303.921753
	Iteration 0F: 2 clusters Score -34851.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -34208.605469 Penalty: 607.843506
	Iteration 0F: 3 clusters Score -34208.61 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35061.707031 Penalty: 607.843506
	Iteration 1F: 3 clusters Score -35061.71 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -35423.476562 Penalty: 607.843506
	Iteration 2F: 3 clusters Score -35423.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35546.328125 Penalty: 607.843506
	Iteration 3F: 3 clusters Score -35546.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -35661.097656 Penalty: 607.843506
	Iteration 4Q: 3 clusters Score -35661.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35817.000000 Penalty: 607.843506
	Iteration 5Q: 3 clusters Score -35817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -35900.066406 Penalty: 607.843506
	Iteration 6Q: 3 clusters Score -35900.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35911.960938 Penalty: 607.843506
	Iteration 7Q: 3 clusters Score -35911.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -35913.550781 Penalty: 607.843506
	Iteration 8Q: 3 clusters Score -35913.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -35913.757812 Penalty: 607.843506
	Iteration 9Q: 3 clusters Score -35913.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -35914.343750 Penalty: 607.843506
	Iteration 10Q: 3 clusters Score -35914.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -35914.421875 Penalty: 607.843506
	Iteration 11Q: 3 clusters Score -35914.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35914.386719 Penalty: 607.843506
	Iteration 12Q: 3 clusters Score -35914.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35914.386719 Penalty: 607.843506
	Iteration 13F: 3 clusters Score -35914.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 251 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 85 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 131 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 4847 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 214 members 
Mstep: Class 33 contains 387 members 
Mstep: Class 34 contains 7410 members 
Mstep: Class 35 contains 389 members 
Entering Unmasked Estep 
Score: -10112433.000000 Penalty: 19345.628906
Splitting cluster 19 changes total score from -10107376.000000 to -10112433.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -39442.914062 Penalty: 308.123077
	Iteration 0F: 2 clusters Score -39442.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -38804.750000 Penalty: 616.246155
	Iteration 0F: 3 clusters Score -38804.75 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -39186.097656 Penalty: 616.246155
	Iteration 1F: 3 clusters Score -39186.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -39343.449219 Penalty: 616.246155
	Iteration 2F: 3 clusters Score -39343.45 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -39453.781250 Penalty: 616.246155
	Iteration 3F: 3 clusters Score -39453.78 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -39546.843750 Penalty: 616.246155
	Iteration 4F: 3 clusters Score -39546.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -39594.128906 Penalty: 616.246155
	Iteration 5Q: 3 clusters Score -39594.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -39622.187500 Penalty: 616.246155
	Iteration 6Q: 3 clusters Score -39622.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -39642.269531 Penalty: 616.246155
	Iteration 7Q: 3 clusters Score -39642.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -39650.578125 Penalty: 616.246155
	Iteration 8Q: 3 clusters Score -39650.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -39654.617188 Penalty: 616.246155
	Iteration 9Q: 3 clusters Score -39654.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -39659.851562 Penalty: 616.246155
	Iteration 10Q: 3 clusters Score -39659.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -39671.132812 Penalty: 616.246155
	Iteration 11Q: 3 clusters Score -39671.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -39675.660156 Penalty: 616.246155
	Iteration 12Q: 3 clusters Score -39675.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -39689.222656 Penalty: 616.246155
	Iteration 13Q: 3 clusters Score -39689.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -39696.636719 Penalty: 616.246155
	Iteration 14Q: 3 clusters Score -39696.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -39703.042969 Penalty: 616.246155
	Iteration 15Q: 3 clusters Score -39703.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -39708.726562 Penalty: 616.246155
	Iteration 16Q: 3 clusters Score -39708.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -39718.359375 Penalty: 616.246155
	Iteration 17Q: 3 clusters Score -39718.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -39728.687500 Penalty: 616.246155
	Iteration 18Q: 3 clusters Score -39728.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -39739.312500 Penalty: 616.246155
	Iteration 19Q: 3 clusters Score -39739.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -39745.980469 Penalty: 616.246155
	Iteration 20F: 3 clusters Score -39745.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -39754.699219 Penalty: 616.246155
	Iteration 21Q: 3 clusters Score -39754.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -39762.132812 Penalty: 616.246155
	Iteration 22Q: 3 clusters Score -39762.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -39768.425781 Penalty: 616.246155
	Iteration 23Q: 3 clusters Score -39768.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -39784.914062 Penalty: 616.246155
	Iteration 24Q: 3 clusters Score -39784.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -39798.054688 Penalty: 616.246155
	Iteration 25Q: 3 clusters Score -39798.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -39799.816406 Penalty: 616.246155
	Iteration 26Q: 3 clusters Score -39799.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -39799.816406 Penalty: 616.246155
	Iteration 27F: 3 clusters Score -39799.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 251 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 85 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 136 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 131 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 4847 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 214 members 
Mstep: Class 33 contains 387 members 
Mstep: Class 34 contains 7410 members 
Mstep: Class 35 contains 389 members 
Mstep: Class 36 contains 737 members 
Entering Unmasked Estep 
Score: -10112533.000000 Penalty: 19898.361328
Splitting cluster 20 changes total score from -10107376.000000 to -10112533.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (42546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Entering Unmasked Estep 
Score: -2297015.250000 Penalty: 484.954529
	Iteration 0F: 2 clusters Score -2297015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2268421.000000 Penalty: 969.909058
	Iteration 0F: 3 clusters Score -2268421 nChanged 20496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2281040.250000 Penalty: 969.909058
	Iteration 1F: 3 clusters Score -2281040 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2282587.250000 Penalty: 969.909058
	Iteration 2F: 3 clusters Score -2282587 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -2285201.500000 Penalty: 969.909058
	Iteration 3F: 3 clusters Score -2285202 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -2288946.500000 Penalty: 969.909058
	Iteration 4F: 3 clusters Score -2288946 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -2292428.750000 Penalty: 969.909058
	Iteration 5F: 3 clusters Score -2292429 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2294865.500000 Penalty: 969.909058
	Iteration 6F: 3 clusters Score -2294866 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2296841.000000 Penalty: 969.909058
	Iteration 7F: 3 clusters Score -2296841 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2298566.750000 Penalty: 969.909058
	Iteration 8Q: 3 clusters Score -2298567 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2300267.500000 Penalty: 969.909058
	Iteration 9Q: 3 clusters Score -2300268 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2301985.750000 Penalty: 969.909058
	Iteration 10Q: 3 clusters Score -2301986 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2303572.250000 Penalty: 969.909058
	Iteration 11Q: 3 clusters Score -2303572 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2305124.750000 Penalty: 969.909058
	Iteration 12Q: 3 clusters Score -2305125 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2306355.750000 Penalty: 969.909058
	Iteration 13Q: 3 clusters Score -2306356 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2307099.500000 Penalty: 969.909058
	Iteration 14Q: 3 clusters Score -2307100 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2307562.500000 Penalty: 969.909058
	Iteration 15Q: 3 clusters Score -2307562 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2307806.000000 Penalty: 969.909058
	Iteration 16Q: 3 clusters Score -2307806 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2307926.250000 Penalty: 969.909058
	Iteration 17Q: 3 clusters Score -2307926 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2307983.250000 Penalty: 969.909058
	Iteration 18Q: 3 clusters Score -2307983 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2308019.750000 Penalty: 969.909058
	Iteration 19Q: 3 clusters Score -2308020 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2308031.500000 Penalty: 969.909058
	Iteration 20F: 3 clusters Score -2308032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2308037.500000 Penalty: 969.909058
	Iteration 21Q: 3 clusters Score -2308038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2308045.750000 Penalty: 969.909058
	Iteration 22Q: 3 clusters Score -2308046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2308042.000000 Penalty: 969.909058
	Iteration 23Q: 3 clusters Score -2308042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2308036.000000 Penalty: 969.909058
	Iteration 24Q: 3 clusters Score -2308036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2308036.000000 Penalty: 969.909058
	Iteration 25Q: 3 clusters Score -2308036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2308036.750000 Penalty: 969.909058
	Iteration 26Q: 3 clusters Score -2308037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2308037.250000 Penalty: 969.909058
	Iteration 27Q: 3 clusters Score -2308037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2308039.250000 Penalty: 969.909058
	Iteration 28Q: 3 clusters Score -2308039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2308039.750000 Penalty: 969.909058
	Iteration 29Q: 3 clusters Score -2308040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2308039.500000 Penalty: 969.909058
	Iteration 30Q: 3 clusters Score -2308040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2308040.000000 Penalty: 969.909058
	Iteration 31Q: 3 clusters Score -2308040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2308041.250000 Penalty: 969.909058
	Iteration 32Q: 3 clusters Score -2308041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2308041.250000 Penalty: 969.909058
	Iteration 33F: 3 clusters Score -2308041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 251 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 85 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 136 members 
Mstep: Class 21 contains 33637 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 131 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 4847 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 214 members 
Mstep: Class 33 contains 387 members 
Mstep: Class 34 contains 7410 members 
Mstep: Class 35 contains 389 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 8909 members 
Entering Unmasked Estep 
Score: -10123566.000000 Penalty: 20451.093750
Splitting cluster 21 changes total score from -10107376.000000 to -10123566.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (105429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105429 members 
Entering Unmasked Estep 
Score: -6055101.500000 Penalty: 526.243591
	Iteration 0F: 2 clusters Score -6055102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -5988683.000000 Penalty: 1052.487183
	Iteration 0F: 3 clusters Score -5988683 nChanged 51471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -6022679.500000 Penalty: 1052.487183
	Iteration 1F: 3 clusters Score -6022680 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -6027057.500000 Penalty: 1052.487183
	Iteration 2F: 3 clusters Score -6027058 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -6032781.000000 Penalty: 1052.487183
	Iteration 3F: 3 clusters Score -6032781 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86012 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -6038515.500000 Penalty: 1052.487183
	Iteration 4F: 3 clusters Score -6038516 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -6043742.500000 Penalty: 1052.487183
	Iteration 5F: 3 clusters Score -6043742 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -6048170.500000 Penalty: 1052.487183
	Iteration 6Q: 3 clusters Score -6048170 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100458 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -6051422.000000 Penalty: 1052.487183
	Iteration 7Q: 3 clusters Score -6051422 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102242 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -6053234.000000 Penalty: 1052.487183
	Iteration 8Q: 3 clusters Score -6053234 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6054027.000000 Penalty: 1052.487183
	Iteration 9Q: 3 clusters Score -6054027 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103462 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6054329.000000 Penalty: 1052.487183
	Iteration 10Q: 3 clusters Score -6054329 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6054517.000000 Penalty: 1052.487183
	Iteration 11Q: 3 clusters Score -6054517 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103887 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6054645.000000 Penalty: 1052.487183
	Iteration 12Q: 3 clusters Score -6054645 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104036 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6054760.000000 Penalty: 1052.487183
	Iteration 13Q: 3 clusters Score -6054760 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104150 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6054802.000000 Penalty: 1052.487183
	Iteration 14Q: 3 clusters Score -6054802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104245 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6054869.000000 Penalty: 1052.487183
	Iteration 15Q: 3 clusters Score -6054869 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104328 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6054877.000000 Penalty: 1052.487183
	Iteration 16Q: 3 clusters Score -6054877 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104392 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6054900.000000 Penalty: 1052.487183
	Iteration 17Q: 3 clusters Score -6054900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104435 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6054904.500000 Penalty: 1052.487183
	Iteration 18Q: 3 clusters Score -6054904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104468 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6054904.500000 Penalty: 1052.487183
	Iteration 19Q: 3 clusters Score -6054904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104499 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6054903.000000 Penalty: 1052.487183
	Iteration 20F: 3 clusters Score -6054903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104529 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6054899.000000 Penalty: 1052.487183
	Iteration 21Q: 3 clusters Score -6054899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104555 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6054901.500000 Penalty: 1052.487183
	Iteration 22Q: 3 clusters Score -6054902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6054907.000000 Penalty: 1052.487183
	Iteration 23Q: 3 clusters Score -6054907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104595 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6054910.500000 Penalty: 1052.487183
	Iteration 24Q: 3 clusters Score -6054910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104610 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6054921.500000 Penalty: 1052.487183
	Iteration 25Q: 3 clusters Score -6054922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104626 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6054924.000000 Penalty: 1052.487183
	Iteration 26Q: 3 clusters Score -6054924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6054925.500000 Penalty: 1052.487183
	Iteration 27Q: 3 clusters Score -6054926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104647 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6054929.500000 Penalty: 1052.487183
	Iteration 28Q: 3 clusters Score -6054930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104655 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6054936.000000 Penalty: 1052.487183
	Iteration 29Q: 3 clusters Score -6054936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6054942.000000 Penalty: 1052.487183
	Iteration 30Q: 3 clusters Score -6054942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104660 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6054936.000000 Penalty: 1052.487183
	Iteration 31Q: 3 clusters Score -6054936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104661 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6054941.500000 Penalty: 1052.487183
	Iteration 32Q: 3 clusters Score -6054942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6054937.000000 Penalty: 1052.487183
	Iteration 33Q: 3 clusters Score -6054937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6054937.500000 Penalty: 1052.487183
	Iteration 34Q: 3 clusters Score -6054938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6054938.000000 Penalty: 1052.487183
	Iteration 35Q: 3 clusters Score -6054938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6054948.000000 Penalty: 1052.487183
	Iteration 36Q: 3 clusters Score -6054948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104666 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6054946.500000 Penalty: 1052.487183
	Iteration 37Q: 3 clusters Score -6054946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104666 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6054947.000000 Penalty: 1052.487183
	Iteration 38Q: 3 clusters Score -6054947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6054940.500000 Penalty: 1052.487183
	Iteration 39Q: 3 clusters Score -6054940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6054940.500000 Penalty: 1052.487183
	Iteration 40F: 3 clusters Score -6054940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -155105.734375 Penalty: 363.199921
	Iteration 0F: 2 clusters Score -155105.7 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 1486 members 
Entering Unmasked Estep 
Score: -153079.781250 Penalty: 726.399841
	Iteration 0F: 3 clusters Score -153079.8 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -153737.937500 Penalty: 726.399841
	Iteration 1F: 3 clusters Score -153737.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -153844.671875 Penalty: 726.399841
	Iteration 2F: 3 clusters Score -153844.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -153954.281250 Penalty: 726.399841
	Iteration 3F: 3 clusters Score -153954.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -154076.187500 Penalty: 726.399841
	Iteration 4F: 3 clusters Score -154076.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -154209.546875 Penalty: 726.399841
	Iteration 5F: 3 clusters Score -154209.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -154362.640625 Penalty: 726.399841
	Iteration 6F: 3 clusters Score -154362.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -154532.843750 Penalty: 726.399841
	Iteration 7F: 3 clusters Score -154532.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -154677.328125 Penalty: 726.399841
	Iteration 8F: 3 clusters Score -154677.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -154759.765625 Penalty: 726.399841
	Iteration 9Q: 3 clusters Score -154759.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -154796.578125 Penalty: 726.399841
	Iteration 10Q: 3 clusters Score -154796.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -154820.078125 Penalty: 726.399841
	Iteration 11Q: 3 clusters Score -154820.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -154831.906250 Penalty: 726.399841
	Iteration 12Q: 3 clusters Score -154831.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -154838.828125 Penalty: 726.399841
	Iteration 13Q: 3 clusters Score -154838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -154847.187500 Penalty: 726.399841
	Iteration 14Q: 3 clusters Score -154847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -154852.109375 Penalty: 726.399841
	Iteration 15Q: 3 clusters Score -154852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -154859.593750 Penalty: 726.399841
	Iteration 16Q: 3 clusters Score -154859.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -154862.390625 Penalty: 726.399841
	Iteration 17Q: 3 clusters Score -154862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -154863.078125 Penalty: 726.399841
	Iteration 18Q: 3 clusters Score -154863.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -154863.078125 Penalty: 726.399841
	Iteration 19F: 3 clusters Score -154863.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 251 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 16 contains 85 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 136 members 
Mstep: Class 21 contains 33637 members 
Mstep: Class 22 contains 105429 members 
Mstep: Class 23 contains 2929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10125648.000000 Penalty: 20451.093750
Iteration 39Q: 38 clusters Score -1.012565e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 291 members 
Mstep: Class 3 contains 3076 members 
Mstep: Class 4 contains 1318 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 840 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 274 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 246 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 429 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 34600 members 
Mstep: Class 22 contains 105505 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 397 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 240 members 
Mstep: Class 27 contains 2002 members 
Mstep: Class 28 contains 4374 members 
Mstep: Class 29 contains 401 members 
Mstep: Class 30 contains 571 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 379 members 
Mstep: Class 34 contains 7036 members 
Mstep: Class 35 contains 377 members 
Mstep: Class 36 contains 682 members 
Mstep: Class 37 contains 8829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 450.088654 but Gain 552.732422
Score: -10128034.000000 Penalty: 19898.361328
Iteration 40F: 37 clusters Score -1.012803e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 289 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 1254 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 7 contains 838 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 241 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 1436 members 
Mstep: Class 14 contains 700 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 192 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 2625 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 21 contains 35238 members 
Mstep: Class 22 contains 105161 members 
Mstep: Class 23 contains 2287 members 
Mstep: Class 24 contains 399 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 290 members 
Mstep: Class 27 contains 1985 members 
Mstep: Class 28 contains 4079 members 
Mstep: Class 29 contains 404 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 489 members 
Mstep: Class 32 contains 208 members 
Mstep: Class 33 contains 384 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 691 members 
Mstep: Class 37 contains 8986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10129474.000000 Penalty: 19898.361328
Iteration 41Q: 37 clusters Score -1.012947e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 286 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 744 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 1438 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 21 contains 35721 members 
Mstep: Class 22 contains 104972 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 401 members 
Mstep: Class 25 contains 156 members 
Mstep: Class 26 contains 317 members 
Mstep: Class 27 contains 1965 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 402 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 386 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 365 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 9104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130078.000000 Penalty: 19898.361328
Iteration 42Q: 37 clusters Score -1.013008e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 283 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 1212 members 
Mstep: Class 5 contains 610 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 235 members 
Mstep: Class 10 contains 616 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 18 contains 2670 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 104868 members 
Mstep: Class 23 contains 1852 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 162 members 
Mstep: Class 26 contains 340 members 
Mstep: Class 27 contains 1942 members 
Mstep: Class 28 contains 3639 members 
Mstep: Class 29 contains 400 members 
Mstep: Class 30 contains 501 members 
Mstep: Class 31 contains 591 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 389 members 
Mstep: Class 34 contains 7280 members 
Mstep: Class 35 contains 360 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 9191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130457.000000 Penalty: 19898.361328
Iteration 43Q: 37 clusters Score -1.013046e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 282 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 756 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 230 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 693 members 
Mstep: Class 15 contains 278 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 2687 members 
Mstep: Class 19 contains 452 members 
Mstep: Class 21 contains 36425 members 
Mstep: Class 22 contains 104813 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 361 members 
Mstep: Class 27 contains 1928 members 
Mstep: Class 28 contains 3456 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 480 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 389 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 352 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 9266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10130786.000000 Penalty: 19898.361328
Iteration 44Q: 37 clusters Score -1.013079e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 282 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 1184 members 
Mstep: Class 5 contains 606 members 
Mstep: Class 6 contains 756 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 233 members 
Mstep: Class 10 contains 622 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 689 members 
Mstep: Class 15 contains 279 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 2711 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 21 contains 36648 members 
Mstep: Class 22 contains 104817 members 
Mstep: Class 23 contains 1579 members 
Mstep: Class 24 contains 412 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 372 members 
Mstep: Class 27 contains 1913 members 
Mstep: Class 28 contains 3301 members 
Mstep: Class 29 contains 412 members 
Mstep: Class 30 contains 465 members 
Mstep: Class 31 contains 650 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 388 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 9342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131009.000000 Penalty: 19898.361328
Iteration 45Q: 37 clusters Score -1.013101e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 281 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 609 members 
Mstep: Class 6 contains 754 members 
Mstep: Class 7 contains 882 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 1456 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2731 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 21 contains 36806 members 
Mstep: Class 22 contains 104825 members 
Mstep: Class 23 contains 1500 members 
Mstep: Class 24 contains 418 members 
Mstep: Class 25 contains 164 members 
Mstep: Class 26 contains 386 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 3181 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 665 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 389 members 
Mstep: Class 34 contains 7205 members 
Mstep: Class 35 contains 335 members 
Mstep: Class 36 contains 665 members 
Mstep: Class 37 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131125.000000 Penalty: 19898.361328
Iteration 46Q: 37 clusters Score -1.013112e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 280 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 611 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 238 members 
Mstep: Class 10 contains 625 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 257 members 
Mstep: Class 13 contains 1456 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 276 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 21 contains 36966 members 
Mstep: Class 22 contains 104828 members 
Mstep: Class 23 contains 1426 members 
Mstep: Class 24 contains 420 members 
Mstep: Class 25 contains 164 members 
Mstep: Class 26 contains 394 members 
Mstep: Class 27 contains 1889 members 
Mstep: Class 28 contains 3074 members 
Mstep: Class 29 contains 419 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 388 members 
Mstep: Class 34 contains 7165 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 657 members 
Mstep: Class 37 contains 9484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131224.000000 Penalty: 19898.361328
Iteration 47Q: 37 clusters Score -1.013122e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 280 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 1121 members 
Mstep: Class 5 contains 611 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 885 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 240 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 275 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 275 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 21 contains 37088 members 
Mstep: Class 22 contains 104837 members 
Mstep: Class 23 contains 1371 members 
Mstep: Class 24 contains 422 members 
Mstep: Class 25 contains 164 members 
Mstep: Class 26 contains 399 members 
Mstep: Class 27 contains 1880 members 
Mstep: Class 28 contains 2985 members 
Mstep: Class 29 contains 419 members 
Mstep: Class 30 contains 448 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 385 members 
Mstep: Class 34 contains 7142 members 
Mstep: Class 35 contains 330 members 
Mstep: Class 36 contains 650 members 
Mstep: Class 37 contains 9546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131320.000000 Penalty: 19898.361328
Iteration 48Q: 37 clusters Score -1.013132e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 280 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 1100 members 
Mstep: Class 5 contains 610 members 
Mstep: Class 6 contains 751 members 
Mstep: Class 7 contains 889 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 243 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 271 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 276 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 21 contains 37186 members 
Mstep: Class 22 contains 104847 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 422 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 1875 members 
Mstep: Class 28 contains 2911 members 
Mstep: Class 29 contains 420 members 
Mstep: Class 30 contains 443 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 7119 members 
Mstep: Class 35 contains 328 members 
Mstep: Class 36 contains 649 members 
Mstep: Class 37 contains 9598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131383.000000 Penalty: 19898.361328
Iteration 49Q: 37 clusters Score -1.013138e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 281 members 
Mstep: Class 3 contains 3097 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 21 contains 37243 members 
Mstep: Class 22 contains 104863 members 
Mstep: Class 23 contains 1295 members 
Mstep: Class 24 contains 422 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 399 members 
Mstep: Class 27 contains 1869 members 
Mstep: Class 28 contains 2862 members 
Mstep: Class 29 contains 423 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 380 members 
Mstep: Class 34 contains 7103 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 651 members 
Mstep: Class 37 contains 9633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131410.000000 Penalty: 19898.361328
Iteration 50Q: 37 clusters Score -1.013141e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 279 members 
Mstep: Class 3 contains 3102 members 
Mstep: Class 4 contains 1078 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 898 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 278 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2765 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 21 contains 37295 members 
Mstep: Class 22 contains 104871 members 
Mstep: Class 23 contains 1276 members 
Mstep: Class 24 contains 422 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 401 members 
Mstep: Class 27 contains 1867 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 421 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 757 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 375 members 
Mstep: Class 34 contains 7096 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 649 members 
Mstep: Class 37 contains 9666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131473.000000 Penalty: 19898.361328
Iteration 51Q: 37 clusters Score -1.013147e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 279 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 1062 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 899 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1461 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 278 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 21 contains 37355 members 
Mstep: Class 22 contains 104879 members 
Mstep: Class 23 contains 1253 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 2762 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 769 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7087 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 649 members 
Mstep: Class 37 contains 9693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131482.000000 Penalty: 19898.361328
Iteration 52Q: 37 clusters Score -1.013148e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 279 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 1056 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 902 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 278 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 21 contains 37408 members 
Mstep: Class 22 contains 104881 members 
Mstep: Class 23 contains 1233 members 
Mstep: Class 24 contains 422 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 401 members 
Mstep: Class 27 contains 1861 members 
Mstep: Class 28 contains 2721 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 779 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7085 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 648 members 
Mstep: Class 37 contains 9709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131537.000000 Penalty: 19898.361328
Iteration 53Q: 37 clusters Score -1.013154e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 279 members 
Mstep: Class 3 contains 3106 members 
Mstep: Class 4 contains 1052 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 902 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 278 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 21 contains 37462 members 
Mstep: Class 22 contains 104890 members 
Mstep: Class 23 contains 1210 members 
Mstep: Class 24 contains 423 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 401 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 2678 members 
Mstep: Class 29 contains 423 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 787 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7077 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 648 members 
Mstep: Class 37 contains 9721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131589.000000 Penalty: 19898.361328
Iteration 54Q: 37 clusters Score -1.013159e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 279 members 
Mstep: Class 3 contains 3106 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 688 members 
Mstep: Class 15 contains 278 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 446 members 
Mstep: Class 21 contains 37504 members 
Mstep: Class 22 contains 104897 members 
Mstep: Class 23 contains 1193 members 
Mstep: Class 24 contains 424 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 401 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2644 members 
Mstep: Class 29 contains 424 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 800 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7077 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 648 members 
Mstep: Class 37 contains 9734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131608.000000 Penalty: 19898.361328
Iteration 55Q: 37 clusters Score -1.013161e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 279 members 
Mstep: Class 3 contains 3102 members 
Mstep: Class 4 contains 1034 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 906 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 259 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 690 members 
Mstep: Class 15 contains 278 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 446 members 
Mstep: Class 21 contains 37542 members 
Mstep: Class 22 contains 104905 members 
Mstep: Class 23 contains 1174 members 
Mstep: Class 24 contains 425 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2615 members 
Mstep: Class 29 contains 425 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 815 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7080 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 650 members 
Mstep: Class 37 contains 9741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131603.000000 Penalty: 19898.361328
Iteration 56Q: 37 clusters Score -1.01316e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 279 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 902 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 259 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 692 members 
Mstep: Class 15 contains 278 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 21 contains 37564 members 
Mstep: Class 22 contains 104919 members 
Mstep: Class 23 contains 1162 members 
Mstep: Class 24 contains 428 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 403 members 
Mstep: Class 27 contains 1856 members 
Mstep: Class 28 contains 2587 members 
Mstep: Class 29 contains 425 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 828 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 7079 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 651 members 
Mstep: Class 37 contains 9750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131634.000000 Penalty: 19898.361328
Iteration 57Q: 37 clusters Score -1.013163e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 279 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 899 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 620 members 
Mstep: Class 11 contains 259 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 692 members 
Mstep: Class 15 contains 278 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 21 contains 37573 members 
Mstep: Class 22 contains 104929 members 
Mstep: Class 23 contains 1155 members 
Mstep: Class 24 contains 431 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 2567 members 
Mstep: Class 29 contains 425 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 7080 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 651 members 
Mstep: Class 37 contains 9764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131665.000000 Penalty: 19898.361328
Iteration 58Q: 37 clusters Score -1.013166e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 279 members 
Mstep: Class 3 contains 3100 members 
Mstep: Class 4 contains 1021 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 900 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 620 members 
Mstep: Class 11 contains 259 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 278 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 21 contains 37591 members 
Mstep: Class 22 contains 104932 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 434 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1859 members 
Mstep: Class 28 contains 2547 members 
Mstep: Class 29 contains 426 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 857 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7085 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 650 members 
Mstep: Class 37 contains 9772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131650.000000 Penalty: 19898.361328
Iteration 59Q: 37 clusters Score -1.013165e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 279 members 
Mstep: Class 3 contains 3100 members 
Mstep: Class 4 contains 1016 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 620 members 
Mstep: Class 11 contains 258 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 692 members 
Mstep: Class 15 contains 278 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 21 contains 37600 members 
Mstep: Class 22 contains 104937 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 436 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 2537 members 
Mstep: Class 29 contains 426 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 867 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 375 members 
Mstep: Class 34 contains 7084 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 651 members 
Mstep: Class 37 contains 9781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131694.000000 Penalty: 19898.361328
Iteration 60F: 37 clusters Score -1.013169e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 277 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 1012 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 899 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 620 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 693 members 
Mstep: Class 15 contains 280 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 21 contains 37610 members 
Mstep: Class 22 contains 104938 members 
Mstep: Class 23 contains 1138 members 
Mstep: Class 24 contains 437 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 2527 members 
Mstep: Class 29 contains 436 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 876 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 375 members 
Mstep: Class 34 contains 7080 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 651 members 
Mstep: Class 37 contains 9789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131737.000000 Penalty: 19898.361328
Iteration 61Q: 37 clusters Score -1.013174e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 277 members 
Mstep: Class 3 contains 3102 members 
Mstep: Class 4 contains 1009 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 898 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 245 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 280 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 439 members 
Mstep: Class 21 contains 37627 members 
Mstep: Class 22 contains 104939 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 437 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 2515 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 881 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 375 members 
Mstep: Class 34 contains 7077 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 650 members 
Mstep: Class 37 contains 9798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131844.000000 Penalty: 19898.361328
Iteration 62Q: 37 clusters Score -1.013184e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 277 members 
Mstep: Class 3 contains 3102 members 
Mstep: Class 4 contains 1006 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 901 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 622 members 
Mstep: Class 11 contains 255 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 276 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 437 members 
Mstep: Class 21 contains 37633 members 
Mstep: Class 22 contains 104943 members 
Mstep: Class 23 contains 1125 members 
Mstep: Class 24 contains 437 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1859 members 
Mstep: Class 28 contains 2506 members 
Mstep: Class 29 contains 459 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 884 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 375 members 
Mstep: Class 34 contains 7076 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 650 members 
Mstep: Class 37 contains 9809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131898.000000 Penalty: 19898.361328
Iteration 63Q: 37 clusters Score -1.01319e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 277 members 
Mstep: Class 3 contains 3098 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 247 members 
Mstep: Class 10 contains 622 members 
Mstep: Class 11 contains 254 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 431 members 
Mstep: Class 21 contains 37639 members 
Mstep: Class 22 contains 104946 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 436 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 403 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 2493 members 
Mstep: Class 29 contains 471 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 888 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 375 members 
Mstep: Class 34 contains 7072 members 
Mstep: Class 35 contains 284 members 
Mstep: Class 36 contains 652 members 
Mstep: Class 37 contains 9824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131961.000000 Penalty: 19898.361328
Iteration 64Q: 37 clusters Score -1.013196e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 276 members 
Mstep: Class 3 contains 3096 members 
Mstep: Class 4 contains 990 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 247 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 254 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 21 contains 37651 members 
Mstep: Class 22 contains 104950 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 436 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 2475 members 
Mstep: Class 29 contains 470 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7071 members 
Mstep: Class 35 contains 283 members 
Mstep: Class 36 contains 653 members 
Mstep: Class 37 contains 9842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131968.000000 Penalty: 19898.361328
Iteration 65Q: 37 clusters Score -1.013197e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 4 contains 982 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 247 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 429 members 
Mstep: Class 21 contains 37662 members 
Mstep: Class 22 contains 104953 members 
Mstep: Class 23 contains 1113 members 
Mstep: Class 24 contains 437 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2459 members 
Mstep: Class 29 contains 472 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 894 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7071 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 652 members 
Mstep: Class 37 contains 9859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10131994.000000 Penalty: 19898.361328
Iteration 66Q: 37 clusters Score -1.013199e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 979 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 247 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 260 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 274 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 21 contains 37667 members 
Mstep: Class 22 contains 104955 members 
Mstep: Class 23 contains 1111 members 
Mstep: Class 24 contains 438 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 403 members 
Mstep: Class 27 contains 1856 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 472 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 7071 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 653 members 
Mstep: Class 37 contains 9871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132021.000000 Penalty: 19898.361328
Iteration 67Q: 37 clusters Score -1.013202e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 268 members 
Mstep: Class 3 contains 3095 members 
Mstep: Class 4 contains 975 members 
Mstep: Class 5 contains 606 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 916 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 247 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 260 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 274 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 21 contains 37679 members 
Mstep: Class 22 contains 104955 members 
Mstep: Class 23 contains 1109 members 
Mstep: Class 24 contains 439 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 403 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2433 members 
Mstep: Class 29 contains 477 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 278 members 
Mstep: Class 36 contains 653 members 
Mstep: Class 37 contains 9878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132037.000000 Penalty: 19898.361328
Iteration 68Q: 37 clusters Score -1.013204e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 4 contains 970 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 917 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 247 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 260 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 274 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 21 contains 37686 members 
Mstep: Class 22 contains 104956 members 
Mstep: Class 23 contains 1110 members 
Mstep: Class 24 contains 440 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2425 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 909 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 7068 members 
Mstep: Class 35 contains 279 members 
Mstep: Class 36 contains 653 members 
Mstep: Class 37 contains 9883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132089.000000 Penalty: 19898.361328
Iteration 69Q: 37 clusters Score -1.013209e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 610 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 917 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 247 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 260 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 274 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 37694 members 
Mstep: Class 22 contains 104957 members 
Mstep: Class 23 contains 1109 members 
Mstep: Class 24 contains 439 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1850 members 
Mstep: Class 28 contains 2418 members 
Mstep: Class 29 contains 480 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 920 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7067 members 
Mstep: Class 35 contains 275 members 
Mstep: Class 36 contains 653 members 
Mstep: Class 37 contains 9887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132114.000000 Penalty: 19898.361328
Iteration 70Q: 37 clusters Score -1.013211e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 262 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 611 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 919 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 632 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 274 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 37705 members 
Mstep: Class 22 contains 104956 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 401 members 
Mstep: Class 27 contains 1850 members 
Mstep: Class 28 contains 2409 members 
Mstep: Class 29 contains 477 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 927 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 7066 members 
Mstep: Class 35 contains 275 members 
Mstep: Class 36 contains 653 members 
Mstep: Class 37 contains 9889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132129.000000 Penalty: 19898.361328
Iteration 71Q: 37 clusters Score -1.013213e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 261 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 921 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 693 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 21 contains 37715 members 
Mstep: Class 22 contains 104955 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 401 members 
Mstep: Class 27 contains 1849 members 
Mstep: Class 28 contains 2400 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 931 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 361 members 
Mstep: Class 34 contains 7064 members 
Mstep: Class 35 contains 273 members 
Mstep: Class 36 contains 653 members 
Mstep: Class 37 contains 9891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132159.000000 Penalty: 19898.361328
Iteration 72Q: 37 clusters Score -1.013216e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 260 members 
Mstep: Class 3 contains 3069 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 634 members 
Mstep: Class 11 contains 251 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 693 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 21 contains 37728 members 
Mstep: Class 22 contains 104956 members 
Mstep: Class 23 contains 1099 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1854 members 
Mstep: Class 28 contains 2391 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 934 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 361 members 
Mstep: Class 34 contains 7067 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 653 members 
Mstep: Class 37 contains 9892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132192.000000 Penalty: 19898.361328
Iteration 73Q: 37 clusters Score -1.013219e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 3066 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 251 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 692 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 429 members 
Mstep: Class 21 contains 37738 members 
Mstep: Class 22 contains 104957 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 440 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1856 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 935 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7068 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 653 members 
Mstep: Class 37 contains 9893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132231.000000 Penalty: 19898.361328
Iteration 74Q: 37 clusters Score -1.013223e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 251 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 434 members 
Mstep: Class 21 contains 37745 members 
Mstep: Class 22 contains 104960 members 
Mstep: Class 23 contains 1092 members 
Mstep: Class 24 contains 440 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 403 members 
Mstep: Class 27 contains 1856 members 
Mstep: Class 28 contains 2376 members 
Mstep: Class 29 contains 480 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 936 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7068 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 9892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132235.000000 Penalty: 19898.361328
Iteration 75Q: 37 clusters Score -1.013224e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 251 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 21 contains 37754 members 
Mstep: Class 22 contains 104960 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 440 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 1856 members 
Mstep: Class 28 contains 2371 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7068 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132256.000000 Penalty: 19898.361328
Iteration 76Q: 37 clusters Score -1.013226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 625 members 
Mstep: Class 11 contains 251 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 21 contains 37760 members 
Mstep: Class 22 contains 104962 members 
Mstep: Class 23 contains 1082 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 1854 members 
Mstep: Class 28 contains 2367 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7068 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132259.000000 Penalty: 19898.361328
Iteration 77Q: 37 clusters Score -1.013226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 3072 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 628 members 
Mstep: Class 11 contains 250 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 21 contains 37768 members 
Mstep: Class 22 contains 104964 members 
Mstep: Class 23 contains 1077 members 
Mstep: Class 24 contains 440 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 1854 members 
Mstep: Class 28 contains 2365 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7068 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10132249.000000 Penalty: 19898.361328
Iteration 78Q: 37 clusters Score -1.013225e+07 nChanged 22
Entering ConstructFrom: 
Score: -10132249.000000 Penalty: 19898.361328
Entering ConstructFrom: 
Trying to split cluster 1 (4901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Entering Unmasked Estep 
Score: -259679.375000 Penalty: 386.622345
	Iteration 0F: 2 clusters Score -259679.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -256423.484375 Penalty: 773.244690
	Iteration 0F: 3 clusters Score -256423.5 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -257725.140625 Penalty: 773.244690
	Iteration 1F: 3 clusters Score -257725.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -257959.500000 Penalty: 773.244690
	Iteration 2F: 3 clusters Score -257959.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -258144.593750 Penalty: 773.244690
	Iteration 3F: 3 clusters Score -258144.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -258285.890625 Penalty: 773.244690
	Iteration 4F: 3 clusters Score -258285.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -258427.093750 Penalty: 773.244690
	Iteration 5Q: 3 clusters Score -258427.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -258561.921875 Penalty: 773.244690
	Iteration 6Q: 3 clusters Score -258561.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -258689.984375 Penalty: 773.244690
	Iteration 7Q: 3 clusters Score -258690 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -258783.750000 Penalty: 773.244690
	Iteration 8Q: 3 clusters Score -258783.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -258838.984375 Penalty: 773.244690
	Iteration 9Q: 3 clusters Score -258839 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -258873.328125 Penalty: 773.244690
	Iteration 10Q: 3 clusters Score -258873.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -258906.968750 Penalty: 773.244690
	Iteration 11Q: 3 clusters Score -258907 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -258962.828125 Penalty: 773.244690
	Iteration 12Q: 3 clusters Score -258962.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -259014.796875 Penalty: 773.244690
	Iteration 13Q: 3 clusters Score -259014.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -259064.359375 Penalty: 773.244690
	Iteration 14Q: 3 clusters Score -259064.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -259125.656250 Penalty: 773.244690
	Iteration 15Q: 3 clusters Score -259125.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -259172.062500 Penalty: 773.244690
	Iteration 16Q: 3 clusters Score -259172.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -259199.562500 Penalty: 773.244690
	Iteration 17Q: 3 clusters Score -259199.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -259224.687500 Penalty: 773.244690
	Iteration 18Q: 3 clusters Score -259224.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -259247.609375 Penalty: 773.244690
	Iteration 19Q: 3 clusters Score -259247.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -259267.875000 Penalty: 773.244690
	Iteration 20F: 3 clusters Score -259267.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -259281.046875 Penalty: 773.244690
	Iteration 21Q: 3 clusters Score -259281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -259294.437500 Penalty: 773.244690
	Iteration 22Q: 3 clusters Score -259294.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -259309.328125 Penalty: 773.244690
	Iteration 23Q: 3 clusters Score -259309.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -259321.843750 Penalty: 773.244690
	Iteration 24Q: 3 clusters Score -259321.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -259333.421875 Penalty: 773.244690
	Iteration 25Q: 3 clusters Score -259333.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -259346.453125 Penalty: 773.244690
	Iteration 26Q: 3 clusters Score -259346.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -259362.390625 Penalty: 773.244690
	Iteration 27Q: 3 clusters Score -259362.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -259379.812500 Penalty: 773.244690
	Iteration 28Q: 3 clusters Score -259379.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -259399.750000 Penalty: 773.244690
	Iteration 29Q: 3 clusters Score -259399.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -259422.125000 Penalty: 773.244690
	Iteration 30Q: 3 clusters Score -259422.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -259448.765625 Penalty: 773.244690
	Iteration 31Q: 3 clusters Score -259448.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -259480.031250 Penalty: 773.244690
	Iteration 32Q: 3 clusters Score -259480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -259520.625000 Penalty: 773.244690
	Iteration 33Q: 3 clusters Score -259520.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -259570.312500 Penalty: 773.244690
	Iteration 34Q: 3 clusters Score -259570.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -259606.140625 Penalty: 773.244690
	Iteration 35Q: 3 clusters Score -259606.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -259650.875000 Penalty: 773.244690
	Iteration 36Q: 3 clusters Score -259650.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -259686.015625 Penalty: 773.244690
	Iteration 37Q: 3 clusters Score -259686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -259713.718750 Penalty: 773.244690
	Iteration 38Q: 3 clusters Score -259713.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -259748.250000 Penalty: 773.244690
	Iteration 39Q: 3 clusters Score -259748.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -259798.343750 Penalty: 773.244690
	Iteration 40F: 3 clusters Score -259798.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -259844.046875 Penalty: 773.244690
	Iteration 41Q: 3 clusters Score -259844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -259871.765625 Penalty: 773.244690
	Iteration 42Q: 3 clusters Score -259871.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -259894.531250 Penalty: 773.244690
	Iteration 43Q: 3 clusters Score -259894.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -259910.609375 Penalty: 773.244690
	Iteration 44Q: 3 clusters Score -259910.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -259930.703125 Penalty: 773.244690
	Iteration 45Q: 3 clusters Score -259930.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -259953.859375 Penalty: 773.244690
	Iteration 46Q: 3 clusters Score -259953.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -259973.015625 Penalty: 773.244690
	Iteration 47Q: 3 clusters Score -259973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -259993.234375 Penalty: 773.244690
	Iteration 48Q: 3 clusters Score -259993.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -260018.984375 Penalty: 773.244690
	Iteration 49Q: 3 clusters Score -260019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -260049.937500 Penalty: 773.244690
	Iteration 50Q: 3 clusters Score -260049.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -260083.640625 Penalty: 773.244690
	Iteration 51Q: 3 clusters Score -260083.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -260133.609375 Penalty: 773.244690
	Iteration 52Q: 3 clusters Score -260133.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -260192.390625 Penalty: 773.244690
	Iteration 53Q: 3 clusters Score -260192.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -260291.140625 Penalty: 773.244690
	Iteration 54Q: 3 clusters Score -260291.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -260423.125000 Penalty: 773.244690
	Iteration 55Q: 3 clusters Score -260423.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -260554.406250 Penalty: 773.244690
	Iteration 56Q: 3 clusters Score -260554.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -260571.859375 Penalty: 773.244690
	Iteration 57Q: 3 clusters Score -260571.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -260578.875000 Penalty: 773.244690
	Iteration 58Q: 3 clusters Score -260578.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -260578.796875 Penalty: 773.244690
	Iteration 59Q: 3 clusters Score -260578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -260592.484375 Penalty: 773.244690
	Iteration 60F: 3 clusters Score -260592.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -260617.000000 Penalty: 773.244690
	Iteration 61Q: 3 clusters Score -260617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -260664.906250 Penalty: 773.244690
	Iteration 62Q: 3 clusters Score -260664.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -260679.875000 Penalty: 773.244690
	Iteration 63Q: 3 clusters Score -260679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -260681.375000 Penalty: 773.244690
	Iteration 64Q: 3 clusters Score -260681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -260682.703125 Penalty: 773.244690
	Iteration 65Q: 3 clusters Score -260682.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -260731.734375 Penalty: 773.244690
	Iteration 66F: 3 clusters Score -260731.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -260746.875000 Penalty: 773.244690
	Iteration 67Q: 3 clusters Score -260746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -260747.203125 Penalty: 773.244690
	Iteration 68Q: 3 clusters Score -260747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -260747.640625 Penalty: 773.244690
	Iteration 69Q: 3 clusters Score -260747.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -260747.640625 Penalty: 773.244690
	Iteration 70F: 3 clusters Score -260747.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 926 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 628 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 104966 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Entering Unmasked Estep 
Score: -10133168.000000 Penalty: 20451.093750
Splitting cluster 1 changes total score from -10132249.000000 to -10133168.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -7266.521973 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -7266.522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6950.196289 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -6950.196 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7084.104980 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -7084.105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7119.348145 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -7119.348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7130.944336 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -7130.944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7143.824219 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -7143.824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7145.154297 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -7145.154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7145.154297 Penalty: 505.671356
	Iteration 6F: 3 clusters Score -7145.154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Entering Unmasked Estep 
Score: -159009.265625 Penalty: 365.354004
	Iteration 0F: 2 clusters Score -159009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -156914.468750 Penalty: 730.708008
	Iteration 0F: 3 clusters Score -156914.5 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -157957.562500 Penalty: 730.708008
	Iteration 1F: 3 clusters Score -157957.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -158180.890625 Penalty: 730.708008
	Iteration 2F: 3 clusters Score -158180.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -158298.921875 Penalty: 730.708008
	Iteration 3F: 3 clusters Score -158298.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -158379.890625 Penalty: 730.708008
	Iteration 4Q: 3 clusters Score -158379.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -158467.734375 Penalty: 730.708008
	Iteration 5Q: 3 clusters Score -158467.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -158546.765625 Penalty: 730.708008
	Iteration 6Q: 3 clusters Score -158546.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -158595.843750 Penalty: 730.708008
	Iteration 7Q: 3 clusters Score -158595.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -158621.250000 Penalty: 730.708008
	Iteration 8Q: 3 clusters Score -158621.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -158657.296875 Penalty: 730.708008
	Iteration 9Q: 3 clusters Score -158657.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -158697.500000 Penalty: 730.708008
	Iteration 10Q: 3 clusters Score -158697.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -158749.625000 Penalty: 730.708008
	Iteration 11Q: 3 clusters Score -158749.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -158811.203125 Penalty: 730.708008
	Iteration 12Q: 3 clusters Score -158811.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -158893.406250 Penalty: 730.708008
	Iteration 13Q: 3 clusters Score -158893.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -158985.453125 Penalty: 730.708008
	Iteration 14Q: 3 clusters Score -158985.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -159043.984375 Penalty: 730.708008
	Iteration 15Q: 3 clusters Score -159044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -159077.796875 Penalty: 730.708008
	Iteration 16Q: 3 clusters Score -159077.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -159095.265625 Penalty: 730.708008
	Iteration 17Q: 3 clusters Score -159095.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -159101.000000 Penalty: 730.708008
	Iteration 18Q: 3 clusters Score -159101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -159105.421875 Penalty: 730.708008
	Iteration 19Q: 3 clusters Score -159105.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -159108.968750 Penalty: 730.708008
	Iteration 20F: 3 clusters Score -159109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -159111.468750 Penalty: 730.708008
	Iteration 21Q: 3 clusters Score -159111.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -159113.984375 Penalty: 730.708008
	Iteration 22Q: 3 clusters Score -159114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -159115.015625 Penalty: 730.708008
	Iteration 23Q: 3 clusters Score -159115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -159116.093750 Penalty: 730.708008
	Iteration 24Q: 3 clusters Score -159116.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -159116.296875 Penalty: 730.708008
	Iteration 25Q: 3 clusters Score -159116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -159116.640625 Penalty: 730.708008
	Iteration 26Q: 3 clusters Score -159116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -159117.156250 Penalty: 730.708008
	Iteration 27Q: 3 clusters Score -159117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -159117.156250 Penalty: 730.708008
	Iteration 28F: 3 clusters Score -159117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 926 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 628 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 104966 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Mstep: Class 38 contains 2300 members 
Entering Unmasked Estep 
Score: -10133096.000000 Penalty: 21003.826172
Splitting cluster 3 changes total score from -10132249.000000 to -10133096.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 4 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -54982.671875 Penalty: 312.728943
	Iteration 0F: 2 clusters Score -54982.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -54233.523438 Penalty: 625.457886
	Iteration 0F: 3 clusters Score -54233.52 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -54464.679688 Penalty: 625.457886
	Iteration 1F: 3 clusters Score -54464.68 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -54538.886719 Penalty: 625.457886
	Iteration 2F: 3 clusters Score -54538.89 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -54594.027344 Penalty: 625.457886
	Iteration 3F: 3 clusters Score -54594.03 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54642.769531 Penalty: 625.457886
	Iteration 4Q: 3 clusters Score -54642.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -54681.257812 Penalty: 625.457886
	Iteration 5Q: 3 clusters Score -54681.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -54708.941406 Penalty: 625.457886
	Iteration 6Q: 3 clusters Score -54708.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -54725.390625 Penalty: 625.457886
	Iteration 7Q: 3 clusters Score -54725.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -54736.820312 Penalty: 625.457886
	Iteration 8Q: 3 clusters Score -54736.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -54744.625000 Penalty: 625.457886
	Iteration 9Q: 3 clusters Score -54744.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -54751.078125 Penalty: 625.457886
	Iteration 10Q: 3 clusters Score -54751.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -54759.523438 Penalty: 625.457886
	Iteration 11Q: 3 clusters Score -54759.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -54763.101562 Penalty: 625.457886
	Iteration 12Q: 3 clusters Score -54763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -54764.175781 Penalty: 625.457886
	Iteration 13Q: 3 clusters Score -54764.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -54766.343750 Penalty: 625.457886
	Iteration 14Q: 3 clusters Score -54766.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -54767.238281 Penalty: 625.457886
	Iteration 15Q: 3 clusters Score -54767.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -54767.578125 Penalty: 625.457886
	Iteration 16Q: 3 clusters Score -54767.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54768.105469 Penalty: 625.457886
	Iteration 17Q: 3 clusters Score -54768.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54768.105469 Penalty: 625.457886
	Iteration 18F: 3 clusters Score -54768.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -18675.140625 Penalty: 292.183807
	Iteration 0F: 2 clusters Score -18675.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18087.257812 Penalty: 584.367615
	Iteration 0F: 3 clusters Score -18087.26 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -18341.365234 Penalty: 584.367615
	Iteration 1F: 3 clusters Score -18341.37 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -18432.537109 Penalty: 584.367615
	Iteration 2F: 3 clusters Score -18432.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -18512.066406 Penalty: 584.367615
	Iteration 3F: 3 clusters Score -18512.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -18647.529297 Penalty: 584.367615
	Iteration 4F: 3 clusters Score -18647.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -18742.078125 Penalty: 584.367615
	Iteration 5F: 3 clusters Score -18742.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18776.439453 Penalty: 584.367615
	Iteration 6Q: 3 clusters Score -18776.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18815.513672 Penalty: 584.367615
	Iteration 7Q: 3 clusters Score -18815.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18859.474609 Penalty: 584.367615
	Iteration 8Q: 3 clusters Score -18859.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18912.412109 Penalty: 584.367615
	Iteration 9Q: 3 clusters Score -18912.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19045.326172 Penalty: 584.367615
	Iteration 10Q: 3 clusters Score -19045.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19251.017578 Penalty: 584.367615
	Iteration 11Q: 3 clusters Score -19251.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19518.025391 Penalty: 584.367615
	Iteration 12Q: 3 clusters Score -19518.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19667.193359 Penalty: 584.367615
	Iteration 13Q: 3 clusters Score -19667.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19849.900391 Penalty: 584.367615
	Iteration 14Q: 3 clusters Score -19849.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19851.546875 Penalty: 584.367615
	Iteration 15Q: 3 clusters Score -19851.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19851.546875 Penalty: 584.367615
	Iteration 16F: 3 clusters Score -19851.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 926 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 628 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 104966 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 164 members 
Entering Unmasked Estep 
Score: -10134011.000000 Penalty: 21556.558594
Splitting cluster 5 changes total score from -10132249.000000 to -10134011.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 6 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -41481.171875 Penalty: 301.334503
	Iteration 0F: 2 clusters Score -41481.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -40837.441406 Penalty: 602.669006
	Iteration 0F: 3 clusters Score -40837.44 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -41011.121094 Penalty: 602.669006
	Iteration 1F: 3 clusters Score -41011.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -41042.781250 Penalty: 602.669006
	Iteration 2F: 3 clusters Score -41042.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -41060.410156 Penalty: 602.669006
	Iteration 3Q: 3 clusters Score -41060.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -41071.792969 Penalty: 602.669006
	Iteration 4Q: 3 clusters Score -41071.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -41079.558594 Penalty: 602.669006
	Iteration 5Q: 3 clusters Score -41079.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -41085.363281 Penalty: 602.669006
	Iteration 6Q: 3 clusters Score -41085.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -41089.843750 Penalty: 602.669006
	Iteration 7Q: 3 clusters Score -41089.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -41098.835938 Penalty: 602.669006
	Iteration 8Q: 3 clusters Score -41098.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -41104.316406 Penalty: 602.669006
	Iteration 9Q: 3 clusters Score -41104.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -41110.660156 Penalty: 602.669006
	Iteration 10Q: 3 clusters Score -41110.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -41114.945312 Penalty: 602.669006
	Iteration 11Q: 3 clusters Score -41114.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -41120.058594 Penalty: 602.669006
	Iteration 12Q: 3 clusters Score -41120.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -41128.550781 Penalty: 602.669006
	Iteration 13Q: 3 clusters Score -41128.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -41137.304688 Penalty: 602.669006
	Iteration 14Q: 3 clusters Score -41137.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -41144.289062 Penalty: 602.669006
	Iteration 15Q: 3 clusters Score -41144.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -41147.554688 Penalty: 602.669006
	Iteration 16Q: 3 clusters Score -41147.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -41150.132812 Penalty: 602.669006
	Iteration 17Q: 3 clusters Score -41150.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -41155.781250 Penalty: 602.669006
	Iteration 18Q: 3 clusters Score -41155.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -41158.242188 Penalty: 602.669006
	Iteration 19Q: 3 clusters Score -41158.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -41160.128906 Penalty: 602.669006
	Iteration 20F: 3 clusters Score -41160.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -41160.457031 Penalty: 602.669006
	Iteration 21Q: 3 clusters Score -41160.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -41160.457031 Penalty: 602.669006
	Iteration 22F: 3 clusters Score -41160.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -46858.945312 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -46858.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -46082.160156 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -46082.16 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -46387.699219 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -46387.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -46599.851562 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -46599.85 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -46835.949219 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -46835.95 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -47005.746094 Penalty: 621.609558
	Iteration 4F: 3 clusters Score -47005.75 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -47146.054688 Penalty: 621.609558
	Iteration 5F: 3 clusters Score -47146.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -47269.855469 Penalty: 621.609558
	Iteration 6F: 3 clusters Score -47269.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -47298.539062 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -47298.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -47314.898438 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -47314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -47324.492188 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -47324.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -47342.515625 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -47342.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -47348.144531 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -47348.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -47348.464844 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -47348.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -47348.511719 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -47348.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -47348.511719 Penalty: 621.609558
	Iteration 14F: 3 clusters Score -47348.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 628 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 104966 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 567 members 
Entering Unmasked Estep 
Score: -10134253.000000 Penalty: 22109.291016
Splitting cluster 7 changes total score from -10132249.000000 to -10134253.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 8 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -8159.845215 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -8159.845 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 80 members 
Entering Unmasked Estep 
Score: -7906.025391 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -7906.025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7956.195801 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -7956.196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7978.307129 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -7978.307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7989.111328 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -7989.111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7995.820312 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -7995.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8001.057129 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -8001.057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8003.251465 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -8003.251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8004.263184 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -8004.263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8007.523926 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -8007.524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8010.965332 Penalty: 472.052094
	Iteration 9Q: 3 clusters Score -8010.965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8011.165527 Penalty: 472.052094
	Iteration 10Q: 3 clusters Score -8011.166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8011.165527 Penalty: 472.052094
	Iteration 11F: 3 clusters Score -8011.166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -8654.860352 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -8654.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8386.179688 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -8386.18 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8509.281250 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -8509.281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8542.315430 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -8542.315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8555.032227 Penalty: 503.178040
	Iteration 3Q: 3 clusters Score -8555.032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8566.409180 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -8566.409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8591.851562 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -8591.852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8610.137695 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -8610.138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8626.533203 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -8626.533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8643.512695 Penalty: 503.178040
	Iteration 8Q: 3 clusters Score -8643.513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8659.965820 Penalty: 503.178040
	Iteration 9Q: 3 clusters Score -8659.966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8669.353516 Penalty: 503.178040
	Iteration 10Q: 3 clusters Score -8669.354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8674.189453 Penalty: 503.178040
	Iteration 11Q: 3 clusters Score -8674.189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8679.311523 Penalty: 503.178040
	Iteration 12Q: 3 clusters Score -8679.312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8680.001953 Penalty: 503.178040
	Iteration 13Q: 3 clusters Score -8680.002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8682.005859 Penalty: 503.178040
	Iteration 14Q: 3 clusters Score -8682.006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8682.336914 Penalty: 503.178040
	Iteration 15Q: 3 clusters Score -8682.337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8682.336914 Penalty: 503.178040
	Iteration 16F: 3 clusters Score -8682.337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 43 members 
Mstep: Class 10 contains 628 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 104966 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 209 members 
Entering Unmasked Estep 
Score: -10133981.000000 Penalty: 22662.021484
Splitting cluster 9 changes total score from -10132249.000000 to -10133981.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 10 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -32592.205078 Penalty: 293.135590
	Iteration 0F: 2 clusters Score -32592.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32011.318359 Penalty: 586.271179
	Iteration 0F: 3 clusters Score -32011.32 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -32302.646484 Penalty: 586.271179
	Iteration 1F: 3 clusters Score -32302.65 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -32487.970703 Penalty: 586.271179
	Iteration 2F: 3 clusters Score -32487.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -32607.716797 Penalty: 586.271179
	Iteration 3F: 3 clusters Score -32607.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -32639.568359 Penalty: 586.271179
	Iteration 4Q: 3 clusters Score -32639.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -32648.767578 Penalty: 586.271179
	Iteration 5Q: 3 clusters Score -32648.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -32659.503906 Penalty: 586.271179
	Iteration 6Q: 3 clusters Score -32659.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -32669.871094 Penalty: 586.271179
	Iteration 7Q: 3 clusters Score -32669.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -32694.402344 Penalty: 586.271179
	Iteration 8Q: 3 clusters Score -32694.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -32700.978516 Penalty: 586.271179
	Iteration 9Q: 3 clusters Score -32700.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -32702.744141 Penalty: 586.271179
	Iteration 10Q: 3 clusters Score -32702.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -32703.888672 Penalty: 586.271179
	Iteration 11Q: 3 clusters Score -32703.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -32706.953125 Penalty: 586.271179
	Iteration 12Q: 3 clusters Score -32706.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -32710.683594 Penalty: 586.271179
	Iteration 13Q: 3 clusters Score -32710.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -32711.654297 Penalty: 586.271179
	Iteration 14Q: 3 clusters Score -32711.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -32711.654297 Penalty: 586.271179
	Iteration 15F: 3 clusters Score -32711.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 43 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 104966 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 209 members 
Mstep: Class 42 contains 389 members 
Entering Unmasked Estep 
Score: -10133838.000000 Penalty: 23214.753906
Splitting cluster 10 changes total score from -10132249.000000 to -10133838.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 11 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -12346.954102 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -12346.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12018.313477 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12018.31 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12096.528320 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12096.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12113.200195 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12113.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12119.773438 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -12119.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12121.428711 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12121.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12123.209961 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12123.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12127.085938 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12127.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12127.562500 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12127.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12127.942383 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -12127.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12127.942383 Penalty: 501.722015
	Iteration 9F: 3 clusters Score -12127.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14682.593750 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14682.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14347.807617 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14347.81 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14424.428711 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14424.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14445.840820 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14445.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14470.274414 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14470.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14492.978516 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14492.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14510.403320 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14510.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14522.560547 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14522.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14527.881836 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14527.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14530.030273 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -14530.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14531.294922 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -14531.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14531.557617 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -14531.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14533.067383 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -14533.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14535.405273 Penalty: 506.371338
	Iteration 12Q: 3 clusters Score -14535.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14536.382812 Penalty: 506.371338
	Iteration 13Q: 3 clusters Score -14536.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14539.156250 Penalty: 506.371338
	Iteration 14Q: 3 clusters Score -14539.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14540.635742 Penalty: 506.371338
	Iteration 15Q: 3 clusters Score -14540.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14540.819336 Penalty: 506.371338
	Iteration 16Q: 3 clusters Score -14540.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14540.819336 Penalty: 506.371338
	Iteration 17F: 3 clusters Score -14540.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -74087.109375 Penalty: 331.646210
	Iteration 0F: 2 clusters Score -74087.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -73029.992188 Penalty: 663.292419
	Iteration 0F: 3 clusters Score -73029.99 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -73810.375000 Penalty: 663.292419
	Iteration 1F: 3 clusters Score -73810.38 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -74039.335938 Penalty: 663.292419
	Iteration 2F: 3 clusters Score -74039.34 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -74196.101562 Penalty: 663.292419
	Iteration 3F: 3 clusters Score -74196.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -74312.890625 Penalty: 663.292419
	Iteration 4F: 3 clusters Score -74312.89 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -74431.718750 Penalty: 663.292419
	Iteration 5Q: 3 clusters Score -74431.72 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -74515.859375 Penalty: 663.292419
	Iteration 6Q: 3 clusters Score -74515.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -74559.265625 Penalty: 663.292419
	Iteration 7Q: 3 clusters Score -74559.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -74622.234375 Penalty: 663.292419
	Iteration 8Q: 3 clusters Score -74622.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -74712.773438 Penalty: 663.292419
	Iteration 9Q: 3 clusters Score -74712.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -74878.164062 Penalty: 663.292419
	Iteration 10Q: 3 clusters Score -74878.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -74915.289062 Penalty: 663.292419
	Iteration 11Q: 3 clusters Score -74915.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -74931.562500 Penalty: 663.292419
	Iteration 12Q: 3 clusters Score -74931.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -74935.507812 Penalty: 663.292419
	Iteration 13Q: 3 clusters Score -74935.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -74936.828125 Penalty: 663.292419
	Iteration 14Q: 3 clusters Score -74936.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -74937.195312 Penalty: 663.292419
	Iteration 15Q: 3 clusters Score -74937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -74937.195312 Penalty: 663.292419
	Iteration 16F: 3 clusters Score -74937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 43 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 104966 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 209 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 891 members 
Entering Unmasked Estep 
Score: -10134467.000000 Penalty: 23767.486328
Splitting cluster 13 changes total score from -10132249.000000 to -10134467.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 14 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -33440.839844 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -33440.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -32830.687500 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -32830.69 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -33056.597656 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -33056.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33140.296875 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -33140.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -33195.722656 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -33195.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33227.132812 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -33227.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -33241.593750 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -33241.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -33251.980469 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -33251.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -33257.207031 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -33257.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -33266.054688 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -33266.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -33269.390625 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -33269.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -33269.679688 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -33269.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -33269.996094 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -33270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -33269.996094 Penalty: 594.970703
	Iteration 12F: 3 clusters Score -33270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -5375.418945 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -5375.419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5053.360840 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -5053.361 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5208.040039 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -5208.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5248.200684 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -5248.201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5261.859863 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -5261.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5267.897461 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -5267.897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5274.002930 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -5274.003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5276.220215 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -5276.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5282.489746 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -5282.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5284.505371 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -5284.505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5284.505371 Penalty: 509.792816
	Iteration 9F: 3 clusters Score -5284.505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -11538.088867 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -11538.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11233.791016 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -11233.79 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11350.654297 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -11350.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11380.831055 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -11380.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11398.225586 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -11398.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11426.406250 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -11426.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11443.917969 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -11443.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11456.492188 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -11456.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11462.283203 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -11462.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11465.754883 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -11465.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11467.775391 Penalty: 498.738159
	Iteration 9Q: 3 clusters Score -11467.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11470.752930 Penalty: 498.738159
	Iteration 10Q: 3 clusters Score -11470.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11470.752930 Penalty: 498.738159
	Iteration 11F: 3 clusters Score -11470.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -20130.642578 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -20130.64 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 203 members 
Entering Unmasked Estep 
Score: -19702.703125 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -19702.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19874.398438 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -19874.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20004.123047 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -20004.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -20101.541016 Penalty: 546.578186
	Iteration 3F: 3 clusters Score -20101.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20169.955078 Penalty: 546.578186
	Iteration 4F: 3 clusters Score -20169.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20206.939453 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -20206.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20254.392578 Penalty: 546.578186
	Iteration 6F: 3 clusters Score -20254.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20300.208984 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -20300.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -20348.359375 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -20348.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20362.185547 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -20362.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20384.710938 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -20384.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20404.050781 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -20404.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20434.960938 Penalty: 546.578186
	Iteration 12Q: 3 clusters Score -20434.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20474.923828 Penalty: 546.578186
	Iteration 13Q: 3 clusters Score -20474.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20486.582031 Penalty: 546.578186
	Iteration 14Q: 3 clusters Score -20486.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20488.894531 Penalty: 546.578186
	Iteration 15Q: 3 clusters Score -20488.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20488.894531 Penalty: 546.578186
	Iteration 16F: 3 clusters Score -20488.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 43 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 104966 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 209 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 891 members 
Mstep: Class 44 contains 265 members 
Entering Unmasked Estep 
Score: -10134552.000000 Penalty: 24320.218750
Splitting cluster 17 changes total score from -10132249.000000 to -10134552.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 18 (2768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Entering Unmasked Estep 
Score: -141797.859375 Penalty: 360.627563
	Iteration 0F: 2 clusters Score -141797.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -139862.031250 Penalty: 721.255127
	Iteration 0F: 3 clusters Score -139862 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -140649.578125 Penalty: 721.255127
	Iteration 1F: 3 clusters Score -140649.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -140846.656250 Penalty: 721.255127
	Iteration 2F: 3 clusters Score -140846.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -140997.140625 Penalty: 721.255127
	Iteration 3F: 3 clusters Score -140997.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -141108.640625 Penalty: 721.255127
	Iteration 4F: 3 clusters Score -141108.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -141178.671875 Penalty: 721.255127
	Iteration 5Q: 3 clusters Score -141178.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -141229.468750 Penalty: 721.255127
	Iteration 6Q: 3 clusters Score -141229.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -141280.000000 Penalty: 721.255127
	Iteration 7Q: 3 clusters Score -141280 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -141339.546875 Penalty: 721.255127
	Iteration 8Q: 3 clusters Score -141339.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -141405.093750 Penalty: 721.255127
	Iteration 9Q: 3 clusters Score -141405.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -141482.421875 Penalty: 721.255127
	Iteration 10Q: 3 clusters Score -141482.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -141570.531250 Penalty: 721.255127
	Iteration 11Q: 3 clusters Score -141570.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -141704.625000 Penalty: 721.255127
	Iteration 12Q: 3 clusters Score -141704.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -141812.046875 Penalty: 721.255127
	Iteration 13Q: 3 clusters Score -141812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -141898.015625 Penalty: 721.255127
	Iteration 14Q: 3 clusters Score -141898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -141937.437500 Penalty: 721.255127
	Iteration 15Q: 3 clusters Score -141937.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -141953.906250 Penalty: 721.255127
	Iteration 16Q: 3 clusters Score -141953.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -141962.703125 Penalty: 721.255127
	Iteration 17Q: 3 clusters Score -141962.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -141970.234375 Penalty: 721.255127
	Iteration 18Q: 3 clusters Score -141970.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -141973.953125 Penalty: 721.255127
	Iteration 19Q: 3 clusters Score -141974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -141975.312500 Penalty: 721.255127
	Iteration 20F: 3 clusters Score -141975.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -141977.468750 Penalty: 721.255127
	Iteration 21Q: 3 clusters Score -141977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -141978.218750 Penalty: 721.255127
	Iteration 22Q: 3 clusters Score -141978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -141978.609375 Penalty: 721.255127
	Iteration 23Q: 3 clusters Score -141978.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -141979.250000 Penalty: 721.255127
	Iteration 24Q: 3 clusters Score -141979.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -141979.781250 Penalty: 721.255127
	Iteration 25Q: 3 clusters Score -141979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -141980.531250 Penalty: 721.255127
	Iteration 26Q: 3 clusters Score -141980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -141980.375000 Penalty: 721.255127
	Iteration 27Q: 3 clusters Score -141980.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -141980.531250 Penalty: 721.255127
	Iteration 28Q: 3 clusters Score -141980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -141980.734375 Penalty: 721.255127
	Iteration 29Q: 3 clusters Score -141980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -141981.203125 Penalty: 721.255127
	Iteration 30Q: 3 clusters Score -141981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -141981.484375 Penalty: 721.255127
	Iteration 31Q: 3 clusters Score -141981.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -141982.687500 Penalty: 721.255127
	Iteration 32Q: 3 clusters Score -141982.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -141983.875000 Penalty: 721.255127
	Iteration 33Q: 3 clusters Score -141983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -141984.500000 Penalty: 721.255127
	Iteration 34Q: 3 clusters Score -141984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -141985.593750 Penalty: 721.255127
	Iteration 35Q: 3 clusters Score -141985.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -141987.046875 Penalty: 721.255127
	Iteration 36Q: 3 clusters Score -141987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -141988.125000 Penalty: 721.255127
	Iteration 37Q: 3 clusters Score -141988.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -141989.546875 Penalty: 721.255127
	Iteration 38Q: 3 clusters Score -141989.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -141991.546875 Penalty: 721.255127
	Iteration 39Q: 3 clusters Score -141991.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -141994.859375 Penalty: 721.255127
	Iteration 40F: 3 clusters Score -141994.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -142000.453125 Penalty: 721.255127
	Iteration 41Q: 3 clusters Score -142000.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -142010.062500 Penalty: 721.255127
	Iteration 42Q: 3 clusters Score -142010.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -142014.984375 Penalty: 721.255127
	Iteration 43Q: 3 clusters Score -142015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -142020.218750 Penalty: 721.255127
	Iteration 44Q: 3 clusters Score -142020.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -142023.640625 Penalty: 721.255127
	Iteration 45Q: 3 clusters Score -142023.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -142027.578125 Penalty: 721.255127
	Iteration 46Q: 3 clusters Score -142027.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -142032.078125 Penalty: 721.255127
	Iteration 47Q: 3 clusters Score -142032.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -142036.437500 Penalty: 721.255127
	Iteration 48Q: 3 clusters Score -142036.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -142040.437500 Penalty: 721.255127
	Iteration 49Q: 3 clusters Score -142040.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -142044.250000 Penalty: 721.255127
	Iteration 50Q: 3 clusters Score -142044.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -142046.875000 Penalty: 721.255127
	Iteration 51Q: 3 clusters Score -142046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -142048.187500 Penalty: 721.255127
	Iteration 52Q: 3 clusters Score -142048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -142048.750000 Penalty: 721.255127
	Iteration 53Q: 3 clusters Score -142048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -142049.375000 Penalty: 721.255127
	Iteration 54Q: 3 clusters Score -142049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -142049.765625 Penalty: 721.255127
	Iteration 55Q: 3 clusters Score -142049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -142050.140625 Penalty: 721.255127
	Iteration 56Q: 3 clusters Score -142050.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -142050.265625 Penalty: 721.255127
	Iteration 57Q: 3 clusters Score -142050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -142050.765625 Penalty: 721.255127
	Iteration 58Q: 3 clusters Score -142050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -142050.765625 Penalty: 721.255127
	Iteration 59F: 3 clusters Score -142050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 43 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 104966 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 209 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 891 members 
Mstep: Class 44 contains 265 members 
Mstep: Class 45 contains 996 members 
Entering Unmasked Estep 
Score: -10134612.000000 Penalty: 24872.951172
Splitting cluster 18 changes total score from -10132249.000000 to -10134612.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 19 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -20259.755859 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -20259.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19912.623047 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -19912.62 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20344.824219 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -20344.82 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20512.158203 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -20512.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20580.152344 Penalty: 552.856506
	Iteration 3F: 3 clusters Score -20580.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20590.066406 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -20590.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20590.406250 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -20590.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20590.537109 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -20590.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20590.537109 Penalty: 552.856506
	Iteration 7F: 3 clusters Score -20590.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 43 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 232 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 104966 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 209 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 891 members 
Mstep: Class 44 contains 265 members 
Mstep: Class 45 contains 996 members 
Mstep: Class 46 contains 203 members 
Entering Unmasked Estep 
Score: -10134666.000000 Penalty: 25425.683594
Splitting cluster 19 changes total score from -10132249.000000 to -10134666.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 21 (37774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Entering Unmasked Estep 
Score: -2024765.375000 Penalty: 479.541626
	Iteration 0F: 2 clusters Score -2024765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -1999559.250000 Penalty: 959.083252
	Iteration 0F: 3 clusters Score -1999559 nChanged 18172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2009818.000000 Penalty: 959.083252
	Iteration 1F: 3 clusters Score -2009818 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2010366.500000 Penalty: 959.083252
	Iteration 2Q: 3 clusters Score -2010366 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2011083.625000 Penalty: 959.083252
	Iteration 3Q: 3 clusters Score -2011084 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2012043.500000 Penalty: 959.083252
	Iteration 4F: 3 clusters Score -2012044 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2013445.625000 Penalty: 959.083252
	Iteration 5F: 3 clusters Score -2013446 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2015362.125000 Penalty: 959.083252
	Iteration 6F: 3 clusters Score -2015362 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2017693.750000 Penalty: 959.083252
	Iteration 7F: 3 clusters Score -2017694 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2020063.375000 Penalty: 959.083252
	Iteration 8F: 3 clusters Score -2020063 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2021850.250000 Penalty: 959.083252
	Iteration 9F: 3 clusters Score -2021850 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2022895.375000 Penalty: 959.083252
	Iteration 10Q: 3 clusters Score -2022895 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2023514.125000 Penalty: 959.083252
	Iteration 11Q: 3 clusters Score -2023514 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2023876.625000 Penalty: 959.083252
	Iteration 12Q: 3 clusters Score -2023877 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2024080.750000 Penalty: 959.083252
	Iteration 13Q: 3 clusters Score -2024081 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2024192.250000 Penalty: 959.083252
	Iteration 14Q: 3 clusters Score -2024192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2024248.750000 Penalty: 959.083252
	Iteration 15Q: 3 clusters Score -2024249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2024279.000000 Penalty: 959.083252
	Iteration 16Q: 3 clusters Score -2024279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2024302.125000 Penalty: 959.083252
	Iteration 17Q: 3 clusters Score -2024302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2024322.500000 Penalty: 959.083252
	Iteration 18Q: 3 clusters Score -2024322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2024336.000000 Penalty: 959.083252
	Iteration 19Q: 3 clusters Score -2024336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2024340.500000 Penalty: 959.083252
	Iteration 20F: 3 clusters Score -2024340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2024343.500000 Penalty: 959.083252
	Iteration 21Q: 3 clusters Score -2024344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2024348.250000 Penalty: 959.083252
	Iteration 22Q: 3 clusters Score -2024348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2024356.375000 Penalty: 959.083252
	Iteration 23Q: 3 clusters Score -2024356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -2024361.875000 Penalty: 959.083252
	Iteration 24Q: 3 clusters Score -2024362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -2024363.750000 Penalty: 959.083252
	Iteration 25Q: 3 clusters Score -2024364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -2024363.750000 Penalty: 959.083252
	Iteration 26F: 3 clusters Score -2024364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (104966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104966 members 
Entering Unmasked Estep 
Score: -6031352.000000 Penalty: 526.043335
	Iteration 0F: 2 clusters Score -6031352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -5964948.000000 Penalty: 1052.086670
	Iteration 0F: 3 clusters Score -5964948 nChanged 51404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -5996180.000000 Penalty: 1052.086670
	Iteration 1F: 3 clusters Score -5996180 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -5998710.000000 Penalty: 1052.086670
	Iteration 2F: 3 clusters Score -5998710 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -6002797.500000 Penalty: 1052.086670
	Iteration 3F: 3 clusters Score -6002798 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -6007753.500000 Penalty: 1052.086670
	Iteration 4F: 3 clusters Score -6007754 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70670 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -6012456.500000 Penalty: 1052.086670
	Iteration 5F: 3 clusters Score -6012456 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -6016609.000000 Penalty: 1052.086670
	Iteration 6F: 3 clusters Score -6016609 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -6019852.500000 Penalty: 1052.086670
	Iteration 7F: 3 clusters Score -6019852 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85439 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -6022566.000000 Penalty: 1052.086670
	Iteration 8F: 3 clusters Score -6022566 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -6024711.500000 Penalty: 1052.086670
	Iteration 9Q: 3 clusters Score -6024712 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -6026235.500000 Penalty: 1052.086670
	Iteration 10Q: 3 clusters Score -6026236 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93027 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -6027189.000000 Penalty: 1052.086670
	Iteration 11Q: 3 clusters Score -6027189 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -6027753.000000 Penalty: 1052.086670
	Iteration 12Q: 3 clusters Score -6027753 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95160 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -6028237.000000 Penalty: 1052.086670
	Iteration 13Q: 3 clusters Score -6028237 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95943 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -6028610.500000 Penalty: 1052.086670
	Iteration 14Q: 3 clusters Score -6028610 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96635 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -6028939.000000 Penalty: 1052.086670
	Iteration 15Q: 3 clusters Score -6028939 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97238 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -6029285.000000 Penalty: 1052.086670
	Iteration 16Q: 3 clusters Score -6029285 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97746 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -6029520.500000 Penalty: 1052.086670
	Iteration 17Q: 3 clusters Score -6029520 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98207 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -6029796.000000 Penalty: 1052.086670
	Iteration 18Q: 3 clusters Score -6029796 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98645 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -6030068.000000 Penalty: 1052.086670
	Iteration 19Q: 3 clusters Score -6030068 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99054 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -6030293.500000 Penalty: 1052.086670
	Iteration 20F: 3 clusters Score -6030294 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99406 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -6030498.500000 Penalty: 1052.086670
	Iteration 21Q: 3 clusters Score -6030498 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -6030728.500000 Penalty: 1052.086670
	Iteration 22Q: 3 clusters Score -6030728 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100010 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -6030931.000000 Penalty: 1052.086670
	Iteration 23Q: 3 clusters Score -6030931 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100271 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -6031083.000000 Penalty: 1052.086670
	Iteration 24Q: 3 clusters Score -6031083 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -6031212.500000 Penalty: 1052.086670
	Iteration 25Q: 3 clusters Score -6031212 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100723 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -6031381.000000 Penalty: 1052.086670
	Iteration 26Q: 3 clusters Score -6031381 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -6031537.500000 Penalty: 1052.086670
	Iteration 27Q: 3 clusters Score -6031538 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101150 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -6031706.000000 Penalty: 1052.086670
	Iteration 28Q: 3 clusters Score -6031706 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101339 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -6031853.500000 Penalty: 1052.086670
	Iteration 29Q: 3 clusters Score -6031854 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -6031984.500000 Penalty: 1052.086670
	Iteration 30Q: 3 clusters Score -6031984 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101651 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -6032073.000000 Penalty: 1052.086670
	Iteration 31Q: 3 clusters Score -6032073 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101787 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -6032162.500000 Penalty: 1052.086670
	Iteration 32Q: 3 clusters Score -6032162 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101902 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6032236.000000 Penalty: 1052.086670
	Iteration 33Q: 3 clusters Score -6032236 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102012 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -6032342.500000 Penalty: 1052.086670
	Iteration 34Q: 3 clusters Score -6032342 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -6032413.000000 Penalty: 1052.086670
	Iteration 35Q: 3 clusters Score -6032413 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102180 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -6032452.000000 Penalty: 1052.086670
	Iteration 36Q: 3 clusters Score -6032452 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -6032464.500000 Penalty: 1052.086670
	Iteration 37Q: 3 clusters Score -6032464 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6032496.500000 Penalty: 1052.086670
	Iteration 38Q: 3 clusters Score -6032496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102331 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -6032509.500000 Penalty: 1052.086670
	Iteration 39Q: 3 clusters Score -6032510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102370 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -6032516.500000 Penalty: 1052.086670
	Iteration 40F: 3 clusters Score -6032516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102400 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6032515.000000 Penalty: 1052.086670
	Iteration 41Q: 3 clusters Score -6032515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102426 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6032523.000000 Penalty: 1052.086670
	Iteration 42Q: 3 clusters Score -6032523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102448 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6032528.000000 Penalty: 1052.086670
	Iteration 43Q: 3 clusters Score -6032528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102467 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6032522.000000 Penalty: 1052.086670
	Iteration 44Q: 3 clusters Score -6032522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102485 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -6032533.000000 Penalty: 1052.086670
	Iteration 45Q: 3 clusters Score -6032533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6032533.000000 Penalty: 1052.086670
	Iteration 46Q: 3 clusters Score -6032533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102505 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6032531.500000 Penalty: 1052.086670
	Iteration 47Q: 3 clusters Score -6032532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102508 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6032539.500000 Penalty: 1052.086670
	Iteration 48Q: 3 clusters Score -6032540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102511 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -6032546.000000 Penalty: 1052.086670
	Iteration 49Q: 3 clusters Score -6032546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102513 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6032548.500000 Penalty: 1052.086670
	Iteration 50Q: 3 clusters Score -6032548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6032545.500000 Penalty: 1052.086670
	Iteration 51Q: 3 clusters Score -6032546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -6032547.000000 Penalty: 1052.086670
	Iteration 52Q: 3 clusters Score -6032547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102524 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6032550.500000 Penalty: 1052.086670
	Iteration 53Q: 3 clusters Score -6032550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102529 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6032558.000000 Penalty: 1052.086670
	Iteration 54Q: 3 clusters Score -6032558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102531 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -6032556.500000 Penalty: 1052.086670
	Iteration 55Q: 3 clusters Score -6032556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102534 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6032560.500000 Penalty: 1052.086670
	Iteration 56Q: 3 clusters Score -6032560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102534 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6032560.500000 Penalty: 1052.086670
	Iteration 57F: 3 clusters Score -6032560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 43 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 232 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 102534 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 209 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 891 members 
Mstep: Class 44 contains 265 members 
Mstep: Class 45 contains 996 members 
Mstep: Class 46 contains 203 members 
Mstep: Class 47 contains 2432 members 
Entering Unmasked Estep 
Score: -10135886.000000 Penalty: 25978.416016
Splitting cluster 22 changes total score from -10132249.000000 to -10135886.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 23 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -55499.015625 Penalty: 317.551086
	Iteration 0F: 2 clusters Score -55499.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -54641.714844 Penalty: 635.102173
	Iteration 0F: 3 clusters Score -54641.71 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -54984.691406 Penalty: 635.102173
	Iteration 1F: 3 clusters Score -54984.69 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -55079.253906 Penalty: 635.102173
	Iteration 2F: 3 clusters Score -55079.25 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -55125.613281 Penalty: 635.102173
	Iteration 3F: 3 clusters Score -55125.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -55153.839844 Penalty: 635.102173
	Iteration 4Q: 3 clusters Score -55153.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -55187.511719 Penalty: 635.102173
	Iteration 5Q: 3 clusters Score -55187.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -55207.593750 Penalty: 635.102173
	Iteration 6Q: 3 clusters Score -55207.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -55218.214844 Penalty: 635.102173
	Iteration 7Q: 3 clusters Score -55218.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -55225.000000 Penalty: 635.102173
	Iteration 8Q: 3 clusters Score -55225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -55236.355469 Penalty: 635.102173
	Iteration 9Q: 3 clusters Score -55236.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -55244.410156 Penalty: 635.102173
	Iteration 10Q: 3 clusters Score -55244.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -55250.199219 Penalty: 635.102173
	Iteration 11Q: 3 clusters Score -55250.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -55256.003906 Penalty: 635.102173
	Iteration 12Q: 3 clusters Score -55256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -55258.996094 Penalty: 635.102173
	Iteration 13Q: 3 clusters Score -55259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -55260.769531 Penalty: 635.102173
	Iteration 14Q: 3 clusters Score -55260.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -55262.273438 Penalty: 635.102173
	Iteration 15Q: 3 clusters Score -55262.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -55263.082031 Penalty: 635.102173
	Iteration 16Q: 3 clusters Score -55263.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -55263.679688 Penalty: 635.102173
	Iteration 17Q: 3 clusters Score -55263.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -55265.679688 Penalty: 635.102173
	Iteration 18Q: 3 clusters Score -55265.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -55267.828125 Penalty: 635.102173
	Iteration 19Q: 3 clusters Score -55267.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -55269.019531 Penalty: 635.102173
	Iteration 20F: 3 clusters Score -55269.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -55269.941406 Penalty: 635.102173
	Iteration 21Q: 3 clusters Score -55269.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -55270.871094 Penalty: 635.102173
	Iteration 22Q: 3 clusters Score -55270.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -55271.687500 Penalty: 635.102173
	Iteration 23Q: 3 clusters Score -55271.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -55272.683594 Penalty: 635.102173
	Iteration 24Q: 3 clusters Score -55272.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -55273.355469 Penalty: 635.102173
	Iteration 25Q: 3 clusters Score -55273.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -55273.558594 Penalty: 635.102173
	Iteration 26Q: 3 clusters Score -55273.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -55273.539062 Penalty: 635.102173
	Iteration 27Q: 3 clusters Score -55273.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -55273.539062 Penalty: 635.102173
	Iteration 28F: 3 clusters Score -55273.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -23718.765625 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -23718.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23272.296875 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -23272.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23401.423828 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -23401.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23442.470703 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -23442.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23465.679688 Penalty: 554.103088
	Iteration 3F: 3 clusters Score -23465.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23483.728516 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -23483.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23508.492188 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -23508.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23528.591797 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -23528.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23545.365234 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -23545.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23550.917969 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -23550.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23552.916016 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -23552.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23556.935547 Penalty: 554.103088
	Iteration 10Q: 3 clusters Score -23556.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23561.826172 Penalty: 554.103088
	Iteration 11Q: 3 clusters Score -23561.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23566.537109 Penalty: 554.103088
	Iteration 12Q: 3 clusters Score -23566.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23570.851562 Penalty: 554.103088
	Iteration 13Q: 3 clusters Score -23570.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23576.873047 Penalty: 554.103088
	Iteration 14Q: 3 clusters Score -23576.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23579.494141 Penalty: 554.103088
	Iteration 15Q: 3 clusters Score -23579.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23579.974609 Penalty: 554.103088
	Iteration 16Q: 3 clusters Score -23579.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23579.974609 Penalty: 554.103088
	Iteration 17F: 3 clusters Score -23579.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -6467.191406 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -6467.191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6224.427246 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -6224.427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6284.375000 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -6284.375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6300.115234 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -6300.115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6310.538086 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -6310.538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6311.509277 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -6311.509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6316.291504 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -6316.292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6319.119141 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -6319.119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6319.119141 Penalty: 465.190857
	Iteration 7F: 3 clusters Score -6319.119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -16895.316406 Penalty: 273.176880
	Iteration 0F: 2 clusters Score -16895.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16492.175781 Penalty: 546.353760
	Iteration 0F: 3 clusters Score -16492.18 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16677.583984 Penalty: 546.353760
	Iteration 1F: 3 clusters Score -16677.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16732.341797 Penalty: 546.353760
	Iteration 2F: 3 clusters Score -16732.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16787.091797 Penalty: 546.353760
	Iteration 3F: 3 clusters Score -16787.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16795.697266 Penalty: 546.353760
	Iteration 4Q: 3 clusters Score -16795.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16800.212891 Penalty: 546.353760
	Iteration 5Q: 3 clusters Score -16800.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16801.271484 Penalty: 546.353760
	Iteration 6Q: 3 clusters Score -16801.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16802.382812 Penalty: 546.353760
	Iteration 7Q: 3 clusters Score -16802.38 nChanged 2
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: -16803.097656 Penalty: 546.353760
	Iteration 8Q: 3 clusters Score -16803.1 nChanged 0
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: -16803.097656 Penalty: 546.353760
	Iteration 9F: 3 clusters Score -16803.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -95602.664062 Penalty: 342.342987
	Iteration 0F: 2 clusters Score -95602.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -94304.945312 Penalty: 684.685974
	Iteration 0F: 3 clusters Score -94304.95 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -95166.031250 Penalty: 684.685974
	Iteration 1F: 3 clusters Score -95166.03 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -95508.789062 Penalty: 684.685974
	Iteration 2F: 3 clusters Score -95508.79 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -95689.078125 Penalty: 684.685974
	Iteration 3F: 3 clusters Score -95689.08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -95760.429688 Penalty: 684.685974
	Iteration 4Q: 3 clusters Score -95760.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -95811.046875 Penalty: 684.685974
	Iteration 5Q: 3 clusters Score -95811.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -95833.671875 Penalty: 684.685974
	Iteration 6Q: 3 clusters Score -95833.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -95851.226562 Penalty: 684.685974
	Iteration 7Q: 3 clusters Score -95851.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -95867.757812 Penalty: 684.685974
	Iteration 8Q: 3 clusters Score -95867.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -95878.632812 Penalty: 684.685974
	Iteration 9Q: 3 clusters Score -95878.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -95888.250000 Penalty: 684.685974
	Iteration 10Q: 3 clusters Score -95888.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -95893.335938 Penalty: 684.685974
	Iteration 11Q: 3 clusters Score -95893.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -95896.984375 Penalty: 684.685974
	Iteration 12Q: 3 clusters Score -95896.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -95900.531250 Penalty: 684.685974
	Iteration 13Q: 3 clusters Score -95900.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -95904.960938 Penalty: 684.685974
	Iteration 14Q: 3 clusters Score -95904.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -95908.046875 Penalty: 684.685974
	Iteration 15Q: 3 clusters Score -95908.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -95909.976562 Penalty: 684.685974
	Iteration 16Q: 3 clusters Score -95909.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -95911.937500 Penalty: 684.685974
	Iteration 17Q: 3 clusters Score -95911.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -95913.742188 Penalty: 684.685974
	Iteration 18Q: 3 clusters Score -95913.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -95916.515625 Penalty: 684.685974
	Iteration 19Q: 3 clusters Score -95916.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -95926.570312 Penalty: 684.685974
	Iteration 20F: 3 clusters Score -95926.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -95929.132812 Penalty: 684.685974
	Iteration 21Q: 3 clusters Score -95929.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -95933.562500 Penalty: 684.685974
	Iteration 22Q: 3 clusters Score -95933.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -95945.968750 Penalty: 684.685974
	Iteration 23Q: 3 clusters Score -95945.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -95959.257812 Penalty: 684.685974
	Iteration 24Q: 3 clusters Score -95959.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -95970.835938 Penalty: 684.685974
	Iteration 25Q: 3 clusters Score -95970.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -95977.890625 Penalty: 684.685974
	Iteration 26Q: 3 clusters Score -95977.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -95986.296875 Penalty: 684.685974
	Iteration 27Q: 3 clusters Score -95986.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -95996.140625 Penalty: 684.685974
	Iteration 28Q: 3 clusters Score -95996.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -96002.898438 Penalty: 684.685974
	Iteration 29Q: 3 clusters Score -96002.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -96008.578125 Penalty: 684.685974
	Iteration 30Q: 3 clusters Score -96008.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -96012.531250 Penalty: 684.685974
	Iteration 31Q: 3 clusters Score -96012.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -96014.757812 Penalty: 684.685974
	Iteration 32Q: 3 clusters Score -96014.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -96016.460938 Penalty: 684.685974
	Iteration 33Q: 3 clusters Score -96016.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -96016.789062 Penalty: 684.685974
	Iteration 34Q: 3 clusters Score -96016.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -96016.875000 Penalty: 684.685974
	Iteration 35Q: 3 clusters Score -96016.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -96016.875000 Penalty: 684.685974
	Iteration 36F: 3 clusters Score -96016.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 43 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 232 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 102534 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 649 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 209 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 891 members 
Mstep: Class 44 contains 265 members 
Mstep: Class 45 contains 996 members 
Mstep: Class 46 contains 203 members 
Mstep: Class 47 contains 2432 members 
Mstep: Class 48 contains 1203 members 
Entering Unmasked Estep 
Score: -10136089.000000 Penalty: 26531.148438
Splitting cluster 27 changes total score from -10132249.000000 to -10136089.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 28 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -123364.492188 Penalty: 353.391235
	Iteration 0F: 2 clusters Score -123364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -121772.265625 Penalty: 706.782471
	Iteration 0F: 3 clusters Score -121772.3 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -122298.078125 Penalty: 706.782471
	Iteration 1F: 3 clusters Score -122298.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -122419.679688 Penalty: 706.782471
	Iteration 2F: 3 clusters Score -122419.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -122548.351562 Penalty: 706.782471
	Iteration 3F: 3 clusters Score -122548.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -122653.210938 Penalty: 706.782471
	Iteration 4F: 3 clusters Score -122653.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -122734.328125 Penalty: 706.782471
	Iteration 5Q: 3 clusters Score -122734.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -122815.859375 Penalty: 706.782471
	Iteration 6Q: 3 clusters Score -122815.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -122892.054688 Penalty: 706.782471
	Iteration 7Q: 3 clusters Score -122892.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -122981.414062 Penalty: 706.782471
	Iteration 8Q: 3 clusters Score -122981.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -123033.718750 Penalty: 706.782471
	Iteration 9Q: 3 clusters Score -123033.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -123064.257812 Penalty: 706.782471
	Iteration 10Q: 3 clusters Score -123064.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -123096.148438 Penalty: 706.782471
	Iteration 11Q: 3 clusters Score -123096.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -123117.046875 Penalty: 706.782471
	Iteration 12Q: 3 clusters Score -123117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -123124.726562 Penalty: 706.782471
	Iteration 13Q: 3 clusters Score -123124.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -123129.398438 Penalty: 706.782471
	Iteration 14Q: 3 clusters Score -123129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -123132.062500 Penalty: 706.782471
	Iteration 15Q: 3 clusters Score -123132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -123132.914062 Penalty: 706.782471
	Iteration 16Q: 3 clusters Score -123132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -123133.257812 Penalty: 706.782471
	Iteration 17Q: 3 clusters Score -123133.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -123133.445312 Penalty: 706.782471
	Iteration 18Q: 3 clusters Score -123133.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -123133.445312 Penalty: 706.782471
	Iteration 19F: 3 clusters Score -123133.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -24719.832031 Penalty: 280.812378
	Iteration 0F: 2 clusters Score -24719.83 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 265 members 
Entering Unmasked Estep 
Score: -24257.076172 Penalty: 561.624756
	Iteration 0F: 3 clusters Score -24257.08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24527.837891 Penalty: 561.624756
	Iteration 1F: 3 clusters Score -24527.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -24616.724609 Penalty: 561.624756
	Iteration 2F: 3 clusters Score -24616.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24681.628906 Penalty: 561.624756
	Iteration 3F: 3 clusters Score -24681.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -24716.855469 Penalty: 561.624756
	Iteration 4Q: 3 clusters Score -24716.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -24728.666016 Penalty: 561.624756
	Iteration 5Q: 3 clusters Score -24728.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24734.712891 Penalty: 561.624756
	Iteration 6Q: 3 clusters Score -24734.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24734.712891 Penalty: 561.624756
	Iteration 7F: 3 clusters Score -24734.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 43 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 232 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 102534 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 649 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 161 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 209 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 891 members 
Mstep: Class 44 contains 265 members 
Mstep: Class 45 contains 996 members 
Mstep: Class 46 contains 203 members 
Mstep: Class 47 contains 2432 members 
Mstep: Class 48 contains 1203 members 
Mstep: Class 49 contains 318 members 
Entering Unmasked Estep 
Score: -10135839.000000 Penalty: 27083.880859
Splitting cluster 29 changes total score from -10132249.000000 to -10135839.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 30 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -21234.365234 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -21234.37 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 220 members 
Entering Unmasked Estep 
Score: -20769.962891 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -20769.96 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21114.882812 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -21114.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21290.378906 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -21290.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21377.910156 Penalty: 553.273926
	Iteration 3F: 3 clusters Score -21377.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21444.134766 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -21444.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21480.208984 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -21480.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21482.429688 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -21482.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21486.871094 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -21486.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21491.351562 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -21491.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21509.304688 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -21509.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21509.890625 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -21509.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21509.890625 Penalty: 553.273926
	Iteration 11F: 3 clusters Score -21509.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 43 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 232 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 102534 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 649 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 161 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 209 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 891 members 
Mstep: Class 44 contains 265 members 
Mstep: Class 45 contains 996 members 
Mstep: Class 46 contains 203 members 
Mstep: Class 47 contains 2432 members 
Mstep: Class 48 contains 1203 members 
Mstep: Class 49 contains 318 members 
Mstep: Class 50 contains 277 members 
Entering Unmasked Estep 
Score: -10135828.000000 Penalty: 27636.613281
Splitting cluster 30 changes total score from -10132249.000000 to -10135828.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 31 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -48445.320312 Penalty: 311.342102
	Iteration 0F: 2 clusters Score -48445.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -47683.800781 Penalty: 622.684204
	Iteration 0F: 3 clusters Score -47683.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -47974.242188 Penalty: 622.684204
	Iteration 1F: 3 clusters Score -47974.24 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -48039.867188 Penalty: 622.684204
	Iteration 2F: 3 clusters Score -48039.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -48088.175781 Penalty: 622.684204
	Iteration 3F: 3 clusters Score -48088.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -48117.312500 Penalty: 622.684204
	Iteration 4Q: 3 clusters Score -48117.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -48129.132812 Penalty: 622.684204
	Iteration 5Q: 3 clusters Score -48129.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -48137.085938 Penalty: 622.684204
	Iteration 6Q: 3 clusters Score -48137.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -48145.765625 Penalty: 622.684204
	Iteration 7Q: 3 clusters Score -48145.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -48154.843750 Penalty: 622.684204
	Iteration 8Q: 3 clusters Score -48154.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -48158.699219 Penalty: 622.684204
	Iteration 9Q: 3 clusters Score -48158.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -48164.070312 Penalty: 622.684204
	Iteration 10Q: 3 clusters Score -48164.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -48166.761719 Penalty: 622.684204
	Iteration 11Q: 3 clusters Score -48166.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -48168.921875 Penalty: 622.684204
	Iteration 12Q: 3 clusters Score -48168.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -48170.425781 Penalty: 622.684204
	Iteration 13Q: 3 clusters Score -48170.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48172.617188 Penalty: 622.684204
	Iteration 14Q: 3 clusters Score -48172.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -48175.714844 Penalty: 622.684204
	Iteration 15Q: 3 clusters Score -48175.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -48178.890625 Penalty: 622.684204
	Iteration 16Q: 3 clusters Score -48178.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -48182.429688 Penalty: 622.684204
	Iteration 17Q: 3 clusters Score -48182.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -48185.269531 Penalty: 622.684204
	Iteration 18Q: 3 clusters Score -48185.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -48187.597656 Penalty: 622.684204
	Iteration 19Q: 3 clusters Score -48187.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48190.527344 Penalty: 622.684204
	Iteration 20F: 3 clusters Score -48190.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -48192.382812 Penalty: 622.684204
	Iteration 21Q: 3 clusters Score -48192.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -48194.199219 Penalty: 622.684204
	Iteration 22Q: 3 clusters Score -48194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -48195.613281 Penalty: 622.684204
	Iteration 23Q: 3 clusters Score -48195.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -48196.832031 Penalty: 622.684204
	Iteration 24Q: 3 clusters Score -48196.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48197.457031 Penalty: 622.684204
	Iteration 25Q: 3 clusters Score -48197.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -48198.664062 Penalty: 622.684204
	Iteration 26Q: 3 clusters Score -48198.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48199.062500 Penalty: 622.684204
	Iteration 27Q: 3 clusters Score -48199.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48200.085938 Penalty: 622.684204
	Iteration 28Q: 3 clusters Score -48200.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -48200.750000 Penalty: 622.684204
	Iteration 29Q: 3 clusters Score -48200.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48201.296875 Penalty: 622.684204
	Iteration 30Q: 3 clusters Score -48201.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -48202.707031 Penalty: 622.684204
	Iteration 31Q: 3 clusters Score -48202.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -48204.562500 Penalty: 622.684204
	Iteration 32Q: 3 clusters Score -48204.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -48206.992188 Penalty: 622.684204
	Iteration 33Q: 3 clusters Score -48206.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -48211.253906 Penalty: 622.684204
	Iteration 34Q: 3 clusters Score -48211.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -48214.386719 Penalty: 622.684204
	Iteration 35Q: 3 clusters Score -48214.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -48216.765625 Penalty: 622.684204
	Iteration 36Q: 3 clusters Score -48216.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -48223.906250 Penalty: 622.684204
	Iteration 37Q: 3 clusters Score -48223.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -48230.750000 Penalty: 622.684204
	Iteration 38Q: 3 clusters Score -48230.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -48242.656250 Penalty: 622.684204
	Iteration 39Q: 3 clusters Score -48242.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -48252.402344 Penalty: 622.684204
	Iteration 40F: 3 clusters Score -48252.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -48256.652344 Penalty: 622.684204
	Iteration 41Q: 3 clusters Score -48256.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -48260.015625 Penalty: 622.684204
	Iteration 42Q: 3 clusters Score -48260.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -48264.039062 Penalty: 622.684204
	Iteration 43Q: 3 clusters Score -48264.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -48271.812500 Penalty: 622.684204
	Iteration 44Q: 3 clusters Score -48271.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -48278.109375 Penalty: 622.684204
	Iteration 45Q: 3 clusters Score -48278.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -48287.203125 Penalty: 622.684204
	Iteration 46Q: 3 clusters Score -48287.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -48296.550781 Penalty: 622.684204
	Iteration 47Q: 3 clusters Score -48296.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -48302.578125 Penalty: 622.684204
	Iteration 48Q: 3 clusters Score -48302.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48307.324219 Penalty: 622.684204
	Iteration 49Q: 3 clusters Score -48307.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -48313.574219 Penalty: 622.684204
	Iteration 50Q: 3 clusters Score -48313.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -48321.371094 Penalty: 622.684204
	Iteration 51Q: 3 clusters Score -48321.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48326.246094 Penalty: 622.684204
	Iteration 52Q: 3 clusters Score -48326.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48328.980469 Penalty: 622.684204
	Iteration 53Q: 3 clusters Score -48328.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -48330.214844 Penalty: 622.684204
	Iteration 54Q: 3 clusters Score -48330.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -48330.640625 Penalty: 622.684204
	Iteration 55Q: 3 clusters Score -48330.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -48330.640625 Penalty: 622.684204
	Iteration 56F: 3 clusters Score -48330.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -9544.444336 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -9544.444 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 109 members 
Entering Unmasked Estep 
Score: -9254.611328 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -9254.611 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9324.502930 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -9324.503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9366.074219 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -9366.074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9381.167969 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -9381.168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9385.791992 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -9385.792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9385.791992 Penalty: 485.277405
	Iteration 5F: 3 clusters Score -9385.792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -17416.617188 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -17416.62 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 193 members 
Entering Unmasked Estep 
Score: -17025.431641 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -17025.43 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17226.576172 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -17226.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17299.013672 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -17299.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17310.853516 Penalty: 536.390686
	Iteration 3Q: 3 clusters Score -17310.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17319.322266 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -17319.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17326.865234 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -17326.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17330.169922 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -17330.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17331.042969 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -17331.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17331.042969 Penalty: 536.390686
	Iteration 8F: 3 clusters Score -17331.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Entering Unmasked Estep 
Score: -377118.343750 Penalty: 403.288055
	Iteration 0F: 2 clusters Score -377118.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -372425.250000 Penalty: 806.576111
	Iteration 0F: 3 clusters Score -372425.2 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -374473.468750 Penalty: 806.576111
	Iteration 1F: 3 clusters Score -374473.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -374988.437500 Penalty: 806.576111
	Iteration 2F: 3 clusters Score -374988.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -375569.093750 Penalty: 806.576111
	Iteration 3F: 3 clusters Score -375569.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -376031.375000 Penalty: 806.576111
	Iteration 4F: 3 clusters Score -376031.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -376330.843750 Penalty: 806.576111
	Iteration 5F: 3 clusters Score -376330.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -376525.312500 Penalty: 806.576111
	Iteration 6Q: 3 clusters Score -376525.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -376674.812500 Penalty: 806.576111
	Iteration 7Q: 3 clusters Score -376674.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -376764.687500 Penalty: 806.576111
	Iteration 8Q: 3 clusters Score -376764.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -376830.562500 Penalty: 806.576111
	Iteration 9Q: 3 clusters Score -376830.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -376875.812500 Penalty: 806.576111
	Iteration 10Q: 3 clusters Score -376875.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -376905.843750 Penalty: 806.576111
	Iteration 11Q: 3 clusters Score -376905.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -376925.406250 Penalty: 806.576111
	Iteration 12Q: 3 clusters Score -376925.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -376940.968750 Penalty: 806.576111
	Iteration 13Q: 3 clusters Score -376941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -376949.125000 Penalty: 806.576111
	Iteration 14Q: 3 clusters Score -376949.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -376955.250000 Penalty: 806.576111
	Iteration 15Q: 3 clusters Score -376955.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -376961.562500 Penalty: 806.576111
	Iteration 16Q: 3 clusters Score -376961.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -376970.375000 Penalty: 806.576111
	Iteration 17Q: 3 clusters Score -376970.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -376979.500000 Penalty: 806.576111
	Iteration 18Q: 3 clusters Score -376979.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -376988.031250 Penalty: 806.576111
	Iteration 19Q: 3 clusters Score -376988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -376991.656250 Penalty: 806.576111
	Iteration 20F: 3 clusters Score -376991.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -376993.031250 Penalty: 806.576111
	Iteration 21Q: 3 clusters Score -376993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -376994.312500 Penalty: 806.576111
	Iteration 22Q: 3 clusters Score -376994.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -376994.937500 Penalty: 806.576111
	Iteration 23Q: 3 clusters Score -376994.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -376994.937500 Penalty: 806.576111
	Iteration 24F: 3 clusters Score -376994.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -12788.572266 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -12788.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12457.468750 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -12457.47 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12629.613281 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -12629.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12732.320312 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -12732.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12789.307617 Penalty: 509.118713
	Iteration 3F: 3 clusters Score -12789.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12849.819336 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -12849.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12925.360352 Penalty: 509.118713
	Iteration 5F: 3 clusters Score -12925.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13001.387695 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -13001.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13168.476562 Penalty: 509.118713
	Iteration 7F: 3 clusters Score -13168.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13369.369141 Penalty: 509.118713
	Iteration 8F: 3 clusters Score -13369.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13417.250000 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -13417.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13424.748047 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -13424.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13431.224609 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -13431.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13433.950195 Penalty: 509.118713
	Iteration 12F: 3 clusters Score -13433.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13445.641602 Penalty: 509.118713
	Iteration 13Q: 3 clusters Score -13445.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13454.639648 Penalty: 509.118713
	Iteration 14Q: 3 clusters Score -13454.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13488.249023 Penalty: 509.118713
	Iteration 15Q: 3 clusters Score -13488.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13580.023438 Penalty: 509.118713
	Iteration 16Q: 3 clusters Score -13580.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13773.915039 Penalty: 509.118713
	Iteration 17Q: 3 clusters Score -13773.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13773.915039 Penalty: 509.118713
	Iteration 18F: 3 clusters Score -13773.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 43 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 232 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 102534 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 649 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 161 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 127 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 9893 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 209 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 891 members 
Mstep: Class 44 contains 265 members 
Mstep: Class 45 contains 996 members 
Mstep: Class 46 contains 203 members 
Mstep: Class 47 contains 2432 members 
Mstep: Class 48 contains 1203 members 
Mstep: Class 49 contains 318 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 142 members 
Entering Unmasked Estep 
Score: -10136514.000000 Penalty: 28189.345703
Splitting cluster 35 changes total score from -10132249.000000 to -10136514.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 36 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -30169.324219 Penalty: 295.050903
	Iteration 0F: 2 clusters Score -30169.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29593.515625 Penalty: 590.101807
	Iteration 0F: 3 clusters Score -29593.52 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29790.695312 Penalty: 590.101807
	Iteration 1F: 3 clusters Score -29790.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29873.406250 Penalty: 590.101807
	Iteration 2F: 3 clusters Score -29873.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29943.261719 Penalty: 590.101807
	Iteration 3F: 3 clusters Score -29943.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29987.783203 Penalty: 590.101807
	Iteration 4F: 3 clusters Score -29987.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30010.003906 Penalty: 590.101807
	Iteration 5Q: 3 clusters Score -30010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30017.257812 Penalty: 590.101807
	Iteration 6Q: 3 clusters Score -30017.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30025.730469 Penalty: 590.101807
	Iteration 7Q: 3 clusters Score -30025.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30032.070312 Penalty: 590.101807
	Iteration 8Q: 3 clusters Score -30032.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30034.759766 Penalty: 590.101807
	Iteration 9Q: 3 clusters Score -30034.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30035.550781 Penalty: 590.101807
	Iteration 10Q: 3 clusters Score -30035.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30035.947266 Penalty: 590.101807
	Iteration 11Q: 3 clusters Score -30035.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30036.884766 Penalty: 590.101807
	Iteration 12Q: 3 clusters Score -30036.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30038.390625 Penalty: 590.101807
	Iteration 13Q: 3 clusters Score -30038.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30038.808594 Penalty: 590.101807
	Iteration 14Q: 3 clusters Score -30038.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30038.808594 Penalty: 590.101807
	Iteration 15F: 3 clusters Score -30038.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Entering Unmasked Estep 
Score: -567253.812500 Penalty: 418.581024
	Iteration 0F: 2 clusters Score -567253.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -560697.062500 Penalty: 837.162048
	Iteration 0F: 3 clusters Score -560697.1 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -563978.000000 Penalty: 837.162048
	Iteration 1F: 3 clusters Score -563978 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -564526.125000 Penalty: 837.162048
	Iteration 2F: 3 clusters Score -564526.1 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -565083.312500 Penalty: 837.162048
	Iteration 3F: 3 clusters Score -565083.3 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -565665.562500 Penalty: 837.162048
	Iteration 4F: 3 clusters Score -565665.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -566104.250000 Penalty: 837.162048
	Iteration 5F: 3 clusters Score -566104.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -566468.437500 Penalty: 837.162048
	Iteration 6Q: 3 clusters Score -566468.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -566693.000000 Penalty: 837.162048
	Iteration 7Q: 3 clusters Score -566693 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -566830.437500 Penalty: 837.162048
	Iteration 8Q: 3 clusters Score -566830.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -566951.625000 Penalty: 837.162048
	Iteration 9Q: 3 clusters Score -566951.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -567048.687500 Penalty: 837.162048
	Iteration 10Q: 3 clusters Score -567048.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -567136.000000 Penalty: 837.162048
	Iteration 11Q: 3 clusters Score -567136 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -567200.375000 Penalty: 837.162048
	Iteration 12Q: 3 clusters Score -567200.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -567240.375000 Penalty: 837.162048
	Iteration 13Q: 3 clusters Score -567240.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -567265.812500 Penalty: 837.162048
	Iteration 14Q: 3 clusters Score -567265.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -567281.625000 Penalty: 837.162048
	Iteration 15Q: 3 clusters Score -567281.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -567290.562500 Penalty: 837.162048
	Iteration 16Q: 3 clusters Score -567290.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -567301.750000 Penalty: 837.162048
	Iteration 17Q: 3 clusters Score -567301.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -567316.250000 Penalty: 837.162048
	Iteration 18Q: 3 clusters Score -567316.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -567324.687500 Penalty: 837.162048
	Iteration 19Q: 3 clusters Score -567324.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -567334.375000 Penalty: 837.162048
	Iteration 20F: 3 clusters Score -567334.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -567346.687500 Penalty: 837.162048
	Iteration 21Q: 3 clusters Score -567346.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -567362.562500 Penalty: 837.162048
	Iteration 22Q: 3 clusters Score -567362.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -567366.062500 Penalty: 837.162048
	Iteration 23Q: 3 clusters Score -567366.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -567370.000000 Penalty: 837.162048
	Iteration 24Q: 3 clusters Score -567370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -567372.062500 Penalty: 837.162048
	Iteration 25Q: 3 clusters Score -567372.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -567375.375000 Penalty: 837.162048
	Iteration 26Q: 3 clusters Score -567375.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -567375.875000 Penalty: 837.162048
	Iteration 27Q: 3 clusters Score -567375.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -567379.125000 Penalty: 837.162048
	Iteration 28Q: 3 clusters Score -567379.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -567380.437500 Penalty: 837.162048
	Iteration 29Q: 3 clusters Score -567380.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -567382.937500 Penalty: 837.162048
	Iteration 30Q: 3 clusters Score -567382.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -567384.437500 Penalty: 837.162048
	Iteration 31Q: 3 clusters Score -567384.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -567385.375000 Penalty: 837.162048
	Iteration 32Q: 3 clusters Score -567385.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -567386.125000 Penalty: 837.162048
	Iteration 33Q: 3 clusters Score -567386.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -567387.125000 Penalty: 837.162048
	Iteration 34Q: 3 clusters Score -567387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -567386.812500 Penalty: 837.162048
	Iteration 35Q: 3 clusters Score -567386.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -567388.062500 Penalty: 837.162048
	Iteration 36Q: 3 clusters Score -567388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -567388.625000 Penalty: 837.162048
	Iteration 37Q: 3 clusters Score -567388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -567388.750000 Penalty: 837.162048
	Iteration 38Q: 3 clusters Score -567388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -567389.500000 Penalty: 837.162048
	Iteration 39Q: 3 clusters Score -567389.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -567388.437500 Penalty: 837.162048
	Iteration 40F: 3 clusters Score -567388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -567390.250000 Penalty: 837.162048
	Iteration 41Q: 3 clusters Score -567390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -567391.687500 Penalty: 837.162048
	Iteration 42Q: 3 clusters Score -567391.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -567391.687500 Penalty: 837.162048
	Iteration 43Q: 3 clusters Score -567391.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -567391.125000 Penalty: 837.162048
	Iteration 44Q: 3 clusters Score -567391.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -567390.750000 Penalty: 837.162048
	Iteration 45Q: 3 clusters Score -567390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -567391.000000 Penalty: 837.162048
	Iteration 46Q: 3 clusters Score -567391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -567389.937500 Penalty: 837.162048
	Iteration 47Q: 3 clusters Score -567389.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -567389.937500 Penalty: 837.162048
	Iteration 48F: 3 clusters Score -567389.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 43 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 232 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 102534 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 649 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 161 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 127 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 2300 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 209 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 891 members 
Mstep: Class 44 contains 265 members 
Mstep: Class 45 contains 996 members 
Mstep: Class 46 contains 203 members 
Mstep: Class 47 contains 2432 members 
Mstep: Class 48 contains 1203 members 
Mstep: Class 49 contains 318 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 142 members 
Mstep: Class 52 contains 9248 members 
Entering Unmasked Estep 
Score: -10136515.000000 Penalty: 28742.078125
Splitting cluster 37 changes total score from -10132249.000000 to -10136515.000000
So it's getting split into cluster 52.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 43 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 232 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 102534 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 649 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 161 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 937 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 7069 members 
Mstep: Class 35 contains 127 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 522.341370 but Gain 552.732422
Score: -10137489.000000 Penalty: 28189.345703
Iteration 79Q: 52 clusters Score -1.013749e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 263 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 745 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 245 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 726 members 
Mstep: Class 15 contains 255 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 142 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 224 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 102386 members 
Mstep: Class 23 contains 1072 members 
Mstep: Class 24 contains 444 members 
Mstep: Class 25 contains 167 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 2355 members 
Mstep: Class 29 contains 162 members 
Mstep: Class 30 contains 171 members 
Mstep: Class 31 contains 944 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 7126 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 661 members 
Mstep: Class 37 contains 689 members 
Mstep: Class 38 contains 2191 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 889 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 965 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 2501 members 
Mstep: Class 48 contains 1143 members 
Mstep: Class 49 contains 314 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 145 members 
Mstep: Class 52 contains 9101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138998.000000 Penalty: 28189.345703
Iteration 80F: 52 clusters Score -1.0139e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 257 members 
Mstep: Class 3 contains 739 members 
Mstep: Class 4 contains 989 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 741 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 237 members 
Mstep: Class 11 contains 245 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 716 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 228 members 
Mstep: Class 17 contains 143 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 20 contains 380 members 
Mstep: Class 21 contains 37770 members 
Mstep: Class 22 contains 102321 members 
Mstep: Class 23 contains 1075 members 
Mstep: Class 24 contains 450 members 
Mstep: Class 25 contains 167 members 
Mstep: Class 26 contains 466 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 161 members 
Mstep: Class 30 contains 171 members 
Mstep: Class 31 contains 928 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 711 members 
Mstep: Class 38 contains 2192 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 218 members 
Mstep: Class 42 contains 368 members 
Mstep: Class 43 contains 900 members 
Mstep: Class 44 contains 269 members 
Mstep: Class 45 contains 1001 members 
Mstep: Class 46 contains 203 members 
Mstep: Class 47 contains 2723 members 
Mstep: Class 48 contains 1154 members 
Mstep: Class 49 contains 320 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 146 members 
Mstep: Class 52 contains 9085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139773.000000 Penalty: 28189.345703
Iteration 81Q: 52 clusters Score -1.013977e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 987 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 719 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 205 members 
Mstep: Class 20 contains 383 members 
Mstep: Class 21 contains 37646 members 
Mstep: Class 22 contains 102310 members 
Mstep: Class 23 contains 1070 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 161 members 
Mstep: Class 30 contains 171 members 
Mstep: Class 31 contains 924 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 7121 members 
Mstep: Class 35 contains 139 members 
Mstep: Class 36 contains 665 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 2172 members 
Mstep: Class 39 contains 187 members 
Mstep: Class 40 contains 633 members 
Mstep: Class 41 contains 220 members 
Mstep: Class 42 contains 376 members 
Mstep: Class 43 contains 900 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 1013 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 2863 members 
Mstep: Class 48 contains 1151 members 
Mstep: Class 49 contains 322 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140093.000000 Penalty: 28189.345703
Iteration 82Q: 52 clusters Score -1.014009e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 728 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 331 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 720 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 140 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 382 members 
Mstep: Class 21 contains 37541 members 
Mstep: Class 22 contains 102320 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 2288 members 
Mstep: Class 29 contains 162 members 
Mstep: Class 30 contains 171 members 
Mstep: Class 31 contains 919 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 370 members 
Mstep: Class 34 contains 7131 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 721 members 
Mstep: Class 38 contains 2165 members 
Mstep: Class 39 contains 191 members 
Mstep: Class 40 contains 633 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 382 members 
Mstep: Class 43 contains 902 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 1020 members 
Mstep: Class 46 contains 202 members 
Mstep: Class 47 contains 2965 members 
Mstep: Class 48 contains 1140 members 
Mstep: Class 49 contains 321 members 
Mstep: Class 50 contains 273 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140179.000000 Penalty: 28189.345703
Iteration 83Q: 52 clusters Score -1.014018e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 996 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 236 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 720 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 220 members 
Mstep: Class 17 contains 139 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 380 members 
Mstep: Class 21 contains 37486 members 
Mstep: Class 22 contains 102335 members 
Mstep: Class 23 contains 1056 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 679 members 
Mstep: Class 28 contains 2260 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 171 members 
Mstep: Class 31 contains 916 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 370 members 
Mstep: Class 34 contains 7144 members 
Mstep: Class 35 contains 145 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 2158 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 635 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 387 members 
Mstep: Class 43 contains 898 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 1025 members 
Mstep: Class 46 contains 203 members 
Mstep: Class 47 contains 3009 members 
Mstep: Class 48 contains 1135 members 
Mstep: Class 49 contains 319 members 
Mstep: Class 50 contains 269 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140337.000000 Penalty: 28189.345703
Iteration 84Q: 52 clusters Score -1.014034e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 999 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 245 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 571 members 
Mstep: Class 14 contains 717 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 220 members 
Mstep: Class 17 contains 138 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 380 members 
Mstep: Class 21 contains 37439 members 
Mstep: Class 22 contains 102345 members 
Mstep: Class 23 contains 1046 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 2240 members 
Mstep: Class 29 contains 163 members 
Mstep: Class 30 contains 171 members 
Mstep: Class 31 contains 912 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7151 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 672 members 
Mstep: Class 37 contains 736 members 
Mstep: Class 38 contains 2152 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 634 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 390 members 
Mstep: Class 43 contains 898 members 
Mstep: Class 44 contains 276 members 
Mstep: Class 45 contains 1031 members 
Mstep: Class 46 contains 204 members 
Mstep: Class 47 contains 3043 members 
Mstep: Class 48 contains 1135 members 
Mstep: Class 49 contains 320 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140407.000000 Penalty: 28189.345703
Iteration 85Q: 52 clusters Score -1.014041e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 715 members 
Mstep: Class 4 contains 1002 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 336 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 245 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 714 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 220 members 
Mstep: Class 17 contains 136 members 
Mstep: Class 18 contains 1747 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 380 members 
Mstep: Class 21 contains 37397 members 
Mstep: Class 22 contains 102357 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 502 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 7159 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 748 members 
Mstep: Class 38 contains 2152 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 630 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 895 members 
Mstep: Class 44 contains 278 members 
Mstep: Class 45 contains 1036 members 
Mstep: Class 46 contains 202 members 
Mstep: Class 47 contains 3055 members 
Mstep: Class 48 contains 1133 members 
Mstep: Class 49 contains 322 members 
Mstep: Class 50 contains 265 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140511.000000 Penalty: 28189.345703
Iteration 86Q: 52 clusters Score -1.014051e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 712 members 
Mstep: Class 4 contains 1003 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 245 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 220 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 380 members 
Mstep: Class 21 contains 37378 members 
Mstep: Class 22 contains 102364 members 
Mstep: Class 23 contains 1026 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 499 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 163 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 375 members 
Mstep: Class 34 contains 7164 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 671 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 2153 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 624 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 393 members 
Mstep: Class 43 contains 893 members 
Mstep: Class 44 contains 281 members 
Mstep: Class 45 contains 1039 members 
Mstep: Class 46 contains 203 members 
Mstep: Class 47 contains 3058 members 
Mstep: Class 48 contains 1132 members 
Mstep: Class 49 contains 324 members 
Mstep: Class 50 contains 264 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140508.000000 Penalty: 28189.345703
Iteration 87Q: 52 clusters Score -1.014051e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 710 members 
Mstep: Class 4 contains 1005 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 237 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 576 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 219 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 380 members 
Mstep: Class 21 contains 37368 members 
Mstep: Class 22 contains 102368 members 
Mstep: Class 23 contains 1017 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 502 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 163 members 
Mstep: Class 30 contains 173 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 375 members 
Mstep: Class 34 contains 7169 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 671 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2151 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 612 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 392 members 
Mstep: Class 43 contains 891 members 
Mstep: Class 44 contains 282 members 
Mstep: Class 45 contains 1043 members 
Mstep: Class 46 contains 203 members 
Mstep: Class 47 contains 3061 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 325 members 
Mstep: Class 50 contains 265 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140545.000000 Penalty: 28189.345703
Iteration 88Q: 52 clusters Score -1.014054e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 710 members 
Mstep: Class 4 contains 1005 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 237 members 
Mstep: Class 11 contains 248 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 129 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 380 members 
Mstep: Class 21 contains 37362 members 
Mstep: Class 22 contains 102367 members 
Mstep: Class 23 contains 1014 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 503 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 163 members 
Mstep: Class 30 contains 173 members 
Mstep: Class 31 contains 901 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 7171 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 671 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2155 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 393 members 
Mstep: Class 43 contains 891 members 
Mstep: Class 44 contains 284 members 
Mstep: Class 45 contains 1046 members 
Mstep: Class 46 contains 204 members 
Mstep: Class 47 contains 3065 members 
Mstep: Class 48 contains 1124 members 
Mstep: Class 49 contains 326 members 
Mstep: Class 50 contains 264 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140573.000000 Penalty: 28189.345703
Iteration 89Q: 52 clusters Score -1.014057e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 709 members 
Mstep: Class 4 contains 1006 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 237 members 
Mstep: Class 11 contains 249 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 708 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1755 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 380 members 
Mstep: Class 21 contains 37360 members 
Mstep: Class 22 contains 102361 members 
Mstep: Class 23 contains 1012 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 503 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 372 members 
Mstep: Class 34 contains 7177 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 671 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2155 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 393 members 
Mstep: Class 43 contains 892 members 
Mstep: Class 44 contains 286 members 
Mstep: Class 45 contains 1047 members 
Mstep: Class 46 contains 204 members 
Mstep: Class 47 contains 3074 members 
Mstep: Class 48 contains 1126 members 
Mstep: Class 49 contains 326 members 
Mstep: Class 50 contains 263 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140599.000000 Penalty: 28189.345703
Iteration 90Q: 52 clusters Score -1.01406e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 1005 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 353 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 237 members 
Mstep: Class 11 contains 251 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 707 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 380 members 
Mstep: Class 21 contains 37351 members 
Mstep: Class 22 contains 102361 members 
Mstep: Class 23 contains 1009 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 502 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 163 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 153 members 
Mstep: Class 36 contains 672 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2157 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 395 members 
Mstep: Class 43 contains 892 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1047 members 
Mstep: Class 46 contains 205 members 
Mstep: Class 47 contains 3084 members 
Mstep: Class 48 contains 1127 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140648.000000 Penalty: 28189.345703
Iteration 91Q: 52 clusters Score -1.014065e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 1005 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 251 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 572 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 379 members 
Mstep: Class 21 contains 37347 members 
Mstep: Class 22 contains 102361 members 
Mstep: Class 23 contains 1006 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 501 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 163 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 7183 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 892 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1047 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3090 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140650.000000 Penalty: 28189.345703
Iteration 92Q: 52 clusters Score -1.014065e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1005 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 251 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1755 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 378 members 
Mstep: Class 21 contains 37344 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1006 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 501 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 163 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 155 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 402 members 
Mstep: Class 43 contains 894 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1047 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3097 members 
Mstep: Class 48 contains 1126 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140646.000000 Penalty: 28189.345703
Iteration 93Q: 52 clusters Score -1.014065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1005 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 252 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1755 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37342 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 502 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 2220 members 
Mstep: Class 29 contains 163 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 908 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 156 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2164 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 404 members 
Mstep: Class 43 contains 893 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1047 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3101 members 
Mstep: Class 48 contains 1126 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140669.000000 Penalty: 28189.345703
Iteration 94Q: 52 clusters Score -1.014067e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1005 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37344 members 
Mstep: Class 22 contains 102357 members 
Mstep: Class 23 contains 1003 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 503 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 163 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 909 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 160 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2169 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 578 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 893 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3104 members 
Mstep: Class 48 contains 1125 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140679.000000 Penalty: 28189.345703
Iteration 95Q: 52 clusters Score -1.014068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1005 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 700 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37343 members 
Mstep: Class 22 contains 102357 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 503 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 909 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 366 members 
Mstep: Class 34 contains 7181 members 
Mstep: Class 35 contains 165 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2171 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 577 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 893 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3107 members 
Mstep: Class 48 contains 1125 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140706.000000 Penalty: 28189.345703
Iteration 96Q: 52 clusters Score -1.014071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1005 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 700 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37342 members 
Mstep: Class 22 contains 102357 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 503 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 7181 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2174 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 572 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 893 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3108 members 
Mstep: Class 48 contains 1124 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140719.000000 Penalty: 28189.345703
Iteration 97Q: 52 clusters Score -1.014072e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1004 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37338 members 
Mstep: Class 22 contains 102357 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 503 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 911 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 7181 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2183 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 562 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 893 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3110 members 
Mstep: Class 48 contains 1123 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140724.000000 Penalty: 28189.345703
Iteration 98Q: 52 clusters Score -1.014072e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 1003 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37335 members 
Mstep: Class 22 contains 102357 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 503 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 7181 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2190 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 552 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 893 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1123 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140770.000000 Penalty: 28189.345703
Iteration 99Q: 52 clusters Score -1.014077e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 1003 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 352 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37332 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 503 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 7181 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2191 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 554 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 893 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1123 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140762.000000 Penalty: 28189.345703
Iteration 100F: 52 clusters Score -1.014076e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 1003 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 693 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 467 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 503 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 908 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2188 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 555 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 894 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1123 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140772.000000 Penalty: 28189.345703
Iteration 101Q: 52 clusters Score -1.014077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 702 members 
Mstep: Class 4 contains 1002 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 471 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 501 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 908 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2181 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 556 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1124 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140793.000000 Penalty: 28189.345703
Iteration 102Q: 52 clusters Score -1.014079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 700 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 501 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 908 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2181 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 561 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1125 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140801.000000 Penalty: 28189.345703
Iteration 103Q: 52 clusters Score -1.01408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 698 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 501 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 908 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2179 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 564 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1126 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140800.000000 Penalty: 28189.345703
Iteration 104Q: 52 clusters Score -1.01408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 692 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 908 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2180 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 564 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1127 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140800.000000 Penalty: 28189.345703
Iteration 105Q: 52 clusters Score -1.01408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 694 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 339 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 908 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2180 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 566 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140821.000000 Penalty: 28189.345703
Iteration 106Q: 52 clusters Score -1.014082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 692 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 338 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 690 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 471 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 908 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2178 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140811.000000 Penalty: 28189.345703
Iteration 107Q: 52 clusters Score -1.014081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 691 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 338 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 688 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 468 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 907 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2178 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 576 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140828.000000 Penalty: 28189.345703
Iteration 108Q: 52 clusters Score -1.014083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 338 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 689 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2174 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 588 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1127 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140858.000000 Penalty: 28189.345703
Iteration 109Q: 52 clusters Score -1.014086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 338 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2171 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 596 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1126 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140869.000000 Penalty: 28189.345703
Iteration 110Q: 52 clusters Score -1.014087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 452 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 602 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1127 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140867.000000 Penalty: 28189.345703
Iteration 111Q: 52 clusters Score -1.014087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 335 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 452 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 603 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1127 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140856.000000 Penalty: 28189.345703
Iteration 112Q: 52 clusters Score -1.014086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 604 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1127 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140863.000000 Penalty: 28189.345703
Iteration 113Q: 52 clusters Score -1.014086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140870.000000 Penalty: 28189.345703
Iteration 114Q: 52 clusters Score -1.014087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140870.000000 Penalty: 28189.345703
Iteration 115F: 52 clusters Score -1.014087e+07 nChanged 0
Entering ConstructFrom: 
Score: -10140870.000000 Penalty: 28189.345703
Entering ConstructFrom: 
Trying to split cluster 1 (4669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Entering Unmasked Estep 
Score: -246119.156250 Penalty: 384.415833
	Iteration 0F: 2 clusters Score -246119.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -242991.656250 Penalty: 768.831665
	Iteration 0F: 3 clusters Score -242991.7 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -244408.625000 Penalty: 768.831665
	Iteration 1F: 3 clusters Score -244408.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -244662.859375 Penalty: 768.831665
	Iteration 2F: 3 clusters Score -244662.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -244846.062500 Penalty: 768.831665
	Iteration 3F: 3 clusters Score -244846.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -244973.156250 Penalty: 768.831665
	Iteration 4F: 3 clusters Score -244973.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -245048.515625 Penalty: 768.831665
	Iteration 5Q: 3 clusters Score -245048.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -245082.875000 Penalty: 768.831665
	Iteration 6Q: 3 clusters Score -245082.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -245108.109375 Penalty: 768.831665
	Iteration 7Q: 3 clusters Score -245108.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -245120.937500 Penalty: 768.831665
	Iteration 8Q: 3 clusters Score -245120.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -245128.296875 Penalty: 768.831665
	Iteration 9Q: 3 clusters Score -245128.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -245134.171875 Penalty: 768.831665
	Iteration 10Q: 3 clusters Score -245134.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -245141.000000 Penalty: 768.831665
	Iteration 11Q: 3 clusters Score -245141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -245147.156250 Penalty: 768.831665
	Iteration 12Q: 3 clusters Score -245147.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -245153.015625 Penalty: 768.831665
	Iteration 13Q: 3 clusters Score -245153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -245158.125000 Penalty: 768.831665
	Iteration 14Q: 3 clusters Score -245158.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -245163.921875 Penalty: 768.831665
	Iteration 15Q: 3 clusters Score -245163.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -245168.843750 Penalty: 768.831665
	Iteration 16Q: 3 clusters Score -245168.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -245173.734375 Penalty: 768.831665
	Iteration 17Q: 3 clusters Score -245173.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -245179.937500 Penalty: 768.831665
	Iteration 18Q: 3 clusters Score -245179.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -245183.000000 Penalty: 768.831665
	Iteration 19Q: 3 clusters Score -245183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -245186.062500 Penalty: 768.831665
	Iteration 20F: 3 clusters Score -245186.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -245188.093750 Penalty: 768.831665
	Iteration 21Q: 3 clusters Score -245188.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -245190.031250 Penalty: 768.831665
	Iteration 22Q: 3 clusters Score -245190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -245193.437500 Penalty: 768.831665
	Iteration 23Q: 3 clusters Score -245193.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -245197.250000 Penalty: 768.831665
	Iteration 24Q: 3 clusters Score -245197.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -245204.640625 Penalty: 768.831665
	Iteration 25Q: 3 clusters Score -245204.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -245214.359375 Penalty: 768.831665
	Iteration 26Q: 3 clusters Score -245214.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -245223.218750 Penalty: 768.831665
	Iteration 27Q: 3 clusters Score -245223.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -245231.109375 Penalty: 768.831665
	Iteration 28Q: 3 clusters Score -245231.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -245243.281250 Penalty: 768.831665
	Iteration 29Q: 3 clusters Score -245243.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -245258.187500 Penalty: 768.831665
	Iteration 30Q: 3 clusters Score -245258.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -245275.812500 Penalty: 768.831665
	Iteration 31Q: 3 clusters Score -245275.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -245288.765625 Penalty: 768.831665
	Iteration 32Q: 3 clusters Score -245288.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -245301.828125 Penalty: 768.831665
	Iteration 33Q: 3 clusters Score -245301.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -245317.343750 Penalty: 768.831665
	Iteration 34Q: 3 clusters Score -245317.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -245330.671875 Penalty: 768.831665
	Iteration 35Q: 3 clusters Score -245330.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -245348.250000 Penalty: 768.831665
	Iteration 36Q: 3 clusters Score -245348.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -245367.125000 Penalty: 768.831665
	Iteration 37Q: 3 clusters Score -245367.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -245380.015625 Penalty: 768.831665
	Iteration 38Q: 3 clusters Score -245380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -245388.875000 Penalty: 768.831665
	Iteration 39Q: 3 clusters Score -245388.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -245397.718750 Penalty: 768.831665
	Iteration 40F: 3 clusters Score -245397.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -245403.859375 Penalty: 768.831665
	Iteration 41Q: 3 clusters Score -245403.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -245409.187500 Penalty: 768.831665
	Iteration 42Q: 3 clusters Score -245409.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -245415.468750 Penalty: 768.831665
	Iteration 43Q: 3 clusters Score -245415.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -245423.796875 Penalty: 768.831665
	Iteration 44Q: 3 clusters Score -245423.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -245431.062500 Penalty: 768.831665
	Iteration 45Q: 3 clusters Score -245431.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -245447.437500 Penalty: 768.831665
	Iteration 46Q: 3 clusters Score -245447.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -245463.953125 Penalty: 768.831665
	Iteration 47Q: 3 clusters Score -245464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -245483.609375 Penalty: 768.831665
	Iteration 48Q: 3 clusters Score -245483.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -245503.578125 Penalty: 768.831665
	Iteration 49Q: 3 clusters Score -245503.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -245529.703125 Penalty: 768.831665
	Iteration 50Q: 3 clusters Score -245529.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -245555.609375 Penalty: 768.831665
	Iteration 51Q: 3 clusters Score -245555.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -245581.687500 Penalty: 768.831665
	Iteration 52Q: 3 clusters Score -245581.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -245602.953125 Penalty: 768.831665
	Iteration 53Q: 3 clusters Score -245603 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -245624.640625 Penalty: 768.831665
	Iteration 54Q: 3 clusters Score -245624.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -245644.765625 Penalty: 768.831665
	Iteration 55Q: 3 clusters Score -245644.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -245660.453125 Penalty: 768.831665
	Iteration 56Q: 3 clusters Score -245660.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -245671.984375 Penalty: 768.831665
	Iteration 57Q: 3 clusters Score -245672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -245684.703125 Penalty: 768.831665
	Iteration 58Q: 3 clusters Score -245684.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -245699.593750 Penalty: 768.831665
	Iteration 59Q: 3 clusters Score -245699.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -245716.640625 Penalty: 768.831665
	Iteration 60F: 3 clusters Score -245716.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -245735.031250 Penalty: 768.831665
	Iteration 61Q: 3 clusters Score -245735 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -245753.484375 Penalty: 768.831665
	Iteration 62Q: 3 clusters Score -245753.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -245767.531250 Penalty: 768.831665
	Iteration 63Q: 3 clusters Score -245767.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -245779.796875 Penalty: 768.831665
	Iteration 64Q: 3 clusters Score -245779.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -245798.578125 Penalty: 768.831665
	Iteration 65Q: 3 clusters Score -245798.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -245818.640625 Penalty: 768.831665
	Iteration 66Q: 3 clusters Score -245818.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -245830.703125 Penalty: 768.831665
	Iteration 67Q: 3 clusters Score -245830.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -245839.171875 Penalty: 768.831665
	Iteration 68Q: 3 clusters Score -245839.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -245844.281250 Penalty: 768.831665
	Iteration 69Q: 3 clusters Score -245844.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -245847.203125 Penalty: 768.831665
	Iteration 70Q: 3 clusters Score -245847.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -245851.078125 Penalty: 768.831665
	Iteration 71Q: 3 clusters Score -245851.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -245853.890625 Penalty: 768.831665
	Iteration 72Q: 3 clusters Score -245853.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -245856.328125 Penalty: 768.831665
	Iteration 73Q: 3 clusters Score -245856.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -245858.140625 Penalty: 768.831665
	Iteration 74Q: 3 clusters Score -245858.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -245858.437500 Penalty: 768.831665
	Iteration 75Q: 3 clusters Score -245858.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -245859.375000 Penalty: 768.831665
	Iteration 76Q: 3 clusters Score -245859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -245859.906250 Penalty: 768.831665
	Iteration 77Q: 3 clusters Score -245859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -245860.750000 Penalty: 768.831665
	Iteration 78Q: 3 clusters Score -245860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -245861.328125 Penalty: 768.831665
	Iteration 79Q: 3 clusters Score -245861.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -245862.500000 Penalty: 768.831665
	Iteration 80F: 3 clusters Score -245862.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -245863.828125 Penalty: 768.831665
	Iteration 81Q: 3 clusters Score -245863.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -245866.843750 Penalty: 768.831665
	Iteration 82Q: 3 clusters Score -245866.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -245869.437500 Penalty: 768.831665
	Iteration 83Q: 3 clusters Score -245869.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -245870.750000 Penalty: 768.831665
	Iteration 84Q: 3 clusters Score -245870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -245874.203125 Penalty: 768.831665
	Iteration 85Q: 3 clusters Score -245874.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -245878.406250 Penalty: 768.831665
	Iteration 86Q: 3 clusters Score -245878.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -245884.937500 Penalty: 768.831665
	Iteration 87Q: 3 clusters Score -245884.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -245888.265625 Penalty: 768.831665
	Iteration 88Q: 3 clusters Score -245888.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -245892.187500 Penalty: 768.831665
	Iteration 89Q: 3 clusters Score -245892.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -245896.984375 Penalty: 768.831665
	Iteration 90Q: 3 clusters Score -245897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -245899.937500 Penalty: 768.831665
	Iteration 91Q: 3 clusters Score -245899.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -245905.078125 Penalty: 768.831665
	Iteration 92Q: 3 clusters Score -245905.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -245910.703125 Penalty: 768.831665
	Iteration 93Q: 3 clusters Score -245910.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -245915.281250 Penalty: 768.831665
	Iteration 94Q: 3 clusters Score -245915.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -245925.500000 Penalty: 768.831665
	Iteration 95Q: 3 clusters Score -245925.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -245933.703125 Penalty: 768.831665
	Iteration 96Q: 3 clusters Score -245933.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -245937.078125 Penalty: 768.831665
	Iteration 97Q: 3 clusters Score -245937.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -245938.500000 Penalty: 768.831665
	Iteration 98Q: 3 clusters Score -245938.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -245938.593750 Penalty: 768.831665
	Iteration 99Q: 3 clusters Score -245938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -245939.343750 Penalty: 768.831665
	Iteration 100F: 3 clusters Score -245939.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -7151.587891 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -7151.588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6824.667480 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -6824.667 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6960.874023 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -6960.874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7014.219238 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -7014.219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7036.013672 Penalty: 504.254974
	Iteration 3F: 3 clusters Score -7036.014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7038.214355 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -7038.214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7038.674805 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -7038.675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7038.893555 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -7038.894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7038.893555 Penalty: 504.254974
	Iteration 7F: 3 clusters Score -7038.894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -36627.355469 Penalty: 297.419464
	Iteration 0F: 2 clusters Score -36627.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -36004.648438 Penalty: 594.838928
	Iteration 0F: 3 clusters Score -36004.65 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -36272.078125 Penalty: 594.838928
	Iteration 1F: 3 clusters Score -36272.08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36393.113281 Penalty: 594.838928
	Iteration 2F: 3 clusters Score -36393.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36485.855469 Penalty: 594.838928
	Iteration 3F: 3 clusters Score -36485.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -36572.121094 Penalty: 594.838928
	Iteration 4F: 3 clusters Score -36572.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -36656.441406 Penalty: 594.838928
	Iteration 5Q: 3 clusters Score -36656.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -36675.535156 Penalty: 594.838928
	Iteration 6Q: 3 clusters Score -36675.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -36687.031250 Penalty: 594.838928
	Iteration 7Q: 3 clusters Score -36687.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -36701.773438 Penalty: 594.838928
	Iteration 8Q: 3 clusters Score -36701.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -36716.257812 Penalty: 594.838928
	Iteration 9Q: 3 clusters Score -36716.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -36723.878906 Penalty: 594.838928
	Iteration 10Q: 3 clusters Score -36723.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -36728.925781 Penalty: 594.838928
	Iteration 11Q: 3 clusters Score -36728.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -36730.531250 Penalty: 594.838928
	Iteration 12Q: 3 clusters Score -36730.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -36730.722656 Penalty: 594.838928
	Iteration 13Q: 3 clusters Score -36730.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -36730.929688 Penalty: 594.838928
	Iteration 14Q: 3 clusters Score -36730.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -36730.929688 Penalty: 594.838928
	Iteration 15F: 3 clusters Score -36730.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 461 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
Score: -10140720.000000 Penalty: 28742.078125
Splitting cluster 3 changes total score from -10140870.000000 to -10140720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -56991.167969 Penalty: 314.348358
	Iteration 0F: 2 clusters Score -56991.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -56176.675781 Penalty: 628.696716
	Iteration 0F: 3 clusters Score -56176.68 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -56424.121094 Penalty: 628.696716
	Iteration 1F: 3 clusters Score -56424.12 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -56498.035156 Penalty: 628.696716
	Iteration 2F: 3 clusters Score -56498.04 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -56524.144531 Penalty: 628.696716
	Iteration 3F: 3 clusters Score -56524.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -56539.644531 Penalty: 628.696716
	Iteration 4Q: 3 clusters Score -56539.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -56549.316406 Penalty: 628.696716
	Iteration 5Q: 3 clusters Score -56549.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -56567.945312 Penalty: 628.696716
	Iteration 6Q: 3 clusters Score -56567.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -56579.042969 Penalty: 628.696716
	Iteration 7Q: 3 clusters Score -56579.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -56592.789062 Penalty: 628.696716
	Iteration 8Q: 3 clusters Score -56592.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -56612.136719 Penalty: 628.696716
	Iteration 9Q: 3 clusters Score -56612.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -56633.265625 Penalty: 628.696716
	Iteration 10Q: 3 clusters Score -56633.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -56644.667969 Penalty: 628.696716
	Iteration 11Q: 3 clusters Score -56644.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -56654.718750 Penalty: 628.696716
	Iteration 12Q: 3 clusters Score -56654.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -56665.996094 Penalty: 628.696716
	Iteration 13Q: 3 clusters Score -56666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -56680.703125 Penalty: 628.696716
	Iteration 14Q: 3 clusters Score -56680.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -56693.238281 Penalty: 628.696716
	Iteration 15Q: 3 clusters Score -56693.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -56705.605469 Penalty: 628.696716
	Iteration 16Q: 3 clusters Score -56705.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -56721.660156 Penalty: 628.696716
	Iteration 17Q: 3 clusters Score -56721.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -56743.769531 Penalty: 628.696716
	Iteration 18Q: 3 clusters Score -56743.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -56766.484375 Penalty: 628.696716
	Iteration 19Q: 3 clusters Score -56766.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -56777.492188 Penalty: 628.696716
	Iteration 20F: 3 clusters Score -56777.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -56792.324219 Penalty: 628.696716
	Iteration 21Q: 3 clusters Score -56792.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -56807.269531 Penalty: 628.696716
	Iteration 22Q: 3 clusters Score -56807.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -56814.902344 Penalty: 628.696716
	Iteration 23Q: 3 clusters Score -56814.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -56823.949219 Penalty: 628.696716
	Iteration 24Q: 3 clusters Score -56823.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -56832.207031 Penalty: 628.696716
	Iteration 25Q: 3 clusters Score -56832.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -56839.406250 Penalty: 628.696716
	Iteration 26Q: 3 clusters Score -56839.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -56850.097656 Penalty: 628.696716
	Iteration 27Q: 3 clusters Score -56850.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -56863.433594 Penalty: 628.696716
	Iteration 28Q: 3 clusters Score -56863.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -56868.371094 Penalty: 628.696716
	Iteration 29Q: 3 clusters Score -56868.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -56872.335938 Penalty: 628.696716
	Iteration 30Q: 3 clusters Score -56872.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -56878.105469 Penalty: 628.696716
	Iteration 31Q: 3 clusters Score -56878.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -56880.488281 Penalty: 628.696716
	Iteration 32Q: 3 clusters Score -56880.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -56882.238281 Penalty: 628.696716
	Iteration 33Q: 3 clusters Score -56882.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -56882.570312 Penalty: 628.696716
	Iteration 34Q: 3 clusters Score -56882.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -56884.160156 Penalty: 628.696716
	Iteration 35Q: 3 clusters Score -56884.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -56884.812500 Penalty: 628.696716
	Iteration 36Q: 3 clusters Score -56884.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -56885.109375 Penalty: 628.696716
	Iteration 37Q: 3 clusters Score -56885.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -56886.273438 Penalty: 628.696716
	Iteration 38Q: 3 clusters Score -56886.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -56886.625000 Penalty: 628.696716
	Iteration 39Q: 3 clusters Score -56886.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -56886.625000 Penalty: 628.696716
	Iteration 40F: 3 clusters Score -56886.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -14731.749023 Penalty: 281.378784
	Iteration 0F: 2 clusters Score -14731.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -14273.691406 Penalty: 562.757568
	Iteration 0F: 3 clusters Score -14273.69 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14427.001953 Penalty: 562.757568
	Iteration 1F: 3 clusters Score -14427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -14475.871094 Penalty: 562.757568
	Iteration 2F: 3 clusters Score -14475.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -14503.033203 Penalty: 562.757568
	Iteration 3F: 3 clusters Score -14503.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14522.132812 Penalty: 562.757568
	Iteration 4Q: 3 clusters Score -14522.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -14535.316406 Penalty: 562.757568
	Iteration 5Q: 3 clusters Score -14535.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -14539.439453 Penalty: 562.757568
	Iteration 6Q: 3 clusters Score -14539.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -14543.462891 Penalty: 562.757568
	Iteration 7Q: 3 clusters Score -14543.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -14545.037109 Penalty: 562.757568
	Iteration 8Q: 3 clusters Score -14545.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14553.436523 Penalty: 562.757568
	Iteration 9Q: 3 clusters Score -14553.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -14558.741211 Penalty: 562.757568
	Iteration 10Q: 3 clusters Score -14558.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14560.224609 Penalty: 562.757568
	Iteration 11Q: 3 clusters Score -14560.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14563.128906 Penalty: 562.757568
	Iteration 12Q: 3 clusters Score -14563.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14568.863281 Penalty: 562.757568
	Iteration 13Q: 3 clusters Score -14568.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14572.601562 Penalty: 562.757568
	Iteration 14Q: 3 clusters Score -14572.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14584.237305 Penalty: 562.757568
	Iteration 15Q: 3 clusters Score -14584.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14592.959961 Penalty: 562.757568
	Iteration 16Q: 3 clusters Score -14592.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14609.673828 Penalty: 562.757568
	Iteration 17Q: 3 clusters Score -14609.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14616.927734 Penalty: 562.757568
	Iteration 18Q: 3 clusters Score -14616.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14627.827148 Penalty: 562.757568
	Iteration 19Q: 3 clusters Score -14627.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14634.852539 Penalty: 562.757568
	Iteration 20F: 3 clusters Score -14634.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14642.283203 Penalty: 562.757568
	Iteration 21Q: 3 clusters Score -14642.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14646.078125 Penalty: 562.757568
	Iteration 22Q: 3 clusters Score -14646.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14654.359375 Penalty: 562.757568
	Iteration 23Q: 3 clusters Score -14654.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14658.447266 Penalty: 562.757568
	Iteration 24Q: 3 clusters Score -14658.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14661.517578 Penalty: 562.757568
	Iteration 25Q: 3 clusters Score -14661.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -14661.613281 Penalty: 562.757568
	Iteration 26Q: 3 clusters Score -14661.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -14661.613281 Penalty: 562.757568
	Iteration 27F: 3 clusters Score -14661.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -40594.015625 Penalty: 300.355957
	Iteration 0F: 2 clusters Score -40594.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -39972.527344 Penalty: 600.711914
	Iteration 0F: 3 clusters Score -39972.53 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40137.562500 Penalty: 600.711914
	Iteration 1F: 3 clusters Score -40137.56 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -40164.242188 Penalty: 600.711914
	Iteration 2F: 3 clusters Score -40164.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40181.511719 Penalty: 600.711914
	Iteration 3Q: 3 clusters Score -40181.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40194.031250 Penalty: 600.711914
	Iteration 4Q: 3 clusters Score -40194.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40206.527344 Penalty: 600.711914
	Iteration 5Q: 3 clusters Score -40206.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40214.523438 Penalty: 600.711914
	Iteration 6Q: 3 clusters Score -40214.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40219.664062 Penalty: 600.711914
	Iteration 7Q: 3 clusters Score -40219.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -40223.734375 Penalty: 600.711914
	Iteration 8Q: 3 clusters Score -40223.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40226.628906 Penalty: 600.711914
	Iteration 9Q: 3 clusters Score -40226.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -40229.363281 Penalty: 600.711914
	Iteration 10Q: 3 clusters Score -40229.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40230.863281 Penalty: 600.711914
	Iteration 11Q: 3 clusters Score -40230.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -40231.027344 Penalty: 600.711914
	Iteration 12Q: 3 clusters Score -40231.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -40231.027344 Penalty: 600.711914
	Iteration 13F: 3 clusters Score -40231.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -16582.476562 Penalty: 264.270477
	Iteration 0F: 2 clusters Score -16582.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16212.664062 Penalty: 528.540955
	Iteration 0F: 3 clusters Score -16212.66 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16387.199219 Penalty: 528.540955
	Iteration 1F: 3 clusters Score -16387.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16441.441406 Penalty: 528.540955
	Iteration 2F: 3 clusters Score -16441.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16468.281250 Penalty: 528.540955
	Iteration 3F: 3 clusters Score -16468.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16494.533203 Penalty: 528.540955
	Iteration 4Q: 3 clusters Score -16494.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16512.517578 Penalty: 528.540955
	Iteration 5Q: 3 clusters Score -16512.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16517.738281 Penalty: 528.540955
	Iteration 6Q: 3 clusters Score -16517.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16529.972656 Penalty: 528.540955
	Iteration 7Q: 3 clusters Score -16529.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16535.345703 Penalty: 528.540955
	Iteration 8Q: 3 clusters Score -16535.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16538.583984 Penalty: 528.540955
	Iteration 9Q: 3 clusters Score -16538.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16538.583984 Penalty: 528.540955
	Iteration 10F: 3 clusters Score -16538.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -8159.845215 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -8159.845 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 86 members 
Entering Unmasked Estep 
Score: -7896.353516 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -7896.354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7964.365723 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -7964.366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7997.423340 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -7997.423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8005.038574 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -8005.039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8006.738281 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -8006.738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8006.738281 Penalty: 472.052094
	Iteration 5F: 3 clusters Score -8006.738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -12279.421875 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -12279.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12003.566406 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -12003.57 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12109.878906 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -12109.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12135.417969 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -12135.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12150.978516 Penalty: 498.358154
	Iteration 3Q: 3 clusters Score -12150.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12205.529297 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -12205.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12231.916992 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -12231.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12239.774414 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -12239.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12241.376953 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -12241.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12241.376953 Penalty: 498.358154
	Iteration 8F: 3 clusters Score -12241.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12617.467773 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12617.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12306.384766 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -12306.38 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12365.190430 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12365.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12375.642578 Penalty: 503.538452
	Iteration 2Q: 3 clusters Score -12375.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12387.252930 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -12387.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12398.468750 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -12398.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12404.188477 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -12404.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12408.810547 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -12408.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12411.406250 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -12411.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12412.717773 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -12412.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12412.717773 Penalty: 503.538452
	Iteration 9F: 3 clusters Score -12412.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14671.355469 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14671.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14338.976562 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14338.98 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14444.598633 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14444.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14475.241211 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14475.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14488.454102 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -14488.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14495.391602 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14495.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14499.628906 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14499.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14503.183594 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14503.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14504.137695 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14504.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14505.012695 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -14505.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14505.671875 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -14505.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14505.671875 Penalty: 506.371338
	Iteration 10F: 3 clusters Score -14505.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -29818.794922 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -29818.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29360.710938 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -29360.71 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29912.435547 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -29912.44 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -30093.234375 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -30093.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -30165.611328 Penalty: 577.133057
	Iteration 3Q: 3 clusters Score -30165.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -30207.707031 Penalty: 577.133057
	Iteration 4Q: 3 clusters Score -30207.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -30224.761719 Penalty: 577.133057
	Iteration 5Q: 3 clusters Score -30224.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -30232.773438 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -30232.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -30232.773438 Penalty: 577.133057
	Iteration 7F: 3 clusters Score -30232.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
Score: -10141017.000000 Penalty: 28742.078125
Splitting cluster 13 changes total score from -10140870.000000 to -10141017.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 14 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -32983.031250 Penalty: 297.154938
	Iteration 0F: 2 clusters Score -32983.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -32351.230469 Penalty: 594.309875
	Iteration 0F: 3 clusters Score -32351.23 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -32583.632812 Penalty: 594.309875
	Iteration 1F: 3 clusters Score -32583.63 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -32666.205078 Penalty: 594.309875
	Iteration 2F: 3 clusters Score -32666.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -32709.414062 Penalty: 594.309875
	Iteration 3F: 3 clusters Score -32709.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -32765.859375 Penalty: 594.309875
	Iteration 4F: 3 clusters Score -32765.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -32806.578125 Penalty: 594.309875
	Iteration 5Q: 3 clusters Score -32806.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -32821.730469 Penalty: 594.309875
	Iteration 6Q: 3 clusters Score -32821.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -32833.207031 Penalty: 594.309875
	Iteration 7Q: 3 clusters Score -32833.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -32845.074219 Penalty: 594.309875
	Iteration 8Q: 3 clusters Score -32845.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -32850.480469 Penalty: 594.309875
	Iteration 9Q: 3 clusters Score -32850.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -32855.164062 Penalty: 594.309875
	Iteration 10Q: 3 clusters Score -32855.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -32862.097656 Penalty: 594.309875
	Iteration 11Q: 3 clusters Score -32862.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -32879.855469 Penalty: 594.309875
	Iteration 12Q: 3 clusters Score -32879.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -32895.339844 Penalty: 594.309875
	Iteration 13Q: 3 clusters Score -32895.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -32905.046875 Penalty: 594.309875
	Iteration 14Q: 3 clusters Score -32905.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -32927.199219 Penalty: 594.309875
	Iteration 15Q: 3 clusters Score -32927.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -32936.691406 Penalty: 594.309875
	Iteration 16Q: 3 clusters Score -32936.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -32942.914062 Penalty: 594.309875
	Iteration 17Q: 3 clusters Score -32942.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -32945.023438 Penalty: 594.309875
	Iteration 18Q: 3 clusters Score -32945.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -32949.066406 Penalty: 594.309875
	Iteration 19Q: 3 clusters Score -32949.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -32954.277344 Penalty: 594.309875
	Iteration 20F: 3 clusters Score -32954.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -32955.261719 Penalty: 594.309875
	Iteration 21Q: 3 clusters Score -32955.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -32956.031250 Penalty: 594.309875
	Iteration 22Q: 3 clusters Score -32956.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -32956.031250 Penalty: 594.309875
	Iteration 23F: 3 clusters Score -32956.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -4452.286133 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -4452.286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4174.604980 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -4174.605 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4377.032227 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -4377.032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4473.278320 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -4473.278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4513.683105 Penalty: 495.653107
	Iteration 3F: 3 clusters Score -4513.683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4522.126465 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -4522.126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4523.231934 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -4523.232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4523.231934 Penalty: 495.653107
	Iteration 6F: 3 clusters Score -4523.232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 112 members 
Entering Unmasked Estep 
Score: -10140788.000000 Penalty: 29294.808594
Splitting cluster 15 changes total score from -10140870.000000 to -10140788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -10506.823242 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -10506.82 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 100 members 
Entering Unmasked Estep 
Score: -10239.123047 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -10239.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10313.428711 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -10313.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10344.880859 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -10344.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10366.442383 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -10366.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10380.614258 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -10380.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10399.870117 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -10399.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10405.320312 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -10405.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10405.941406 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -10405.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10405.941406 Penalty: 489.570648
	Iteration 8F: 3 clusters Score -10405.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6357.294922 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6357.295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6149.870605 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -6149.871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6255.600586 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -6255.601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6276.586426 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -6276.586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6288.069336 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -6288.069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6288.069336 Penalty: 440.821045
	Iteration 4F: 3 clusters Score -6288.069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -91023.789062 Penalty: 339.817352
	Iteration 0F: 2 clusters Score -91023.79 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 882 members 
Entering Unmasked Estep 
Score: -89751.773438 Penalty: 679.634705
	Iteration 0F: 3 clusters Score -89751.77 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -90256.617188 Penalty: 679.634705
	Iteration 1F: 3 clusters Score -90256.62 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -90417.093750 Penalty: 679.634705
	Iteration 2F: 3 clusters Score -90417.09 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -90526.132812 Penalty: 679.634705
	Iteration 3F: 3 clusters Score -90526.13 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -90606.000000 Penalty: 679.634705
	Iteration 4F: 3 clusters Score -90606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -90652.156250 Penalty: 679.634705
	Iteration 5Q: 3 clusters Score -90652.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -90687.484375 Penalty: 679.634705
	Iteration 6Q: 3 clusters Score -90687.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -90704.320312 Penalty: 679.634705
	Iteration 7Q: 3 clusters Score -90704.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -90714.976562 Penalty: 679.634705
	Iteration 8Q: 3 clusters Score -90714.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -90721.554688 Penalty: 679.634705
	Iteration 9Q: 3 clusters Score -90721.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -90730.203125 Penalty: 679.634705
	Iteration 10Q: 3 clusters Score -90730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -90735.578125 Penalty: 679.634705
	Iteration 11Q: 3 clusters Score -90735.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -90740.335938 Penalty: 679.634705
	Iteration 12Q: 3 clusters Score -90740.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -90744.906250 Penalty: 679.634705
	Iteration 13Q: 3 clusters Score -90744.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -90748.328125 Penalty: 679.634705
	Iteration 14Q: 3 clusters Score -90748.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -90751.210938 Penalty: 679.634705
	Iteration 15Q: 3 clusters Score -90751.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -90752.390625 Penalty: 679.634705
	Iteration 16Q: 3 clusters Score -90752.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -90752.773438 Penalty: 679.634705
	Iteration 17Q: 3 clusters Score -90752.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -90753.507812 Penalty: 679.634705
	Iteration 18Q: 3 clusters Score -90753.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -90754.992188 Penalty: 679.634705
	Iteration 19Q: 3 clusters Score -90754.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -90756.273438 Penalty: 679.634705
	Iteration 20F: 3 clusters Score -90756.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -90759.828125 Penalty: 679.634705
	Iteration 21Q: 3 clusters Score -90759.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -90764.773438 Penalty: 679.634705
	Iteration 22Q: 3 clusters Score -90764.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -90771.281250 Penalty: 679.634705
	Iteration 23Q: 3 clusters Score -90771.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -90777.046875 Penalty: 679.634705
	Iteration 24Q: 3 clusters Score -90777.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -90791.492188 Penalty: 679.634705
	Iteration 25Q: 3 clusters Score -90791.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -90805.304688 Penalty: 679.634705
	Iteration 26Q: 3 clusters Score -90805.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -90814.546875 Penalty: 679.634705
	Iteration 27Q: 3 clusters Score -90814.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -90817.960938 Penalty: 679.634705
	Iteration 28Q: 3 clusters Score -90817.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -90820.617188 Penalty: 679.634705
	Iteration 29Q: 3 clusters Score -90820.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -90822.976562 Penalty: 679.634705
	Iteration 30Q: 3 clusters Score -90822.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -90824.671875 Penalty: 679.634705
	Iteration 31Q: 3 clusters Score -90824.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -90825.000000 Penalty: 679.634705
	Iteration 32Q: 3 clusters Score -90825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -90825.242188 Penalty: 679.634705
	Iteration 33Q: 3 clusters Score -90825.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -90825.601562 Penalty: 679.634705
	Iteration 34Q: 3 clusters Score -90825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -90826.507812 Penalty: 679.634705
	Iteration 35Q: 3 clusters Score -90826.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -90826.914062 Penalty: 679.634705
	Iteration 36Q: 3 clusters Score -90826.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -90826.984375 Penalty: 679.634705
	Iteration 37Q: 3 clusters Score -90826.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -90826.984375 Penalty: 679.634705
	Iteration 38F: 3 clusters Score -90826.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -9966.788086 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -9966.788 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: -9678.448242 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -9678.448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9847.031250 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -9847.031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10080.058594 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -10080.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10214.301758 Penalty: 483.501770
	Iteration 3F: 3 clusters Score -10214.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10246.165039 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -10246.17 nChanged 1
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: -10255.292969 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -10255.29 nChanged 0
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: -10255.292969 Penalty: 483.501770
	Iteration 6F: 3 clusters Score -10255.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 103 members 
Entering Unmasked Estep 
Score: -10140993.000000 Penalty: 29294.808594
Splitting cluster 19 changes total score from -10140870.000000 to -10140993.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 20 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -22947.607422 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -22947.61 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 196 members 
Entering Unmasked Estep 
Score: -22529.673828 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -22529.67 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22636.609375 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -22636.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22686.337891 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -22686.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22727.738281 Penalty: 539.834290
	Iteration 3F: 3 clusters Score -22727.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22786.402344 Penalty: 539.834290
	Iteration 4F: 3 clusters Score -22786.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22854.035156 Penalty: 539.834290
	Iteration 5F: 3 clusters Score -22854.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -22904.314453 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -22904.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22948.480469 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -22948.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22980.263672 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -22980.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22999.419922 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -22999.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23015.214844 Penalty: 539.834290
	Iteration 10Q: 3 clusters Score -23015.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23029.384766 Penalty: 539.834290
	Iteration 11Q: 3 clusters Score -23029.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23047.066406 Penalty: 539.834290
	Iteration 12Q: 3 clusters Score -23047.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23052.876953 Penalty: 539.834290
	Iteration 13Q: 3 clusters Score -23052.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23060.935547 Penalty: 539.834290
	Iteration 14Q: 3 clusters Score -23060.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23070.136719 Penalty: 539.834290
	Iteration 15Q: 3 clusters Score -23070.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23075.658203 Penalty: 539.834290
	Iteration 16Q: 3 clusters Score -23075.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23077.498047 Penalty: 539.834290
	Iteration 17Q: 3 clusters Score -23077.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23077.931641 Penalty: 539.834290
	Iteration 18Q: 3 clusters Score -23077.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23077.931641 Penalty: 539.834290
	Iteration 19F: 3 clusters Score -23077.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 120 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 103 members 
Mstep: Class 54 contains 257 members 
Entering Unmasked Estep 
Score: -10140841.000000 Penalty: 29847.541016
Splitting cluster 20 changes total score from -10140870.000000 to -10140841.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (37330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Entering Unmasked Estep 
Score: -2000903.625000 Penalty: 479.003632
	Iteration 0F: 2 clusters Score -2000904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1975840.000000 Penalty: 958.007263
	Iteration 0F: 3 clusters Score -1975840 nChanged 17931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -1986431.625000 Penalty: 958.007263
	Iteration 1F: 3 clusters Score -1986432 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -1986906.875000 Penalty: 958.007263
	Iteration 2Q: 3 clusters Score -1986907 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -1987457.250000 Penalty: 958.007263
	Iteration 3Q: 3 clusters Score -1987457 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -1988098.125000 Penalty: 958.007263
	Iteration 4Q: 3 clusters Score -1988098 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -1988857.125000 Penalty: 958.007263
	Iteration 5Q: 3 clusters Score -1988857 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -1989835.750000 Penalty: 958.007263
	Iteration 6F: 3 clusters Score -1989836 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -1991166.500000 Penalty: 958.007263
	Iteration 7F: 3 clusters Score -1991166 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -1992775.000000 Penalty: 958.007263
	Iteration 8F: 3 clusters Score -1992775 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -1994535.875000 Penalty: 958.007263
	Iteration 9F: 3 clusters Score -1994536 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -1996144.125000 Penalty: 958.007263
	Iteration 10Q: 3 clusters Score -1996144 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -1997251.875000 Penalty: 958.007263
	Iteration 11Q: 3 clusters Score -1997252 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -1998036.250000 Penalty: 958.007263
	Iteration 12Q: 3 clusters Score -1998036 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -1998575.250000 Penalty: 958.007263
	Iteration 13Q: 3 clusters Score -1998575 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -1998997.000000 Penalty: 958.007263
	Iteration 14Q: 3 clusters Score -1998997 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -1999356.500000 Penalty: 958.007263
	Iteration 15Q: 3 clusters Score -1999356 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -1999646.500000 Penalty: 958.007263
	Iteration 16Q: 3 clusters Score -1999646 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -1999880.375000 Penalty: 958.007263
	Iteration 17Q: 3 clusters Score -1999880 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -2000059.375000 Penalty: 958.007263
	Iteration 18Q: 3 clusters Score -2000059 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -2000199.625000 Penalty: 958.007263
	Iteration 19Q: 3 clusters Score -2000200 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -2000313.750000 Penalty: 958.007263
	Iteration 20F: 3 clusters Score -2000314 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -2000372.125000 Penalty: 958.007263
	Iteration 21Q: 3 clusters Score -2000372 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -2000433.375000 Penalty: 958.007263
	Iteration 22Q: 3 clusters Score -2000433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -2000478.875000 Penalty: 958.007263
	Iteration 23Q: 3 clusters Score -2000479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -2000517.375000 Penalty: 958.007263
	Iteration 24Q: 3 clusters Score -2000517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -2000545.375000 Penalty: 958.007263
	Iteration 25Q: 3 clusters Score -2000545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -2000553.875000 Penalty: 958.007263
	Iteration 26Q: 3 clusters Score -2000554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -2000556.250000 Penalty: 958.007263
	Iteration 27Q: 3 clusters Score -2000556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -2000562.125000 Penalty: 958.007263
	Iteration 28Q: 3 clusters Score -2000562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -2000565.125000 Penalty: 958.007263
	Iteration 29Q: 3 clusters Score -2000565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -2000569.250000 Penalty: 958.007263
	Iteration 30Q: 3 clusters Score -2000569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -2000572.500000 Penalty: 958.007263
	Iteration 31Q: 3 clusters Score -2000572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -2000574.125000 Penalty: 958.007263
	Iteration 32Q: 3 clusters Score -2000574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -2000574.875000 Penalty: 958.007263
	Iteration 33Q: 3 clusters Score -2000575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -2000574.875000 Penalty: 958.007263
	Iteration 34F: 3 clusters Score -2000575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102358 members 
Entering Unmasked Estep 
Score: -5891675.000000 Penalty: 524.898560
	Iteration 0F: 2 clusters Score -5891675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -5827267.000000 Penalty: 1049.797119
	Iteration 0F: 3 clusters Score -5827267 nChanged 49915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -5856864.500000 Penalty: 1049.797119
	Iteration 1F: 3 clusters Score -5856864 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -5858030.000000 Penalty: 1049.797119
	Iteration 2Q: 3 clusters Score -5858030 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -5859974.000000 Penalty: 1049.797119
	Iteration 3Q: 3 clusters Score -5859974 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -5863087.500000 Penalty: 1049.797119
	Iteration 4F: 3 clusters Score -5863088 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -5867465.000000 Penalty: 1049.797119
	Iteration 5F: 3 clusters Score -5867465 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -5872619.000000 Penalty: 1049.797119
	Iteration 6F: 3 clusters Score -5872619 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -5876419.500000 Penalty: 1049.797119
	Iteration 7F: 3 clusters Score -5876420 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -5878050.500000 Penalty: 1049.797119
	Iteration 8Q: 3 clusters Score -5878050 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -5878488.000000 Penalty: 1049.797119
	Iteration 9Q: 3 clusters Score -5878488 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -5878590.000000 Penalty: 1049.797119
	Iteration 10Q: 3 clusters Score -5878590 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -5878606.000000 Penalty: 1049.797119
	Iteration 11Q: 3 clusters Score -5878606 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -5878649.500000 Penalty: 1049.797119
	Iteration 12Q: 3 clusters Score -5878650 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -5878697.000000 Penalty: 1049.797119
	Iteration 13Q: 3 clusters Score -5878697 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -5878764.000000 Penalty: 1049.797119
	Iteration 14Q: 3 clusters Score -5878764 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -5878788.500000 Penalty: 1049.797119
	Iteration 15Q: 3 clusters Score -5878788 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -5878800.500000 Penalty: 1049.797119
	Iteration 16Q: 3 clusters Score -5878800 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -5878859.000000 Penalty: 1049.797119
	Iteration 17Q: 3 clusters Score -5878859 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -5878906.000000 Penalty: 1049.797119
	Iteration 18Q: 3 clusters Score -5878906 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -5878894.000000 Penalty: 1049.797119
	Iteration 19Q: 3 clusters Score -5878894 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -5878965.500000 Penalty: 1049.797119
	Iteration 20F: 3 clusters Score -5878966 nChanged 534
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5879004 nChanged 549
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Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5879044 nChanged 571
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Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5879091 nChanged 586
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Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5879156 nChanged 599
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Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5879206 nChanged 607
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Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5879292 nChanged 636
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Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5879380 nChanged 617
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Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5879436 nChanged 653
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Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5879508 nChanged 692
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Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5879584 nChanged 666
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Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5879664 nChanged 674
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Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5879752 nChanged 678
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Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5879818 nChanged 689
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Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5879864 nChanged 669
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5879932 nChanged 647
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Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5879980 nChanged 585
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Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5880034 nChanged 583
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Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5880116 nChanged 576
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Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5880162 nChanged 629
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Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5880190 nChanged 618
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Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5880248 nChanged 629
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Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5880287 nChanged 613
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Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 45801 members 
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	Iteration 43Q: 3 clusters Score -5880350 nChanged 633
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Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5880423 nChanged 635
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Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5880516 nChanged 657
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Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 47264 members 
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	Iteration 46Q: 3 clusters Score -5880549 nChanged 697
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Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5880608 nChanged 680
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Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 48379 members 
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	Iteration 48Q: 3 clusters Score -5880669 nChanged 714
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Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 48983 members 
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	Iteration 49Q: 3 clusters Score -5880700 nChanged 727
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Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 49600 members 
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	Iteration 50Q: 3 clusters Score -5880784 nChanged 712
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Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 50206 members 
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	Iteration 51Q: 3 clusters Score -5880857 nChanged 781
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Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 50897 members 
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	Iteration 52Q: 3 clusters Score -5880932 nChanged 839
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Mstep: Class 1 contains 50718 members 
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	Iteration 53Q: 3 clusters Score -5881016 nChanged 880
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Mstep: Class 2 contains 52448 members 
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Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5881201 nChanged 992
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Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5881318 nChanged 1079
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Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5881424 nChanged 1197
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Mstep: Class 1 contains 45976 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5881614 nChanged 1261
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5881817 nChanged 1306
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Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5882052 nChanged 1443
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Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5882294 nChanged 1544
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Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5882692 nChanged 1607
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Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5883092 nChanged 1606
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Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5883490 nChanged 1584
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Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5883948 nChanged 1579
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Mstep: Class 1 contains 34672 members 
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	Iteration 66Q: 3 clusters Score -5884356 nChanged 1688
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Mstep: Class 1 contains 33052 members 
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	Iteration 68Q: 3 clusters Score -5885427 nChanged 1786
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	Iteration 69Q: 3 clusters Score -5886147 nChanged 1776
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Mstep: Class 1 contains 27967 members 
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	Iteration 70Q: 3 clusters Score -5886886 nChanged 1733
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Mstep: Class 1 contains 26278 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5887420 nChanged 1594
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Mstep: Class 1 contains 24714 members 
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	Iteration 72Q: 3 clusters Score -5887936 nChanged 1377
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	Iteration 73Q: 3 clusters Score -5888284 nChanged 1287
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	Iteration 74Q: 3 clusters Score -5888508 nChanged 1137
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Mstep: Class 1 contains 20951 members 
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	Iteration 75Q: 3 clusters Score -5888688 nChanged 1098
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Mstep: Class 1 contains 19853 members 
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	Iteration 76Q: 3 clusters Score -5888800 nChanged 983
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Mstep: Class 1 contains 18870 members 
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	Iteration 77Q: 3 clusters Score -5888936 nChanged 956
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Mstep: Class 1 contains 17916 members 
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	Iteration 78Q: 3 clusters Score -5889055 nChanged 912
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Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 85354 members 
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	Iteration 79Q: 3 clusters Score -5889112 nChanged 895
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Mstep: Class 1 contains 16109 members 
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	Iteration 80F: 3 clusters Score -5889238 nChanged 852
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Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 87101 members 
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	Iteration 81Q: 3 clusters Score -5889342 nChanged 770
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Mstep: Class 1 contains 14487 members 
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	Iteration 82Q: 3 clusters Score -5889462 nChanged 764
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Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 88635 members 
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	Iteration 83Q: 3 clusters Score -5889506 nChanged 744
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Mstep: Class 1 contains 12979 members 
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	Iteration 84Q: 3 clusters Score -5889580 nChanged 728
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Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 90107 members 
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	Iteration 85Q: 3 clusters Score -5889632 nChanged 718
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Mstep: Class 1 contains 11533 members 
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	Iteration 86Q: 3 clusters Score -5889748 nChanged 688
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Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5889830 nChanged 673
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Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 92186 members 
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	Iteration 88Q: 3 clusters Score -5889866 nChanged 616
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Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 92802 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5889960 nChanged 583
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Mstep: Class 1 contains 8973 members 
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	Iteration 90Q: 3 clusters Score -5890062 nChanged 542
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Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 93927 members 
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	Iteration 91Q: 3 clusters Score -5890115 nChanged 462
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Mstep: Class 1 contains 7969 members 
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	Iteration 92Q: 3 clusters Score -5890178 nChanged 423
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Mstep: Class 1 contains 7546 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5890184 nChanged 428
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 95240 members 
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	Iteration 94Q: 3 clusters Score -5890278 nChanged 407
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Mstep: Class 1 contains 6711 members 
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	Iteration 95Q: 3 clusters Score -5890288 nChanged 407
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Mstep: Class 1 contains 6304 members 
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	Iteration 96Q: 3 clusters Score -5890384 nChanged 382
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	Iteration 97Q: 3 clusters Score -5890442 nChanged 338
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	Iteration 98Q: 3 clusters Score -5890530 nChanged 326
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Mstep: Class 1 contains 5258 members 
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	Iteration 100F: 3 clusters Score -5890596 nChanged 304
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Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 97708 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5890689 nChanged 289
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Mstep: Class 2 contains 97997 members 
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Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5890839 nChanged 227
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Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 98483 members 
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Mstep: Class 1 contains 3648 members 
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	Iteration 105Q: 3 clusters Score -5890946 nChanged 219
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Mstep: Class 1 contains 3429 members 
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	Iteration 106Q: 3 clusters Score -5890978 nChanged 204
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Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 99133 members 
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	Iteration 107Q: 3 clusters Score -5891008 nChanged 185
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	Iteration 108Q: 3 clusters Score -5891035 nChanged 182
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Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 99500 members 
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	Iteration 109Q: 3 clusters Score -5891087 nChanged 163
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	Iteration 111Q: 3 clusters Score -5891156 nChanged 139
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	Iteration 112Q: 3 clusters Score -5891170 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 100085 members 
Entering Unmasked Estep 
Score: -5891200.000000 Penalty: 1049.797119
	Iteration 113Q: 3 clusters Score -5891200 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 100213 members 
Entering Unmasked Estep 
Score: -5891248.000000 Penalty: 1049.797119
	Iteration 114Q: 3 clusters Score -5891248 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 100338 members 
Entering Unmasked Estep 
Score: -5891295.500000 Penalty: 1049.797119
	Iteration 115Q: 3 clusters Score -5891296 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -5891317.500000 Penalty: 1049.797119
	Iteration 116Q: 3 clusters Score -5891318 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -5891340.000000 Penalty: 1049.797119
	Iteration 117Q: 3 clusters Score -5891340 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
Score: -5891378.000000 Penalty: 1049.797119
	Iteration 118Q: 3 clusters Score -5891378 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 100718 members 
Entering Unmasked Estep 
Score: -5891394.000000 Penalty: 1049.797119
	Iteration 119Q: 3 clusters Score -5891394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 100779 members 
Entering Unmasked Estep 
Score: -5891426.500000 Penalty: 1049.797119
	Iteration 120F: 3 clusters Score -5891426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -5891454.000000 Penalty: 1049.797119
	Iteration 121Q: 3 clusters Score -5891454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 100915 members 
Entering Unmasked Estep 
Score: -5891477.500000 Penalty: 1049.797119
	Iteration 122Q: 3 clusters Score -5891478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 100981 members 
Entering Unmasked Estep 
Score: -5891470.000000 Penalty: 1049.797119
	Iteration 123Q: 3 clusters Score -5891470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -5891466.500000 Penalty: 1049.797119
	Iteration 124Q: 3 clusters Score -5891466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 101103 members 
Entering Unmasked Estep 
Score: -5891475.000000 Penalty: 1049.797119
	Iteration 125Q: 3 clusters Score -5891475 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 101162 members 
Entering Unmasked Estep 
Score: -5891477.000000 Penalty: 1049.797119
	Iteration 126Q: 3 clusters Score -5891477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 101220 members 
Entering Unmasked Estep 
Score: -5891475.000000 Penalty: 1049.797119
	Iteration 127Q: 3 clusters Score -5891475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -5891488.000000 Penalty: 1049.797119
	Iteration 128Q: 3 clusters Score -5891488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 101294 members 
Entering Unmasked Estep 
Score: -5891507.000000 Penalty: 1049.797119
	Iteration 129Q: 3 clusters Score -5891507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 101325 members 
Entering Unmasked Estep 
Score: -5891513.500000 Penalty: 1049.797119
	Iteration 130Q: 3 clusters Score -5891514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 101350 members 
Entering Unmasked Estep 
Score: -5891521.500000 Penalty: 1049.797119
	Iteration 131Q: 3 clusters Score -5891522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 101372 members 
Entering Unmasked Estep 
Score: -5891521.000000 Penalty: 1049.797119
	Iteration 132Q: 3 clusters Score -5891521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 101389 members 
Entering Unmasked Estep 
Score: -5891519.500000 Penalty: 1049.797119
	Iteration 133Q: 3 clusters Score -5891520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 101411 members 
Entering Unmasked Estep 
Score: -5891515.000000 Penalty: 1049.797119
	Iteration 134Q: 3 clusters Score -5891515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 101435 members 
Entering Unmasked Estep 
Score: -5891519.500000 Penalty: 1049.797119
	Iteration 135Q: 3 clusters Score -5891520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 101469 members 
Entering Unmasked Estep 
Score: -5891524.500000 Penalty: 1049.797119
	Iteration 136Q: 3 clusters Score -5891524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 101501 members 
Entering Unmasked Estep 
Score: -5891530.000000 Penalty: 1049.797119
	Iteration 137Q: 3 clusters Score -5891530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 101518 members 
Entering Unmasked Estep 
Score: -5891539.000000 Penalty: 1049.797119
	Iteration 138Q: 3 clusters Score -5891539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 101534 members 
Entering Unmasked Estep 
Score: -5891536.000000 Penalty: 1049.797119
	Iteration 139Q: 3 clusters Score -5891536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
Score: -5891537.500000 Penalty: 1049.797119
	Iteration 140F: 3 clusters Score -5891538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 101560 members 
Entering Unmasked Estep 
Score: -5891539.000000 Penalty: 1049.797119
	Iteration 141Q: 3 clusters Score -5891539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 101571 members 
Entering Unmasked Estep 
Score: -5891532.500000 Penalty: 1049.797119
	Iteration 142Q: 3 clusters Score -5891532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 101577 members 
Entering Unmasked Estep 
Score: -5891534.000000 Penalty: 1049.797119
	Iteration 143Q: 3 clusters Score -5891534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 101582 members 
Entering Unmasked Estep 
Score: -5891540.000000 Penalty: 1049.797119
	Iteration 144Q: 3 clusters Score -5891540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 101584 members 
Entering Unmasked Estep 
Score: -5891540.500000 Penalty: 1049.797119
	Iteration 145Q: 3 clusters Score -5891540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 101584 members 
Entering Unmasked Estep 
Score: -5891540.500000 Penalty: 1049.797119
	Iteration 146F: 3 clusters Score -5891540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -51710.878906 Penalty: 314.393768
	Iteration 0F: 2 clusters Score -51710.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -50897.507812 Penalty: 628.787537
	Iteration 0F: 3 clusters Score -50897.51 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -51120.367188 Penalty: 628.787537
	Iteration 1F: 3 clusters Score -51120.37 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -51193.296875 Penalty: 628.787537
	Iteration 2F: 3 clusters Score -51193.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -51248.699219 Penalty: 628.787537
	Iteration 3F: 3 clusters Score -51248.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -51295.871094 Penalty: 628.787537
	Iteration 4Q: 3 clusters Score -51295.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -51322.617188 Penalty: 628.787537
	Iteration 5Q: 3 clusters Score -51322.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -51340.433594 Penalty: 628.787537
	Iteration 6Q: 3 clusters Score -51340.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -51348.574219 Penalty: 628.787537
	Iteration 7Q: 3 clusters Score -51348.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -51357.472656 Penalty: 628.787537
	Iteration 8Q: 3 clusters Score -51357.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -51368.699219 Penalty: 628.787537
	Iteration 9Q: 3 clusters Score -51368.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -51377.695312 Penalty: 628.787537
	Iteration 10Q: 3 clusters Score -51377.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -51381.445312 Penalty: 628.787537
	Iteration 11Q: 3 clusters Score -51381.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -51388.851562 Penalty: 628.787537
	Iteration 12Q: 3 clusters Score -51388.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -51395.039062 Penalty: 628.787537
	Iteration 13Q: 3 clusters Score -51395.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -51402.113281 Penalty: 628.787537
	Iteration 14Q: 3 clusters Score -51402.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -51407.464844 Penalty: 628.787537
	Iteration 15Q: 3 clusters Score -51407.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -51415.777344 Penalty: 628.787537
	Iteration 16Q: 3 clusters Score -51415.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -51427.410156 Penalty: 628.787537
	Iteration 17Q: 3 clusters Score -51427.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -51432.625000 Penalty: 628.787537
	Iteration 18Q: 3 clusters Score -51432.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -51434.339844 Penalty: 628.787537
	Iteration 19Q: 3 clusters Score -51434.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -51434.566406 Penalty: 628.787537
	Iteration 20F: 3 clusters Score -51434.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -51435.234375 Penalty: 628.787537
	Iteration 21Q: 3 clusters Score -51435.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -51435.984375 Penalty: 628.787537
	Iteration 22Q: 3 clusters Score -51435.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -51437.824219 Penalty: 628.787537
	Iteration 23Q: 3 clusters Score -51437.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -51438.835938 Penalty: 628.787537
	Iteration 24Q: 3 clusters Score -51438.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -51442.277344 Penalty: 628.787537
	Iteration 25Q: 3 clusters Score -51442.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -51447.214844 Penalty: 628.787537
	Iteration 26Q: 3 clusters Score -51447.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -51450.292969 Penalty: 628.787537
	Iteration 27Q: 3 clusters Score -51450.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -51450.871094 Penalty: 628.787537
	Iteration 28Q: 3 clusters Score -51450.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -51451.003906 Penalty: 628.787537
	Iteration 29Q: 3 clusters Score -51451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -51451.003906 Penalty: 628.787537
	Iteration 30F: 3 clusters Score -51451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -24324.894531 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -24324.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23876.839844 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -23876.84 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24004.058594 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -24004.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24057.800781 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -24057.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24100.808594 Penalty: 556.546143
	Iteration 3F: 3 clusters Score -24100.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24130.462891 Penalty: 556.546143
	Iteration 4F: 3 clusters Score -24130.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24162.130859 Penalty: 556.546143
	Iteration 5Q: 3 clusters Score -24162.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24188.048828 Penalty: 556.546143
	Iteration 6Q: 3 clusters Score -24188.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24205.064453 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -24205.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24224.234375 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -24224.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24238.207031 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -24238.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24248.292969 Penalty: 556.546143
	Iteration 10Q: 3 clusters Score -24248.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24252.933594 Penalty: 556.546143
	Iteration 11Q: 3 clusters Score -24252.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24261.671875 Penalty: 556.546143
	Iteration 12Q: 3 clusters Score -24261.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24276.591797 Penalty: 556.546143
	Iteration 13Q: 3 clusters Score -24276.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24282.832031 Penalty: 556.546143
	Iteration 14Q: 3 clusters Score -24282.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24287.835938 Penalty: 556.546143
	Iteration 15Q: 3 clusters Score -24287.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24288.847656 Penalty: 556.546143
	Iteration 16Q: 3 clusters Score -24288.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24288.847656 Penalty: 556.546143
	Iteration 17F: 3 clusters Score -24288.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -6436.810059 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -6436.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6204.722656 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -6204.723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6260.109375 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -6260.109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6298.854980 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -6298.855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6310.421387 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -6310.421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6320.211914 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -6320.212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6322.443359 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -6322.443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6322.443359 Penalty: 464.641052
	Iteration 6F: 3 clusters Score -6322.443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -20698.105469 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -20698.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20235.210938 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -20235.21 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20520.652344 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -20520.65 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20626.945312 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -20626.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20666.296875 Penalty: 565.529358
	Iteration 3F: 3 clusters Score -20666.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20676.005859 Penalty: 565.529358
	Iteration 4Q: 3 clusters Score -20676.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20681.058594 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -20681.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20681.679688 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -20681.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20681.916016 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -20681.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20681.916016 Penalty: 565.529358
	Iteration 8F: 3 clusters Score -20681.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -36775.675781 Penalty: 297.353485
	Iteration 0F: 2 clusters Score -36775.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36170.652344 Penalty: 594.706970
	Iteration 0F: 3 clusters Score -36170.65 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -36513.546875 Penalty: 594.706970
	Iteration 1F: 3 clusters Score -36513.55 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -36648.285156 Penalty: 594.706970
	Iteration 2F: 3 clusters Score -36648.29 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -36750.496094 Penalty: 594.706970
	Iteration 3F: 3 clusters Score -36750.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -36823.445312 Penalty: 594.706970
	Iteration 4F: 3 clusters Score -36823.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -36856.027344 Penalty: 594.706970
	Iteration 5Q: 3 clusters Score -36856.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -36869.804688 Penalty: 594.706970
	Iteration 6Q: 3 clusters Score -36869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -36875.085938 Penalty: 594.706970
	Iteration 7Q: 3 clusters Score -36875.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -36876.808594 Penalty: 594.706970
	Iteration 8Q: 3 clusters Score -36876.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -36876.808594 Penalty: 594.706970
	Iteration 9F: 3 clusters Score -36876.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 103 members 
Mstep: Class 54 contains 488 members 
Entering Unmasked Estep 
Score: -10140844.000000 Penalty: 29847.541016
Splitting cluster 27 changes total score from -10140870.000000 to -10140844.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -116150.562500 Penalty: 350.548431
	Iteration 0F: 2 clusters Score -116150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -114592.609375 Penalty: 701.096863
	Iteration 0F: 3 clusters Score -114592.6 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -115130.976562 Penalty: 701.096863
	Iteration 1F: 3 clusters Score -115131 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -115298.312500 Penalty: 701.096863
	Iteration 2F: 3 clusters Score -115298.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -115407.640625 Penalty: 701.096863
	Iteration 3F: 3 clusters Score -115407.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -115465.570312 Penalty: 701.096863
	Iteration 4Q: 3 clusters Score -115465.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -115499.273438 Penalty: 701.096863
	Iteration 5Q: 3 clusters Score -115499.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -115524.976562 Penalty: 701.096863
	Iteration 6Q: 3 clusters Score -115525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -115542.312500 Penalty: 701.096863
	Iteration 7Q: 3 clusters Score -115542.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -115554.289062 Penalty: 701.096863
	Iteration 8Q: 3 clusters Score -115554.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -115561.250000 Penalty: 701.096863
	Iteration 9Q: 3 clusters Score -115561.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -115565.343750 Penalty: 701.096863
	Iteration 10Q: 3 clusters Score -115565.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -115567.617188 Penalty: 701.096863
	Iteration 11Q: 3 clusters Score -115567.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -115570.898438 Penalty: 701.096863
	Iteration 12Q: 3 clusters Score -115570.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -115574.609375 Penalty: 701.096863
	Iteration 13Q: 3 clusters Score -115574.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -115578.828125 Penalty: 701.096863
	Iteration 14Q: 3 clusters Score -115578.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -115582.781250 Penalty: 701.096863
	Iteration 15Q: 3 clusters Score -115582.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -115587.976562 Penalty: 701.096863
	Iteration 16Q: 3 clusters Score -115588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -115594.226562 Penalty: 701.096863
	Iteration 17Q: 3 clusters Score -115594.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -115599.453125 Penalty: 701.096863
	Iteration 18Q: 3 clusters Score -115599.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -115609.718750 Penalty: 701.096863
	Iteration 19Q: 3 clusters Score -115609.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -115622.531250 Penalty: 701.096863
	Iteration 20F: 3 clusters Score -115622.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -115629.742188 Penalty: 701.096863
	Iteration 21Q: 3 clusters Score -115629.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -115637.429688 Penalty: 701.096863
	Iteration 22Q: 3 clusters Score -115637.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -115645.640625 Penalty: 701.096863
	Iteration 23Q: 3 clusters Score -115645.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -115651.031250 Penalty: 701.096863
	Iteration 24Q: 3 clusters Score -115651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -115654.890625 Penalty: 701.096863
	Iteration 25Q: 3 clusters Score -115654.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -115658.781250 Penalty: 701.096863
	Iteration 26Q: 3 clusters Score -115658.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -115663.281250 Penalty: 701.096863
	Iteration 27Q: 3 clusters Score -115663.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -115664.734375 Penalty: 701.096863
	Iteration 28Q: 3 clusters Score -115664.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -115666.351562 Penalty: 701.096863
	Iteration 29Q: 3 clusters Score -115666.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -115667.000000 Penalty: 701.096863
	Iteration 30Q: 3 clusters Score -115667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -115667.601562 Penalty: 701.096863
	Iteration 31Q: 3 clusters Score -115667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -115668.023438 Penalty: 701.096863
	Iteration 32Q: 3 clusters Score -115668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -115668.289062 Penalty: 701.096863
	Iteration 33Q: 3 clusters Score -115668.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -115669.171875 Penalty: 701.096863
	Iteration 34Q: 3 clusters Score -115669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -115670.023438 Penalty: 701.096863
	Iteration 35Q: 3 clusters Score -115670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -115670.234375 Penalty: 701.096863
	Iteration 36Q: 3 clusters Score -115670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -115670.460938 Penalty: 701.096863
	Iteration 37Q: 3 clusters Score -115670.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -115670.460938 Penalty: 701.096863
	Iteration 38F: 3 clusters Score -115670.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -8527.098633 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -8527.099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8265.761719 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8265.762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8329.394531 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8329.395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8371.763672 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8371.764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8380.008789 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8380.009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8382.360352 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8382.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8385.072266 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8385.072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8388.016602 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -8388.017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8390.230469 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -8390.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8390.230469 Penalty: 464.087830
	Iteration 8F: 3 clusters Score -8390.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -8757.066406 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -8757.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8506.687500 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -8506.688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8612.819336 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -8612.819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8695.421875 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -8695.422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8744.043945 Penalty: 469.474030
	Iteration 3F: 3 clusters Score -8744.044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8772.011719 Penalty: 469.474030
	Iteration 4F: 3 clusters Score -8772.012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8798.983398 Penalty: 469.474030
	Iteration 5F: 3 clusters Score -8798.983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8805.381836 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -8805.382 nChanged 1
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: -8807.247070 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -8807.247 nChanged 0
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: -8807.247070 Penalty: 469.474030
	Iteration 8F: 3 clusters Score -8807.247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 79 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 103 members 
Mstep: Class 54 contains 95 members 
Entering Unmasked Estep 
Score: -10140720.000000 Penalty: 29847.541016
Splitting cluster 30 changes total score from -10140870.000000 to -10140720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -46491.417969 Penalty: 309.609955
	Iteration 0F: 2 clusters Score -46491.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -45749.835938 Penalty: 619.219910
	Iteration 0F: 3 clusters Score -45749.84 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -46061.191406 Penalty: 619.219910
	Iteration 1F: 3 clusters Score -46061.19 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -46145.835938 Penalty: 619.219910
	Iteration 2F: 3 clusters Score -46145.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -46195.488281 Penalty: 619.219910
	Iteration 3F: 3 clusters Score -46195.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -46224.269531 Penalty: 619.219910
	Iteration 4Q: 3 clusters Score -46224.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -46248.027344 Penalty: 619.219910
	Iteration 5Q: 3 clusters Score -46248.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -46276.667969 Penalty: 619.219910
	Iteration 6Q: 3 clusters Score -46276.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -46306.214844 Penalty: 619.219910
	Iteration 7Q: 3 clusters Score -46306.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -46325.570312 Penalty: 619.219910
	Iteration 8Q: 3 clusters Score -46325.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -46333.019531 Penalty: 619.219910
	Iteration 9Q: 3 clusters Score -46333.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -46335.289062 Penalty: 619.219910
	Iteration 10Q: 3 clusters Score -46335.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -46336.011719 Penalty: 619.219910
	Iteration 11Q: 3 clusters Score -46336.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -46336.460938 Penalty: 619.219910
	Iteration 12Q: 3 clusters Score -46336.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -46337.289062 Penalty: 619.219910
	Iteration 13Q: 3 clusters Score -46337.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -46338.312500 Penalty: 619.219910
	Iteration 14Q: 3 clusters Score -46338.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -46339.472656 Penalty: 619.219910
	Iteration 15Q: 3 clusters Score -46339.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -46340.367188 Penalty: 619.219910
	Iteration 16Q: 3 clusters Score -46340.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -46341.093750 Penalty: 619.219910
	Iteration 17Q: 3 clusters Score -46341.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -46341.214844 Penalty: 619.219910
	Iteration 18Q: 3 clusters Score -46341.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -46341.453125 Penalty: 619.219910
	Iteration 19Q: 3 clusters Score -46341.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -46341.453125 Penalty: 619.219910
	Iteration 20F: 3 clusters Score -46341.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9511.459961 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9511.46 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 96 members 
Entering Unmasked Estep 
Score: -9229.296875 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -9229.297 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9319.210938 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9319.211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9349.954102 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9349.954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9356.416992 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -9356.417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9359.400391 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9360.415039 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9360.415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9361.100586 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9361.101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9361.100586 Penalty: 484.836731
	Iteration 7F: 3 clusters Score -9361.101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -18295.423828 Penalty: 270.037689
	Iteration 0F: 2 clusters Score -18295.42 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 203 members 
Entering Unmasked Estep 
Score: -17875.792969 Penalty: 540.075378
	Iteration 0F: 3 clusters Score -17875.79 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18042.417969 Penalty: 540.075378
	Iteration 1F: 3 clusters Score -18042.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18112.017578 Penalty: 540.075378
	Iteration 2F: 3 clusters Score -18112.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18149.478516 Penalty: 540.075378
	Iteration 3F: 3 clusters Score -18149.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18169.927734 Penalty: 540.075378
	Iteration 4Q: 3 clusters Score -18169.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -18188.107422 Penalty: 540.075378
	Iteration 5Q: 3 clusters Score -18188.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -18197.062500 Penalty: 540.075378
	Iteration 6Q: 3 clusters Score -18197.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -18208.158203 Penalty: 540.075378
	Iteration 7Q: 3 clusters Score -18208.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18219.787109 Penalty: 540.075378
	Iteration 8Q: 3 clusters Score -18219.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18228.400391 Penalty: 540.075378
	Iteration 9Q: 3 clusters Score -18228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18235.701172 Penalty: 540.075378
	Iteration 10Q: 3 clusters Score -18235.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18235.701172 Penalty: 540.075378
	Iteration 11F: 3 clusters Score -18235.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Entering Unmasked Estep 
Score: -383196.312500 Penalty: 404.009674
	Iteration 0F: 2 clusters Score -383196.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -378424.531250 Penalty: 808.019348
	Iteration 0F: 3 clusters Score -378424.5 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -380421.875000 Penalty: 808.019348
	Iteration 1F: 3 clusters Score -380421.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -380840.781250 Penalty: 808.019348
	Iteration 2F: 3 clusters Score -380840.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -381329.843750 Penalty: 808.019348
	Iteration 3F: 3 clusters Score -381329.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -381772.156250 Penalty: 808.019348
	Iteration 4F: 3 clusters Score -381772.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -382067.375000 Penalty: 808.019348
	Iteration 5F: 3 clusters Score -382067.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -382258.781250 Penalty: 808.019348
	Iteration 6Q: 3 clusters Score -382258.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -382396.937500 Penalty: 808.019348
	Iteration 7Q: 3 clusters Score -382396.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -382515.593750 Penalty: 808.019348
	Iteration 8Q: 3 clusters Score -382515.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -382629.937500 Penalty: 808.019348
	Iteration 9Q: 3 clusters Score -382629.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -382744.656250 Penalty: 808.019348
	Iteration 10Q: 3 clusters Score -382744.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -382823.906250 Penalty: 808.019348
	Iteration 11Q: 3 clusters Score -382823.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -382884.843750 Penalty: 808.019348
	Iteration 12Q: 3 clusters Score -382884.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -382937.687500 Penalty: 808.019348
	Iteration 13Q: 3 clusters Score -382937.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -382978.000000 Penalty: 808.019348
	Iteration 14Q: 3 clusters Score -382978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -382996.687500 Penalty: 808.019348
	Iteration 15Q: 3 clusters Score -382996.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -383010.906250 Penalty: 808.019348
	Iteration 16Q: 3 clusters Score -383010.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -383026.968750 Penalty: 808.019348
	Iteration 17Q: 3 clusters Score -383027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -383032.031250 Penalty: 808.019348
	Iteration 18Q: 3 clusters Score -383032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -383034.187500 Penalty: 808.019348
	Iteration 19Q: 3 clusters Score -383034.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -383037.062500 Penalty: 808.019348
	Iteration 20F: 3 clusters Score -383037.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -383039.343750 Penalty: 808.019348
	Iteration 21Q: 3 clusters Score -383039.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -383041.937500 Penalty: 808.019348
	Iteration 22Q: 3 clusters Score -383041.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -383043.843750 Penalty: 808.019348
	Iteration 23Q: 3 clusters Score -383043.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -383045.875000 Penalty: 808.019348
	Iteration 24Q: 3 clusters Score -383045.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -383047.156250 Penalty: 808.019348
	Iteration 25Q: 3 clusters Score -383047.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -383050.250000 Penalty: 808.019348
	Iteration 26Q: 3 clusters Score -383050.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -383052.125000 Penalty: 808.019348
	Iteration 27Q: 3 clusters Score -383052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -383052.125000 Penalty: 808.019348
	Iteration 28Q: 3 clusters Score -383052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -383052.343750 Penalty: 808.019348
	Iteration 29Q: 3 clusters Score -383052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -383053.781250 Penalty: 808.019348
	Iteration 30Q: 3 clusters Score -383053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -383053.906250 Penalty: 808.019348
	Iteration 31Q: 3 clusters Score -383053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -383054.062500 Penalty: 808.019348
	Iteration 32Q: 3 clusters Score -383054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -383054.500000 Penalty: 808.019348
	Iteration 33Q: 3 clusters Score -383054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -383054.500000 Penalty: 808.019348
	Iteration 34F: 3 clusters Score -383054.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -7975.226074 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -7975.226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7730.424805 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -7730.425 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7811.319824 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -7811.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7904.776855 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -7904.777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7945.775391 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -7945.775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7959.892578 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -7959.893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7972.472168 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -7972.472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7995.634277 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -7995.634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7998.699707 Penalty: 465.190857
	Iteration 7Q: 3 clusters Score -7998.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8001.403809 Penalty: 465.190857
	Iteration 8Q: 3 clusters Score -8001.404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8001.403809 Penalty: 465.190857
	Iteration 9F: 3 clusters Score -8001.404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 80 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 103 members 
Mstep: Class 54 contains 86 members 
Entering Unmasked Estep 
Score: -10140703.000000 Penalty: 29847.541016
Splitting cluster 35 changes total score from -10140870.000000 to -10140703.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -31046.722656 Penalty: 296.284424
	Iteration 0F: 2 clusters Score -31046.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -30459.531250 Penalty: 592.568848
	Iteration 0F: 3 clusters Score -30459.53 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -30648.365234 Penalty: 592.568848
	Iteration 1F: 3 clusters Score -30648.37 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -30721.710938 Penalty: 592.568848
	Iteration 2F: 3 clusters Score -30721.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -30756.968750 Penalty: 592.568848
	Iteration 3F: 3 clusters Score -30756.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -30785.886719 Penalty: 592.568848
	Iteration 4F: 3 clusters Score -30785.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -30823.900391 Penalty: 592.568848
	Iteration 5F: 3 clusters Score -30823.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -30871.710938 Penalty: 592.568848
	Iteration 6F: 3 clusters Score -30871.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -30896.519531 Penalty: 592.568848
	Iteration 7Q: 3 clusters Score -30896.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -30909.429688 Penalty: 592.568848
	Iteration 8Q: 3 clusters Score -30909.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -30913.400391 Penalty: 592.568848
	Iteration 9Q: 3 clusters Score -30913.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -30917.271484 Penalty: 592.568848
	Iteration 10Q: 3 clusters Score -30917.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -30920.500000 Penalty: 592.568848
	Iteration 11Q: 3 clusters Score -30920.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -30922.812500 Penalty: 592.568848
	Iteration 12Q: 3 clusters Score -30922.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -30923.957031 Penalty: 592.568848
	Iteration 13Q: 3 clusters Score -30923.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -30924.380859 Penalty: 592.568848
	Iteration 14Q: 3 clusters Score -30924.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -30924.556641 Penalty: 592.568848
	Iteration 15Q: 3 clusters Score -30924.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -30924.617188 Penalty: 592.568848
	Iteration 16Q: 3 clusters Score -30924.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -30924.617188 Penalty: 592.568848
	Iteration 17F: 3 clusters Score -30924.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -44165.484375 Penalty: 301.756073
	Iteration 0F: 2 clusters Score -44165.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -43502.542969 Penalty: 603.512146
	Iteration 0F: 3 clusters Score -43502.54 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43712.082031 Penalty: 603.512146
	Iteration 1F: 3 clusters Score -43712.08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -43764.246094 Penalty: 603.512146
	Iteration 2F: 3 clusters Score -43764.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -43801.742188 Penalty: 603.512146
	Iteration 3F: 3 clusters Score -43801.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -43827.277344 Penalty: 603.512146
	Iteration 4F: 3 clusters Score -43827.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -43848.832031 Penalty: 603.512146
	Iteration 5Q: 3 clusters Score -43848.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -43865.968750 Penalty: 603.512146
	Iteration 6Q: 3 clusters Score -43865.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -43876.972656 Penalty: 603.512146
	Iteration 7Q: 3 clusters Score -43876.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -43884.792969 Penalty: 603.512146
	Iteration 8Q: 3 clusters Score -43884.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43892.625000 Penalty: 603.512146
	Iteration 9Q: 3 clusters Score -43892.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -43895.730469 Penalty: 603.512146
	Iteration 10Q: 3 clusters Score -43895.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -43897.281250 Penalty: 603.512146
	Iteration 11Q: 3 clusters Score -43897.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -43898.046875 Penalty: 603.512146
	Iteration 12Q: 3 clusters Score -43898.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43898.453125 Penalty: 603.512146
	Iteration 13Q: 3 clusters Score -43898.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43898.453125 Penalty: 603.512146
	Iteration 14F: 3 clusters Score -43898.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -114303.031250 Penalty: 349.552948
	Iteration 0F: 2 clusters Score -114303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -112800.375000 Penalty: 699.105896
	Iteration 0F: 3 clusters Score -112800.4 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -113549.242188 Penalty: 699.105896
	Iteration 1F: 3 clusters Score -113549.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -113776.453125 Penalty: 699.105896
	Iteration 2F: 3 clusters Score -113776.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -113935.703125 Penalty: 699.105896
	Iteration 3F: 3 clusters Score -113935.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -114034.382812 Penalty: 699.105896
	Iteration 4F: 3 clusters Score -114034.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -114092.367188 Penalty: 699.105896
	Iteration 5Q: 3 clusters Score -114092.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -114127.984375 Penalty: 699.105896
	Iteration 6Q: 3 clusters Score -114128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -114146.539062 Penalty: 699.105896
	Iteration 7Q: 3 clusters Score -114146.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -114159.062500 Penalty: 699.105896
	Iteration 8Q: 3 clusters Score -114159.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -114171.218750 Penalty: 699.105896
	Iteration 9Q: 3 clusters Score -114171.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -114179.062500 Penalty: 699.105896
	Iteration 10Q: 3 clusters Score -114179.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -114186.046875 Penalty: 699.105896
	Iteration 11Q: 3 clusters Score -114186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -114195.859375 Penalty: 699.105896
	Iteration 12Q: 3 clusters Score -114195.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -114207.054688 Penalty: 699.105896
	Iteration 13Q: 3 clusters Score -114207.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -114219.875000 Penalty: 699.105896
	Iteration 14Q: 3 clusters Score -114219.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -114228.554688 Penalty: 699.105896
	Iteration 15Q: 3 clusters Score -114228.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -114235.296875 Penalty: 699.105896
	Iteration 16Q: 3 clusters Score -114235.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -114238.984375 Penalty: 699.105896
	Iteration 17Q: 3 clusters Score -114239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -114241.531250 Penalty: 699.105896
	Iteration 18Q: 3 clusters Score -114241.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -114244.023438 Penalty: 699.105896
	Iteration 19Q: 3 clusters Score -114244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -114246.375000 Penalty: 699.105896
	Iteration 20F: 3 clusters Score -114246.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -114249.445312 Penalty: 699.105896
	Iteration 21Q: 3 clusters Score -114249.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -114251.414062 Penalty: 699.105896
	Iteration 22Q: 3 clusters Score -114251.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -114254.781250 Penalty: 699.105896
	Iteration 23Q: 3 clusters Score -114254.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -114257.492188 Penalty: 699.105896
	Iteration 24Q: 3 clusters Score -114257.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -114261.359375 Penalty: 699.105896
	Iteration 25Q: 3 clusters Score -114261.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -114264.015625 Penalty: 699.105896
	Iteration 26Q: 3 clusters Score -114264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -114265.085938 Penalty: 699.105896
	Iteration 27Q: 3 clusters Score -114265.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -114266.140625 Penalty: 699.105896
	Iteration 28Q: 3 clusters Score -114266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -114267.218750 Penalty: 699.105896
	Iteration 29Q: 3 clusters Score -114267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -114267.601562 Penalty: 699.105896
	Iteration 30Q: 3 clusters Score -114267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -114268.007812 Penalty: 699.105896
	Iteration 31Q: 3 clusters Score -114268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -114267.945312 Penalty: 699.105896
	Iteration 32Q: 3 clusters Score -114267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -114267.937500 Penalty: 699.105896
	Iteration 33Q: 3 clusters Score -114267.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -114267.937500 Penalty: 699.105896
	Iteration 34F: 3 clusters Score -114267.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -7593.253906 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -7593.254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -7336.385254 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -7336.385 nChanged 55
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: -7391.926758 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -7391.927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7426.235840 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -7426.236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7465.029297 Penalty: 478.432068
	Iteration 3F: 3 clusters Score -7465.029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7494.241699 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -7494.242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7520.918457 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -7520.918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7554.820801 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -7554.821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7579.378906 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -7579.379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7607.803711 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -7607.804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7620.087402 Penalty: 478.432068
	Iteration 9Q: 3 clusters Score -7620.087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7652.191895 Penalty: 478.432068
	Iteration 10Q: 3 clusters Score -7652.192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7675.670410 Penalty: 478.432068
	Iteration 11Q: 3 clusters Score -7675.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7687.657715 Penalty: 478.432068
	Iteration 12Q: 3 clusters Score -7687.658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7705.594727 Penalty: 478.432068
	Iteration 13Q: 3 clusters Score -7705.595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7753.181641 Penalty: 478.432068
	Iteration 14Q: 3 clusters Score -7753.182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7780.491699 Penalty: 478.432068
	Iteration 15Q: 3 clusters Score -7780.492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7791.561523 Penalty: 478.432068
	Iteration 16Q: 3 clusters Score -7791.562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7793.582520 Penalty: 478.432068
	Iteration 17Q: 3 clusters Score -7793.583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7795.819336 Penalty: 478.432068
	Iteration 18Q: 3 clusters Score -7795.819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7795.819336 Penalty: 478.432068
	Iteration 19F: 3 clusters Score -7795.819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 83 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 103 members 
Mstep: Class 54 contains 109 members 
Entering Unmasked Estep 
Score: -10140876.000000 Penalty: 29847.541016
Splitting cluster 39 changes total score from -10140870.000000 to -10140876.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 40 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -32776.542969 Penalty: 291.437897
	Iteration 0F: 2 clusters Score -32776.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32230.558594 Penalty: 582.875793
	Iteration 0F: 3 clusters Score -32230.56 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -32458.320312 Penalty: 582.875793
	Iteration 1F: 3 clusters Score -32458.32 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -32543.294922 Penalty: 582.875793
	Iteration 2F: 3 clusters Score -32543.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -32586.240234 Penalty: 582.875793
	Iteration 3F: 3 clusters Score -32586.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -32599.716797 Penalty: 582.875793
	Iteration 4Q: 3 clusters Score -32599.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -32606.628906 Penalty: 582.875793
	Iteration 5Q: 3 clusters Score -32606.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -32608.539062 Penalty: 582.875793
	Iteration 6Q: 3 clusters Score -32608.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -32612.033203 Penalty: 582.875793
	Iteration 7Q: 3 clusters Score -32612.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -32613.371094 Penalty: 582.875793
	Iteration 8Q: 3 clusters Score -32613.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -32613.697266 Penalty: 582.875793
	Iteration 9Q: 3 clusters Score -32613.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -32614.234375 Penalty: 582.875793
	Iteration 10Q: 3 clusters Score -32614.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -32615.224609 Penalty: 582.875793
	Iteration 11Q: 3 clusters Score -32615.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -32616.878906 Penalty: 582.875793
	Iteration 12Q: 3 clusters Score -32616.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -32617.373047 Penalty: 582.875793
	Iteration 13Q: 3 clusters Score -32617.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -32617.882812 Penalty: 582.875793
	Iteration 14Q: 3 clusters Score -32617.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -32618.669922 Penalty: 582.875793
	Iteration 15Q: 3 clusters Score -32618.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -32618.669922 Penalty: 582.875793
	Iteration 16F: 3 clusters Score -32618.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -7878.806152 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -7878.806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7601.209473 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -7601.209 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7680.168457 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -7680.168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7712.060547 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -7712.061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7749.501465 Penalty: 491.232819
	Iteration 3F: 3 clusters Score -7749.501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7764.484863 Penalty: 491.232819
	Iteration 4F: 3 clusters Score -7764.485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7772.299805 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -7772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7772.555664 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -7772.556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7772.863281 Penalty: 491.232819
	Iteration 7Q: 3 clusters Score -7772.863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7773.215820 Penalty: 491.232819
	Iteration 8Q: 3 clusters Score -7773.216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7773.411133 Penalty: 491.232819
	Iteration 9Q: 3 clusters Score -7773.411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7774.280273 Penalty: 491.232819
	Iteration 10Q: 3 clusters Score -7774.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7775.619629 Penalty: 491.232819
	Iteration 11Q: 3 clusters Score -7775.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7782.886719 Penalty: 491.232819
	Iteration 12Q: 3 clusters Score -7782.887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7784.656738 Penalty: 491.232819
	Iteration 13Q: 3 clusters Score -7784.657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7790.472656 Penalty: 491.232819
	Iteration 14Q: 3 clusters Score -7790.473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7791.176758 Penalty: 491.232819
	Iteration 15Q: 3 clusters Score -7791.177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7791.176758 Penalty: 491.232819
	Iteration 16F: 3 clusters Score -7791.177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -22713.306641 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -22713.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22283.615234 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -22283.62 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22424.638672 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -22424.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22487.835938 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -22487.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22516.990234 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -22516.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22553.384766 Penalty: 547.248108
	Iteration 4Q: 3 clusters Score -22553.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22603.792969 Penalty: 547.248108
	Iteration 5F: 3 clusters Score -22603.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22654.289062 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -22654.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22677.210938 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -22677.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22681.542969 Penalty: 547.248108
	Iteration 8Q: 3 clusters Score -22681.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22682.626953 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -22682.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22682.626953 Penalty: 547.248108
	Iteration 10F: 3 clusters Score -22682.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -46571.562500 Penalty: 309.357056
	Iteration 0F: 2 clusters Score -46571.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -45840.054688 Penalty: 618.714111
	Iteration 0F: 3 clusters Score -45840.05 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -46183.269531 Penalty: 618.714111
	Iteration 1F: 3 clusters Score -46183.27 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -46349.390625 Penalty: 618.714111
	Iteration 2F: 3 clusters Score -46349.39 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -46462.753906 Penalty: 618.714111
	Iteration 3F: 3 clusters Score -46462.75 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -46557.816406 Penalty: 618.714111
	Iteration 4F: 3 clusters Score -46557.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -46598.449219 Penalty: 618.714111
	Iteration 5Q: 3 clusters Score -46598.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -46613.863281 Penalty: 618.714111
	Iteration 6Q: 3 clusters Score -46613.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -46623.523438 Penalty: 618.714111
	Iteration 7Q: 3 clusters Score -46623.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -46638.054688 Penalty: 618.714111
	Iteration 8Q: 3 clusters Score -46638.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -46652.511719 Penalty: 618.714111
	Iteration 9Q: 3 clusters Score -46652.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46659.234375 Penalty: 618.714111
	Iteration 10Q: 3 clusters Score -46659.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46663.738281 Penalty: 618.714111
	Iteration 11Q: 3 clusters Score -46663.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46665.714844 Penalty: 618.714111
	Iteration 12Q: 3 clusters Score -46665.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46670.492188 Penalty: 618.714111
	Iteration 13Q: 3 clusters Score -46670.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46672.449219 Penalty: 618.714111
	Iteration 14Q: 3 clusters Score -46672.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -46673.550781 Penalty: 618.714111
	Iteration 15Q: 3 clusters Score -46673.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46674.371094 Penalty: 618.714111
	Iteration 16Q: 3 clusters Score -46674.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -46674.664062 Penalty: 618.714111
	Iteration 17Q: 3 clusters Score -46674.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -46677.316406 Penalty: 618.714111
	Iteration 18Q: 3 clusters Score -46677.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -46682.945312 Penalty: 618.714111
	Iteration 19Q: 3 clusters Score -46682.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -46684.218750 Penalty: 618.714111
	Iteration 20F: 3 clusters Score -46684.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -46685.878906 Penalty: 618.714111
	Iteration 21Q: 3 clusters Score -46685.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -46686.148438 Penalty: 618.714111
	Iteration 22Q: 3 clusters Score -46686.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -46686.148438 Penalty: 618.714111
	Iteration 23F: 3 clusters Score -46686.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 83 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 438 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 103 members 
Mstep: Class 54 contains 109 members 
Mstep: Class 55 contains 459 members 
Entering Unmasked Estep 
Score: -10140748.000000 Penalty: 30400.273438
Splitting cluster 43 changes total score from -10140870.000000 to -10140748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -14924.681641 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -14924.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14575.944336 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -14575.94 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14712.891602 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -14712.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14784.033203 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -14784.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14833.734375 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -14833.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14901.716797 Penalty: 515.012878
	Iteration 4F: 3 clusters Score -14901.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14955.033203 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -14955.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14985.595703 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -14985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14988.656250 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -14988.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14988.656250 Penalty: 515.012878
	Iteration 8F: 3 clusters Score -14988.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 83 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 110 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 1128 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 103 members 
Mstep: Class 54 contains 109 members 
Mstep: Class 55 contains 177 members 
Entering Unmasked Estep 
Score: -10140635.000000 Penalty: 30400.273438
Splitting cluster 44 changes total score from -10140870.000000 to -10140635.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -55063.132812 Penalty: 316.436066
	Iteration 0F: 2 clusters Score -55063.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -54219.234375 Penalty: 632.872131
	Iteration 0F: 3 clusters Score -54219.23 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -54452.589844 Penalty: 632.872131
	Iteration 1F: 3 clusters Score -54452.59 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -54496.636719 Penalty: 632.872131
	Iteration 2F: 3 clusters Score -54496.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -54514.507812 Penalty: 632.872131
	Iteration 3Q: 3 clusters Score -54514.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -54530.675781 Penalty: 632.872131
	Iteration 4Q: 3 clusters Score -54530.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -54539.457031 Penalty: 632.872131
	Iteration 5Q: 3 clusters Score -54539.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -54548.183594 Penalty: 632.872131
	Iteration 6Q: 3 clusters Score -54548.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -54561.410156 Penalty: 632.872131
	Iteration 7Q: 3 clusters Score -54561.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -54569.394531 Penalty: 632.872131
	Iteration 8Q: 3 clusters Score -54569.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -54580.992188 Penalty: 632.872131
	Iteration 9Q: 3 clusters Score -54580.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -54595.800781 Penalty: 632.872131
	Iteration 10Q: 3 clusters Score -54595.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -54607.925781 Penalty: 632.872131
	Iteration 11Q: 3 clusters Score -54607.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -54617.710938 Penalty: 632.872131
	Iteration 12Q: 3 clusters Score -54617.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -54622.976562 Penalty: 632.872131
	Iteration 13Q: 3 clusters Score -54622.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -54625.257812 Penalty: 632.872131
	Iteration 14Q: 3 clusters Score -54625.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -54626.414062 Penalty: 632.872131
	Iteration 15Q: 3 clusters Score -54626.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -54627.695312 Penalty: 632.872131
	Iteration 16Q: 3 clusters Score -54627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -54628.238281 Penalty: 632.872131
	Iteration 17Q: 3 clusters Score -54628.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -54630.656250 Penalty: 632.872131
	Iteration 18Q: 3 clusters Score -54630.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -54632.238281 Penalty: 632.872131
	Iteration 19Q: 3 clusters Score -54632.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -54636.457031 Penalty: 632.872131
	Iteration 20F: 3 clusters Score -54636.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -54644.812500 Penalty: 632.872131
	Iteration 21Q: 3 clusters Score -54644.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -54655.742188 Penalty: 632.872131
	Iteration 22Q: 3 clusters Score -54655.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -54671.054688 Penalty: 632.872131
	Iteration 23Q: 3 clusters Score -54671.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -54692.121094 Penalty: 632.872131
	Iteration 24Q: 3 clusters Score -54692.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -54713.941406 Penalty: 632.872131
	Iteration 25Q: 3 clusters Score -54713.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -54730.050781 Penalty: 632.872131
	Iteration 26Q: 3 clusters Score -54730.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -54741.933594 Penalty: 632.872131
	Iteration 27Q: 3 clusters Score -54741.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -54769.007812 Penalty: 632.872131
	Iteration 28Q: 3 clusters Score -54769.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -54800.882812 Penalty: 632.872131
	Iteration 29Q: 3 clusters Score -54800.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -54824.101562 Penalty: 632.872131
	Iteration 30Q: 3 clusters Score -54824.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -54844.375000 Penalty: 632.872131
	Iteration 31Q: 3 clusters Score -54844.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -54860.246094 Penalty: 632.872131
	Iteration 32Q: 3 clusters Score -54860.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -54886.394531 Penalty: 632.872131
	Iteration 33Q: 3 clusters Score -54886.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -54908.605469 Penalty: 632.872131
	Iteration 34Q: 3 clusters Score -54908.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -54923.585938 Penalty: 632.872131
	Iteration 35Q: 3 clusters Score -54923.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -54934.968750 Penalty: 632.872131
	Iteration 36Q: 3 clusters Score -54934.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -54949.933594 Penalty: 632.872131
	Iteration 37Q: 3 clusters Score -54949.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -54957.261719 Penalty: 632.872131
	Iteration 38Q: 3 clusters Score -54957.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -54962.179688 Penalty: 632.872131
	Iteration 39Q: 3 clusters Score -54962.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -54965.007812 Penalty: 632.872131
	Iteration 40F: 3 clusters Score -54965.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -54968.359375 Penalty: 632.872131
	Iteration 41Q: 3 clusters Score -54968.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -54971.710938 Penalty: 632.872131
	Iteration 42Q: 3 clusters Score -54971.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -54975.406250 Penalty: 632.872131
	Iteration 43Q: 3 clusters Score -54975.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -54977.898438 Penalty: 632.872131
	Iteration 44Q: 3 clusters Score -54977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -54979.835938 Penalty: 632.872131
	Iteration 45Q: 3 clusters Score -54979.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -54981.683594 Penalty: 632.872131
	Iteration 46Q: 3 clusters Score -54981.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -54982.664062 Penalty: 632.872131
	Iteration 47Q: 3 clusters Score -54982.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -54982.929688 Penalty: 632.872131
	Iteration 48Q: 3 clusters Score -54982.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -54984.117188 Penalty: 632.872131
	Iteration 49Q: 3 clusters Score -54984.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -54985.242188 Penalty: 632.872131
	Iteration 50Q: 3 clusters Score -54985.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -54985.242188 Penalty: 632.872131
	Iteration 51F: 3 clusters Score -54985.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -10054.909180 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -10054.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9786.446289 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -9786.446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9885.646484 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9885.646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9909.973633 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9909.974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9930.791016 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -9930.791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9945.703125 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9945.703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9961.921875 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9961.922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9969.753906 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9969.754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9978.652344 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -9978.652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9978.652344 Penalty: 484.836731
	Iteration 8F: 3 clusters Score -9978.652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Entering Unmasked Estep 
Score: -181561.234375 Penalty: 365.942841
	Iteration 0F: 2 clusters Score -181561.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -179397.703125 Penalty: 731.885681
	Iteration 0F: 3 clusters Score -179397.7 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -180246.187500 Penalty: 731.885681
	Iteration 1F: 3 clusters Score -180246.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -180420.078125 Penalty: 731.885681
	Iteration 2F: 3 clusters Score -180420.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -180595.593750 Penalty: 731.885681
	Iteration 3F: 3 clusters Score -180595.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -180737.906250 Penalty: 731.885681
	Iteration 4F: 3 clusters Score -180737.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -180855.203125 Penalty: 731.885681
	Iteration 5F: 3 clusters Score -180855.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -180949.156250 Penalty: 731.885681
	Iteration 6Q: 3 clusters Score -180949.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -181049.375000 Penalty: 731.885681
	Iteration 7Q: 3 clusters Score -181049.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -181126.625000 Penalty: 731.885681
	Iteration 8Q: 3 clusters Score -181126.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -181159.671875 Penalty: 731.885681
	Iteration 9Q: 3 clusters Score -181159.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -181170.046875 Penalty: 731.885681
	Iteration 10Q: 3 clusters Score -181170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -181174.843750 Penalty: 731.885681
	Iteration 11Q: 3 clusters Score -181174.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -181178.890625 Penalty: 731.885681
	Iteration 12Q: 3 clusters Score -181178.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -181180.062500 Penalty: 731.885681
	Iteration 13Q: 3 clusters Score -181180.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -181180.671875 Penalty: 731.885681
	Iteration 14Q: 3 clusters Score -181180.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -181181.375000 Penalty: 731.885681
	Iteration 15Q: 3 clusters Score -181181.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -181181.796875 Penalty: 731.885681
	Iteration 16Q: 3 clusters Score -181181.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -181182.687500 Penalty: 731.885681
	Iteration 17Q: 3 clusters Score -181182.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -181183.765625 Penalty: 731.885681
	Iteration 18Q: 3 clusters Score -181183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -181184.062500 Penalty: 731.885681
	Iteration 19Q: 3 clusters Score -181184.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -181185.265625 Penalty: 731.885681
	Iteration 20F: 3 clusters Score -181185.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -181186.156250 Penalty: 731.885681
	Iteration 21Q: 3 clusters Score -181186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -181186.937500 Penalty: 731.885681
	Iteration 22Q: 3 clusters Score -181186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -181189.265625 Penalty: 731.885681
	Iteration 23Q: 3 clusters Score -181189.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -181191.062500 Penalty: 731.885681
	Iteration 24Q: 3 clusters Score -181191.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -181193.796875 Penalty: 731.885681
	Iteration 25Q: 3 clusters Score -181193.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -181197.234375 Penalty: 731.885681
	Iteration 26Q: 3 clusters Score -181197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -181199.656250 Penalty: 731.885681
	Iteration 27Q: 3 clusters Score -181199.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -181204.515625 Penalty: 731.885681
	Iteration 28Q: 3 clusters Score -181204.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -181210.562500 Penalty: 731.885681
	Iteration 29Q: 3 clusters Score -181210.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -181217.687500 Penalty: 731.885681
	Iteration 30Q: 3 clusters Score -181217.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -181225.968750 Penalty: 731.885681
	Iteration 31Q: 3 clusters Score -181226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -181237.234375 Penalty: 731.885681
	Iteration 32Q: 3 clusters Score -181237.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -181246.625000 Penalty: 731.885681
	Iteration 33Q: 3 clusters Score -181246.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -181249.625000 Penalty: 731.885681
	Iteration 34Q: 3 clusters Score -181249.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -181251.750000 Penalty: 731.885681
	Iteration 35Q: 3 clusters Score -181251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -181253.968750 Penalty: 731.885681
	Iteration 36Q: 3 clusters Score -181254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -181254.843750 Penalty: 731.885681
	Iteration 37Q: 3 clusters Score -181254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -181254.828125 Penalty: 731.885681
	Iteration 38Q: 3 clusters Score -181254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -181254.828125 Penalty: 731.885681
	Iteration 39F: 3 clusters Score -181254.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -59289.289062 Penalty: 319.783173
	Iteration 0F: 2 clusters Score -59289.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -58442.019531 Penalty: 639.566345
	Iteration 0F: 3 clusters Score -58442.02 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -58860.250000 Penalty: 639.566345
	Iteration 1F: 3 clusters Score -58860.25 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -59067.433594 Penalty: 639.566345
	Iteration 2F: 3 clusters Score -59067.43 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -59181.277344 Penalty: 639.566345
	Iteration 3F: 3 clusters Score -59181.28 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -59245.542969 Penalty: 639.566345
	Iteration 4F: 3 clusters Score -59245.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -59302.410156 Penalty: 639.566345
	Iteration 5Q: 3 clusters Score -59302.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -59346.882812 Penalty: 639.566345
	Iteration 6Q: 3 clusters Score -59346.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -59396.988281 Penalty: 639.566345
	Iteration 7Q: 3 clusters Score -59396.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -59461.160156 Penalty: 639.566345
	Iteration 8Q: 3 clusters Score -59461.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -59492.339844 Penalty: 639.566345
	Iteration 9Q: 3 clusters Score -59492.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -59512.253906 Penalty: 639.566345
	Iteration 10Q: 3 clusters Score -59512.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -59525.828125 Penalty: 639.566345
	Iteration 11Q: 3 clusters Score -59525.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -59537.648438 Penalty: 639.566345
	Iteration 12Q: 3 clusters Score -59537.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -59549.042969 Penalty: 639.566345
	Iteration 13Q: 3 clusters Score -59549.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -59553.941406 Penalty: 639.566345
	Iteration 14Q: 3 clusters Score -59553.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -59562.132812 Penalty: 639.566345
	Iteration 15Q: 3 clusters Score -59562.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -59567.906250 Penalty: 639.566345
	Iteration 16Q: 3 clusters Score -59567.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59575.375000 Penalty: 639.566345
	Iteration 17Q: 3 clusters Score -59575.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59597.761719 Penalty: 639.566345
	Iteration 18Q: 3 clusters Score -59597.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59605.425781 Penalty: 639.566345
	Iteration 19Q: 3 clusters Score -59605.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -59608.742188 Penalty: 639.566345
	Iteration 20F: 3 clusters Score -59608.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -59613.328125 Penalty: 639.566345
	Iteration 21Q: 3 clusters Score -59613.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -59624.660156 Penalty: 639.566345
	Iteration 22Q: 3 clusters Score -59624.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59653.890625 Penalty: 639.566345
	Iteration 23Q: 3 clusters Score -59653.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59678.039062 Penalty: 639.566345
	Iteration 24Q: 3 clusters Score -59678.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59695.613281 Penalty: 639.566345
	Iteration 25Q: 3 clusters Score -59695.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59710.464844 Penalty: 639.566345
	Iteration 26Q: 3 clusters Score -59710.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59715.496094 Penalty: 639.566345
	Iteration 27Q: 3 clusters Score -59715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59717.984375 Penalty: 639.566345
	Iteration 28Q: 3 clusters Score -59717.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59718.425781 Penalty: 639.566345
	Iteration 29Q: 3 clusters Score -59718.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59719.093750 Penalty: 639.566345
	Iteration 30Q: 3 clusters Score -59719.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59719.203125 Penalty: 639.566345
	Iteration 31Q: 3 clusters Score -59719.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59719.203125 Penalty: 639.566345
	Iteration 32F: 3 clusters Score -59719.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 83 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 776 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 103 members 
Mstep: Class 54 contains 109 members 
Mstep: Class 55 contains 352 members 
Entering Unmasked Estep 
Score: -10141075.000000 Penalty: 30400.273438
Splitting cluster 48 changes total score from -10140870.000000 to -10141075.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 49 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -17238.509766 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -17238.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16853.173828 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -16853.17 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16988.072266 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -16988.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17044.699219 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -17044.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17098.847656 Penalty: 526.886414
	Iteration 3F: 3 clusters Score -17098.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17128.445312 Penalty: 526.886414
	Iteration 4Q: 3 clusters Score -17128.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17138.353516 Penalty: 526.886414
	Iteration 5Q: 3 clusters Score -17138.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17141.046875 Penalty: 526.886414
	Iteration 6Q: 3 clusters Score -17141.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17141.046875 Penalty: 526.886414
	Iteration 7F: 3 clusters Score -17141.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -13129.494141 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -13129.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12809.301758 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -12809.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12969.470703 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -12969.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13088.145508 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -13088.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13159.248047 Penalty: 506.022034
	Iteration 3F: 3 clusters Score -13159.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13192.444336 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -13192.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13224.898438 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -13224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13256.222656 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -13256.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13259.722656 Penalty: 506.022034
	Iteration 7Q: 3 clusters Score -13259.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13260.826172 Penalty: 506.022034
	Iteration 8Q: 3 clusters Score -13260.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13260.826172 Penalty: 506.022034
	Iteration 9F: 3 clusters Score -13260.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 83 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 776 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 154 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 103 members 
Mstep: Class 54 contains 109 members 
Mstep: Class 55 contains 352 members 
Mstep: Class 56 contains 106 members 
Entering Unmasked Estep 
Score: -10140904.000000 Penalty: 30953.005859
Splitting cluster 50 changes total score from -10140870.000000 to -10140904.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 51 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8116.500488 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8116.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7886.184570 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7886.185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7952.006348 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7952.006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7978.313477 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7978.313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7989.973633 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -7989.974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7996.751953 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -7996.752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8001.815430 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8001.815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8006.147461 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8006.147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8009.197754 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -8009.198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8020.267090 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -8020.267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8025.658203 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -8025.658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8026.215820 Penalty: 454.129395
	Iteration 10Q: 3 clusters Score -8026.216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8026.215820 Penalty: 454.129395
	Iteration 11F: 3 clusters Score -8026.216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (9089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Entering Unmasked Estep 
Score: -523760.343750 Penalty: 414.724335
	Iteration 0F: 2 clusters Score -523760.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -517652.750000 Penalty: 829.448669
	Iteration 0F: 3 clusters Score -517652.8 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -519956.312500 Penalty: 829.448669
	Iteration 1F: 3 clusters Score -519956.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -520185.375000 Penalty: 829.448669
	Iteration 2F: 3 clusters Score -520185.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -520464.187500 Penalty: 829.448669
	Iteration 3F: 3 clusters Score -520464.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -520793.250000 Penalty: 829.448669
	Iteration 4F: 3 clusters Score -520793.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -521176.000000 Penalty: 829.448669
	Iteration 5F: 3 clusters Score -521176 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -521571.218750 Penalty: 829.448669
	Iteration 6F: 3 clusters Score -521571.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -521923.531250 Penalty: 829.448669
	Iteration 7F: 3 clusters Score -521923.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -522199.062500 Penalty: 829.448669
	Iteration 8Q: 3 clusters Score -522199.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -522409.468750 Penalty: 829.448669
	Iteration 9Q: 3 clusters Score -522409.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -522526.531250 Penalty: 829.448669
	Iteration 10Q: 3 clusters Score -522526.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -522616.968750 Penalty: 829.448669
	Iteration 11Q: 3 clusters Score -522617 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -522701.156250 Penalty: 829.448669
	Iteration 12Q: 3 clusters Score -522701.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -522764.312500 Penalty: 829.448669
	Iteration 13Q: 3 clusters Score -522764.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -522825.187500 Penalty: 829.448669
	Iteration 14Q: 3 clusters Score -522825.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -522893.343750 Penalty: 829.448669
	Iteration 15Q: 3 clusters Score -522893.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -522958.062500 Penalty: 829.448669
	Iteration 16Q: 3 clusters Score -522958.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -523014.031250 Penalty: 829.448669
	Iteration 17Q: 3 clusters Score -523014 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -523067.843750 Penalty: 829.448669
	Iteration 18Q: 3 clusters Score -523067.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -523110.406250 Penalty: 829.448669
	Iteration 19Q: 3 clusters Score -523110.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -523155.875000 Penalty: 829.448669
	Iteration 20F: 3 clusters Score -523155.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -523192.406250 Penalty: 829.448669
	Iteration 21Q: 3 clusters Score -523192.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -523224.437500 Penalty: 829.448669
	Iteration 22Q: 3 clusters Score -523224.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -523259.093750 Penalty: 829.448669
	Iteration 23Q: 3 clusters Score -523259.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -523287.031250 Penalty: 829.448669
	Iteration 24Q: 3 clusters Score -523287 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -523306.468750 Penalty: 829.448669
	Iteration 25Q: 3 clusters Score -523306.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -523315.156250 Penalty: 829.448669
	Iteration 26Q: 3 clusters Score -523315.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -523321.437500 Penalty: 829.448669
	Iteration 27Q: 3 clusters Score -523321.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -523325.468750 Penalty: 829.448669
	Iteration 28Q: 3 clusters Score -523325.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -523330.000000 Penalty: 829.448669
	Iteration 29Q: 3 clusters Score -523330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -523332.156250 Penalty: 829.448669
	Iteration 30Q: 3 clusters Score -523332.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -523336.375000 Penalty: 829.448669
	Iteration 31Q: 3 clusters Score -523336.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -523340.062500 Penalty: 829.448669
	Iteration 32Q: 3 clusters Score -523340.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -523344.093750 Penalty: 829.448669
	Iteration 33Q: 3 clusters Score -523344.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -523347.312500 Penalty: 829.448669
	Iteration 34Q: 3 clusters Score -523347.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -523350.718750 Penalty: 829.448669
	Iteration 35Q: 3 clusters Score -523350.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -523354.843750 Penalty: 829.448669
	Iteration 36Q: 3 clusters Score -523354.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -523357.593750 Penalty: 829.448669
	Iteration 37Q: 3 clusters Score -523357.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -523359.062500 Penalty: 829.448669
	Iteration 38Q: 3 clusters Score -523359.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -523361.687500 Penalty: 829.448669
	Iteration 39Q: 3 clusters Score -523361.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -523367.437500 Penalty: 829.448669
	Iteration 40F: 3 clusters Score -523367.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -523371.593750 Penalty: 829.448669
	Iteration 41Q: 3 clusters Score -523371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -523375.875000 Penalty: 829.448669
	Iteration 42Q: 3 clusters Score -523375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -523378.062500 Penalty: 829.448669
	Iteration 43Q: 3 clusters Score -523378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -523380.093750 Penalty: 829.448669
	Iteration 44Q: 3 clusters Score -523380.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -523382.562500 Penalty: 829.448669
	Iteration 45Q: 3 clusters Score -523382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -523383.875000 Penalty: 829.448669
	Iteration 46Q: 3 clusters Score -523383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -523386.312500 Penalty: 829.448669
	Iteration 47Q: 3 clusters Score -523386.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -523390.562500 Penalty: 829.448669
	Iteration 48Q: 3 clusters Score -523390.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -523393.156250 Penalty: 829.448669
	Iteration 49Q: 3 clusters Score -523393.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -523396.437500 Penalty: 829.448669
	Iteration 50Q: 3 clusters Score -523396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -523397.968750 Penalty: 829.448669
	Iteration 51Q: 3 clusters Score -523398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -523398.593750 Penalty: 829.448669
	Iteration 52Q: 3 clusters Score -523398.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -523400.031250 Penalty: 829.448669
	Iteration 53Q: 3 clusters Score -523400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -523403.687500 Penalty: 829.448669
	Iteration 54Q: 3 clusters Score -523403.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -523405.375000 Penalty: 829.448669
	Iteration 55Q: 3 clusters Score -523405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -523406.062500 Penalty: 829.448669
	Iteration 56Q: 3 clusters Score -523406.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -523406.656250 Penalty: 829.448669
	Iteration 57Q: 3 clusters Score -523406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -523407.312500 Penalty: 829.448669
	Iteration 58Q: 3 clusters Score -523407.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -523408.968750 Penalty: 829.448669
	Iteration 59Q: 3 clusters Score -523409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -523408.500000 Penalty: 829.448669
	Iteration 60F: 3 clusters Score -523408.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -523408.625000 Penalty: 829.448669
	Iteration 61Q: 3 clusters Score -523408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -523410.031250 Penalty: 829.448669
	Iteration 62Q: 3 clusters Score -523410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -523411.250000 Penalty: 829.448669
	Iteration 63Q: 3 clusters Score -523411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -523412.125000 Penalty: 829.448669
	Iteration 64Q: 3 clusters Score -523412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -523412.718750 Penalty: 829.448669
	Iteration 65Q: 3 clusters Score -523412.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -523412.937500 Penalty: 829.448669
	Iteration 66Q: 3 clusters Score -523412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -523412.687500 Penalty: 829.448669
	Iteration 67Q: 3 clusters Score -523412.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -523413.250000 Penalty: 829.448669
	Iteration 68Q: 3 clusters Score -523413.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -523413.250000 Penalty: 829.448669
	Iteration 69F: 3 clusters Score -523413.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 174 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 83 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 897 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 776 members 
Mstep: Class 49 contains 327 members 
Mstep: Class 50 contains 154 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141064.000000 Penalty: 30953.005859
Iteration 116F: 57 clusters Score -1.014106e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 159 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 102358 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 171 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 379 members 
Mstep: Class 34 contains 7181 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 671 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 88 members 
Mstep: Class 40 contains 604 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 894 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 778 members 
Mstep: Class 49 contains 328 members 
Mstep: Class 50 contains 162 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 102 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141265.000000 Penalty: 30953.005859
Iteration 117Q: 57 clusters Score -1.014126e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 159 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 228 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 107 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37328 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 90 members 
Mstep: Class 40 contains 601 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 196 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 788 members 
Mstep: Class 49 contains 328 members 
Mstep: Class 50 contains 166 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 104 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 383 members 
Mstep: Class 56 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141417.000000 Penalty: 30953.005859
Iteration 118Q: 57 clusters Score -1.014142e+07 nChanged 71
Entering ConstructFrom: 
Score: -10141417.000000 Penalty: 30953.005859
Entering ConstructFrom: 
Trying to split cluster 1 (4655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Entering Unmasked Estep 
Score: -245382.093750 Penalty: 384.279205
	Iteration 0F: 2 clusters Score -245382.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -242286.593750 Penalty: 768.558411
	Iteration 0F: 3 clusters Score -242286.6 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -243700.265625 Penalty: 768.558411
	Iteration 1F: 3 clusters Score -243700.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -243897.218750 Penalty: 768.558411
	Iteration 2F: 3 clusters Score -243897.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -244032.000000 Penalty: 768.558411
	Iteration 3F: 3 clusters Score -244032 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -244121.671875 Penalty: 768.558411
	Iteration 4Q: 3 clusters Score -244121.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -244183.843750 Penalty: 768.558411
	Iteration 5Q: 3 clusters Score -244183.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -244236.671875 Penalty: 768.558411
	Iteration 6Q: 3 clusters Score -244236.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -244275.484375 Penalty: 768.558411
	Iteration 7Q: 3 clusters Score -244275.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -244308.875000 Penalty: 768.558411
	Iteration 8Q: 3 clusters Score -244308.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -244333.609375 Penalty: 768.558411
	Iteration 9Q: 3 clusters Score -244333.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -244355.937500 Penalty: 768.558411
	Iteration 10Q: 3 clusters Score -244355.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -244376.265625 Penalty: 768.558411
	Iteration 11Q: 3 clusters Score -244376.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -244397.203125 Penalty: 768.558411
	Iteration 12Q: 3 clusters Score -244397.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -244416.093750 Penalty: 768.558411
	Iteration 13Q: 3 clusters Score -244416.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -244439.484375 Penalty: 768.558411
	Iteration 14Q: 3 clusters Score -244439.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -244457.250000 Penalty: 768.558411
	Iteration 15Q: 3 clusters Score -244457.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -244470.921875 Penalty: 768.558411
	Iteration 16Q: 3 clusters Score -244470.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -244482.046875 Penalty: 768.558411
	Iteration 17Q: 3 clusters Score -244482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -244495.750000 Penalty: 768.558411
	Iteration 18Q: 3 clusters Score -244495.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -244510.890625 Penalty: 768.558411
	Iteration 19Q: 3 clusters Score -244510.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -244526.531250 Penalty: 768.558411
	Iteration 20F: 3 clusters Score -244526.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -244539.937500 Penalty: 768.558411
	Iteration 21Q: 3 clusters Score -244539.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -244553.671875 Penalty: 768.558411
	Iteration 22Q: 3 clusters Score -244553.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -244567.156250 Penalty: 768.558411
	Iteration 23Q: 3 clusters Score -244567.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -244576.687500 Penalty: 768.558411
	Iteration 24Q: 3 clusters Score -244576.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -244585.531250 Penalty: 768.558411
	Iteration 25Q: 3 clusters Score -244585.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -244591.234375 Penalty: 768.558411
	Iteration 26Q: 3 clusters Score -244591.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -244594.375000 Penalty: 768.558411
	Iteration 27Q: 3 clusters Score -244594.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -244596.843750 Penalty: 768.558411
	Iteration 28Q: 3 clusters Score -244596.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -244600.687500 Penalty: 768.558411
	Iteration 29Q: 3 clusters Score -244600.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -244604.328125 Penalty: 768.558411
	Iteration 30Q: 3 clusters Score -244604.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -244607.593750 Penalty: 768.558411
	Iteration 31Q: 3 clusters Score -244607.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -244611.890625 Penalty: 768.558411
	Iteration 32Q: 3 clusters Score -244611.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -244616.265625 Penalty: 768.558411
	Iteration 33Q: 3 clusters Score -244616.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -244623.203125 Penalty: 768.558411
	Iteration 34Q: 3 clusters Score -244623.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -244633.281250 Penalty: 768.558411
	Iteration 35Q: 3 clusters Score -244633.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -244642.890625 Penalty: 768.558411
	Iteration 36Q: 3 clusters Score -244642.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -244657.031250 Penalty: 768.558411
	Iteration 37Q: 3 clusters Score -244657 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -244672.578125 Penalty: 768.558411
	Iteration 38Q: 3 clusters Score -244672.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -244683.421875 Penalty: 768.558411
	Iteration 39Q: 3 clusters Score -244683.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -244694.031250 Penalty: 768.558411
	Iteration 40F: 3 clusters Score -244694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -244709.484375 Penalty: 768.558411
	Iteration 41Q: 3 clusters Score -244709.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -244732.609375 Penalty: 768.558411
	Iteration 42Q: 3 clusters Score -244732.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -244757.343750 Penalty: 768.558411
	Iteration 43Q: 3 clusters Score -244757.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -244779.734375 Penalty: 768.558411
	Iteration 44Q: 3 clusters Score -244779.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -244796.765625 Penalty: 768.558411
	Iteration 45Q: 3 clusters Score -244796.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -244816.312500 Penalty: 768.558411
	Iteration 46Q: 3 clusters Score -244816.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -244846.125000 Penalty: 768.558411
	Iteration 47Q: 3 clusters Score -244846.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -244877.671875 Penalty: 768.558411
	Iteration 48Q: 3 clusters Score -244877.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -244907.921875 Penalty: 768.558411
	Iteration 49Q: 3 clusters Score -244907.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -244931.859375 Penalty: 768.558411
	Iteration 50Q: 3 clusters Score -244931.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -244950.484375 Penalty: 768.558411
	Iteration 51Q: 3 clusters Score -244950.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -244967.421875 Penalty: 768.558411
	Iteration 52Q: 3 clusters Score -244967.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -244984.343750 Penalty: 768.558411
	Iteration 53Q: 3 clusters Score -244984.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -245001.625000 Penalty: 768.558411
	Iteration 54Q: 3 clusters Score -245001.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -245014.890625 Penalty: 768.558411
	Iteration 55Q: 3 clusters Score -245014.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -245027.828125 Penalty: 768.558411
	Iteration 56Q: 3 clusters Score -245027.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -245038.062500 Penalty: 768.558411
	Iteration 57Q: 3 clusters Score -245038.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -245045.671875 Penalty: 768.558411
	Iteration 58Q: 3 clusters Score -245045.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -245052.265625 Penalty: 768.558411
	Iteration 59Q: 3 clusters Score -245052.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -245056.156250 Penalty: 768.558411
	Iteration 60F: 3 clusters Score -245056.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -245057.562500 Penalty: 768.558411
	Iteration 61Q: 3 clusters Score -245057.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -245061.187500 Penalty: 768.558411
	Iteration 62Q: 3 clusters Score -245061.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -245066.015625 Penalty: 768.558411
	Iteration 63Q: 3 clusters Score -245066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -245072.453125 Penalty: 768.558411
	Iteration 64Q: 3 clusters Score -245072.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -245082.031250 Penalty: 768.558411
	Iteration 65Q: 3 clusters Score -245082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -245089.203125 Penalty: 768.558411
	Iteration 66Q: 3 clusters Score -245089.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -245092.968750 Penalty: 768.558411
	Iteration 67Q: 3 clusters Score -245093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -245094.625000 Penalty: 768.558411
	Iteration 68Q: 3 clusters Score -245094.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -245095.812500 Penalty: 768.558411
	Iteration 69Q: 3 clusters Score -245095.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -245098.046875 Penalty: 768.558411
	Iteration 70Q: 3 clusters Score -245098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -245099.671875 Penalty: 768.558411
	Iteration 71Q: 3 clusters Score -245099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -245099.734375 Penalty: 768.558411
	Iteration 72Q: 3 clusters Score -245099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -245100.593750 Penalty: 768.558411
	Iteration 73Q: 3 clusters Score -245100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -245100.593750 Penalty: 768.558411
	Iteration 74Q: 3 clusters Score -245100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -245101.328125 Penalty: 768.558411
	Iteration 75Q: 3 clusters Score -245101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -245102.000000 Penalty: 768.558411
	Iteration 76Q: 3 clusters Score -245102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -245102.046875 Penalty: 768.558411
	Iteration 77Q: 3 clusters Score -245102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -245102.046875 Penalty: 768.558411
	Iteration 78F: 3 clusters Score -245102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -7151.587891 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -7151.588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6825.249512 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -6825.25 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6936.795898 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -6936.796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6972.446289 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -6972.446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7012.868164 Penalty: 504.254974
	Iteration 3F: 3 clusters Score -7012.868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7025.373535 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -7025.374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7032.800293 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -7032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7035.712402 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -7035.712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7037.342773 Penalty: 504.254974
	Iteration 7Q: 3 clusters Score -7037.343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7037.342773 Penalty: 504.254974
	Iteration 8F: 3 clusters Score -7037.343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -36580.863281 Penalty: 297.353485
	Iteration 0F: 2 clusters Score -36580.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -35955.628906 Penalty: 594.706970
	Iteration 0F: 3 clusters Score -35955.63 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -36271.703125 Penalty: 594.706970
	Iteration 1F: 3 clusters Score -36271.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -36461.785156 Penalty: 594.706970
	Iteration 2F: 3 clusters Score -36461.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -36591.964844 Penalty: 594.706970
	Iteration 3F: 3 clusters Score -36591.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -36644.492188 Penalty: 594.706970
	Iteration 4F: 3 clusters Score -36644.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36651.167969 Penalty: 594.706970
	Iteration 5Q: 3 clusters Score -36651.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -36655.375000 Penalty: 594.706970
	Iteration 6Q: 3 clusters Score -36655.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -36658.636719 Penalty: 594.706970
	Iteration 7Q: 3 clusters Score -36658.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -36662.640625 Penalty: 594.706970
	Iteration 8Q: 3 clusters Score -36662.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -36667.410156 Penalty: 594.706970
	Iteration 9Q: 3 clusters Score -36667.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -36685.277344 Penalty: 594.706970
	Iteration 10Q: 3 clusters Score -36685.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -36704.144531 Penalty: 594.706970
	Iteration 11Q: 3 clusters Score -36704.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -36711.464844 Penalty: 594.706970
	Iteration 12Q: 3 clusters Score -36711.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -36713.585938 Penalty: 594.706970
	Iteration 13Q: 3 clusters Score -36713.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -36713.929688 Penalty: 594.706970
	Iteration 14Q: 3 clusters Score -36713.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -36713.929688 Penalty: 594.706970
	Iteration 15F: 3 clusters Score -36713.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 159 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37328 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2173 members 
Mstep: Class 39 contains 94 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 880 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 792 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 172 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 114 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 105 members 
Mstep: Class 57 contains 443 members 
Entering Unmasked Estep 
Score: -10141344.000000 Penalty: 31505.738281
Splitting cluster 3 changes total score from -10141417.000000 to -10141344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -56991.167969 Penalty: 314.348358
	Iteration 0F: 2 clusters Score -56991.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -56160.250000 Penalty: 628.696716
	Iteration 0F: 3 clusters Score -56160.25 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -56392.121094 Penalty: 628.696716
	Iteration 1F: 3 clusters Score -56392.12 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -56453.968750 Penalty: 628.696716
	Iteration 2F: 3 clusters Score -56453.97 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -56503.691406 Penalty: 628.696716
	Iteration 3F: 3 clusters Score -56503.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -56533.066406 Penalty: 628.696716
	Iteration 4F: 3 clusters Score -56533.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -56554.261719 Penalty: 628.696716
	Iteration 5Q: 3 clusters Score -56554.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56579.113281 Penalty: 628.696716
	Iteration 6Q: 3 clusters Score -56579.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56604.296875 Penalty: 628.696716
	Iteration 7Q: 3 clusters Score -56604.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56634.097656 Penalty: 628.696716
	Iteration 8Q: 3 clusters Score -56634.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56663.761719 Penalty: 628.696716
	Iteration 9Q: 3 clusters Score -56663.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -56673.429688 Penalty: 628.696716
	Iteration 10Q: 3 clusters Score -56673.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56681.464844 Penalty: 628.696716
	Iteration 11Q: 3 clusters Score -56681.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56695.507812 Penalty: 628.696716
	Iteration 12Q: 3 clusters Score -56695.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56714.320312 Penalty: 628.696716
	Iteration 13Q: 3 clusters Score -56714.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56727.437500 Penalty: 628.696716
	Iteration 14Q: 3 clusters Score -56727.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56732.687500 Penalty: 628.696716
	Iteration 15Q: 3 clusters Score -56732.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -56738.648438 Penalty: 628.696716
	Iteration 16Q: 3 clusters Score -56738.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -56748.761719 Penalty: 628.696716
	Iteration 17Q: 3 clusters Score -56748.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -56760.789062 Penalty: 628.696716
	Iteration 18Q: 3 clusters Score -56760.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -56772.625000 Penalty: 628.696716
	Iteration 19Q: 3 clusters Score -56772.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -56788.199219 Penalty: 628.696716
	Iteration 20F: 3 clusters Score -56788.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -56795.304688 Penalty: 628.696716
	Iteration 21Q: 3 clusters Score -56795.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -56802.507812 Penalty: 628.696716
	Iteration 22Q: 3 clusters Score -56802.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -56808.386719 Penalty: 628.696716
	Iteration 23Q: 3 clusters Score -56808.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -56816.585938 Penalty: 628.696716
	Iteration 24Q: 3 clusters Score -56816.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -56825.832031 Penalty: 628.696716
	Iteration 25Q: 3 clusters Score -56825.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -56838.191406 Penalty: 628.696716
	Iteration 26Q: 3 clusters Score -56838.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -56848.890625 Penalty: 628.696716
	Iteration 27Q: 3 clusters Score -56848.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -56862.144531 Penalty: 628.696716
	Iteration 28Q: 3 clusters Score -56862.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -56875.789062 Penalty: 628.696716
	Iteration 29Q: 3 clusters Score -56875.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -56888.785156 Penalty: 628.696716
	Iteration 30Q: 3 clusters Score -56888.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -56898.847656 Penalty: 628.696716
	Iteration 31Q: 3 clusters Score -56898.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -56900.074219 Penalty: 628.696716
	Iteration 32Q: 3 clusters Score -56900.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -56900.351562 Penalty: 628.696716
	Iteration 33Q: 3 clusters Score -56900.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -56900.761719 Penalty: 628.696716
	Iteration 34Q: 3 clusters Score -56900.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -56901.265625 Penalty: 628.696716
	Iteration 35Q: 3 clusters Score -56901.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -56902.015625 Penalty: 628.696716
	Iteration 36Q: 3 clusters Score -56902.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -56902.171875 Penalty: 628.696716
	Iteration 37Q: 3 clusters Score -56902.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -56904.898438 Penalty: 628.696716
	Iteration 38F: 3 clusters Score -56904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -56909.597656 Penalty: 628.696716
	Iteration 39Q: 3 clusters Score -56909.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -56911.789062 Penalty: 628.696716
	Iteration 40F: 3 clusters Score -56911.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -56912.105469 Penalty: 628.696716
	Iteration 41Q: 3 clusters Score -56912.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -56912.230469 Penalty: 628.696716
	Iteration 42Q: 3 clusters Score -56912.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -56912.230469 Penalty: 628.696716
	Iteration 43F: 3 clusters Score -56912.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -14729.923828 Penalty: 281.378784
	Iteration 0F: 2 clusters Score -14729.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14256.641602 Penalty: 562.757568
	Iteration 0F: 3 clusters Score -14256.64 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14421.120117 Penalty: 562.757568
	Iteration 1F: 3 clusters Score -14421.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -14475.201172 Penalty: 562.757568
	Iteration 2F: 3 clusters Score -14475.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -14501.711914 Penalty: 562.757568
	Iteration 3F: 3 clusters Score -14501.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14512.419922 Penalty: 562.757568
	Iteration 4Q: 3 clusters Score -14512.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14520.466797 Penalty: 562.757568
	Iteration 5Q: 3 clusters Score -14520.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -14525.435547 Penalty: 562.757568
	Iteration 6Q: 3 clusters Score -14525.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -14529.484375 Penalty: 562.757568
	Iteration 7Q: 3 clusters Score -14529.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14533.655273 Penalty: 562.757568
	Iteration 8Q: 3 clusters Score -14533.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14536.397461 Penalty: 562.757568
	Iteration 9Q: 3 clusters Score -14536.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -14538.772461 Penalty: 562.757568
	Iteration 10Q: 3 clusters Score -14538.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -14539.935547 Penalty: 562.757568
	Iteration 11Q: 3 clusters Score -14539.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14541.185547 Penalty: 562.757568
	Iteration 12Q: 3 clusters Score -14541.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -14543.127930 Penalty: 562.757568
	Iteration 13Q: 3 clusters Score -14543.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -14544.877930 Penalty: 562.757568
	Iteration 14Q: 3 clusters Score -14544.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -14547.147461 Penalty: 562.757568
	Iteration 15Q: 3 clusters Score -14547.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14549.951172 Penalty: 562.757568
	Iteration 16Q: 3 clusters Score -14549.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14549.951172 Penalty: 562.757568
	Iteration 17F: 3 clusters Score -14549.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -40594.015625 Penalty: 300.355957
	Iteration 0F: 2 clusters Score -40594.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -39959.941406 Penalty: 600.711914
	Iteration 0F: 3 clusters Score -39959.94 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -40127.183594 Penalty: 600.711914
	Iteration 1F: 3 clusters Score -40127.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40156.437500 Penalty: 600.711914
	Iteration 2F: 3 clusters Score -40156.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -40168.304688 Penalty: 600.711914
	Iteration 3Q: 3 clusters Score -40168.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40183.085938 Penalty: 600.711914
	Iteration 4Q: 3 clusters Score -40183.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -40190.136719 Penalty: 600.711914
	Iteration 5Q: 3 clusters Score -40190.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -40194.347656 Penalty: 600.711914
	Iteration 6Q: 3 clusters Score -40194.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -40195.246094 Penalty: 600.711914
	Iteration 7Q: 3 clusters Score -40195.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -40196.730469 Penalty: 600.711914
	Iteration 8Q: 3 clusters Score -40196.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -40197.328125 Penalty: 600.711914
	Iteration 9Q: 3 clusters Score -40197.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -40197.328125 Penalty: 600.711914
	Iteration 10F: 3 clusters Score -40197.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -15885.864258 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -15885.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15510.799805 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -15510.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15677.715820 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -15677.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15747.175781 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -15747.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15761.002930 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -15761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15764.562500 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -15764.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15766.379883 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -15766.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15771.634766 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -15771.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15772.672852 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -15772.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15774.171875 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -15774.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15776.644531 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -15776.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15776.644531 Penalty: 524.632385
	Iteration 10F: 3 clusters Score -15776.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -8159.845215 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -8159.845 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 79 members 
Entering Unmasked Estep 
Score: -7953.081055 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -7953.081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8023.154785 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -8023.155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8033.108887 Penalty: 472.052094
	Iteration 2Q: 3 clusters Score -8033.109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8034.516113 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -8034.516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8034.516113 Penalty: 472.052094
	Iteration 4F: 3 clusters Score -8034.516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -22652.634766 Penalty: 273.956573
	Iteration 0F: 2 clusters Score -22652.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22224.062500 Penalty: 547.913147
	Iteration 0F: 3 clusters Score -22224.06 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22335.679688 Penalty: 547.913147
	Iteration 1F: 3 clusters Score -22335.68 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22397.378906 Penalty: 547.913147
	Iteration 2F: 3 clusters Score -22397.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22431.035156 Penalty: 547.913147
	Iteration 3F: 3 clusters Score -22431.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22482.625000 Penalty: 547.913147
	Iteration 4F: 3 clusters Score -22482.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22527.107422 Penalty: 547.913147
	Iteration 5Q: 3 clusters Score -22527.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22566.726562 Penalty: 547.913147
	Iteration 6Q: 3 clusters Score -22566.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22583.398438 Penalty: 547.913147
	Iteration 7Q: 3 clusters Score -22583.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22593.689453 Penalty: 547.913147
	Iteration 8Q: 3 clusters Score -22593.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22597.541016 Penalty: 547.913147
	Iteration 9Q: 3 clusters Score -22597.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22600.144531 Penalty: 547.913147
	Iteration 10Q: 3 clusters Score -22600.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22603.406250 Penalty: 547.913147
	Iteration 11Q: 3 clusters Score -22603.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22613.310547 Penalty: 547.913147
	Iteration 12Q: 3 clusters Score -22613.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22620.099609 Penalty: 547.913147
	Iteration 13Q: 3 clusters Score -22620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22628.544922 Penalty: 547.913147
	Iteration 14Q: 3 clusters Score -22628.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22635.347656 Penalty: 547.913147
	Iteration 15Q: 3 clusters Score -22635.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22640.919922 Penalty: 547.913147
	Iteration 16Q: 3 clusters Score -22640.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22643.500000 Penalty: 547.913147
	Iteration 17Q: 3 clusters Score -22643.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22645.125000 Penalty: 547.913147
	Iteration 18Q: 3 clusters Score -22645.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22645.451172 Penalty: 547.913147
	Iteration 19Q: 3 clusters Score -22645.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22645.451172 Penalty: 547.913147
	Iteration 20F: 3 clusters Score -22645.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -12374.642578 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -12374.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12057.469727 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -12057.47 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12188.500977 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -12188.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12229.655273 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -12229.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12260.526367 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -12260.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12296.134766 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -12296.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12328.931641 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -12328.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12349.839844 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -12349.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12358.248047 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -12358.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12359.906250 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -12359.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12359.906250 Penalty: 499.116516
	Iteration 9F: 3 clusters Score -12359.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12617.467773 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12617.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12302.090820 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -12302.09 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12371.295898 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12371.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12394.444336 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -12394.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12410.723633 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -12410.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12418.098633 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -12418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12421.167969 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -12421.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12421.788086 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -12421.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12421.788086 Penalty: 503.538452
	Iteration 7F: 3 clusters Score -12421.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14671.355469 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14671.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14369.320312 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14369.32 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14436.603516 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14436.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14463.041016 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14463.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14490.944336 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -14490.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14494.903320 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14497.546875 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14497.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14502.905273 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14502.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14510.937500 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14510.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14513.127930 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -14513.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14513.127930 Penalty: 506.371338
	Iteration 9F: 3 clusters Score -14513.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8153.273926 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8153.274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7909.666992 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -7909.667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7986.562500 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -7986.562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8018.775879 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -8018.776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8037.145508 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8037.146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8077.941406 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8077.941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8086.244141 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8086.244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8086.244141 Penalty: 461.270294
	Iteration 6F: 3 clusters Score -8086.244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -32642.197266 Penalty: 296.688263
	Iteration 0F: 2 clusters Score -32642.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -32056.011719 Penalty: 593.376526
	Iteration 0F: 3 clusters Score -32056.01 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32289.626953 Penalty: 593.376526
	Iteration 1F: 3 clusters Score -32289.63 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -32386.609375 Penalty: 593.376526
	Iteration 2F: 3 clusters Score -32386.61 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32435.894531 Penalty: 593.376526
	Iteration 3F: 3 clusters Score -32435.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -32473.283203 Penalty: 593.376526
	Iteration 4F: 3 clusters Score -32473.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -32515.488281 Penalty: 593.376526
	Iteration 5Q: 3 clusters Score -32515.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32556.914062 Penalty: 593.376526
	Iteration 6Q: 3 clusters Score -32556.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32581.609375 Penalty: 593.376526
	Iteration 7Q: 3 clusters Score -32581.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32597.234375 Penalty: 593.376526
	Iteration 8Q: 3 clusters Score -32597.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32603.314453 Penalty: 593.376526
	Iteration 9Q: 3 clusters Score -32603.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32611.812500 Penalty: 593.376526
	Iteration 10Q: 3 clusters Score -32611.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32613.494141 Penalty: 593.376526
	Iteration 11Q: 3 clusters Score -32613.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32614.060547 Penalty: 593.376526
	Iteration 12Q: 3 clusters Score -32614.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32614.060547 Penalty: 593.376526
	Iteration 13F: 3 clusters Score -32614.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -4356.831055 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -4356.831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -4054.277344 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -4054.277 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4160.603027 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -4160.603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4192.099121 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -4192.099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4212.380371 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -4212.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4222.975586 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -4222.976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4225.145508 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -4225.146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4227.416504 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -4227.417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4237.296875 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -4237.297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4238.104004 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -4238.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4238.336914 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -4238.337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4238.336914 Penalty: 493.670471
	Iteration 10F: 3 clusters Score -4238.337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -10281.078125 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -10281.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10013.875000 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -10013.88 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10099.189453 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -10099.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10122.903320 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -10122.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10126.575195 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -10126.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10127.528320 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -10127.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10134.350586 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -10134.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10136.759766 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -10136.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10138.179688 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -10138.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10143.366211 Penalty: 487.019104
	Iteration 8Q: 3 clusters Score -10143.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10145.389648 Penalty: 487.019104
	Iteration 9Q: 3 clusters Score -10145.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10151.614258 Penalty: 487.019104
	Iteration 10Q: 3 clusters Score -10151.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10152.691406 Penalty: 487.019104
	Iteration 11Q: 3 clusters Score -10152.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10157.110352 Penalty: 487.019104
	Iteration 12Q: 3 clusters Score -10157.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10157.110352 Penalty: 487.019104
	Iteration 13F: 3 clusters Score -10157.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6357.294922 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6357.295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6146.458496 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -6146.458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6227.880859 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -6227.881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6248.585449 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -6248.585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6253.966797 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -6253.967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6255.619141 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -6255.619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6255.619141 Penalty: 440.821045
	Iteration 5F: 3 clusters Score -6255.619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -91035.882812 Penalty: 339.817352
	Iteration 0F: 2 clusters Score -91035.88 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 874 members 
Entering Unmasked Estep 
Score: -89739.531250 Penalty: 679.634705
	Iteration 0F: 3 clusters Score -89739.53 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -90241.632812 Penalty: 679.634705
	Iteration 1F: 3 clusters Score -90241.63 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -90362.328125 Penalty: 679.634705
	Iteration 2F: 3 clusters Score -90362.33 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -90488.578125 Penalty: 679.634705
	Iteration 3F: 3 clusters Score -90488.58 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -90584.460938 Penalty: 679.634705
	Iteration 4F: 3 clusters Score -90584.46 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -90665.250000 Penalty: 679.634705
	Iteration 5F: 3 clusters Score -90665.25 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -90717.429688 Penalty: 679.634705
	Iteration 6Q: 3 clusters Score -90717.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -90740.906250 Penalty: 679.634705
	Iteration 7Q: 3 clusters Score -90740.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -90758.156250 Penalty: 679.634705
	Iteration 8Q: 3 clusters Score -90758.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -90772.976562 Penalty: 679.634705
	Iteration 9Q: 3 clusters Score -90772.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -90789.632812 Penalty: 679.634705
	Iteration 10Q: 3 clusters Score -90789.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -90803.164062 Penalty: 679.634705
	Iteration 11Q: 3 clusters Score -90803.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -90817.593750 Penalty: 679.634705
	Iteration 12Q: 3 clusters Score -90817.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -90835.078125 Penalty: 679.634705
	Iteration 13Q: 3 clusters Score -90835.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -90867.585938 Penalty: 679.634705
	Iteration 14Q: 3 clusters Score -90867.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -90896.109375 Penalty: 679.634705
	Iteration 15Q: 3 clusters Score -90896.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -90910.242188 Penalty: 679.634705
	Iteration 16Q: 3 clusters Score -90910.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -90915.945312 Penalty: 679.634705
	Iteration 17Q: 3 clusters Score -90915.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -90917.609375 Penalty: 679.634705
	Iteration 18Q: 3 clusters Score -90917.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -90919.906250 Penalty: 679.634705
	Iteration 19Q: 3 clusters Score -90919.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -90921.156250 Penalty: 679.634705
	Iteration 20F: 3 clusters Score -90921.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -90923.296875 Penalty: 679.634705
	Iteration 21Q: 3 clusters Score -90923.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -90924.453125 Penalty: 679.634705
	Iteration 22Q: 3 clusters Score -90924.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -90925.226562 Penalty: 679.634705
	Iteration 23Q: 3 clusters Score -90925.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -90926.898438 Penalty: 679.634705
	Iteration 24Q: 3 clusters Score -90926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -90927.539062 Penalty: 679.634705
	Iteration 25Q: 3 clusters Score -90927.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -90928.210938 Penalty: 679.634705
	Iteration 26Q: 3 clusters Score -90928.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -90928.585938 Penalty: 679.634705
	Iteration 27Q: 3 clusters Score -90928.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -90928.585938 Penalty: 679.634705
	Iteration 28F: 3 clusters Score -90928.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -5644.295410 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -5644.295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5427.861816 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -5427.862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5457.819824 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -5457.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5475.558594 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -5475.559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5513.810059 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -5513.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5593.294434 Penalty: 424.372986
	Iteration 4F: 3 clusters Score -5593.294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5618.191406 Penalty: 424.372986
	Iteration 5F: 3 clusters Score -5618.191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5626.104980 Penalty: 424.372986
	Iteration 6Q: 3 clusters Score -5626.105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5636.385742 Penalty: 424.372986
	Iteration 7Q: 3 clusters Score -5636.386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5639.923828 Penalty: 424.372986
	Iteration 8Q: 3 clusters Score -5639.924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5652.350098 Penalty: 424.372986
	Iteration 9Q: 3 clusters Score -5652.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5664.790527 Penalty: 424.372986
	Iteration 10Q: 3 clusters Score -5664.791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5664.790527 Penalty: 424.372986
	Iteration 11F: 3 clusters Score -5664.791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 159 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 21 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37328 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2173 members 
Mstep: Class 39 contains 94 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 880 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 792 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 172 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 114 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 105 members 
Mstep: Class 57 contains 85 members 
Entering Unmasked Estep 
Score: -10141137.000000 Penalty: 31505.738281
Splitting cluster 19 changes total score from -10141417.000000 to -10141137.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -22947.607422 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -22947.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22539.789062 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -22539.79 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22671.351562 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -22671.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22732.025391 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -22732.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22755.189453 Penalty: 539.834290
	Iteration 3F: 3 clusters Score -22755.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22763.701172 Penalty: 539.834290
	Iteration 4Q: 3 clusters Score -22763.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22766.568359 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -22766.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22769.173828 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -22769.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22772.255859 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -22772.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22774.031250 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -22774.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22774.031250 Penalty: 539.834290
	Iteration 9F: 3 clusters Score -22774.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Entering Unmasked Estep 
Score: -2000812.000000 Penalty: 479.001221
	Iteration 0F: 2 clusters Score -2000812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -1975748.875000 Penalty: 958.002441
	Iteration 0F: 3 clusters Score -1975749 nChanged 18173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1987409.250000 Penalty: 958.002441
	Iteration 1F: 3 clusters Score -1987409 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1989296.250000 Penalty: 958.002441
	Iteration 2F: 3 clusters Score -1989296 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1992126.875000 Penalty: 958.002441
	Iteration 3F: 3 clusters Score -1992127 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1995499.375000 Penalty: 958.002441
	Iteration 4F: 3 clusters Score -1995499 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1998277.250000 Penalty: 958.002441
	Iteration 5F: 3 clusters Score -1998277 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1999701.875000 Penalty: 958.002441
	Iteration 6Q: 3 clusters Score -1999702 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2000199.875000 Penalty: 958.002441
	Iteration 7Q: 3 clusters Score -2000200 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2000321.750000 Penalty: 958.002441
	Iteration 8Q: 3 clusters Score -2000322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2000380.125000 Penalty: 958.002441
	Iteration 9Q: 3 clusters Score -2000380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -2000402.625000 Penalty: 958.002441
	Iteration 10Q: 3 clusters Score -2000403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -2000417.750000 Penalty: 958.002441
	Iteration 11Q: 3 clusters Score -2000418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2000423.375000 Penalty: 958.002441
	Iteration 12Q: 3 clusters Score -2000423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2000424.000000 Penalty: 958.002441
	Iteration 13Q: 3 clusters Score -2000424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2000425.750000 Penalty: 958.002441
	Iteration 14Q: 3 clusters Score -2000426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2000427.375000 Penalty: 958.002441
	Iteration 15Q: 3 clusters Score -2000427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2000429.250000 Penalty: 958.002441
	Iteration 16Q: 3 clusters Score -2000429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2000430.125000 Penalty: 958.002441
	Iteration 17Q: 3 clusters Score -2000430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2000431.750000 Penalty: 958.002441
	Iteration 18Q: 3 clusters Score -2000432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2000434.750000 Penalty: 958.002441
	Iteration 19Q: 3 clusters Score -2000435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -2000435.250000 Penalty: 958.002441
	Iteration 20F: 3 clusters Score -2000435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2000436.125000 Penalty: 958.002441
	Iteration 21Q: 3 clusters Score -2000436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2000436.125000 Penalty: 958.002441
	Iteration 22F: 3 clusters Score -2000436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102359 members 
Entering Unmasked Estep 
Score: -5891729.500000 Penalty: 524.898987
	Iteration 0F: 2 clusters Score -5891730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -5827661.000000 Penalty: 1049.797974
	Iteration 0F: 3 clusters Score -5827661 nChanged 49802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -5857581.000000 Penalty: 1049.797974
	Iteration 1F: 3 clusters Score -5857581 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -5859532.500000 Penalty: 1049.797974
	Iteration 2Q: 3 clusters Score -5859532 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 59592 members 
Entering Unmasked Estep 
Score: -5863240.500000 Penalty: 1049.797974
	Iteration 3F: 3 clusters Score -5863240 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -5868635.000000 Penalty: 1049.797974
	Iteration 4F: 3 clusters Score -5868635 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 63567 members 
Entering Unmasked Estep 
Score: -5874975.500000 Penalty: 1049.797974
	Iteration 5F: 3 clusters Score -5874976 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -5879158.000000 Penalty: 1049.797974
	Iteration 6F: 3 clusters Score -5879158 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -5880660.500000 Penalty: 1049.797974
	Iteration 7Q: 3 clusters Score -5880660 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -5881319.000000 Penalty: 1049.797974
	Iteration 8Q: 3 clusters Score -5881319 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -5881805.000000 Penalty: 1049.797974
	Iteration 9Q: 3 clusters Score -5881805 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 71676 members 
Entering Unmasked Estep 
Score: -5882351.000000 Penalty: 1049.797974
	Iteration 10Q: 3 clusters Score -5882351 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -5883203.000000 Penalty: 1049.797974
	Iteration 11Q: 3 clusters Score -5883203 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 76450 members 
Entering Unmasked Estep 
Score: -5884142.500000 Penalty: 1049.797974
	Iteration 12Q: 3 clusters Score -5884142 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 78735 members 
Entering Unmasked Estep 
Score: -5884880.500000 Penalty: 1049.797974
	Iteration 13Q: 3 clusters Score -5884880 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 80853 members 
Entering Unmasked Estep 
Score: -5885537.500000 Penalty: 1049.797974
	Iteration 14Q: 3 clusters Score -5885538 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
Score: -5886026.000000 Penalty: 1049.797974
	Iteration 15Q: 3 clusters Score -5886026 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -5886410.500000 Penalty: 1049.797974
	Iteration 16Q: 3 clusters Score -5886410 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 85771 members 
Entering Unmasked Estep 
Score: -5886672.500000 Penalty: 1049.797974
	Iteration 17Q: 3 clusters Score -5886672 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 86967 members 
Entering Unmasked Estep 
Score: -5886783.500000 Penalty: 1049.797974
	Iteration 18Q: 3 clusters Score -5886784 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -5886746.500000 Penalty: 1049.797974
	Iteration 19Q: 3 clusters Score -5886746 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 88761 members 
Entering Unmasked Estep 
Score: -5886888.000000 Penalty: 1049.797974
	Iteration 20F: 3 clusters Score -5886888 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 89566 members 
Entering Unmasked Estep 
Score: -5886991.000000 Penalty: 1049.797974
	Iteration 21Q: 3 clusters Score -5886991 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 90323 members 
Entering Unmasked Estep 
Score: -5887071.500000 Penalty: 1049.797974
	Iteration 22Q: 3 clusters Score -5887072 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 90959 members 
Entering Unmasked Estep 
Score: -5887139.000000 Penalty: 1049.797974
	Iteration 23Q: 3 clusters Score -5887139 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 91561 members 
Entering Unmasked Estep 
Score: -5887296.500000 Penalty: 1049.797974
	Iteration 24Q: 3 clusters Score -5887296 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 92118 members 
Entering Unmasked Estep 
Score: -5887387.500000 Penalty: 1049.797974
	Iteration 25Q: 3 clusters Score -5887388 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -5887420.500000 Penalty: 1049.797974
	Iteration 26Q: 3 clusters Score -5887420 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -5887541.000000 Penalty: 1049.797974
	Iteration 27Q: 3 clusters Score -5887541 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -5887683.500000 Penalty: 1049.797974
	Iteration 28Q: 3 clusters Score -5887684 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -5887798.000000 Penalty: 1049.797974
	Iteration 29Q: 3 clusters Score -5887798 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 94411 members 
Entering Unmasked Estep 
Score: -5887910.000000 Penalty: 1049.797974
	Iteration 30Q: 3 clusters Score -5887910 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -5888040.000000 Penalty: 1049.797974
	Iteration 31Q: 3 clusters Score -5888040 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -5888117.500000 Penalty: 1049.797974
	Iteration 32Q: 3 clusters Score -5888118 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 95486 members 
Entering Unmasked Estep 
Score: -5888219.500000 Penalty: 1049.797974
	Iteration 33Q: 3 clusters Score -5888220 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 95806 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5888314 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 96104 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5888400 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -5888495.500000 Penalty: 1049.797974
	Iteration 36Q: 3 clusters Score -5888496 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 96616 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5888596 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 96829 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5888686 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 97011 members 
Entering Unmasked Estep 
Score: -5888749.500000 Penalty: 1049.797974
	Iteration 39Q: 3 clusters Score -5888750 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -5888823.500000 Penalty: 1049.797974
	Iteration 40F: 3 clusters Score -5888824 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -5888906.500000 Penalty: 1049.797974
	Iteration 41Q: 3 clusters Score -5888906 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 97470 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5888973 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -5889051.000000 Penalty: 1049.797974
	Iteration 43Q: 3 clusters Score -5889051 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 97761 members 
Entering Unmasked Estep 
Score: -5889167.500000 Penalty: 1049.797974
	Iteration 44Q: 3 clusters Score -5889168 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 97897 members 
Entering Unmasked Estep 
Score: -5889251.500000 Penalty: 1049.797974
	Iteration 45Q: 3 clusters Score -5889252 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 98027 members 
Entering Unmasked Estep 
Score: -5889348.000000 Penalty: 1049.797974
	Iteration 46Q: 3 clusters Score -5889348 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 98176 members 
Entering Unmasked Estep 
Score: -5889417.500000 Penalty: 1049.797974
	Iteration 47Q: 3 clusters Score -5889418 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 98321 members 
Entering Unmasked Estep 
Score: -5889487.000000 Penalty: 1049.797974
	Iteration 48Q: 3 clusters Score -5889487 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 98452 members 
Entering Unmasked Estep 
Score: -5889578.000000 Penalty: 1049.797974
	Iteration 49Q: 3 clusters Score -5889578 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 98571 members 
Entering Unmasked Estep 
Score: -5889648.000000 Penalty: 1049.797974
	Iteration 50Q: 3 clusters Score -5889648 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 98680 members 
Entering Unmasked Estep 
Score: -5889706.500000 Penalty: 1049.797974
	Iteration 51Q: 3 clusters Score -5889706 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 98785 members 
Entering Unmasked Estep 
Score: -5889759.500000 Penalty: 1049.797974
	Iteration 52Q: 3 clusters Score -5889760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 98870 members 
Entering Unmasked Estep 
Score: -5889796.000000 Penalty: 1049.797974
	Iteration 53Q: 3 clusters Score -5889796 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 98962 members 
Entering Unmasked Estep 
Score: -5889872.000000 Penalty: 1049.797974
	Iteration 54Q: 3 clusters Score -5889872 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 99051 members 
Entering Unmasked Estep 
Score: -5889915.500000 Penalty: 1049.797974
	Iteration 55Q: 3 clusters Score -5889916 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -5889975.500000 Penalty: 1049.797974
	Iteration 56Q: 3 clusters Score -5889976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 99216 members 
Entering Unmasked Estep 
Score: -5890011.500000 Penalty: 1049.797974
	Iteration 57Q: 3 clusters Score -5890012 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -5890036.000000 Penalty: 1049.797974
	Iteration 58Q: 3 clusters Score -5890036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 99368 members 
Entering Unmasked Estep 
Score: -5890068.000000 Penalty: 1049.797974
	Iteration 59Q: 3 clusters Score -5890068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 99439 members 
Entering Unmasked Estep 
Score: -5890088.000000 Penalty: 1049.797974
	Iteration 60F: 3 clusters Score -5890088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -5890123.500000 Penalty: 1049.797974
	Iteration 61Q: 3 clusters Score -5890124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 99556 members 
Entering Unmasked Estep 
Score: -5890160.500000 Penalty: 1049.797974
	Iteration 62Q: 3 clusters Score -5890160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 99616 members 
Entering Unmasked Estep 
Score: -5890184.500000 Penalty: 1049.797974
	Iteration 63Q: 3 clusters Score -5890184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 99677 members 
Entering Unmasked Estep 
Score: -5890223.000000 Penalty: 1049.797974
	Iteration 64Q: 3 clusters Score -5890223 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 99750 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5890264 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
Score: -5890283.500000 Penalty: 1049.797974
	Iteration 66Q: 3 clusters Score -5890284 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -5890331.500000 Penalty: 1049.797974
	Iteration 67Q: 3 clusters Score -5890332 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 99954 members 
Entering Unmasked Estep 
Score: -5890370.000000 Penalty: 1049.797974
	Iteration 68Q: 3 clusters Score -5890370 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 100026 members 
Entering Unmasked Estep 
Score: -5890428.000000 Penalty: 1049.797974
	Iteration 69Q: 3 clusters Score -5890428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 100093 members 
Entering Unmasked Estep 
Score: -5890469.500000 Penalty: 1049.797974
	Iteration 70Q: 3 clusters Score -5890470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -5890507.500000 Penalty: 1049.797974
	Iteration 71Q: 3 clusters Score -5890508 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 100256 members 
Entering Unmasked Estep 
Score: -5890542.000000 Penalty: 1049.797974
	Iteration 72Q: 3 clusters Score -5890542 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 100334 members 
Entering Unmasked Estep 
Score: -5890578.000000 Penalty: 1049.797974
	Iteration 73Q: 3 clusters Score -5890578 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
Score: -5890604.000000 Penalty: 1049.797974
	Iteration 74Q: 3 clusters Score -5890604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 100453 members 
Entering Unmasked Estep 
Score: -5890628.500000 Penalty: 1049.797974
	Iteration 75Q: 3 clusters Score -5890628 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -5890620.500000 Penalty: 1049.797974
	Iteration 76Q: 3 clusters Score -5890620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 100584 members 
Entering Unmasked Estep 
Score: -5890637.500000 Penalty: 1049.797974
	Iteration 77Q: 3 clusters Score -5890638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 100651 members 
Entering Unmasked Estep 
Score: -5890685.000000 Penalty: 1049.797974
	Iteration 78Q: 3 clusters Score -5890685 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 100710 members 
Entering Unmasked Estep 
Score: -5890721.500000 Penalty: 1049.797974
	Iteration 79Q: 3 clusters Score -5890722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -5890739.000000 Penalty: 1049.797974
	Iteration 80F: 3 clusters Score -5890739 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 100801 members 
Entering Unmasked Estep 
Score: -5890766.500000 Penalty: 1049.797974
	Iteration 81Q: 3 clusters Score -5890766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 100840 members 
Entering Unmasked Estep 
Score: -5890781.000000 Penalty: 1049.797974
	Iteration 82Q: 3 clusters Score -5890781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 100867 members 
Entering Unmasked Estep 
Score: -5890790.000000 Penalty: 1049.797974
	Iteration 83Q: 3 clusters Score -5890790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 100896 members 
Entering Unmasked Estep 
Score: -5890808.500000 Penalty: 1049.797974
	Iteration 84Q: 3 clusters Score -5890808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 100927 members 
Entering Unmasked Estep 
Score: -5890818.500000 Penalty: 1049.797974
	Iteration 85Q: 3 clusters Score -5890818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -5890816.000000 Penalty: 1049.797974
	Iteration 86Q: 3 clusters Score -5890816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 100971 members 
Entering Unmasked Estep 
Score: -5890829.500000 Penalty: 1049.797974
	Iteration 87Q: 3 clusters Score -5890830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 100993 members 
Entering Unmasked Estep 
Score: -5890833.500000 Penalty: 1049.797974
	Iteration 88Q: 3 clusters Score -5890834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -5890839.500000 Penalty: 1049.797974
	Iteration 89Q: 3 clusters Score -5890840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 101028 members 
Entering Unmasked Estep 
Score: -5890854.000000 Penalty: 1049.797974
	Iteration 90Q: 3 clusters Score -5890854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 101051 members 
Entering Unmasked Estep 
Score: -5890862.000000 Penalty: 1049.797974
	Iteration 91Q: 3 clusters Score -5890862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -5890861.000000 Penalty: 1049.797974
	Iteration 92Q: 3 clusters Score -5890861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 101087 members 
Entering Unmasked Estep 
Score: -5890868.500000 Penalty: 1049.797974
	Iteration 93Q: 3 clusters Score -5890868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 101102 members 
Entering Unmasked Estep 
Score: -5890869.500000 Penalty: 1049.797974
	Iteration 94Q: 3 clusters Score -5890870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 101115 members 
Entering Unmasked Estep 
Score: -5890881.000000 Penalty: 1049.797974
	Iteration 95Q: 3 clusters Score -5890881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 101132 members 
Entering Unmasked Estep 
Score: -5890882.500000 Penalty: 1049.797974
	Iteration 96Q: 3 clusters Score -5890882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 101147 members 
Entering Unmasked Estep 
Score: -5890884.500000 Penalty: 1049.797974
	Iteration 97Q: 3 clusters Score -5890884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 101160 members 
Entering Unmasked Estep 
Score: -5890893.000000 Penalty: 1049.797974
	Iteration 98Q: 3 clusters Score -5890893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -5890888.500000 Penalty: 1049.797974
	Iteration 99Q: 3 clusters Score -5890888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 101185 members 
Entering Unmasked Estep 
Score: -5890888.500000 Penalty: 1049.797974
	Iteration 100F: 3 clusters Score -5890888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 101187 members 
Entering Unmasked Estep 
Score: -5890889.500000 Penalty: 1049.797974
	Iteration 101Q: 3 clusters Score -5890890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 101192 members 
Entering Unmasked Estep 
Score: -5890899.500000 Penalty: 1049.797974
	Iteration 102Q: 3 clusters Score -5890900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -5890907.500000 Penalty: 1049.797974
	Iteration 103Q: 3 clusters Score -5890908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -5890904.500000 Penalty: 1049.797974
	Iteration 104Q: 3 clusters Score -5890904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 101212 members 
Entering Unmasked Estep 
Score: -5890907.000000 Penalty: 1049.797974
	Iteration 105Q: 3 clusters Score -5890907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -5890915.500000 Penalty: 1049.797974
	Iteration 106Q: 3 clusters Score -5890916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -5890922.000000 Penalty: 1049.797974
	Iteration 107Q: 3 clusters Score -5890922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 101242 members 
Entering Unmasked Estep 
Score: -5890927.500000 Penalty: 1049.797974
	Iteration 108Q: 3 clusters Score -5890928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 101249 members 
Entering Unmasked Estep 
Score: -5890929.500000 Penalty: 1049.797974
	Iteration 109Q: 3 clusters Score -5890930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -5890923.000000 Penalty: 1049.797974
	Iteration 110Q: 3 clusters Score -5890923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 101275 members 
Entering Unmasked Estep 
Score: -5890929.500000 Penalty: 1049.797974
	Iteration 111Q: 3 clusters Score -5890930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 101286 members 
Entering Unmasked Estep 
Score: -5890934.000000 Penalty: 1049.797974
	Iteration 112Q: 3 clusters Score -5890934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 101293 members 
Entering Unmasked Estep 
Score: -5890936.000000 Penalty: 1049.797974
	Iteration 113Q: 3 clusters Score -5890936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 101299 members 
Entering Unmasked Estep 
Score: -5890941.500000 Penalty: 1049.797974
	Iteration 114Q: 3 clusters Score -5890942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 101306 members 
Entering Unmasked Estep 
Score: -5890941.000000 Penalty: 1049.797974
	Iteration 115Q: 3 clusters Score -5890941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 101312 members 
Entering Unmasked Estep 
Score: -5890945.000000 Penalty: 1049.797974
	Iteration 116Q: 3 clusters Score -5890945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -5890951.500000 Penalty: 1049.797974
	Iteration 117Q: 3 clusters Score -5890952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -5890951.500000 Penalty: 1049.797974
	Iteration 118F: 3 clusters Score -5890952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -51710.878906 Penalty: 314.393768
	Iteration 0F: 2 clusters Score -51710.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -50864.910156 Penalty: 628.787537
	Iteration 0F: 3 clusters Score -50864.91 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -51099.699219 Penalty: 628.787537
	Iteration 1F: 3 clusters Score -51099.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -51166.277344 Penalty: 628.787537
	Iteration 2F: 3 clusters Score -51166.28 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -51224.023438 Penalty: 628.787537
	Iteration 3F: 3 clusters Score -51224.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -51265.246094 Penalty: 628.787537
	Iteration 4F: 3 clusters Score -51265.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -51308.921875 Penalty: 628.787537
	Iteration 5Q: 3 clusters Score -51308.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -51340.917969 Penalty: 628.787537
	Iteration 6Q: 3 clusters Score -51340.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -51371.984375 Penalty: 628.787537
	Iteration 7Q: 3 clusters Score -51371.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -51396.945312 Penalty: 628.787537
	Iteration 8Q: 3 clusters Score -51396.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -51421.769531 Penalty: 628.787537
	Iteration 9Q: 3 clusters Score -51421.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -51437.007812 Penalty: 628.787537
	Iteration 10Q: 3 clusters Score -51437.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -51447.121094 Penalty: 628.787537
	Iteration 11Q: 3 clusters Score -51447.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -51455.492188 Penalty: 628.787537
	Iteration 12Q: 3 clusters Score -51455.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -51462.769531 Penalty: 628.787537
	Iteration 13Q: 3 clusters Score -51462.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -51470.246094 Penalty: 628.787537
	Iteration 14Q: 3 clusters Score -51470.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -51480.156250 Penalty: 628.787537
	Iteration 15Q: 3 clusters Score -51480.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -51493.085938 Penalty: 628.787537
	Iteration 16Q: 3 clusters Score -51493.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -51500.265625 Penalty: 628.787537
	Iteration 17Q: 3 clusters Score -51500.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -51503.867188 Penalty: 628.787537
	Iteration 18Q: 3 clusters Score -51503.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -51506.035156 Penalty: 628.787537
	Iteration 19Q: 3 clusters Score -51506.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -51508.628906 Penalty: 628.787537
	Iteration 20F: 3 clusters Score -51508.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -51511.507812 Penalty: 628.787537
	Iteration 21Q: 3 clusters Score -51511.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -51513.093750 Penalty: 628.787537
	Iteration 22Q: 3 clusters Score -51513.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -51514.589844 Penalty: 628.787537
	Iteration 23Q: 3 clusters Score -51514.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -51515.054688 Penalty: 628.787537
	Iteration 24Q: 3 clusters Score -51515.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -51516.121094 Penalty: 628.787537
	Iteration 25Q: 3 clusters Score -51516.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -51518.332031 Penalty: 628.787537
	Iteration 26Q: 3 clusters Score -51518.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -51520.062500 Penalty: 628.787537
	Iteration 27Q: 3 clusters Score -51520.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -51520.882812 Penalty: 628.787537
	Iteration 28Q: 3 clusters Score -51520.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -51521.093750 Penalty: 628.787537
	Iteration 29Q: 3 clusters Score -51521.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -51521.859375 Penalty: 628.787537
	Iteration 30Q: 3 clusters Score -51521.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -51521.859375 Penalty: 628.787537
	Iteration 31F: 3 clusters Score -51521.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -24324.894531 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -24324.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23885.597656 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -23885.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24024.701172 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -24024.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24056.708984 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -24056.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24085.910156 Penalty: 556.546143
	Iteration 3F: 3 clusters Score -24085.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24107.919922 Penalty: 556.546143
	Iteration 4Q: 3 clusters Score -24107.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24124.638672 Penalty: 556.546143
	Iteration 5Q: 3 clusters Score -24124.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24142.255859 Penalty: 556.546143
	Iteration 6Q: 3 clusters Score -24142.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24154.998047 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -24155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24168.314453 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -24168.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24186.001953 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -24186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24202.542969 Penalty: 556.546143
	Iteration 10Q: 3 clusters Score -24202.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24219.421875 Penalty: 556.546143
	Iteration 11Q: 3 clusters Score -24219.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24226.992188 Penalty: 556.546143
	Iteration 12Q: 3 clusters Score -24226.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24232.794922 Penalty: 556.546143
	Iteration 13Q: 3 clusters Score -24232.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24239.341797 Penalty: 556.546143
	Iteration 14Q: 3 clusters Score -24239.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24241.189453 Penalty: 556.546143
	Iteration 15Q: 3 clusters Score -24241.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24241.273438 Penalty: 556.546143
	Iteration 16Q: 3 clusters Score -24241.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24241.273438 Penalty: 556.546143
	Iteration 17F: 3 clusters Score -24241.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -6436.810059 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -6436.81 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 74 members 
Entering Unmasked Estep 
Score: -6174.602051 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -6174.602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6240.301270 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -6240.301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6264.765625 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -6264.766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6275.960449 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -6275.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6293.278809 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -6293.279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6295.256348 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -6295.256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6299.583496 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -6299.583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6306.418457 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -6306.418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6306.418457 Penalty: 464.641052
	Iteration 8F: 3 clusters Score -6306.418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -20392.929688 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -20392.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19979.613281 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -19979.61 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20347.718750 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -20347.72 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20451.339844 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -20451.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20477.876953 Penalty: 564.246338
	Iteration 3F: 3 clusters Score -20477.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20498.169922 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -20498.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20514.531250 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -20514.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20525.671875 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -20525.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20534.347656 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -20534.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20536.597656 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -20536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20536.912109 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -20536.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20536.912109 Penalty: 564.246338
	Iteration 10F: 3 clusters Score -20536.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 159 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37328 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2173 members 
Mstep: Class 39 contains 94 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 880 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 792 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 172 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 114 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 105 members 
Mstep: Class 57 contains 248 members 
Entering Unmasked Estep 
Score: -10141332.000000 Penalty: 31505.738281
Splitting cluster 26 changes total score from -10141417.000000 to -10141332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -36154.421875 Penalty: 296.554047
	Iteration 0F: 2 clusters Score -36154.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -35549.710938 Penalty: 593.108093
	Iteration 0F: 3 clusters Score -35549.71 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -35786.093750 Penalty: 593.108093
	Iteration 1F: 3 clusters Score -35786.09 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -35877.203125 Penalty: 593.108093
	Iteration 2F: 3 clusters Score -35877.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35909.613281 Penalty: 593.108093
	Iteration 3F: 3 clusters Score -35909.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35936.339844 Penalty: 593.108093
	Iteration 4Q: 3 clusters Score -35936.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35953.058594 Penalty: 593.108093
	Iteration 5Q: 3 clusters Score -35953.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35965.656250 Penalty: 593.108093
	Iteration 6Q: 3 clusters Score -35965.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35977.214844 Penalty: 593.108093
	Iteration 7Q: 3 clusters Score -35977.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -35996.683594 Penalty: 593.108093
	Iteration 8Q: 3 clusters Score -35996.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36019.093750 Penalty: 593.108093
	Iteration 9Q: 3 clusters Score -36019.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36036.390625 Penalty: 593.108093
	Iteration 10Q: 3 clusters Score -36036.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36048.699219 Penalty: 593.108093
	Iteration 11Q: 3 clusters Score -36048.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36063.445312 Penalty: 593.108093
	Iteration 12Q: 3 clusters Score -36063.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36072.617188 Penalty: 593.108093
	Iteration 13Q: 3 clusters Score -36072.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36085.277344 Penalty: 593.108093
	Iteration 14Q: 3 clusters Score -36085.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36105.828125 Penalty: 593.108093
	Iteration 15Q: 3 clusters Score -36105.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36137.277344 Penalty: 593.108093
	Iteration 16Q: 3 clusters Score -36137.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36161.062500 Penalty: 593.108093
	Iteration 17Q: 3 clusters Score -36161.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36168.664062 Penalty: 593.108093
	Iteration 18Q: 3 clusters Score -36168.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36175.957031 Penalty: 593.108093
	Iteration 19Q: 3 clusters Score -36175.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36184.453125 Penalty: 593.108093
	Iteration 20F: 3 clusters Score -36184.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36188.937500 Penalty: 593.108093
	Iteration 21Q: 3 clusters Score -36188.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36190.539062 Penalty: 593.108093
	Iteration 22Q: 3 clusters Score -36190.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36190.539062 Penalty: 593.108093
	Iteration 23F: 3 clusters Score -36190.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 159 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37328 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 535 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2173 members 
Mstep: Class 39 contains 94 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 880 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 792 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 172 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 114 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 105 members 
Mstep: Class 57 contains 142 members 
Entering Unmasked Estep 
Score: -10141236.000000 Penalty: 31505.738281
Splitting cluster 27 changes total score from -10141417.000000 to -10141236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -116150.562500 Penalty: 350.548431
	Iteration 0F: 2 clusters Score -116150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -114586.515625 Penalty: 701.096863
	Iteration 0F: 3 clusters Score -114586.5 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -115050.320312 Penalty: 701.096863
	Iteration 1F: 3 clusters Score -115050.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -115154.203125 Penalty: 701.096863
	Iteration 2F: 3 clusters Score -115154.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -115246.507812 Penalty: 701.096863
	Iteration 3F: 3 clusters Score -115246.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -115308.789062 Penalty: 701.096863
	Iteration 4F: 3 clusters Score -115308.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -115367.320312 Penalty: 701.096863
	Iteration 5Q: 3 clusters Score -115367.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -115429.468750 Penalty: 701.096863
	Iteration 6Q: 3 clusters Score -115429.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -115490.328125 Penalty: 701.096863
	Iteration 7Q: 3 clusters Score -115490.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -115535.703125 Penalty: 701.096863
	Iteration 8Q: 3 clusters Score -115535.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -115569.390625 Penalty: 701.096863
	Iteration 9Q: 3 clusters Score -115569.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -115596.906250 Penalty: 701.096863
	Iteration 10Q: 3 clusters Score -115596.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -115616.445312 Penalty: 701.096863
	Iteration 11Q: 3 clusters Score -115616.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -115632.265625 Penalty: 701.096863
	Iteration 12Q: 3 clusters Score -115632.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -115641.875000 Penalty: 701.096863
	Iteration 13Q: 3 clusters Score -115641.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -115651.640625 Penalty: 701.096863
	Iteration 14Q: 3 clusters Score -115651.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -115659.070312 Penalty: 701.096863
	Iteration 15Q: 3 clusters Score -115659.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -115668.015625 Penalty: 701.096863
	Iteration 16Q: 3 clusters Score -115668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -115673.421875 Penalty: 701.096863
	Iteration 17Q: 3 clusters Score -115673.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -115682.226562 Penalty: 701.096863
	Iteration 18Q: 3 clusters Score -115682.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -115693.664062 Penalty: 701.096863
	Iteration 19Q: 3 clusters Score -115693.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -115703.921875 Penalty: 701.096863
	Iteration 20F: 3 clusters Score -115703.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -115714.820312 Penalty: 701.096863
	Iteration 21Q: 3 clusters Score -115714.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -115730.140625 Penalty: 701.096863
	Iteration 22Q: 3 clusters Score -115730.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -115745.687500 Penalty: 701.096863
	Iteration 23Q: 3 clusters Score -115745.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -115758.851562 Penalty: 701.096863
	Iteration 24Q: 3 clusters Score -115758.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -115764.664062 Penalty: 701.096863
	Iteration 25Q: 3 clusters Score -115764.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -115769.421875 Penalty: 701.096863
	Iteration 26Q: 3 clusters Score -115769.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -115777.039062 Penalty: 701.096863
	Iteration 27Q: 3 clusters Score -115777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -115781.976562 Penalty: 701.096863
	Iteration 28Q: 3 clusters Score -115782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -115784.726562 Penalty: 701.096863
	Iteration 29Q: 3 clusters Score -115784.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -115788.328125 Penalty: 701.096863
	Iteration 30Q: 3 clusters Score -115788.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -115792.632812 Penalty: 701.096863
	Iteration 31Q: 3 clusters Score -115792.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -115795.531250 Penalty: 701.096863
	Iteration 32Q: 3 clusters Score -115795.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -115800.187500 Penalty: 701.096863
	Iteration 33Q: 3 clusters Score -115800.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -115806.835938 Penalty: 701.096863
	Iteration 34Q: 3 clusters Score -115806.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -115811.375000 Penalty: 701.096863
	Iteration 35Q: 3 clusters Score -115811.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -115814.898438 Penalty: 701.096863
	Iteration 36Q: 3 clusters Score -115814.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -115819.500000 Penalty: 701.096863
	Iteration 37Q: 3 clusters Score -115819.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -115822.132812 Penalty: 701.096863
	Iteration 38Q: 3 clusters Score -115822.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -115823.687500 Penalty: 701.096863
	Iteration 39Q: 3 clusters Score -115823.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -115824.671875 Penalty: 701.096863
	Iteration 40F: 3 clusters Score -115824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -115826.007812 Penalty: 701.096863
	Iteration 41Q: 3 clusters Score -115826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -115826.523438 Penalty: 701.096863
	Iteration 42Q: 3 clusters Score -115826.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -115826.492188 Penalty: 701.096863
	Iteration 43Q: 3 clusters Score -115826.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -115827.679688 Penalty: 701.096863
	Iteration 44Q: 3 clusters Score -115827.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -115828.312500 Penalty: 701.096863
	Iteration 45Q: 3 clusters Score -115828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -115828.750000 Penalty: 701.096863
	Iteration 46Q: 3 clusters Score -115828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -115828.750000 Penalty: 701.096863
	Iteration 47F: 3 clusters Score -115828.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -8527.098633 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -8527.099 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 81 members 
Entering Unmasked Estep 
Score: -8282.319336 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8282.319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8373.423828 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8373.424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8411.335938 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8411.336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8418.831055 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8418.831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8423.052734 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8423.053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8424.179688 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8424.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8425.674805 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -8425.675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8425.674805 Penalty: 464.087830
	Iteration 7F: 3 clusters Score -8425.675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -8673.863281 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -8673.863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8432.468750 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -8432.469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8562.751953 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -8562.752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8601.371094 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -8601.371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8607.918945 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -8607.919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8626.824219 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -8626.824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8629.130859 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -8629.131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8629.130859 Penalty: 468.421997
	Iteration 6F: 3 clusters Score -8629.131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -46538.929688 Penalty: 309.660370
	Iteration 0F: 2 clusters Score -46538.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -45796.429688 Penalty: 619.320740
	Iteration 0F: 3 clusters Score -45796.43 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -46064.835938 Penalty: 619.320740
	Iteration 1F: 3 clusters Score -46064.84 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -46132.757812 Penalty: 619.320740
	Iteration 2F: 3 clusters Score -46132.76 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -46182.898438 Penalty: 619.320740
	Iteration 3F: 3 clusters Score -46182.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -46212.476562 Penalty: 619.320740
	Iteration 4Q: 3 clusters Score -46212.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -46225.933594 Penalty: 619.320740
	Iteration 5Q: 3 clusters Score -46225.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -46242.058594 Penalty: 619.320740
	Iteration 6Q: 3 clusters Score -46242.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -46248.945312 Penalty: 619.320740
	Iteration 7Q: 3 clusters Score -46248.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -46256.207031 Penalty: 619.320740
	Iteration 8Q: 3 clusters Score -46256.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -46267.894531 Penalty: 619.320740
	Iteration 9Q: 3 clusters Score -46267.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -46277.859375 Penalty: 619.320740
	Iteration 10Q: 3 clusters Score -46277.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -46285.050781 Penalty: 619.320740
	Iteration 11Q: 3 clusters Score -46285.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -46291.726562 Penalty: 619.320740
	Iteration 12Q: 3 clusters Score -46291.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -46300.562500 Penalty: 619.320740
	Iteration 13Q: 3 clusters Score -46300.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -46312.472656 Penalty: 619.320740
	Iteration 14Q: 3 clusters Score -46312.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -46318.125000 Penalty: 619.320740
	Iteration 15Q: 3 clusters Score -46318.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -46321.781250 Penalty: 619.320740
	Iteration 16Q: 3 clusters Score -46321.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -46324.214844 Penalty: 619.320740
	Iteration 17Q: 3 clusters Score -46324.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -46327.601562 Penalty: 619.320740
	Iteration 18Q: 3 clusters Score -46327.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -46332.496094 Penalty: 619.320740
	Iteration 19Q: 3 clusters Score -46332.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -46337.859375 Penalty: 619.320740
	Iteration 20F: 3 clusters Score -46337.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -46341.945312 Penalty: 619.320740
	Iteration 21Q: 3 clusters Score -46341.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -46346.187500 Penalty: 619.320740
	Iteration 22Q: 3 clusters Score -46346.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -46348.250000 Penalty: 619.320740
	Iteration 23Q: 3 clusters Score -46348.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -46348.812500 Penalty: 619.320740
	Iteration 24Q: 3 clusters Score -46348.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -46349.441406 Penalty: 619.320740
	Iteration 25Q: 3 clusters Score -46349.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -46349.582031 Penalty: 619.320740
	Iteration 26Q: 3 clusters Score -46349.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -46349.582031 Penalty: 619.320740
	Iteration 27F: 3 clusters Score -46349.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9511.459961 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9511.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9229.219727 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -9229.22 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9310.075195 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9310.075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9331.291016 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9331.291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9333.680664 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -9333.681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9334.328125 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9334.328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9334.328125 Penalty: 484.836731
	Iteration 5F: 3 clusters Score -9334.328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -18443.115234 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -18443.12 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 187 members 
Entering Unmasked Estep 
Score: -18075.232422 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -18075.23 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18233.769531 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -18233.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18280.714844 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -18280.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18313.000000 Penalty: 540.794739
	Iteration 3F: 3 clusters Score -18313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18331.808594 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -18331.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18358.058594 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -18358.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18379.478516 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -18379.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18399.703125 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -18399.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18408.544922 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -18408.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18415.998047 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -18416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18421.255859 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -18421.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18423.156250 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -18423.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18425.097656 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -18425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18425.097656 Penalty: 540.794739
	Iteration 13F: 3 clusters Score -18425.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Entering Unmasked Estep 
Score: -383100.406250 Penalty: 403.997009
	Iteration 0F: 2 clusters Score -383100.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -378283.531250 Penalty: 807.994019
	Iteration 0F: 3 clusters Score -378283.5 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -380301.031250 Penalty: 807.994019
	Iteration 1F: 3 clusters Score -380301 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -380742.531250 Penalty: 807.994019
	Iteration 2F: 3 clusters Score -380742.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -381216.312500 Penalty: 807.994019
	Iteration 3F: 3 clusters Score -381216.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -381675.375000 Penalty: 807.994019
	Iteration 4F: 3 clusters Score -381675.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -382018.437500 Penalty: 807.994019
	Iteration 5F: 3 clusters Score -382018.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -382228.500000 Penalty: 807.994019
	Iteration 6Q: 3 clusters Score -382228.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -382379.718750 Penalty: 807.994019
	Iteration 7Q: 3 clusters Score -382379.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -382517.718750 Penalty: 807.994019
	Iteration 8Q: 3 clusters Score -382517.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -382635.187500 Penalty: 807.994019
	Iteration 9Q: 3 clusters Score -382635.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -382740.625000 Penalty: 807.994019
	Iteration 10Q: 3 clusters Score -382740.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -382806.906250 Penalty: 807.994019
	Iteration 11Q: 3 clusters Score -382806.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -382846.156250 Penalty: 807.994019
	Iteration 12Q: 3 clusters Score -382846.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -382879.812500 Penalty: 807.994019
	Iteration 13Q: 3 clusters Score -382879.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -382906.406250 Penalty: 807.994019
	Iteration 14Q: 3 clusters Score -382906.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -382924.437500 Penalty: 807.994019
	Iteration 15Q: 3 clusters Score -382924.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -382934.593750 Penalty: 807.994019
	Iteration 16Q: 3 clusters Score -382934.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -382940.218750 Penalty: 807.994019
	Iteration 17Q: 3 clusters Score -382940.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -382944.906250 Penalty: 807.994019
	Iteration 18Q: 3 clusters Score -382944.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -382948.593750 Penalty: 807.994019
	Iteration 19Q: 3 clusters Score -382948.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -382951.718750 Penalty: 807.994019
	Iteration 20F: 3 clusters Score -382951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -382954.750000 Penalty: 807.994019
	Iteration 21Q: 3 clusters Score -382954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -382955.968750 Penalty: 807.994019
	Iteration 22Q: 3 clusters Score -382956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -382956.250000 Penalty: 807.994019
	Iteration 23Q: 3 clusters Score -382956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -382956.781250 Penalty: 807.994019
	Iteration 24Q: 3 clusters Score -382956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -382956.687500 Penalty: 807.994019
	Iteration 25Q: 3 clusters Score -382956.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -382957.593750 Penalty: 807.994019
	Iteration 26Q: 3 clusters Score -382957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -382957.812500 Penalty: 807.994019
	Iteration 27Q: 3 clusters Score -382957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -382957.812500 Penalty: 807.994019
	Iteration 28F: 3 clusters Score -382957.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -7975.226074 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -7975.226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7722.021973 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -7722.022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7784.823730 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -7784.824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7803.622070 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -7803.622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7814.856445 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -7814.856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7817.327148 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -7817.327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7818.528320 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -7818.528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7819.944824 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -7819.945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7820.937012 Penalty: 465.190857
	Iteration 7Q: 3 clusters Score -7820.937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7820.937012 Penalty: 465.190857
	Iteration 8F: 3 clusters Score -7820.937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -30915.779297 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -30915.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -30324.292969 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -30324.29 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30516.283203 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -30516.28 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -30608.058594 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -30608.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -30639.269531 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -30639.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -30655.798828 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -30655.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -30670.125000 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -30670.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30676.240234 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -30676.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30691.662109 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -30691.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30705.683594 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -30705.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30717.382812 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -30717.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30722.937500 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -30722.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30724.269531 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -30724.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30725.103516 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -30725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30725.849609 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -30725.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30727.019531 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -30727.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30727.687500 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -30727.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30728.830078 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -30728.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30734.089844 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -30734.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30738.591797 Penalty: 592.162231
	Iteration 18Q: 3 clusters Score -30738.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30742.183594 Penalty: 592.162231
	Iteration 19Q: 3 clusters Score -30742.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30742.740234 Penalty: 592.162231
	Iteration 20F: 3 clusters Score -30742.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30743.423828 Penalty: 592.162231
	Iteration 21Q: 3 clusters Score -30743.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30743.695312 Penalty: 592.162231
	Iteration 22Q: 3 clusters Score -30743.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30743.908203 Penalty: 592.162231
	Iteration 23Q: 3 clusters Score -30743.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30745.066406 Penalty: 592.162231
	Iteration 24Q: 3 clusters Score -30745.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30747.615234 Penalty: 592.162231
	Iteration 25Q: 3 clusters Score -30747.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30749.126953 Penalty: 592.162231
	Iteration 26Q: 3 clusters Score -30749.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30750.285156 Penalty: 592.162231
	Iteration 27Q: 3 clusters Score -30750.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30750.285156 Penalty: 592.162231
	Iteration 28F: 3 clusters Score -30750.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -44165.484375 Penalty: 301.756073
	Iteration 0F: 2 clusters Score -44165.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -43501.085938 Penalty: 603.512146
	Iteration 0F: 3 clusters Score -43501.09 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -43683.546875 Penalty: 603.512146
	Iteration 1F: 3 clusters Score -43683.55 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -43750.066406 Penalty: 603.512146
	Iteration 2F: 3 clusters Score -43750.07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -43800.394531 Penalty: 603.512146
	Iteration 3F: 3 clusters Score -43800.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -43824.410156 Penalty: 603.512146
	Iteration 4F: 3 clusters Score -43824.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -43845.929688 Penalty: 603.512146
	Iteration 5Q: 3 clusters Score -43845.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43863.949219 Penalty: 603.512146
	Iteration 6Q: 3 clusters Score -43863.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43874.429688 Penalty: 603.512146
	Iteration 7Q: 3 clusters Score -43874.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -43880.820312 Penalty: 603.512146
	Iteration 8Q: 3 clusters Score -43880.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43884.171875 Penalty: 603.512146
	Iteration 9Q: 3 clusters Score -43884.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43886.859375 Penalty: 603.512146
	Iteration 10Q: 3 clusters Score -43886.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43887.621094 Penalty: 603.512146
	Iteration 11Q: 3 clusters Score -43887.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43887.722656 Penalty: 603.512146
	Iteration 12Q: 3 clusters Score -43887.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43887.722656 Penalty: 603.512146
	Iteration 13F: 3 clusters Score -43887.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -114440.687500 Penalty: 349.615814
	Iteration 0F: 2 clusters Score -114440.7 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 1117 members 
Entering Unmasked Estep 
Score: -112917.898438 Penalty: 699.231628
	Iteration 0F: 3 clusters Score -112917.9 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -113673.914062 Penalty: 699.231628
	Iteration 1F: 3 clusters Score -113673.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -113791.312500 Penalty: 699.231628
	Iteration 2F: 3 clusters Score -113791.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -113865.796875 Penalty: 699.231628
	Iteration 3F: 3 clusters Score -113865.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -113937.664062 Penalty: 699.231628
	Iteration 4Q: 3 clusters Score -113937.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -113998.554688 Penalty: 699.231628
	Iteration 5Q: 3 clusters Score -113998.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -114071.781250 Penalty: 699.231628
	Iteration 6Q: 3 clusters Score -114071.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -114124.687500 Penalty: 699.231628
	Iteration 7Q: 3 clusters Score -114124.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -114175.421875 Penalty: 699.231628
	Iteration 8Q: 3 clusters Score -114175.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -114252.601562 Penalty: 699.231628
	Iteration 9Q: 3 clusters Score -114252.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -114304.687500 Penalty: 699.231628
	Iteration 10Q: 3 clusters Score -114304.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -114347.460938 Penalty: 699.231628
	Iteration 11Q: 3 clusters Score -114347.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -114383.187500 Penalty: 699.231628
	Iteration 12Q: 3 clusters Score -114383.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -114422.023438 Penalty: 699.231628
	Iteration 13Q: 3 clusters Score -114422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -114485.492188 Penalty: 699.231628
	Iteration 14Q: 3 clusters Score -114485.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -114574.460938 Penalty: 699.231628
	Iteration 15Q: 3 clusters Score -114574.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -114606.007812 Penalty: 699.231628
	Iteration 16Q: 3 clusters Score -114606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -114618.828125 Penalty: 699.231628
	Iteration 17Q: 3 clusters Score -114618.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -114623.304688 Penalty: 699.231628
	Iteration 18Q: 3 clusters Score -114623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -114623.304688 Penalty: 699.231628
	Iteration 19F: 3 clusters Score -114623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 159 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37328 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 349 members 
Mstep: Class 39 contains 94 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 880 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 792 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 172 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 114 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 105 members 
Mstep: Class 57 contains 1824 members 
Entering Unmasked Estep 
Score: -10141443.000000 Penalty: 31505.738281
Splitting cluster 38 changes total score from -10141417.000000 to -10141443.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 39 (94 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Entering Unmasked Estep 
Score: -3732.258545 Penalty: 206.719925
	Iteration 0F: 2 clusters Score -3732.259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3539.768066 Penalty: 413.439850
	Iteration 0F: 3 clusters Score -3539.768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3580.331787 Penalty: 413.439850
	Iteration 1F: 3 clusters Score -3580.332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3600.453613 Penalty: 413.439850
	Iteration 2F: 3 clusters Score -3600.454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3633.271729 Penalty: 413.439850
	Iteration 3Q: 3 clusters Score -3633.272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3640.075195 Penalty: 413.439850
	Iteration 4Q: 3 clusters Score -3640.075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -3644.365234 Penalty: 413.439850
	Iteration 5Q: 3 clusters Score -3644.365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3655.354248 Penalty: 413.439850
	Iteration 6Q: 3 clusters Score -3655.354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3661.981689 Penalty: 413.439850
	Iteration 7Q: 3 clusters Score -3661.982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3661.981689 Penalty: 413.439850
	Iteration 8F: 3 clusters Score -3661.982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -32484.437500 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -32484.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31925.310547 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -31925.31 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32117.103516 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -32117.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32186.615234 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -32186.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32213.480469 Penalty: 581.968811
	Iteration 3F: 3 clusters Score -32213.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32234.951172 Penalty: 581.968811
	Iteration 4Q: 3 clusters Score -32234.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32249.445312 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -32249.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32256.892578 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -32256.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32271.761719 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -32271.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32288.566406 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -32288.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32303.824219 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -32303.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32316.986328 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -32316.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32323.890625 Penalty: 581.968811
	Iteration 11Q: 3 clusters Score -32323.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32331.544922 Penalty: 581.968811
	Iteration 12Q: 3 clusters Score -32331.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32338.109375 Penalty: 581.968811
	Iteration 13Q: 3 clusters Score -32338.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32342.560547 Penalty: 581.968811
	Iteration 14Q: 3 clusters Score -32342.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32352.458984 Penalty: 581.968811
	Iteration 15Q: 3 clusters Score -32352.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32356.654297 Penalty: 581.968811
	Iteration 16Q: 3 clusters Score -32356.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32357.972656 Penalty: 581.968811
	Iteration 17Q: 3 clusters Score -32357.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32363.519531 Penalty: 581.968811
	Iteration 18Q: 3 clusters Score -32363.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32364.832031 Penalty: 581.968811
	Iteration 19Q: 3 clusters Score -32364.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32364.832031 Penalty: 581.968811
	Iteration 20F: 3 clusters Score -32364.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -7959.531738 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -7959.532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7665.749512 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -7665.75 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7721.782227 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -7721.782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7736.912109 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -7736.912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7742.312012 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -7742.312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7743.705078 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -7743.705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7746.231445 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -7746.231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7749.783203 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -7749.783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7750.555176 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -7750.555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7751.594727 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -7751.595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7751.962891 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -7751.963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7753.523926 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -7753.524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7754.874512 Penalty: 492.052612
	Iteration 11Q: 3 clusters Score -7754.875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7757.168945 Penalty: 492.052612
	Iteration 12Q: 3 clusters Score -7757.169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7760.840332 Penalty: 492.052612
	Iteration 13Q: 3 clusters Score -7760.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7761.673828 Penalty: 492.052612
	Iteration 14Q: 3 clusters Score -7761.674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7761.880859 Penalty: 492.052612
	Iteration 15Q: 3 clusters Score -7761.881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7762.032227 Penalty: 492.052612
	Iteration 16Q: 3 clusters Score -7762.032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7762.287598 Penalty: 492.052612
	Iteration 17Q: 3 clusters Score -7762.288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7762.533691 Penalty: 492.052612
	Iteration 18Q: 3 clusters Score -7762.534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7762.907227 Penalty: 492.052612
	Iteration 19Q: 3 clusters Score -7762.907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7762.907227 Penalty: 492.052612
	Iteration 20F: 3 clusters Score -7762.907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -22603.720703 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -22603.72 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 211 members 
Entering Unmasked Estep 
Score: -22156.150391 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -22156.15 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22295.421875 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -22295.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22362.248047 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -22362.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22419.554688 Penalty: 546.802002
	Iteration 3F: 3 clusters Score -22419.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22473.339844 Penalty: 546.802002
	Iteration 4F: 3 clusters Score -22473.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22527.378906 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -22527.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22578.693359 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -22578.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22598.570312 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -22598.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22607.308594 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -22607.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22616.238281 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -22616.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22619.820312 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -22619.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22628.085938 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -22628.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22637.664062 Penalty: 546.802002
	Iteration 12Q: 3 clusters Score -22637.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22637.664062 Penalty: 546.802002
	Iteration 13F: 3 clusters Score -22637.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 159 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37328 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 349 members 
Mstep: Class 39 contains 94 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 159 members 
Mstep: Class 43 contains 880 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 792 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 172 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 114 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 105 members 
Mstep: Class 57 contains 1824 members 
Mstep: Class 58 contains 248 members 
Entering Unmasked Estep 
Score: -10141201.000000 Penalty: 32058.470703
Splitting cluster 42 changes total score from -10141417.000000 to -10141201.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -45718.414062 Penalty: 308.486450
	Iteration 0F: 2 clusters Score -45718.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -45033.996094 Penalty: 616.972900
	Iteration 0F: 3 clusters Score -45034 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -45438.546875 Penalty: 616.972900
	Iteration 1F: 3 clusters Score -45438.55 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -45650.597656 Penalty: 616.972900
	Iteration 2F: 3 clusters Score -45650.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -45885.472656 Penalty: 616.972900
	Iteration 3F: 3 clusters Score -45885.47 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -46008.945312 Penalty: 616.972900
	Iteration 4F: 3 clusters Score -46008.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -46081.863281 Penalty: 616.972900
	Iteration 5F: 3 clusters Score -46081.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -46171.914062 Penalty: 616.972900
	Iteration 6Q: 3 clusters Score -46171.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -46188.507812 Penalty: 616.972900
	Iteration 7Q: 3 clusters Score -46188.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -46217.539062 Penalty: 616.972900
	Iteration 8Q: 3 clusters Score -46217.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -46242.199219 Penalty: 616.972900
	Iteration 9Q: 3 clusters Score -46242.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -46262.339844 Penalty: 616.972900
	Iteration 10Q: 3 clusters Score -46262.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -46268.101562 Penalty: 616.972900
	Iteration 11Q: 3 clusters Score -46268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -46269.207031 Penalty: 616.972900
	Iteration 12Q: 3 clusters Score -46269.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -46272.199219 Penalty: 616.972900
	Iteration 13Q: 3 clusters Score -46272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -46273.871094 Penalty: 616.972900
	Iteration 14Q: 3 clusters Score -46273.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -46275.910156 Penalty: 616.972900
	Iteration 15Q: 3 clusters Score -46275.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -46276.792969 Penalty: 616.972900
	Iteration 16Q: 3 clusters Score -46276.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -46277.031250 Penalty: 616.972900
	Iteration 17Q: 3 clusters Score -46277.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -46277.898438 Penalty: 616.972900
	Iteration 18F: 3 clusters Score -46277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -46279.437500 Penalty: 616.972900
	Iteration 19Q: 3 clusters Score -46279.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -46279.636719 Penalty: 616.972900
	Iteration 20F: 3 clusters Score -46279.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 159 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37328 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 349 members 
Mstep: Class 39 contains 94 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 377 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 792 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 172 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 114 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 105 members 
Mstep: Class 57 contains 1824 members 
Mstep: Class 58 contains 503 members 
Entering Unmasked Estep 
Score: -10141763.000000 Penalty: 32058.470703
Splitting cluster 43 changes total score from -10141417.000000 to -10141763.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 44 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -14924.681641 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -14924.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14584.110352 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -14584.11 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14741.916016 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -14741.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14825.819336 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -14825.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14890.099609 Penalty: 515.012878
	Iteration 3Q: 3 clusters Score -14890.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14929.375977 Penalty: 515.012878
	Iteration 4F: 3 clusters Score -14929.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14942.926758 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -14942.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14955.099609 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -14955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14963.723633 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -14963.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14977.216797 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -14977.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14983.395508 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -14983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14987.875977 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -14987.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15001.025391 Penalty: 515.012878
	Iteration 11Q: 3 clusters Score -15001.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15004.359375 Penalty: 515.012878
	Iteration 12Q: 3 clusters Score -15004.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15004.359375 Penalty: 515.012878
	Iteration 13F: 3 clusters Score -15004.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 159 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37328 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 349 members 
Mstep: Class 39 contains 94 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 377 members 
Mstep: Class 44 contains 93 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 792 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 172 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 114 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 105 members 
Mstep: Class 57 contains 1824 members 
Mstep: Class 58 contains 503 members 
Mstep: Class 59 contains 194 members 
Entering Unmasked Estep 
Score: -10141542.000000 Penalty: 32611.203125
Splitting cluster 44 changes total score from -10141417.000000 to -10141542.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 45 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -55063.132812 Penalty: 316.436066
	Iteration 0F: 2 clusters Score -55063.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -54232.628906 Penalty: 632.872131
	Iteration 0F: 3 clusters Score -54232.63 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -54501.890625 Penalty: 632.872131
	Iteration 1F: 3 clusters Score -54501.89 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -54594.597656 Penalty: 632.872131
	Iteration 2F: 3 clusters Score -54594.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -54670.582031 Penalty: 632.872131
	Iteration 3F: 3 clusters Score -54670.58 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54728.167969 Penalty: 632.872131
	Iteration 4F: 3 clusters Score -54728.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54767.105469 Penalty: 632.872131
	Iteration 5Q: 3 clusters Score -54767.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -54786.296875 Penalty: 632.872131
	Iteration 6Q: 3 clusters Score -54786.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54803.847656 Penalty: 632.872131
	Iteration 7Q: 3 clusters Score -54803.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54816.062500 Penalty: 632.872131
	Iteration 8Q: 3 clusters Score -54816.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54821.578125 Penalty: 632.872131
	Iteration 9Q: 3 clusters Score -54821.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54829.988281 Penalty: 632.872131
	Iteration 10Q: 3 clusters Score -54829.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54837.160156 Penalty: 632.872131
	Iteration 11Q: 3 clusters Score -54837.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54848.589844 Penalty: 632.872131
	Iteration 12Q: 3 clusters Score -54848.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54859.035156 Penalty: 632.872131
	Iteration 13Q: 3 clusters Score -54859.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54866.593750 Penalty: 632.872131
	Iteration 14Q: 3 clusters Score -54866.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54876.582031 Penalty: 632.872131
	Iteration 15Q: 3 clusters Score -54876.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54882.613281 Penalty: 632.872131
	Iteration 16Q: 3 clusters Score -54882.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54888.394531 Penalty: 632.872131
	Iteration 17Q: 3 clusters Score -54888.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54897.097656 Penalty: 632.872131
	Iteration 18Q: 3 clusters Score -54897.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54904.859375 Penalty: 632.872131
	Iteration 19Q: 3 clusters Score -54904.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54911.277344 Penalty: 632.872131
	Iteration 20F: 3 clusters Score -54911.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54924.535156 Penalty: 632.872131
	Iteration 21Q: 3 clusters Score -54924.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54935.757812 Penalty: 632.872131
	Iteration 22Q: 3 clusters Score -54935.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54942.117188 Penalty: 632.872131
	Iteration 23Q: 3 clusters Score -54942.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54943.175781 Penalty: 632.872131
	Iteration 24Q: 3 clusters Score -54943.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54944.515625 Penalty: 632.872131
	Iteration 25Q: 3 clusters Score -54944.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54944.515625 Penalty: 632.872131
	Iteration 26F: 3 clusters Score -54944.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -9500.165039 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -9500.165 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 102 members 
Entering Unmasked Estep 
Score: -9238.171875 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9238.172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9327.646484 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9327.646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9394.169922 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9394.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9417.946289 Penalty: 479.842987
	Iteration 3F: 3 clusters Score -9417.946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9426.353516 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9426.354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9434.537109 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -9434.537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9452.047852 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -9452.048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9466.901367 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -9466.901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9474.108398 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -9474.108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9474.108398 Penalty: 479.842987
	Iteration 9F: 3 clusters Score -9474.108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Entering Unmasked Estep 
Score: -181561.234375 Penalty: 365.942841
	Iteration 0F: 2 clusters Score -181561.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -179456.921875 Penalty: 731.885681
	Iteration 0F: 3 clusters Score -179456.9 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -180170.328125 Penalty: 731.885681
	Iteration 1F: 3 clusters Score -180170.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -180313.359375 Penalty: 731.885681
	Iteration 2F: 3 clusters Score -180313.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -180449.015625 Penalty: 731.885681
	Iteration 3F: 3 clusters Score -180449 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -180558.234375 Penalty: 731.885681
	Iteration 4Q: 3 clusters Score -180558.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -180685.437500 Penalty: 731.885681
	Iteration 5F: 3 clusters Score -180685.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -180783.015625 Penalty: 731.885681
	Iteration 6Q: 3 clusters Score -180783 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -180856.500000 Penalty: 731.885681
	Iteration 7Q: 3 clusters Score -180856.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -180919.750000 Penalty: 731.885681
	Iteration 8Q: 3 clusters Score -180919.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -180966.390625 Penalty: 731.885681
	Iteration 9Q: 3 clusters Score -180966.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -181007.984375 Penalty: 731.885681
	Iteration 10Q: 3 clusters Score -181008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -181043.328125 Penalty: 731.885681
	Iteration 11Q: 3 clusters Score -181043.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -181078.375000 Penalty: 731.885681
	Iteration 12Q: 3 clusters Score -181078.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -181106.625000 Penalty: 731.885681
	Iteration 13Q: 3 clusters Score -181106.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -181125.656250 Penalty: 731.885681
	Iteration 14Q: 3 clusters Score -181125.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -181140.359375 Penalty: 731.885681
	Iteration 15Q: 3 clusters Score -181140.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -181154.968750 Penalty: 731.885681
	Iteration 16Q: 3 clusters Score -181155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -181163.859375 Penalty: 731.885681
	Iteration 17Q: 3 clusters Score -181163.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -181170.906250 Penalty: 731.885681
	Iteration 18Q: 3 clusters Score -181170.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -181176.687500 Penalty: 731.885681
	Iteration 19Q: 3 clusters Score -181176.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -181179.546875 Penalty: 731.885681
	Iteration 20F: 3 clusters Score -181179.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -181180.953125 Penalty: 731.885681
	Iteration 21Q: 3 clusters Score -181181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -181181.625000 Penalty: 731.885681
	Iteration 22Q: 3 clusters Score -181181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -181181.734375 Penalty: 731.885681
	Iteration 23Q: 3 clusters Score -181181.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -181182.078125 Penalty: 731.885681
	Iteration 24Q: 3 clusters Score -181182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -181182.468750 Penalty: 731.885681
	Iteration 25Q: 3 clusters Score -181182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -181182.593750 Penalty: 731.885681
	Iteration 26Q: 3 clusters Score -181182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -181182.828125 Penalty: 731.885681
	Iteration 27Q: 3 clusters Score -181182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -181182.828125 Penalty: 731.885681
	Iteration 28F: 3 clusters Score -181182.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -41590.992188 Penalty: 303.692535
	Iteration 0F: 2 clusters Score -41590.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -40910.968750 Penalty: 607.385071
	Iteration 0F: 3 clusters Score -40910.97 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -41158.585938 Penalty: 607.385071
	Iteration 1F: 3 clusters Score -41158.59 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -41247.636719 Penalty: 607.385071
	Iteration 2F: 3 clusters Score -41247.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -41307.296875 Penalty: 607.385071
	Iteration 3F: 3 clusters Score -41307.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -41350.363281 Penalty: 607.385071
	Iteration 4F: 3 clusters Score -41350.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -41385.234375 Penalty: 607.385071
	Iteration 5F: 3 clusters Score -41385.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -41410.812500 Penalty: 607.385071
	Iteration 6Q: 3 clusters Score -41410.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -41431.113281 Penalty: 607.385071
	Iteration 7Q: 3 clusters Score -41431.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -41445.367188 Penalty: 607.385071
	Iteration 8Q: 3 clusters Score -41445.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -41456.152344 Penalty: 607.385071
	Iteration 9Q: 3 clusters Score -41456.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -41462.832031 Penalty: 607.385071
	Iteration 10Q: 3 clusters Score -41462.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -41466.628906 Penalty: 607.385071
	Iteration 11Q: 3 clusters Score -41466.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -41467.625000 Penalty: 607.385071
	Iteration 12Q: 3 clusters Score -41467.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -41474.578125 Penalty: 607.385071
	Iteration 13Q: 3 clusters Score -41474.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -41478.511719 Penalty: 607.385071
	Iteration 14Q: 3 clusters Score -41478.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -41481.425781 Penalty: 607.385071
	Iteration 15Q: 3 clusters Score -41481.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -41482.441406 Penalty: 607.385071
	Iteration 16Q: 3 clusters Score -41482.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -41484.066406 Penalty: 607.385071
	Iteration 17Q: 3 clusters Score -41484.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -41486.113281 Penalty: 607.385071
	Iteration 18Q: 3 clusters Score -41486.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -41487.257812 Penalty: 607.385071
	Iteration 19Q: 3 clusters Score -41487.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -41488.468750 Penalty: 607.385071
	Iteration 20F: 3 clusters Score -41488.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -41489.523438 Penalty: 607.385071
	Iteration 21Q: 3 clusters Score -41489.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -41490.046875 Penalty: 607.385071
	Iteration 22Q: 3 clusters Score -41490.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -41490.292969 Penalty: 607.385071
	Iteration 23Q: 3 clusters Score -41490.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -41490.292969 Penalty: 607.385071
	Iteration 24F: 3 clusters Score -41490.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -17329.679688 Penalty: 263.720612
	Iteration 0F: 2 clusters Score -17329.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16940.603516 Penalty: 527.441223
	Iteration 0F: 3 clusters Score -16940.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17053.574219 Penalty: 527.441223
	Iteration 1F: 3 clusters Score -17053.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17142.636719 Penalty: 527.441223
	Iteration 2F: 3 clusters Score -17142.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17213.001953 Penalty: 527.441223
	Iteration 3F: 3 clusters Score -17213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17229.533203 Penalty: 527.441223
	Iteration 4Q: 3 clusters Score -17229.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17240.484375 Penalty: 527.441223
	Iteration 5Q: 3 clusters Score -17240.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17258.660156 Penalty: 527.441223
	Iteration 6Q: 3 clusters Score -17258.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17277.314453 Penalty: 527.441223
	Iteration 7Q: 3 clusters Score -17277.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17281.667969 Penalty: 527.441223
	Iteration 8Q: 3 clusters Score -17281.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17281.667969 Penalty: 527.441223
	Iteration 9F: 3 clusters Score -17281.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -8663.986328 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -8663.986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8404.708984 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -8404.709 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8490.974609 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -8490.975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8509.074219 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -8509.074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8514.530273 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -8514.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8518.177734 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -8518.178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8519.877930 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -8519.878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8521.359375 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -8521.359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8521.359375 Penalty: 468.421997
	Iteration 7F: 3 clusters Score -8521.359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8116.500488 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8116.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7863.738281 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7863.738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7930.360352 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7930.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7982.552734 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7982.553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8008.709473 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -8008.709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8040.121582 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8040.122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8049.466797 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8049.467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8066.274902 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8066.275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8072.301270 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -8072.301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8072.947266 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -8072.947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8076.429199 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -8076.429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8078.681641 Penalty: 454.129395
	Iteration 10Q: 3 clusters Score -8078.682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8088.581055 Penalty: 454.129395
	Iteration 11Q: 3 clusters Score -8088.581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8097.444336 Penalty: 454.129395
	Iteration 12Q: 3 clusters Score -8097.444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8114.965820 Penalty: 454.129395
	Iteration 13Q: 3 clusters Score -8114.966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8143.180664 Penalty: 454.129395
	Iteration 14Q: 3 clusters Score -8143.181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8193.161133 Penalty: 454.129395
	Iteration 15Q: 3 clusters Score -8193.161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8197.442383 Penalty: 454.129395
	Iteration 16Q: 3 clusters Score -8197.442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8199.915039 Penalty: 454.129395
	Iteration 17Q: 3 clusters Score -8199.915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8202.554688 Penalty: 454.129395
	Iteration 18Q: 3 clusters Score -8202.555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8203.930664 Penalty: 454.129395
	Iteration 19F: 3 clusters Score -8203.931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8206.336914 Penalty: 454.129395
	Iteration 20F: 3 clusters Score -8206.337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8210.608398 Penalty: 454.129395
	Iteration 21Q: 3 clusters Score -8210.608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8210.608398 Penalty: 454.129395
	Iteration 22F: 3 clusters Score -8210.608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 159 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37328 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 349 members 
Mstep: Class 39 contains 94 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 377 members 
Mstep: Class 44 contains 93 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 792 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 172 members 
Mstep: Class 51 contains 63 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 114 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 105 members 
Mstep: Class 57 contains 1824 members 
Mstep: Class 58 contains 503 members 
Mstep: Class 59 contains 194 members 
Mstep: Class 60 contains 84 members 
Entering Unmasked Estep 
Score: -10141314.000000 Penalty: 33163.933594
Splitting cluster 51 changes total score from -10141417.000000 to -10141314.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (9089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Entering Unmasked Estep 
Score: -523760.343750 Penalty: 414.724335
	Iteration 0F: 2 clusters Score -523760.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -517656.312500 Penalty: 829.448669
	Iteration 0F: 3 clusters Score -517656.3 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -520261.031250 Penalty: 829.448669
	Iteration 1F: 3 clusters Score -520261 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -520559.062500 Penalty: 829.448669
	Iteration 2F: 3 clusters Score -520559.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -520854.312500 Penalty: 829.448669
	Iteration 3F: 3 clusters Score -520854.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -521126.062500 Penalty: 829.448669
	Iteration 4F: 3 clusters Score -521126.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -521408.156250 Penalty: 829.448669
	Iteration 5F: 3 clusters Score -521408.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -521672.250000 Penalty: 829.448669
	Iteration 6F: 3 clusters Score -521672.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -521897.343750 Penalty: 829.448669
	Iteration 7Q: 3 clusters Score -521897.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -522091.437500 Penalty: 829.448669
	Iteration 8Q: 3 clusters Score -522091.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -522270.187500 Penalty: 829.448669
	Iteration 9Q: 3 clusters Score -522270.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -522420.531250 Penalty: 829.448669
	Iteration 10Q: 3 clusters Score -522420.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -522545.906250 Penalty: 829.448669
	Iteration 11Q: 3 clusters Score -522545.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -522684.750000 Penalty: 829.448669
	Iteration 12Q: 3 clusters Score -522684.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -522829.687500 Penalty: 829.448669
	Iteration 13Q: 3 clusters Score -522829.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -522966.218750 Penalty: 829.448669
	Iteration 14Q: 3 clusters Score -522966.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -523127.156250 Penalty: 829.448669
	Iteration 15Q: 3 clusters Score -523127.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -523273.718750 Penalty: 829.448669
	Iteration 16Q: 3 clusters Score -523273.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -523393.718750 Penalty: 829.448669
	Iteration 17Q: 3 clusters Score -523393.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -523485.218750 Penalty: 829.448669
	Iteration 18Q: 3 clusters Score -523485.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -523531.062500 Penalty: 829.448669
	Iteration 19Q: 3 clusters Score -523531.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -523559.125000 Penalty: 829.448669
	Iteration 20F: 3 clusters Score -523559.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -523583.625000 Penalty: 829.448669
	Iteration 21Q: 3 clusters Score -523583.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -523604.468750 Penalty: 829.448669
	Iteration 22Q: 3 clusters Score -523604.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -523616.687500 Penalty: 829.448669
	Iteration 23Q: 3 clusters Score -523616.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -523639.468750 Penalty: 829.448669
	Iteration 24Q: 3 clusters Score -523639.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -523651.625000 Penalty: 829.448669
	Iteration 25Q: 3 clusters Score -523651.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -523658.531250 Penalty: 829.448669
	Iteration 26Q: 3 clusters Score -523658.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -523659.562500 Penalty: 829.448669
	Iteration 27Q: 3 clusters Score -523659.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -523661.187500 Penalty: 829.448669
	Iteration 28Q: 3 clusters Score -523661.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -523663.843750 Penalty: 829.448669
	Iteration 29Q: 3 clusters Score -523663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -523663.593750 Penalty: 829.448669
	Iteration 30Q: 3 clusters Score -523663.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -523663.562500 Penalty: 829.448669
	Iteration 31Q: 3 clusters Score -523663.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -523664.875000 Penalty: 829.448669
	Iteration 32Q: 3 clusters Score -523664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -523664.468750 Penalty: 829.448669
	Iteration 33Q: 3 clusters Score -523664.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -523665.187500 Penalty: 829.448669
	Iteration 34Q: 3 clusters Score -523665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -523664.250000 Penalty: 829.448669
	Iteration 35Q: 3 clusters Score -523664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -523664.343750 Penalty: 829.448669
	Iteration 36Q: 3 clusters Score -523664.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -523665.000000 Penalty: 829.448669
	Iteration 37Q: 3 clusters Score -523665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -523665.000000 Penalty: 829.448669
	Iteration 38F: 3 clusters Score -523665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -5391.766113 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -5391.766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5217.922852 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -5217.923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5285.503906 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -5285.504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5334.535156 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -5334.535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5363.011719 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -5363.012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5364.971680 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -5364.972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5364.971680 Penalty: 424.372986
	Iteration 5F: 3 clusters Score -5364.972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -4930.488281 Penalty: 215.497025
	Iteration 0F: 2 clusters Score -4930.488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4726.297852 Penalty: 430.994049
	Iteration 0F: 3 clusters Score -4726.298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4780.209473 Penalty: 430.994049
	Iteration 1F: 3 clusters Score -4780.209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4788.020020 Penalty: 430.994049
	Iteration 2F: 3 clusters Score -4788.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4792.541992 Penalty: 430.994049
	Iteration 3Q: 3 clusters Score -4792.542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4792.541992 Penalty: 430.994049
	Iteration 4F: 3 clusters Score -4792.542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -21847.019531 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -21847.02 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 182 members 
Entering Unmasked Estep 
Score: -21438.406250 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -21438.41 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21707.181641 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -21707.18 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21800.248047 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -21800.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21852.720703 Penalty: 542.451477
	Iteration 3F: 3 clusters Score -21852.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21900.193359 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -21900.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21916.623047 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -21916.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21928.980469 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -21928.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21932.998047 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -21933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21941.277344 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -21941.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21948.261719 Penalty: 542.451477
	Iteration 9Q: 3 clusters Score -21948.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21952.501953 Penalty: 542.451477
	Iteration 10Q: 3 clusters Score -21952.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21957.634766 Penalty: 542.451477
	Iteration 11Q: 3 clusters Score -21957.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21967.507812 Penalty: 542.451477
	Iteration 12Q: 3 clusters Score -21967.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21975.763672 Penalty: 542.451477
	Iteration 13Q: 3 clusters Score -21975.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21978.062500 Penalty: 542.451477
	Iteration 14Q: 3 clusters Score -21978.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21978.062500 Penalty: 542.451477
	Iteration 15F: 3 clusters Score -21978.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 159 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37328 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 349 members 
Mstep: Class 39 contains 94 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 377 members 
Mstep: Class 44 contains 93 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 792 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 172 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 114 members 
Mstep: Class 55 contains 299 members 
Mstep: Class 56 contains 105 members 
Mstep: Class 57 contains 1824 members 
Mstep: Class 58 contains 503 members 
Mstep: Class 59 contains 194 members 
Mstep: Class 60 contains 89 members 
Entering Unmasked Estep 
Score: -10141394.000000 Penalty: 33163.933594
Splitting cluster 55 changes total score from -10141417.000000 to -10141394.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -5701.333008 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -5701.333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5504.027344 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -5504.027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5603.303711 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5603.304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5626.343750 Penalty: 423.510376
	Iteration 2F: 3 clusters Score -5626.344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5628.704102 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -5628.704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5630.994141 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -5630.994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5637.014648 Penalty: 423.510376
	Iteration 5Q: 3 clusters Score -5637.015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5649.182129 Penalty: 423.510376
	Iteration 6Q: 3 clusters Score -5649.182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5652.708008 Penalty: 423.510376
	Iteration 7Q: 3 clusters Score -5652.708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5654.299316 Penalty: 423.510376
	Iteration 8Q: 3 clusters Score -5654.299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5655.820312 Penalty: 423.510376
	Iteration 9Q: 3 clusters Score -5655.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5655.820312 Penalty: 423.510376
	Iteration 10F: 3 clusters Score -5655.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 159 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37328 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 349 members 
Mstep: Class 39 contains 94 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 377 members 
Mstep: Class 44 contains 93 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 792 members 
Mstep: Class 49 contains 329 members 
Mstep: Class 50 contains 172 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 114 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141693.000000 Penalty: 32611.203125
Iteration 119Q: 60 clusters Score -1.014169e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 691 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 409 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 158 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 228 members 
Mstep: Class 16 contains 209 members 
Mstep: Class 17 contains 125 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37328 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 495 members 
Mstep: Class 27 contains 676 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 168 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 380 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 366 members 
Mstep: Class 39 contains 98 members 
Mstep: Class 40 contains 600 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 397 members 
Mstep: Class 44 contains 98 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 787 members 
Mstep: Class 49 contains 330 members 
Mstep: Class 50 contains 176 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 112 members 
Mstep: Class 55 contains 392 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1773 members 
Mstep: Class 58 contains 489 members 
Mstep: Class 59 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141834.000000 Penalty: 32611.203125
Iteration 120F: 60 clusters Score -1.014183e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 255 members 
Mstep: Class 3 contains 686 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 157 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 124 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37327 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 495 members 
Mstep: Class 27 contains 672 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 168 members 
Mstep: Class 30 contains 172 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 7181 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 597 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 404 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 779 members 
Mstep: Class 49 contains 332 members 
Mstep: Class 50 contains 182 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9089 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 107 members 
Mstep: Class 55 contains 394 members 
Mstep: Class 56 contains 100 members 
Mstep: Class 57 contains 1779 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142070.000000 Penalty: 32611.203125
Iteration 121Q: 60 clusters Score -1.014207e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 154 members 
Mstep: Class 14 contains 683 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 17 contains 123 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 668 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 168 members 
Mstep: Class 30 contains 171 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 7181 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 106 members 
Mstep: Class 40 contains 591 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 406 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 768 members 
Mstep: Class 49 contains 333 members 
Mstep: Class 50 contains 189 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9088 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 101 members 
Mstep: Class 57 contains 1791 members 
Mstep: Class 58 contains 484 members 
Mstep: Class 59 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142088.000000 Penalty: 32611.203125
Iteration 122Q: 60 clusters Score -1.014209e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 686 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 154 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 168 members 
Mstep: Class 30 contains 170 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7179 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 109 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 409 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 761 members 
Mstep: Class 49 contains 333 members 
Mstep: Class 50 contains 192 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 101 members 
Mstep: Class 57 contains 1795 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142146.000000 Penalty: 32611.203125
Iteration 123Q: 60 clusters Score -1.014215e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 687 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 234 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 168 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 379 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 378 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 585 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 757 members 
Mstep: Class 49 contains 333 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 399 members 
Mstep: Class 56 contains 101 members 
Mstep: Class 57 contains 1799 members 
Mstep: Class 58 contains 488 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142205.000000 Penalty: 32611.203125
Iteration 124Q: 60 clusters Score -1.01422e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 202 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 660 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 168 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 114 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 756 members 
Mstep: Class 49 contains 333 members 
Mstep: Class 50 contains 188 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 398 members 
Mstep: Class 56 contains 101 members 
Mstep: Class 57 contains 1802 members 
Mstep: Class 58 contains 487 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142236.000000 Penalty: 32611.203125
Iteration 125Q: 60 clusters Score -1.014224e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 659 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 168 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 115 members 
Mstep: Class 40 contains 584 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 756 members 
Mstep: Class 49 contains 333 members 
Mstep: Class 50 contains 184 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 399 members 
Mstep: Class 56 contains 101 members 
Mstep: Class 57 contains 1799 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142247.000000 Penalty: 32611.203125
Iteration 126Q: 60 clusters Score -1.014225e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 168 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 907 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 384 members 
Mstep: Class 39 contains 116 members 
Mstep: Class 40 contains 584 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 753 members 
Mstep: Class 49 contains 333 members 
Mstep: Class 50 contains 183 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1795 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142282.000000 Penalty: 32611.203125
Iteration 127Q: 60 clusters Score -1.014228e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 657 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 168 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 907 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 386 members 
Mstep: Class 39 contains 116 members 
Mstep: Class 40 contains 585 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 751 members 
Mstep: Class 49 contains 333 members 
Mstep: Class 50 contains 180 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1780 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142310.000000 Penalty: 32611.203125
Iteration 128Q: 60 clusters Score -1.014231e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 669 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 654 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 168 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 907 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 387 members 
Mstep: Class 39 contains 116 members 
Mstep: Class 40 contains 584 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 409 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 749 members 
Mstep: Class 49 contains 333 members 
Mstep: Class 50 contains 179 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 407 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1772 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142314.000000 Penalty: 32611.203125
Iteration 129Q: 60 clusters Score -1.014231e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 665 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 652 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 168 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 375 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 116 members 
Mstep: Class 40 contains 585 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 745 members 
Mstep: Class 49 contains 333 members 
Mstep: Class 50 contains 179 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1767 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142349.000000 Penalty: 32611.203125
Iteration 130Q: 60 clusters Score -1.014235e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 651 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 168 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 116 members 
Mstep: Class 40 contains 584 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 746 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 178 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 409 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1764 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142340.000000 Penalty: 32611.203125
Iteration 131Q: 60 clusters Score -1.014234e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 652 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 168 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 116 members 
Mstep: Class 40 contains 581 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 743 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 177 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1762 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142360.000000 Penalty: 32611.203125
Iteration 132Q: 60 clusters Score -1.014236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 651 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 167 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 116 members 
Mstep: Class 40 contains 581 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 746 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 177 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1763 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142372.000000 Penalty: 32611.203125
Iteration 133Q: 60 clusters Score -1.014237e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 480 members 
Mstep: Class 27 contains 651 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 167 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 116 members 
Mstep: Class 40 contains 578 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 196 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 751 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 177 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1764 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142368.000000 Penalty: 32611.203125
Iteration 134Q: 60 clusters Score -1.014237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 635 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 234 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 480 members 
Mstep: Class 27 contains 651 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 167 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 116 members 
Mstep: Class 40 contains 577 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 756 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 177 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1763 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142378.000000 Penalty: 32611.203125
Iteration 135Q: 60 clusters Score -1.014238e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 234 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 650 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 167 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 116 members 
Mstep: Class 40 contains 578 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 759 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 177 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1762 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142372.000000 Penalty: 32611.203125
Iteration 136Q: 60 clusters Score -1.014237e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 650 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 116 members 
Mstep: Class 40 contains 577 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 760 members 
Mstep: Class 49 contains 334 members 
Mstep: Class 50 contains 176 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1759 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142367.000000 Penalty: 32611.203125
Iteration 137Q: 60 clusters Score -1.014237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 650 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 116 members 
Mstep: Class 40 contains 578 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 409 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 759 members 
Mstep: Class 49 contains 335 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1758 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142368.000000 Penalty: 32611.203125
Iteration 138Q: 60 clusters Score -1.014237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 650 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 116 members 
Mstep: Class 40 contains 578 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 765 members 
Mstep: Class 49 contains 335 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1754 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142378.000000 Penalty: 32611.203125
Iteration 139Q: 60 clusters Score -1.014238e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 610 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 650 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 116 members 
Mstep: Class 40 contains 578 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 768 members 
Mstep: Class 49 contains 335 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1748 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142397.000000 Penalty: 32611.203125
Iteration 140F: 60 clusters Score -1.01424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 284 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 650 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 395 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 578 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 335 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1742 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142408.000000 Penalty: 32611.203125
Iteration 141Q: 60 clusters Score -1.014241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 606 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 650 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 399 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 578 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 778 members 
Mstep: Class 49 contains 335 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1740 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142425.000000 Penalty: 32611.203125
Iteration 142Q: 60 clusters Score -1.014242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 650 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 169 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 403 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 578 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 792 members 
Mstep: Class 49 contains 335 members 
Mstep: Class 50 contains 174 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1738 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142442.000000 Penalty: 32611.203125
Iteration 143Q: 60 clusters Score -1.014244e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 648 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 405 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 577 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 796 members 
Mstep: Class 49 contains 335 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1736 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142457.000000 Penalty: 32611.203125
Iteration 144Q: 60 clusters Score -1.014246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 253 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 682 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 648 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 908 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 577 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 407 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 800 members 
Mstep: Class 49 contains 335 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1736 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142477.000000 Penalty: 32611.203125
Iteration 145Q: 60 clusters Score -1.014248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 682 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 648 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 909 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 576 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 812 members 
Mstep: Class 49 contains 335 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1734 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142487.000000 Penalty: 32611.203125
Iteration 146Q: 60 clusters Score -1.014249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 647 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 909 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 574 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 820 members 
Mstep: Class 49 contains 335 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1732 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142480.000000 Penalty: 32611.203125
Iteration 147Q: 60 clusters Score -1.014248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 645 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 572 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 826 members 
Mstep: Class 49 contains 336 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1732 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142481.000000 Penalty: 32611.203125
Iteration 148Q: 60 clusters Score -1.014248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 602 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 682 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 196 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 830 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1730 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142501.000000 Penalty: 32611.203125
Iteration 149Q: 60 clusters Score -1.01425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 601 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 831 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1729 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142509.000000 Penalty: 32611.203125
Iteration 150Q: 60 clusters Score -1.014251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 598 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 911 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 832 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1726 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142500.000000 Penalty: 32611.203125
Iteration 151Q: 60 clusters Score -1.01425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 682 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 911 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 833 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1723 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142508.000000 Penalty: 32611.203125
Iteration 152Q: 60 clusters Score -1.014251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 594 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 683 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 912 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 833 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1719 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142515.000000 Penalty: 32611.203125
Iteration 153Q: 60 clusters Score -1.014252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 912 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 835 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1717 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142510.000000 Penalty: 32611.203125
Iteration 154Q: 60 clusters Score -1.014251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 914 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 838 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1717 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142507.000000 Penalty: 32611.203125
Iteration 155Q: 60 clusters Score -1.014251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 914 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 838 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1718 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142509.000000 Penalty: 32611.203125
Iteration 156Q: 60 clusters Score -1.014251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 914 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 572 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 839 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1717 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142509.000000 Penalty: 32611.203125
Iteration 157Q: 60 clusters Score -1.014251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 914 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 372 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 572 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 842 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142507.000000 Penalty: 32611.203125
Iteration 158Q: 60 clusters Score -1.014251e+07 nChanged 5
Entering ConstructFrom: 
Score: -10142507.000000 Penalty: 32611.203125
Entering ConstructFrom: 
Trying to split cluster 1 (4862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Entering Unmasked Estep 
Score: -255927.781250 Penalty: 386.258850
	Iteration 0F: 2 clusters Score -255927.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -252670.750000 Penalty: 772.517700
	Iteration 0F: 3 clusters Score -252670.8 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -254133.296875 Penalty: 772.517700
	Iteration 1F: 3 clusters Score -254133.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -254344.093750 Penalty: 772.517700
	Iteration 2F: 3 clusters Score -254344.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -254475.156250 Penalty: 772.517700
	Iteration 3F: 3 clusters Score -254475.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -254580.515625 Penalty: 772.517700
	Iteration 4Q: 3 clusters Score -254580.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -254675.281250 Penalty: 772.517700
	Iteration 5Q: 3 clusters Score -254675.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -254777.750000 Penalty: 772.517700
	Iteration 6Q: 3 clusters Score -254777.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -254895.687500 Penalty: 772.517700
	Iteration 7Q: 3 clusters Score -254895.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -254984.531250 Penalty: 772.517700
	Iteration 8Q: 3 clusters Score -254984.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -255051.062500 Penalty: 772.517700
	Iteration 9Q: 3 clusters Score -255051.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -255120.453125 Penalty: 772.517700
	Iteration 10Q: 3 clusters Score -255120.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -255172.531250 Penalty: 772.517700
	Iteration 11Q: 3 clusters Score -255172.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -255216.046875 Penalty: 772.517700
	Iteration 12Q: 3 clusters Score -255216 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -255248.421875 Penalty: 772.517700
	Iteration 13Q: 3 clusters Score -255248.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -255277.828125 Penalty: 772.517700
	Iteration 14Q: 3 clusters Score -255277.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -255299.078125 Penalty: 772.517700
	Iteration 15Q: 3 clusters Score -255299.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -255311.625000 Penalty: 772.517700
	Iteration 16Q: 3 clusters Score -255311.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -255318.078125 Penalty: 772.517700
	Iteration 17Q: 3 clusters Score -255318.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -255324.531250 Penalty: 772.517700
	Iteration 18Q: 3 clusters Score -255324.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -255330.281250 Penalty: 772.517700
	Iteration 19Q: 3 clusters Score -255330.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -255335.953125 Penalty: 772.517700
	Iteration 20F: 3 clusters Score -255336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -255343.781250 Penalty: 772.517700
	Iteration 21Q: 3 clusters Score -255343.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -255350.703125 Penalty: 772.517700
	Iteration 22Q: 3 clusters Score -255350.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -255358.093750 Penalty: 772.517700
	Iteration 23Q: 3 clusters Score -255358.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -255369.312500 Penalty: 772.517700
	Iteration 24Q: 3 clusters Score -255369.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -255383.828125 Penalty: 772.517700
	Iteration 25Q: 3 clusters Score -255383.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -255399.531250 Penalty: 772.517700
	Iteration 26Q: 3 clusters Score -255399.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -255414.000000 Penalty: 772.517700
	Iteration 27Q: 3 clusters Score -255414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -255425.718750 Penalty: 772.517700
	Iteration 28Q: 3 clusters Score -255425.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -255436.093750 Penalty: 772.517700
	Iteration 29Q: 3 clusters Score -255436.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -255448.031250 Penalty: 772.517700
	Iteration 30Q: 3 clusters Score -255448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -255462.546875 Penalty: 772.517700
	Iteration 31Q: 3 clusters Score -255462.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -255473.562500 Penalty: 772.517700
	Iteration 32Q: 3 clusters Score -255473.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -255487.406250 Penalty: 772.517700
	Iteration 33Q: 3 clusters Score -255487.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -255499.140625 Penalty: 772.517700
	Iteration 34Q: 3 clusters Score -255499.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -255507.031250 Penalty: 772.517700
	Iteration 35Q: 3 clusters Score -255507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -255518.109375 Penalty: 772.517700
	Iteration 36Q: 3 clusters Score -255518.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -255532.531250 Penalty: 772.517700
	Iteration 37Q: 3 clusters Score -255532.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -255548.078125 Penalty: 772.517700
	Iteration 38Q: 3 clusters Score -255548.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -255570.781250 Penalty: 772.517700
	Iteration 39Q: 3 clusters Score -255570.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -255611.109375 Penalty: 772.517700
	Iteration 40F: 3 clusters Score -255611.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -255648.718750 Penalty: 772.517700
	Iteration 41Q: 3 clusters Score -255648.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -255676.109375 Penalty: 772.517700
	Iteration 42Q: 3 clusters Score -255676.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -255695.046875 Penalty: 772.517700
	Iteration 43Q: 3 clusters Score -255695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -255709.296875 Penalty: 772.517700
	Iteration 44Q: 3 clusters Score -255709.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -255725.312500 Penalty: 772.517700
	Iteration 45Q: 3 clusters Score -255725.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -255731.796875 Penalty: 772.517700
	Iteration 46Q: 3 clusters Score -255731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -255733.281250 Penalty: 772.517700
	Iteration 47Q: 3 clusters Score -255733.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -255733.281250 Penalty: 772.517700
	Iteration 48F: 3 clusters Score -255733.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -7180.741211 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -7180.741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6863.823242 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -6863.823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6960.743164 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -6960.743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7006.905762 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -7006.906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7038.349609 Penalty: 504.611145
	Iteration 3F: 3 clusters Score -7038.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7049.498047 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -7049.498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7061.255371 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -7061.255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7083.089844 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -7083.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7092.468262 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -7092.468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7093.707031 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -7093.707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7093.972656 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -7093.973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7093.972656 Penalty: 504.611145
	Iteration 10F: 3 clusters Score -7093.973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -31395.642578 Penalty: 290.449554
	Iteration 0F: 2 clusters Score -31395.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -30858.685547 Penalty: 580.899109
	Iteration 0F: 3 clusters Score -30858.69 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31176.732422 Penalty: 580.899109
	Iteration 1F: 3 clusters Score -31176.73 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -31322.769531 Penalty: 580.899109
	Iteration 2F: 3 clusters Score -31322.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31385.310547 Penalty: 580.899109
	Iteration 3F: 3 clusters Score -31385.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31429.607422 Penalty: 580.899109
	Iteration 4Q: 3 clusters Score -31429.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31458.875000 Penalty: 580.899109
	Iteration 5Q: 3 clusters Score -31458.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31466.947266 Penalty: 580.899109
	Iteration 6Q: 3 clusters Score -31466.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31467.593750 Penalty: 580.899109
	Iteration 7Q: 3 clusters Score -31467.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31469.255859 Penalty: 580.899109
	Iteration 8Q: 3 clusters Score -31469.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31469.568359 Penalty: 580.899109
	Iteration 9Q: 3 clusters Score -31469.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31469.886719 Penalty: 580.899109
	Iteration 10Q: 3 clusters Score -31469.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31469.886719 Penalty: 580.899109
	Iteration 11F: 3 clusters Score -31469.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 310 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 915 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 846 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 282 members 
Entering Unmasked Estep 
Score: -10142307.000000 Penalty: 33163.933594
Splitting cluster 3 changes total score from -10142507.000000 to -10142307.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -56991.167969 Penalty: 314.348358
	Iteration 0F: 2 clusters Score -56991.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -56160.902344 Penalty: 628.696716
	Iteration 0F: 3 clusters Score -56160.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -56460.269531 Penalty: 628.696716
	Iteration 1F: 3 clusters Score -56460.27 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -56527.812500 Penalty: 628.696716
	Iteration 2F: 3 clusters Score -56527.81 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -56562.507812 Penalty: 628.696716
	Iteration 3F: 3 clusters Score -56562.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -56593.890625 Penalty: 628.696716
	Iteration 4Q: 3 clusters Score -56593.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -56608.656250 Penalty: 628.696716
	Iteration 5Q: 3 clusters Score -56608.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -56621.667969 Penalty: 628.696716
	Iteration 6Q: 3 clusters Score -56621.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -56637.167969 Penalty: 628.696716
	Iteration 7Q: 3 clusters Score -56637.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -56652.480469 Penalty: 628.696716
	Iteration 8Q: 3 clusters Score -56652.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -56666.046875 Penalty: 628.696716
	Iteration 9Q: 3 clusters Score -56666.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -56674.636719 Penalty: 628.696716
	Iteration 10Q: 3 clusters Score -56674.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -56682.777344 Penalty: 628.696716
	Iteration 11Q: 3 clusters Score -56682.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -56691.414062 Penalty: 628.696716
	Iteration 12Q: 3 clusters Score -56691.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -56708.226562 Penalty: 628.696716
	Iteration 13Q: 3 clusters Score -56708.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -56727.054688 Penalty: 628.696716
	Iteration 14Q: 3 clusters Score -56727.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -56755.121094 Penalty: 628.696716
	Iteration 15Q: 3 clusters Score -56755.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -56778.707031 Penalty: 628.696716
	Iteration 16Q: 3 clusters Score -56778.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -56802.046875 Penalty: 628.696716
	Iteration 17Q: 3 clusters Score -56802.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -56822.113281 Penalty: 628.696716
	Iteration 18Q: 3 clusters Score -56822.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -56848.593750 Penalty: 628.696716
	Iteration 19Q: 3 clusters Score -56848.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -56871.398438 Penalty: 628.696716
	Iteration 20F: 3 clusters Score -56871.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -56881.941406 Penalty: 628.696716
	Iteration 21Q: 3 clusters Score -56881.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -56885.500000 Penalty: 628.696716
	Iteration 22Q: 3 clusters Score -56885.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -56889.750000 Penalty: 628.696716
	Iteration 23Q: 3 clusters Score -56889.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -56893.566406 Penalty: 628.696716
	Iteration 24Q: 3 clusters Score -56893.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -56894.695312 Penalty: 628.696716
	Iteration 25Q: 3 clusters Score -56894.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -56896.003906 Penalty: 628.696716
	Iteration 26Q: 3 clusters Score -56896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -56896.472656 Penalty: 628.696716
	Iteration 27Q: 3 clusters Score -56896.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -56897.183594 Penalty: 628.696716
	Iteration 28Q: 3 clusters Score -56897.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -56897.535156 Penalty: 628.696716
	Iteration 29Q: 3 clusters Score -56897.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -56897.535156 Penalty: 628.696716
	Iteration 30F: 3 clusters Score -56897.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -14849.237305 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -14849.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14396.012695 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -14396.01 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14532.503906 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -14532.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -14596.398438 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -14596.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14677.367188 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -14677.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14711.265625 Penalty: 563.504944
	Iteration 4F: 3 clusters Score -14711.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -14732.551758 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -14732.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14753.073242 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -14753.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14764.721680 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -14764.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -14768.137695 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -14768.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14774.874023 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -14774.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14778.630859 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -14778.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14782.073242 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -14782.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14787.706055 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -14787.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14788.500000 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -14788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -14788.873047 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -14788.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -14789.213867 Penalty: 563.504944
	Iteration 15Q: 3 clusters Score -14789.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -14790.677734 Penalty: 563.504944
	Iteration 16Q: 3 clusters Score -14790.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14791.196289 Penalty: 563.504944
	Iteration 17Q: 3 clusters Score -14791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14792.045898 Penalty: 563.504944
	Iteration 18Q: 3 clusters Score -14792.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14792.214844 Penalty: 563.504944
	Iteration 19Q: 3 clusters Score -14792.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -14792.331055 Penalty: 563.504944
	Iteration 20F: 3 clusters Score -14792.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -40594.015625 Penalty: 300.355957
	Iteration 0F: 2 clusters Score -40594.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -39938.417969 Penalty: 600.711914
	Iteration 0F: 3 clusters Score -39938.42 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -40099.847656 Penalty: 600.711914
	Iteration 1F: 3 clusters Score -40099.85 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40128.898438 Penalty: 600.711914
	Iteration 2F: 3 clusters Score -40128.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40146.281250 Penalty: 600.711914
	Iteration 3Q: 3 clusters Score -40146.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40158.941406 Penalty: 600.711914
	Iteration 4Q: 3 clusters Score -40158.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40164.738281 Penalty: 600.711914
	Iteration 5Q: 3 clusters Score -40164.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -40172.445312 Penalty: 600.711914
	Iteration 6Q: 3 clusters Score -40172.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40178.167969 Penalty: 600.711914
	Iteration 7Q: 3 clusters Score -40178.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -40180.003906 Penalty: 600.711914
	Iteration 8Q: 3 clusters Score -40180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40180.660156 Penalty: 600.711914
	Iteration 9Q: 3 clusters Score -40180.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -40181.128906 Penalty: 600.711914
	Iteration 10Q: 3 clusters Score -40181.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -40181.128906 Penalty: 600.711914
	Iteration 11F: 3 clusters Score -40181.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -11667.813477 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -11667.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11352.534180 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -11352.53 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11433.162109 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -11433.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11479.499023 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -11479.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11502.397461 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -11502.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11504.433594 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -11504.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11506.208984 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -11506.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11506.921875 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -11506.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11506.921875 Penalty: 497.208710
	Iteration 7F: 3 clusters Score -11506.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -8159.845215 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -8159.845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7913.533203 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -7913.533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7975.277832 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -7975.278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7993.584961 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -7993.585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8004.050781 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -8004.051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8016.296387 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -8016.296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8029.747070 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -8029.747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8041.213379 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -8041.213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8043.134766 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -8043.135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8044.745117 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -8044.745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8044.745117 Penalty: 472.052094
	Iteration 9F: 3 clusters Score -8044.745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -22386.869141 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -22386.87 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 207 members 
Entering Unmasked Estep 
Score: -21954.312500 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -21954.31 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22084.021484 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -22084.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22149.066406 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -22149.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22183.785156 Penalty: 546.802002
	Iteration 3F: 3 clusters Score -22183.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22224.158203 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -22224.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22259.972656 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -22259.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22313.046875 Penalty: 546.802002
	Iteration 6F: 3 clusters Score -22313.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22336.798828 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -22336.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22367.443359 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -22367.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22386.529297 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -22386.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22392.890625 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -22392.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22397.564453 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -22397.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22398.394531 Penalty: 546.802002
	Iteration 12Q: 3 clusters Score -22398.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22398.394531 Penalty: 546.802002
	Iteration 13F: 3 clusters Score -22398.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 915 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 846 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 156 members 
Entering Unmasked Estep 
Score: -10142242.000000 Penalty: 33163.933594
Splitting cluster 9 changes total score from -10142507.000000 to -10142242.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -11877.235352 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11877.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11587.667969 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -11587.67 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11719.319336 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -11719.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11760.576172 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -11760.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11792.177734 Penalty: 495.260010
	Iteration 3F: 3 clusters Score -11792.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11804.736328 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11804.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11813.341797 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11813.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11820.944336 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11820.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11824.923828 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -11824.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11829.674805 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -11829.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11835.815430 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -11835.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11835.815430 Penalty: 495.260010
	Iteration 10F: 3 clusters Score -11835.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12617.467773 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12617.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12290.016602 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -12290.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12365.332031 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12365.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12379.333008 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -12379.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12388.195312 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -12388.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12393.717773 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -12393.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12395.043945 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -12395.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12398.107422 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -12398.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12398.699219 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -12398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12399.222656 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -12399.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12399.222656 Penalty: 503.538452
	Iteration 9F: 3 clusters Score -12399.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14671.355469 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14671.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14341.271484 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14341.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14442.591797 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14442.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14489.492188 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14489.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14511.467773 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -14511.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14526.357422 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14526.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14527.898438 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14529.083984 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14529.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14530.411133 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14530.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14530.411133 Penalty: 506.371338
	Iteration 8F: 3 clusters Score -14530.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -8009.537598 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -8009.538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7756.385254 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -7756.385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7835.795410 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -7835.795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7876.078125 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -7876.078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7891.446289 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -7891.446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7900.547852 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -7900.548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7915.155762 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -7915.156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7957.690430 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -7957.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7983.504395 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -7983.504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8005.384766 Penalty: 459.536926
	Iteration 8Q: 3 clusters Score -8005.385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8022.893555 Penalty: 459.536926
	Iteration 9Q: 3 clusters Score -8022.894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8023.978516 Penalty: 459.536926
	Iteration 10F: 3 clusters Score -8023.979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8032.427246 Penalty: 459.536926
	Iteration 11Q: 3 clusters Score -8032.427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8032.427246 Penalty: 459.536926
	Iteration 12F: 3 clusters Score -8032.427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 71 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 915 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 846 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 85 members 
Entering Unmasked Estep 
Score: -10142204.000000 Penalty: 33163.933594
Splitting cluster 13 changes total score from -10142507.000000 to -10142204.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -32863.027344 Penalty: 297.022095
	Iteration 0F: 2 clusters Score -32863.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -32250.804688 Penalty: 594.044189
	Iteration 0F: 3 clusters Score -32250.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32512.191406 Penalty: 594.044189
	Iteration 1F: 3 clusters Score -32512.19 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -32604.724609 Penalty: 594.044189
	Iteration 2F: 3 clusters Score -32604.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -32655.132812 Penalty: 594.044189
	Iteration 3F: 3 clusters Score -32655.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32677.388672 Penalty: 594.044189
	Iteration 4Q: 3 clusters Score -32677.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -32696.914062 Penalty: 594.044189
	Iteration 5Q: 3 clusters Score -32696.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32722.287109 Penalty: 594.044189
	Iteration 6Q: 3 clusters Score -32722.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32741.238281 Penalty: 594.044189
	Iteration 7Q: 3 clusters Score -32741.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32751.126953 Penalty: 594.044189
	Iteration 8Q: 3 clusters Score -32751.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32757.843750 Penalty: 594.044189
	Iteration 9Q: 3 clusters Score -32757.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32769.417969 Penalty: 594.044189
	Iteration 10Q: 3 clusters Score -32769.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32775.210938 Penalty: 594.044189
	Iteration 11Q: 3 clusters Score -32775.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32780.363281 Penalty: 594.044189
	Iteration 12Q: 3 clusters Score -32780.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32783.195312 Penalty: 594.044189
	Iteration 13Q: 3 clusters Score -32783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32783.195312 Penalty: 594.044189
	Iteration 14F: 3 clusters Score -32783.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -4328.006348 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -4328.006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4035.899902 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -4035.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4132.682617 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -4132.683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4161.322754 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -4161.323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -4180.669922 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -4180.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4200.658691 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -4200.659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4218.931152 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -4218.931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4220.742188 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -4220.742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4221.371582 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -4221.372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4227.843750 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -4227.844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4228.157227 Penalty: 492.865143
	Iteration 9Q: 3 clusters Score -4228.157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4228.157227 Penalty: 492.865143
	Iteration 10F: 3 clusters Score -4228.157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9983.651367 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9983.651 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 102 members 
Entering Unmasked Estep 
Score: -9705.596680 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9705.597 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9767.878906 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9767.879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9803.348633 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -9803.349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9815.375977 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -9815.376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9815.666016 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -9815.666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9815.666016 Penalty: 482.600739
	Iteration 5F: 3 clusters Score -9815.666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -6107.272461 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -6107.272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5887.998047 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -5887.998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5976.946777 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -5976.947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6003.566406 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -6003.566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6012.217773 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -6012.218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6014.635742 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -6014.636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6014.635742 Penalty: 437.165894
	Iteration 5F: 3 clusters Score -6014.636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Entering Unmasked Estep 
Score: -90994.750000 Penalty: 339.791382
	Iteration 0F: 2 clusters Score -90994.75 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 875 members 
Entering Unmasked Estep 
Score: -89718.703125 Penalty: 679.582764
	Iteration 0F: 3 clusters Score -89718.7 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -90161.343750 Penalty: 679.582764
	Iteration 1F: 3 clusters Score -90161.34 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -90270.375000 Penalty: 679.582764
	Iteration 2F: 3 clusters Score -90270.38 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -90382.453125 Penalty: 679.582764
	Iteration 3F: 3 clusters Score -90382.45 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -90490.773438 Penalty: 679.582764
	Iteration 4F: 3 clusters Score -90490.77 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -90577.093750 Penalty: 679.582764
	Iteration 5F: 3 clusters Score -90577.09 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -90654.390625 Penalty: 679.582764
	Iteration 6F: 3 clusters Score -90654.39 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -90704.796875 Penalty: 679.582764
	Iteration 7Q: 3 clusters Score -90704.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -90731.031250 Penalty: 679.582764
	Iteration 8Q: 3 clusters Score -90731.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -90746.195312 Penalty: 679.582764
	Iteration 9Q: 3 clusters Score -90746.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -90769.468750 Penalty: 679.582764
	Iteration 10Q: 3 clusters Score -90769.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -90790.062500 Penalty: 679.582764
	Iteration 11Q: 3 clusters Score -90790.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -90814.320312 Penalty: 679.582764
	Iteration 12Q: 3 clusters Score -90814.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -90839.046875 Penalty: 679.582764
	Iteration 13Q: 3 clusters Score -90839.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -90856.546875 Penalty: 679.582764
	Iteration 14Q: 3 clusters Score -90856.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -90869.703125 Penalty: 679.582764
	Iteration 15Q: 3 clusters Score -90869.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -90875.250000 Penalty: 679.582764
	Iteration 16Q: 3 clusters Score -90875.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -90879.054688 Penalty: 679.582764
	Iteration 17Q: 3 clusters Score -90879.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -90881.132812 Penalty: 679.582764
	Iteration 18Q: 3 clusters Score -90881.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -90883.171875 Penalty: 679.582764
	Iteration 19Q: 3 clusters Score -90883.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -90884.468750 Penalty: 679.582764
	Iteration 20F: 3 clusters Score -90884.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -90886.085938 Penalty: 679.582764
	Iteration 21Q: 3 clusters Score -90886.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -90886.843750 Penalty: 679.582764
	Iteration 22Q: 3 clusters Score -90886.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -90886.843750 Penalty: 679.582764
	Iteration 23F: 3 clusters Score -90886.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -5644.295410 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -5644.295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5442.603027 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -5442.603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5476.262695 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -5476.263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5494.598633 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -5494.599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5504.173340 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -5504.173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5516.901367 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -5516.901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5521.187500 Penalty: 424.372986
	Iteration 5Q: 3 clusters Score -5521.188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5525.092773 Penalty: 424.372986
	Iteration 6Q: 3 clusters Score -5525.093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5527.923828 Penalty: 424.372986
	Iteration 7Q: 3 clusters Score -5527.924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5531.635254 Penalty: 424.372986
	Iteration 8Q: 3 clusters Score -5531.635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5533.751953 Penalty: 424.372986
	Iteration 9Q: 3 clusters Score -5533.752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5540.150879 Penalty: 424.372986
	Iteration 10Q: 3 clusters Score -5540.151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5540.150879 Penalty: 424.372986
	Iteration 11F: 3 clusters Score -5540.151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -22947.607422 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -22947.61 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 207 members 
Entering Unmasked Estep 
Score: -22550.224609 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -22550.22 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22728.326172 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -22728.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22830.324219 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -22830.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22948.529297 Penalty: 539.834290
	Iteration 3F: 3 clusters Score -22948.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23022.501953 Penalty: 539.834290
	Iteration 4F: 3 clusters Score -23022.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23047.683594 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -23047.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23069.300781 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -23069.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23088.843750 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -23088.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23105.470703 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -23105.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23106.558594 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -23106.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23106.558594 Penalty: 539.834290
	Iteration 10F: 3 clusters Score -23106.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 133 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 915 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 846 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 244 members 
Entering Unmasked Estep 
Score: -10142374.000000 Penalty: 33163.933594
Splitting cluster 20 changes total score from -10142507.000000 to -10142374.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (37326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Entering Unmasked Estep 
Score: -2000708.000000 Penalty: 478.998779
	Iteration 0F: 2 clusters Score -2000708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -1975797.250000 Penalty: 957.997559
	Iteration 0F: 3 clusters Score -1975797 nChanged 17950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -1986984.375000 Penalty: 957.997559
	Iteration 1F: 3 clusters Score -1986984 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -1987708.375000 Penalty: 957.997559
	Iteration 2F: 3 clusters Score -1987708 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -1988526.500000 Penalty: 957.997559
	Iteration 3F: 3 clusters Score -1988526 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -1989378.500000 Penalty: 957.997559
	Iteration 4F: 3 clusters Score -1989378 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -1990395.875000 Penalty: 957.997559
	Iteration 5F: 3 clusters Score -1990396 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -1991666.750000 Penalty: 957.997559
	Iteration 6F: 3 clusters Score -1991667 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -1992959.125000 Penalty: 957.997559
	Iteration 7F: 3 clusters Score -1992959 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -1993985.625000 Penalty: 957.997559
	Iteration 8Q: 3 clusters Score -1993986 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -1994661.500000 Penalty: 957.997559
	Iteration 9Q: 3 clusters Score -1994662 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -1995105.125000 Penalty: 957.997559
	Iteration 10Q: 3 clusters Score -1995105 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -1995483.625000 Penalty: 957.997559
	Iteration 11Q: 3 clusters Score -1995484 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -1995844.375000 Penalty: 957.997559
	Iteration 12Q: 3 clusters Score -1995844 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -1996151.500000 Penalty: 957.997559
	Iteration 13Q: 3 clusters Score -1996152 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -1996435.375000 Penalty: 957.997559
	Iteration 14Q: 3 clusters Score -1996435 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -1996689.625000 Penalty: 957.997559
	Iteration 15Q: 3 clusters Score -1996690 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -1996934.000000 Penalty: 957.997559
	Iteration 16Q: 3 clusters Score -1996934 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -1997137.250000 Penalty: 957.997559
	Iteration 17Q: 3 clusters Score -1997137 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -1997326.625000 Penalty: 957.997559
	Iteration 18Q: 3 clusters Score -1997327 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -1997518.125000 Penalty: 957.997559
	Iteration 19Q: 3 clusters Score -1997518 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -1997666.875000 Penalty: 957.997559
	Iteration 20F: 3 clusters Score -1997667 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -1997836.125000 Penalty: 957.997559
	Iteration 21Q: 3 clusters Score -1997836 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -1997969.375000 Penalty: 957.997559
	Iteration 22Q: 3 clusters Score -1997969 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -1998121.250000 Penalty: 957.997559
	Iteration 23Q: 3 clusters Score -1998121 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -1998261.750000 Penalty: 957.997559
	Iteration 24Q: 3 clusters Score -1998262 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -1998361.500000 Penalty: 957.997559
	Iteration 25Q: 3 clusters Score -1998362 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -1998445.125000 Penalty: 957.997559
	Iteration 26Q: 3 clusters Score -1998445 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -1998522.750000 Penalty: 957.997559
	Iteration 27Q: 3 clusters Score -1998523 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -1998598.625000 Penalty: 957.997559
	Iteration 28Q: 3 clusters Score -1998599 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -1998664.500000 Penalty: 957.997559
	Iteration 29Q: 3 clusters Score -1998664 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -1998724.125000 Penalty: 957.997559
	Iteration 30Q: 3 clusters Score -1998724 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -1998783.750000 Penalty: 957.997559
	Iteration 31Q: 3 clusters Score -1998784 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -1998853.375000 Penalty: 957.997559
	Iteration 32Q: 3 clusters Score -1998853 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -1998913.250000 Penalty: 957.997559
	Iteration 33Q: 3 clusters Score -1998913 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -1998988.625000 Penalty: 957.997559
	Iteration 34Q: 3 clusters Score -1998989 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -1999070.375000 Penalty: 957.997559
	Iteration 35Q: 3 clusters Score -1999070 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -1999140.500000 Penalty: 957.997559
	Iteration 36Q: 3 clusters Score -1999140 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -1999236.250000 Penalty: 957.997559
	Iteration 37Q: 3 clusters Score -1999236 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -1999336.250000 Penalty: 957.997559
	Iteration 38Q: 3 clusters Score -1999336 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -1999430.625000 Penalty: 957.997559
	Iteration 39Q: 3 clusters Score -1999431 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -1999534.500000 Penalty: 957.997559
	Iteration 40F: 3 clusters Score -1999534 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -1999655.125000 Penalty: 957.997559
	Iteration 41Q: 3 clusters Score -1999655 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -1999779.500000 Penalty: 957.997559
	Iteration 42Q: 3 clusters Score -1999780 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -1999881.375000 Penalty: 957.997559
	Iteration 43Q: 3 clusters Score -1999881 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -1999954.625000 Penalty: 957.997559
	Iteration 44Q: 3 clusters Score -1999955 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -2000030.375000 Penalty: 957.997559
	Iteration 45Q: 3 clusters Score -2000030 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -2000083.500000 Penalty: 957.997559
	Iteration 46Q: 3 clusters Score -2000084 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -2000108.625000 Penalty: 957.997559
	Iteration 47Q: 3 clusters Score -2000109 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -2000146.625000 Penalty: 957.997559
	Iteration 48Q: 3 clusters Score -2000147 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -2000191.750000 Penalty: 957.997559
	Iteration 49Q: 3 clusters Score -2000192 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -2000220.500000 Penalty: 957.997559
	Iteration 50Q: 3 clusters Score -2000220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -2000248.375000 Penalty: 957.997559
	Iteration 51Q: 3 clusters Score -2000248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -2000275.500000 Penalty: 957.997559
	Iteration 52Q: 3 clusters Score -2000276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -2000292.250000 Penalty: 957.997559
	Iteration 53Q: 3 clusters Score -2000292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -2000302.875000 Penalty: 957.997559
	Iteration 54Q: 3 clusters Score -2000303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -2000312.000000 Penalty: 957.997559
	Iteration 55Q: 3 clusters Score -2000312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -2000316.000000 Penalty: 957.997559
	Iteration 56Q: 3 clusters Score -2000316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -2000319.125000 Penalty: 957.997559
	Iteration 57Q: 3 clusters Score -2000319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -2000319.875000 Penalty: 957.997559
	Iteration 58Q: 3 clusters Score -2000320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -2000323.625000 Penalty: 957.997559
	Iteration 59Q: 3 clusters Score -2000324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -2000327.125000 Penalty: 957.997559
	Iteration 60F: 3 clusters Score -2000327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -2000328.875000 Penalty: 957.997559
	Iteration 61Q: 3 clusters Score -2000329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -2000332.375000 Penalty: 957.997559
	Iteration 62Q: 3 clusters Score -2000332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -2000332.625000 Penalty: 957.997559
	Iteration 63Q: 3 clusters Score -2000333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -2000334.125000 Penalty: 957.997559
	Iteration 64Q: 3 clusters Score -2000334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -2000334.125000 Penalty: 957.997559
	Iteration 65F: 3 clusters Score -2000334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102360 members 
Entering Unmasked Estep 
Score: -5891779.500000 Penalty: 524.899414
	Iteration 0F: 2 clusters Score -5891780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -5827544.500000 Penalty: 1049.798828
	Iteration 0F: 3 clusters Score -5827544 nChanged 49926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -5857166.500000 Penalty: 1049.798828
	Iteration 1F: 3 clusters Score -5857166 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -5859005.000000 Penalty: 1049.798828
	Iteration 2Q: 3 clusters Score -5859005 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -5861805.500000 Penalty: 1049.798828
	Iteration 3F: 3 clusters Score -5861806 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -5865755.000000 Penalty: 1049.798828
	Iteration 4F: 3 clusters Score -5865755 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -5870275.500000 Penalty: 1049.798828
	Iteration 5F: 3 clusters Score -5870276 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -5874606.500000 Penalty: 1049.798828
	Iteration 6F: 3 clusters Score -5874606 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -5877895.000000 Penalty: 1049.798828
	Iteration 7F: 3 clusters Score -5877895 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -5879677.500000 Penalty: 1049.798828
	Iteration 8Q: 3 clusters Score -5879678 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -5880628.000000 Penalty: 1049.798828
	Iteration 9Q: 3 clusters Score -5880628 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -5881081.000000 Penalty: 1049.798828
	Iteration 10Q: 3 clusters Score -5881081 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 70429 members 
Entering Unmasked Estep 
Score: -5881374.500000 Penalty: 1049.798828
	Iteration 11Q: 3 clusters Score -5881374 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -5881608.000000 Penalty: 1049.798828
	Iteration 12Q: 3 clusters Score -5881608 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -5881811.500000 Penalty: 1049.798828
	Iteration 13Q: 3 clusters Score -5881812 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 73881 members 
Entering Unmasked Estep 
Score: -5882132.000000 Penalty: 1049.798828
	Iteration 14Q: 3 clusters Score -5882132 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 74909 members 
Entering Unmasked Estep 
Score: -5882400.500000 Penalty: 1049.798828
	Iteration 15Q: 3 clusters Score -5882400 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -5882693.500000 Penalty: 1049.798828
	Iteration 16Q: 3 clusters Score -5882694 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 76824 members 
Entering Unmasked Estep 
Score: -5883020.500000 Penalty: 1049.798828
	Iteration 17Q: 3 clusters Score -5883020 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 77775 members 
Entering Unmasked Estep 
Score: -5883237.500000 Penalty: 1049.798828
	Iteration 18Q: 3 clusters Score -5883238 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 78693 members 
Entering Unmasked Estep 
Score: -5883469.500000 Penalty: 1049.798828
	Iteration 19Q: 3 clusters Score -5883470 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -5883642.500000 Penalty: 1049.798828
	Iteration 20F: 3 clusters Score -5883642 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 80500 members 
Entering Unmasked Estep 
Score: -5883902.000000 Penalty: 1049.798828
	Iteration 21Q: 3 clusters Score -5883902 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 81358 members 
Entering Unmasked Estep 
Score: -5884029.000000 Penalty: 1049.798828
	Iteration 22Q: 3 clusters Score -5884029 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 82210 members 
Entering Unmasked Estep 
Score: -5884259.500000 Penalty: 1049.798828
	Iteration 23Q: 3 clusters Score -5884260 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -5884480.000000 Penalty: 1049.798828
	Iteration 24Q: 3 clusters Score -5884480 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -5884724.000000 Penalty: 1049.798828
	Iteration 25Q: 3 clusters Score -5884724 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -5884895.000000 Penalty: 1049.798828
	Iteration 26Q: 3 clusters Score -5884895 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -5885053.500000 Penalty: 1049.798828
	Iteration 27Q: 3 clusters Score -5885054 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
Score: -5885181.000000 Penalty: 1049.798828
	Iteration 28Q: 3 clusters Score -5885181 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -5885399.500000 Penalty: 1049.798828
	Iteration 29Q: 3 clusters Score -5885400 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 87313 members 
Entering Unmasked Estep 
Score: -5885553.000000 Penalty: 1049.798828
	Iteration 30Q: 3 clusters Score -5885553 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -5885678.500000 Penalty: 1049.798828
	Iteration 31Q: 3 clusters Score -5885678 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -5885860.500000 Penalty: 1049.798828
	Iteration 32Q: 3 clusters Score -5885860 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 89057 members 
Entering Unmasked Estep 
Score: -5886007.500000 Penalty: 1049.798828
	Iteration 33Q: 3 clusters Score -5886008 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -5886209.500000 Penalty: 1049.798828
	Iteration 34Q: 3 clusters Score -5886210 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 90124 members 
Entering Unmasked Estep 
Score: -5886436.000000 Penalty: 1049.798828
	Iteration 35Q: 3 clusters Score -5886436 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 90668 members 
Entering Unmasked Estep 
Score: -5886614.500000 Penalty: 1049.798828
	Iteration 36Q: 3 clusters Score -5886614 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 91203 members 
Entering Unmasked Estep 
Score: -5886832.000000 Penalty: 1049.798828
	Iteration 37Q: 3 clusters Score -5886832 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 91706 members 
Entering Unmasked Estep 
Score: -5886970.500000 Penalty: 1049.798828
	Iteration 38Q: 3 clusters Score -5886970 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -5887044.000000 Penalty: 1049.798828
	Iteration 39Q: 3 clusters Score -5887044 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -5887144.000000 Penalty: 1049.798828
	Iteration 40F: 3 clusters Score -5887144 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -5887242.500000 Penalty: 1049.798828
	Iteration 41Q: 3 clusters Score -5887242 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 93449 members 
Entering Unmasked Estep 
Score: -5887416.000000 Penalty: 1049.798828
	Iteration 42Q: 3 clusters Score -5887416 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 93833 members 
Entering Unmasked Estep 
Score: -5887579.000000 Penalty: 1049.798828
	Iteration 43Q: 3 clusters Score -5887579 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
Score: -5887696.500000 Penalty: 1049.798828
	Iteration 44Q: 3 clusters Score -5887696 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 94535 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 94858 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 95752 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5888368 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 96361 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 96608 members 
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Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 96813 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 96991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 97170 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 97323 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 97466 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 97607 members 
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Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 97756 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 97891 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5889296 nChanged 131
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Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 98022 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 98169 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 98306 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 98443 members 
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Mstep: Class 1 contains 3801 members 
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Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 98672 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 98779 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5889806 nChanged 89
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Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 98866 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5889854 nChanged 105
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Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 99063 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 99145 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 99237 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 99394 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2836 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2774 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5890218 nChanged 59
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2594 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5890340 nChanged 78
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Mstep: Class 1 contains 2359 members 
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Mstep: Class 1 contains 2205 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2128 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5890574 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2051 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5890618 nChanged 65
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Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 100372 members 
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Mstep: Class 2 contains 100438 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5890714 nChanged 67
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Mstep: Class 1 contains 1737 members 
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Mstep: Class 1 contains 1673 members 
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Entering Unmasked Mstep 
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	Iteration 95Q: 3 clusters Score -5890817 nChanged 43
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	Iteration 97Q: 3 clusters Score -5890839 nChanged 35
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 1391 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 1362 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 1336 members 
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Mstep: Class 1 contains 1291 members 
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Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 101093 members 
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Mstep: Class 1 contains 1255 members 
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	Iteration 107Q: 3 clusters Score -5890916 nChanged 21
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Mstep: Class 1 contains 1236 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5890930 nChanged 19
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Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 101139 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5890934 nChanged 15
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Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 101152 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5890936 nChanged 17
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Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5890938 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 101183 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5890951 nChanged 19
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Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5890950 nChanged 9
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Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5890954 nChanged 11
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Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 101210 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5890963 nChanged 13
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Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 101221 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5890964 nChanged 13
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Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5890966 nChanged 7
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Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5890972 nChanged 11
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Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 101244 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5890958 nChanged 7
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Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 101249 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5890966 nChanged 7
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Mstep: Class 1 contains 1106 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5890960 nChanged 5
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Mstep: Class 1 contains 1103 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5890962 nChanged 7
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Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 101264 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5890966 nChanged 6
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Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5890981 nChanged 6
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Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 101276 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5890980 nChanged 4
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Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5890980 nChanged 3
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Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5890984 nChanged 3
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Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 101282 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5890980 nChanged 4
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Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 101286 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5890984 nChanged 4
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Mstep: Class 2 contains 101290 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5890983 nChanged 4
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5890984 nChanged 4
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5890991 nChanged 3
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Mstep: Class 1 contains 1059 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5890988 nChanged 4
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	Iteration 134Q: 3 clusters Score -5890992 nChanged 6
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5890988 nChanged 2
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5890992 nChanged 3
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5890994 nChanged 4
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Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 101310 members 
Entering Unmasked Estep 
Score: -5890985.500000 Penalty: 1049.798828
	Iteration 138Q: 3 clusters Score -5890986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -5890991.500000 Penalty: 1049.798828
	Iteration 139Q: 3 clusters Score -5890992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 101319 members 
Entering Unmasked Estep 
Score: -5890998.000000 Penalty: 1049.798828
	Iteration 140F: 3 clusters Score -5890998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 101322 members 
Entering Unmasked Estep 
Score: -5891000.000000 Penalty: 1049.798828
	Iteration 141Q: 3 clusters Score -5891000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 101325 members 
Entering Unmasked Estep 
Score: -5891000.000000 Penalty: 1049.798828
	Iteration 142Q: 3 clusters Score -5891000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 101326 members 
Entering Unmasked Estep 
Score: -5891003.000000 Penalty: 1049.798828
	Iteration 143Q: 3 clusters Score -5891003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -5891009.000000 Penalty: 1049.798828
	Iteration 144Q: 3 clusters Score -5891009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -5891005.000000 Penalty: 1049.798828
	Iteration 145Q: 3 clusters Score -5891005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 101330 members 
Entering Unmasked Estep 
Score: -5891008.500000 Penalty: 1049.798828
	Iteration 146Q: 3 clusters Score -5891008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 101330 members 
Entering Unmasked Estep 
Score: -5891008.500000 Penalty: 1049.798828
	Iteration 147F: 3 clusters Score -5891008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -51710.878906 Penalty: 314.393768
	Iteration 0F: 2 clusters Score -51710.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -50910.351562 Penalty: 628.787537
	Iteration 0F: 3 clusters Score -50910.35 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -51141.523438 Penalty: 628.787537
	Iteration 1F: 3 clusters Score -51141.52 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -51201.535156 Penalty: 628.787537
	Iteration 2F: 3 clusters Score -51201.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -51238.937500 Penalty: 628.787537
	Iteration 3F: 3 clusters Score -51238.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -51269.453125 Penalty: 628.787537
	Iteration 4Q: 3 clusters Score -51269.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -51310.066406 Penalty: 628.787537
	Iteration 5Q: 3 clusters Score -51310.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -51350.300781 Penalty: 628.787537
	Iteration 6Q: 3 clusters Score -51350.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -51363.718750 Penalty: 628.787537
	Iteration 7Q: 3 clusters Score -51363.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -51376.558594 Penalty: 628.787537
	Iteration 8Q: 3 clusters Score -51376.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -51385.582031 Penalty: 628.787537
	Iteration 9Q: 3 clusters Score -51385.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -51393.785156 Penalty: 628.787537
	Iteration 10Q: 3 clusters Score -51393.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -51398.867188 Penalty: 628.787537
	Iteration 11Q: 3 clusters Score -51398.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -51402.074219 Penalty: 628.787537
	Iteration 12Q: 3 clusters Score -51402.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -51403.175781 Penalty: 628.787537
	Iteration 13Q: 3 clusters Score -51403.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -51404.687500 Penalty: 628.787537
	Iteration 14Q: 3 clusters Score -51404.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -51406.902344 Penalty: 628.787537
	Iteration 15Q: 3 clusters Score -51406.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -51413.269531 Penalty: 628.787537
	Iteration 16Q: 3 clusters Score -51413.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -51417.328125 Penalty: 628.787537
	Iteration 17Q: 3 clusters Score -51417.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -51418.851562 Penalty: 628.787537
	Iteration 18Q: 3 clusters Score -51418.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -51421.164062 Penalty: 628.787537
	Iteration 19Q: 3 clusters Score -51421.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -51423.835938 Penalty: 628.787537
	Iteration 20F: 3 clusters Score -51423.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -51426.179688 Penalty: 628.787537
	Iteration 21Q: 3 clusters Score -51426.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -51428.003906 Penalty: 628.787537
	Iteration 22Q: 3 clusters Score -51428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -51429.480469 Penalty: 628.787537
	Iteration 23Q: 3 clusters Score -51429.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -51431.535156 Penalty: 628.787537
	Iteration 24Q: 3 clusters Score -51431.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -51432.234375 Penalty: 628.787537
	Iteration 25Q: 3 clusters Score -51432.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -51433.855469 Penalty: 628.787537
	Iteration 26Q: 3 clusters Score -51433.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -51435.941406 Penalty: 628.787537
	Iteration 27Q: 3 clusters Score -51435.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -51437.980469 Penalty: 628.787537
	Iteration 28Q: 3 clusters Score -51437.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -51439.152344 Penalty: 628.787537
	Iteration 29Q: 3 clusters Score -51439.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -51440.199219 Penalty: 628.787537
	Iteration 30Q: 3 clusters Score -51440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -51441.218750 Penalty: 628.787537
	Iteration 31Q: 3 clusters Score -51441.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -51443.121094 Penalty: 628.787537
	Iteration 32Q: 3 clusters Score -51443.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -51443.121094 Penalty: 628.787537
	Iteration 33F: 3 clusters Score -51443.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -24728.503906 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -24728.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24286.501953 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -24286.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24453.765625 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -24453.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24487.953125 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -24487.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24503.458984 Penalty: 558.139221
	Iteration 3Q: 3 clusters Score -24503.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24518.203125 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -24518.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24532.800781 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -24532.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24543.164062 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -24543.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24546.208984 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -24546.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24548.123047 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -24548.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24550.447266 Penalty: 558.139221
	Iteration 9Q: 3 clusters Score -24550.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24553.087891 Penalty: 558.139221
	Iteration 10Q: 3 clusters Score -24553.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24555.003906 Penalty: 558.139221
	Iteration 11Q: 3 clusters Score -24555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24555.267578 Penalty: 558.139221
	Iteration 12Q: 3 clusters Score -24555.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24555.267578 Penalty: 558.139221
	Iteration 13F: 3 clusters Score -24555.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -6436.810059 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -6436.81 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 79 members 
Entering Unmasked Estep 
Score: -6183.519043 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -6183.519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6239.869141 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -6239.869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6245.252441 Penalty: 464.641052
	Iteration 2Q: 3 clusters Score -6245.252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6250.325195 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -6250.325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6254.546875 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -6254.547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6256.028320 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -6256.028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6260.957031 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -6260.957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6275.119629 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -6275.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6276.854492 Penalty: 464.641052
	Iteration 8Q: 3 clusters Score -6276.854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6289.842773 Penalty: 464.641052
	Iteration 9Q: 3 clusters Score -6289.843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6318.712891 Penalty: 464.641052
	Iteration 10Q: 3 clusters Score -6318.713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6325.562988 Penalty: 464.641052
	Iteration 11Q: 3 clusters Score -6325.563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6330.370117 Penalty: 464.641052
	Iteration 12Q: 3 clusters Score -6330.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6332.215820 Penalty: 464.641052
	Iteration 13Q: 3 clusters Score -6332.216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6333.238770 Penalty: 464.641052
	Iteration 14Q: 3 clusters Score -6333.239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6334.470703 Penalty: 464.641052
	Iteration 15Q: 3 clusters Score -6334.471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6334.470703 Penalty: 464.641052
	Iteration 16F: 3 clusters Score -6334.471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -19869.724609 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -19869.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19439.173828 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -19439.17 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19740.050781 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -19740.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19822.990234 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -19822.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19871.763672 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -19871.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19911.396484 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -19911.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19941.011719 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -19941.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19949.492188 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -19949.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19954.949219 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -19954.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19959.671875 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -19959.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19962.173828 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -19962.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19962.412109 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -19962.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19962.605469 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -19962.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19962.917969 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -19962.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19963.833984 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -19963.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19966.013672 Penalty: 562.003906
	Iteration 14Q: 3 clusters Score -19966.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19966.851562 Penalty: 562.003906
	Iteration 15Q: 3 clusters Score -19966.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19967.054688 Penalty: 562.003906
	Iteration 16Q: 3 clusters Score -19967.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19967.054688 Penalty: 562.003906
	Iteration 17F: 3 clusters Score -19967.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 915 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 846 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 252 members 
Entering Unmasked Estep 
Score: -10142318.000000 Penalty: 33163.933594
Splitting cluster 26 changes total score from -10142507.000000 to -10142318.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -34406.433594 Penalty: 294.209564
	Iteration 0F: 2 clusters Score -34406.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33819.746094 Penalty: 588.419128
	Iteration 0F: 3 clusters Score -33819.75 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -34074.375000 Penalty: 588.419128
	Iteration 1F: 3 clusters Score -34074.38 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -34169.121094 Penalty: 588.419128
	Iteration 2F: 3 clusters Score -34169.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34229.605469 Penalty: 588.419128
	Iteration 3F: 3 clusters Score -34229.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34276.695312 Penalty: 588.419128
	Iteration 4F: 3 clusters Score -34276.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34332.710938 Penalty: 588.419128
	Iteration 5F: 3 clusters Score -34332.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -34391.058594 Penalty: 588.419128
	Iteration 6F: 3 clusters Score -34391.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -34438.121094 Penalty: 588.419128
	Iteration 7Q: 3 clusters Score -34438.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -34480.734375 Penalty: 588.419128
	Iteration 8Q: 3 clusters Score -34480.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -34500.675781 Penalty: 588.419128
	Iteration 9Q: 3 clusters Score -34500.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -34512.699219 Penalty: 588.419128
	Iteration 10Q: 3 clusters Score -34512.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -34521.855469 Penalty: 588.419128
	Iteration 11Q: 3 clusters Score -34521.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -34532.324219 Penalty: 588.419128
	Iteration 12Q: 3 clusters Score -34532.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -34550.023438 Penalty: 588.419128
	Iteration 13Q: 3 clusters Score -34550.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34562.687500 Penalty: 588.419128
	Iteration 14Q: 3 clusters Score -34562.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34576.136719 Penalty: 588.419128
	Iteration 15Q: 3 clusters Score -34576.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -34600.082031 Penalty: 588.419128
	Iteration 16Q: 3 clusters Score -34600.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34620.601562 Penalty: 588.419128
	Iteration 17Q: 3 clusters Score -34620.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -34641.140625 Penalty: 588.419128
	Iteration 18Q: 3 clusters Score -34641.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -34654.640625 Penalty: 588.419128
	Iteration 19Q: 3 clusters Score -34654.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -34656.851562 Penalty: 588.419128
	Iteration 20F: 3 clusters Score -34656.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34657.746094 Penalty: 588.419128
	Iteration 21Q: 3 clusters Score -34657.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -34658.597656 Penalty: 588.419128
	Iteration 22Q: 3 clusters Score -34658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -34658.597656 Penalty: 588.419128
	Iteration 23F: 3 clusters Score -34658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 915 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 846 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 365 members 
Entering Unmasked Estep 
Score: -10142481.000000 Penalty: 33163.933594
Splitting cluster 27 changes total score from -10142507.000000 to -10142481.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -116150.562500 Penalty: 350.548431
	Iteration 0F: 2 clusters Score -116150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -114575.890625 Penalty: 701.096863
	Iteration 0F: 3 clusters Score -114575.9 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -115116.187500 Penalty: 701.096863
	Iteration 1F: 3 clusters Score -115116.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -115195.242188 Penalty: 701.096863
	Iteration 2F: 3 clusters Score -115195.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -115272.195312 Penalty: 701.096863
	Iteration 3F: 3 clusters Score -115272.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -115358.546875 Penalty: 701.096863
	Iteration 4F: 3 clusters Score -115358.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -115450.523438 Penalty: 701.096863
	Iteration 5F: 3 clusters Score -115450.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -115529.140625 Penalty: 701.096863
	Iteration 6Q: 3 clusters Score -115529.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -115605.296875 Penalty: 701.096863
	Iteration 7Q: 3 clusters Score -115605.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -115656.750000 Penalty: 701.096863
	Iteration 8Q: 3 clusters Score -115656.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -115688.578125 Penalty: 701.096863
	Iteration 9Q: 3 clusters Score -115688.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -115716.398438 Penalty: 701.096863
	Iteration 10Q: 3 clusters Score -115716.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -115742.734375 Penalty: 701.096863
	Iteration 11Q: 3 clusters Score -115742.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -115763.898438 Penalty: 701.096863
	Iteration 12Q: 3 clusters Score -115763.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -115790.718750 Penalty: 701.096863
	Iteration 13Q: 3 clusters Score -115790.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -115807.140625 Penalty: 701.096863
	Iteration 14Q: 3 clusters Score -115807.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -115820.398438 Penalty: 701.096863
	Iteration 15Q: 3 clusters Score -115820.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -115827.828125 Penalty: 701.096863
	Iteration 16Q: 3 clusters Score -115827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -115831.000000 Penalty: 701.096863
	Iteration 17Q: 3 clusters Score -115831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -115833.976562 Penalty: 701.096863
	Iteration 18Q: 3 clusters Score -115834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -115835.437500 Penalty: 701.096863
	Iteration 19Q: 3 clusters Score -115835.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -115839.179688 Penalty: 701.096863
	Iteration 20F: 3 clusters Score -115839.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -115841.117188 Penalty: 701.096863
	Iteration 21Q: 3 clusters Score -115841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -115842.890625 Penalty: 701.096863
	Iteration 22Q: 3 clusters Score -115842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -115845.968750 Penalty: 701.096863
	Iteration 23Q: 3 clusters Score -115846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -115853.015625 Penalty: 701.096863
	Iteration 24Q: 3 clusters Score -115853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -115859.843750 Penalty: 701.096863
	Iteration 25Q: 3 clusters Score -115859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -115864.898438 Penalty: 701.096863
	Iteration 26Q: 3 clusters Score -115864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -115867.585938 Penalty: 701.096863
	Iteration 27Q: 3 clusters Score -115867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -115867.867188 Penalty: 701.096863
	Iteration 28Q: 3 clusters Score -115867.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -115867.867188 Penalty: 701.096863
	Iteration 29F: 3 clusters Score -115867.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -8625.866211 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -8625.866 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 84 members 
Entering Unmasked Estep 
Score: -8367.352539 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -8367.353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8460.885742 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -8460.886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8495.761719 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -8495.762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8516.995117 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -8516.995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8535.186523 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -8535.187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8542.916992 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -8542.917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8542.916992 Penalty: 465.190857
	Iteration 6F: 3 clusters Score -8542.917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8485.414062 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8485.414 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 81 members 
Entering Unmasked Estep 
Score: -8253.318359 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -8253.318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8383.692383 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -8383.692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8419.577148 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -8419.577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8443.478516 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -8443.479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8467.241211 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -8467.241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8479.573242 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -8479.573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8497.369141 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -8497.369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8507.599609 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -8507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8511.477539 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -8511.478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8511.477539 Penalty: 466.280701
	Iteration 9F: 3 clusters Score -8511.478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 62 members 
Mstep: Class 31 contains 915 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 846 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 106 members 
Entering Unmasked Estep 
Score: -10142207.000000 Penalty: 33163.933594
Splitting cluster 30 changes total score from -10142507.000000 to -10142207.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -47148.843750 Penalty: 310.261047
	Iteration 0F: 2 clusters Score -47148.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -46417.046875 Penalty: 620.522095
	Iteration 0F: 3 clusters Score -46417.05 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -46699.132812 Penalty: 620.522095
	Iteration 1F: 3 clusters Score -46699.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -46765.121094 Penalty: 620.522095
	Iteration 2F: 3 clusters Score -46765.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -46825.882812 Penalty: 620.522095
	Iteration 3F: 3 clusters Score -46825.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -46878.847656 Penalty: 620.522095
	Iteration 4F: 3 clusters Score -46878.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -46901.039062 Penalty: 620.522095
	Iteration 5Q: 3 clusters Score -46901.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -46909.531250 Penalty: 620.522095
	Iteration 6Q: 3 clusters Score -46909.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -46915.382812 Penalty: 620.522095
	Iteration 7Q: 3 clusters Score -46915.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -46917.339844 Penalty: 620.522095
	Iteration 8Q: 3 clusters Score -46917.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -46919.695312 Penalty: 620.522095
	Iteration 9Q: 3 clusters Score -46919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46921.187500 Penalty: 620.522095
	Iteration 10Q: 3 clusters Score -46921.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -46922.000000 Penalty: 620.522095
	Iteration 11Q: 3 clusters Score -46922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46922.332031 Penalty: 620.522095
	Iteration 12Q: 3 clusters Score -46922.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46922.332031 Penalty: 620.522095
	Iteration 13F: 3 clusters Score -46922.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9511.459961 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9511.46 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 108 members 
Entering Unmasked Estep 
Score: -9224.934570 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -9224.935 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9282.528320 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9282.528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9302.169922 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9302.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9314.068359 Penalty: 484.836731
	Iteration 3F: 3 clusters Score -9314.068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9317.375000 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9317.375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9323.510742 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9323.511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9327.807617 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9327.808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9329.498047 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -9329.498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9332.523438 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -9332.523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9333.150391 Penalty: 484.836731
	Iteration 9Q: 3 clusters Score -9333.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9333.150391 Penalty: 484.836731
	Iteration 10F: 3 clusters Score -9333.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -17925.042969 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -17925.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17507.042969 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -17507.04 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17658.189453 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -17658.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17722.273438 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -17722.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17769.904297 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -17769.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17801.027344 Penalty: 538.374390
	Iteration 4F: 3 clusters Score -17801.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17826.185547 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -17826.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17834.796875 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -17834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17839.382812 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -17839.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17840.279297 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -17840.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17840.583984 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -17840.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17841.263672 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -17841.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17843.373047 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -17843.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17845.310547 Penalty: 538.374390
	Iteration 12Q: 3 clusters Score -17845.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17845.675781 Penalty: 538.374390
	Iteration 13Q: 3 clusters Score -17845.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17845.675781 Penalty: 538.374390
	Iteration 14F: 3 clusters Score -17845.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Entering Unmasked Estep 
Score: -383008.218750 Penalty: 403.984344
	Iteration 0F: 2 clusters Score -383008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -378259.906250 Penalty: 807.968689
	Iteration 0F: 3 clusters Score -378259.9 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -380310.875000 Penalty: 807.968689
	Iteration 1F: 3 clusters Score -380310.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -380616.593750 Penalty: 807.968689
	Iteration 2F: 3 clusters Score -380616.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -380882.718750 Penalty: 807.968689
	Iteration 3F: 3 clusters Score -380882.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -381161.718750 Penalty: 807.968689
	Iteration 4F: 3 clusters Score -381161.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -381451.187500 Penalty: 807.968689
	Iteration 5F: 3 clusters Score -381451.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -381733.468750 Penalty: 807.968689
	Iteration 6F: 3 clusters Score -381733.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -382040.437500 Penalty: 807.968689
	Iteration 7F: 3 clusters Score -382040.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -382286.562500 Penalty: 807.968689
	Iteration 8Q: 3 clusters Score -382286.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -382476.625000 Penalty: 807.968689
	Iteration 9Q: 3 clusters Score -382476.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -382633.218750 Penalty: 807.968689
	Iteration 10Q: 3 clusters Score -382633.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -382711.093750 Penalty: 807.968689
	Iteration 11Q: 3 clusters Score -382711.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -382755.531250 Penalty: 807.968689
	Iteration 12Q: 3 clusters Score -382755.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -382813.937500 Penalty: 807.968689
	Iteration 13Q: 3 clusters Score -382813.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -382846.375000 Penalty: 807.968689
	Iteration 14Q: 3 clusters Score -382846.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -382859.500000 Penalty: 807.968689
	Iteration 15Q: 3 clusters Score -382859.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -382870.968750 Penalty: 807.968689
	Iteration 16Q: 3 clusters Score -382871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -382877.656250 Penalty: 807.968689
	Iteration 17Q: 3 clusters Score -382877.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -382880.625000 Penalty: 807.968689
	Iteration 18Q: 3 clusters Score -382880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -382881.812500 Penalty: 807.968689
	Iteration 19Q: 3 clusters Score -382881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -382883.343750 Penalty: 807.968689
	Iteration 20F: 3 clusters Score -382883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -382884.218750 Penalty: 807.968689
	Iteration 21Q: 3 clusters Score -382884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -382886.781250 Penalty: 807.968689
	Iteration 22Q: 3 clusters Score -382886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -382889.656250 Penalty: 807.968689
	Iteration 23Q: 3 clusters Score -382889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -382890.937500 Penalty: 807.968689
	Iteration 24Q: 3 clusters Score -382890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -382890.937500 Penalty: 807.968689
	Iteration 25F: 3 clusters Score -382890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -7975.226074 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -7975.226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7720.716797 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -7720.717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7773.285156 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -7773.285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7793.704590 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -7793.705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7800.877441 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -7800.877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7807.332031 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -7807.332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7817.484863 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -7817.485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7831.270508 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -7831.271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7851.155273 Penalty: 465.190857
	Iteration 7Q: 3 clusters Score -7851.155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7865.455078 Penalty: 465.190857
	Iteration 8Q: 3 clusters Score -7865.455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7873.070801 Penalty: 465.190857
	Iteration 9Q: 3 clusters Score -7873.071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7888.954102 Penalty: 465.190857
	Iteration 10Q: 3 clusters Score -7888.954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7899.656250 Penalty: 465.190857
	Iteration 11Q: 3 clusters Score -7899.656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7899.656250 Penalty: 465.190857
	Iteration 12F: 3 clusters Score -7899.656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -30917.197266 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -30917.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30311.863281 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -30311.86 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -30511.115234 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -30511.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -30556.027344 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -30556.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -30585.599609 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -30585.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -30605.933594 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -30605.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -30623.662109 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -30623.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -30651.123047 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -30651.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -30675.128906 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -30675.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -30688.527344 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -30688.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -30698.353516 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -30698.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -30708.078125 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -30708.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -30710.621094 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -30710.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -30713.083984 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -30713.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -30714.195312 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -30714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -30714.449219 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -30714.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -30714.449219 Penalty: 592.162231
	Iteration 15F: 3 clusters Score -30714.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -44165.484375 Penalty: 301.756073
	Iteration 0F: 2 clusters Score -44165.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -43527.031250 Penalty: 603.512146
	Iteration 0F: 3 clusters Score -43527.03 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43721.496094 Penalty: 603.512146
	Iteration 1F: 3 clusters Score -43721.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -43766.210938 Penalty: 603.512146
	Iteration 2F: 3 clusters Score -43766.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -43789.457031 Penalty: 603.512146
	Iteration 3Q: 3 clusters Score -43789.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -43801.957031 Penalty: 603.512146
	Iteration 4Q: 3 clusters Score -43801.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -43814.382812 Penalty: 603.512146
	Iteration 5Q: 3 clusters Score -43814.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -43820.734375 Penalty: 603.512146
	Iteration 6Q: 3 clusters Score -43820.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -43826.828125 Penalty: 603.512146
	Iteration 7Q: 3 clusters Score -43826.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -43834.914062 Penalty: 603.512146
	Iteration 8Q: 3 clusters Score -43834.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -43842.011719 Penalty: 603.512146
	Iteration 9Q: 3 clusters Score -43842.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43845.480469 Penalty: 603.512146
	Iteration 10Q: 3 clusters Score -43845.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -43849.500000 Penalty: 603.512146
	Iteration 11Q: 3 clusters Score -43849.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -43854.078125 Penalty: 603.512146
	Iteration 12Q: 3 clusters Score -43854.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -43855.113281 Penalty: 603.512146
	Iteration 13Q: 3 clusters Score -43855.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -43855.503906 Penalty: 603.512146
	Iteration 14Q: 3 clusters Score -43855.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -43855.503906 Penalty: 603.512146
	Iteration 15F: 3 clusters Score -43855.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -22653.556641 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -22653.56 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 206 members 
Entering Unmasked Estep 
Score: -22229.771484 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -22229.77 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22356.083984 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -22356.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22398.660156 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -22398.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22440.972656 Penalty: 546.578186
	Iteration 3F: 3 clusters Score -22440.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22476.005859 Penalty: 546.578186
	Iteration 4F: 3 clusters Score -22476.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22496.882812 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -22496.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22524.300781 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -22524.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22558.828125 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -22558.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22570.669922 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -22570.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22582.689453 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -22582.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22591.531250 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -22591.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22593.548828 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -22593.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22593.960938 Penalty: 546.578186
	Iteration 12Q: 3 clusters Score -22593.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22594.390625 Penalty: 546.578186
	Iteration 13Q: 3 clusters Score -22594.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22597.076172 Penalty: 546.578186
	Iteration 14Q: 3 clusters Score -22597.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22602.720703 Penalty: 546.578186
	Iteration 15Q: 3 clusters Score -22602.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22606.501953 Penalty: 546.578186
	Iteration 16Q: 3 clusters Score -22606.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22616.656250 Penalty: 546.578186
	Iteration 17Q: 3 clusters Score -22616.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22638.007812 Penalty: 546.578186
	Iteration 18Q: 3 clusters Score -22638.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22657.816406 Penalty: 546.578186
	Iteration 19Q: 3 clusters Score -22657.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22662.304688 Penalty: 546.578186
	Iteration 20F: 3 clusters Score -22662.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 915 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 227 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 846 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 179 members 
Entering Unmasked Estep 
Score: -10142234.000000 Penalty: 33163.933594
Splitting cluster 38 changes total score from -10142507.000000 to -10142234.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -4807.644531 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -4807.645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4605.019531 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -4605.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4657.556152 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -4657.556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4670.117188 Penalty: 433.357849
	Iteration 2F: 3 clusters Score -4670.117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -31016.896484 Penalty: 288.806213
	Iteration 0F: 2 clusters Score -31016.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -30504.722656 Penalty: 577.612427
	Iteration 0F: 3 clusters Score -30504.72 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -30688.949219 Penalty: 577.612427
	Iteration 1F: 3 clusters Score -30688.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -30736.574219 Penalty: 577.612427
	Iteration 2F: 3 clusters Score -30736.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -30772.976562 Penalty: 577.612427
	Iteration 3F: 3 clusters Score -30772.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30796.386719 Penalty: 577.612427
	Iteration 4Q: 3 clusters Score -30796.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30822.181641 Penalty: 577.612427
	Iteration 5Q: 3 clusters Score -30822.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30834.146484 Penalty: 577.612427
	Iteration 6Q: 3 clusters Score -30834.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30846.591797 Penalty: 577.612427
	Iteration 7Q: 3 clusters Score -30846.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30853.500000 Penalty: 577.612427
	Iteration 8Q: 3 clusters Score -30853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30854.457031 Penalty: 577.612427
	Iteration 9Q: 3 clusters Score -30854.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30854.689453 Penalty: 577.612427
	Iteration 10Q: 3 clusters Score -30854.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30855.738281 Penalty: 577.612427
	Iteration 11Q: 3 clusters Score -30855.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30857.033203 Penalty: 577.612427
	Iteration 12Q: 3 clusters Score -30857.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30858.421875 Penalty: 577.612427
	Iteration 13Q: 3 clusters Score -30858.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30859.351562 Penalty: 577.612427
	Iteration 14Q: 3 clusters Score -30859.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30861.835938 Penalty: 577.612427
	Iteration 15Q: 3 clusters Score -30861.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30863.216797 Penalty: 577.612427
	Iteration 16Q: 3 clusters Score -30863.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30863.900391 Penalty: 577.612427
	Iteration 17Q: 3 clusters Score -30863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30865.455078 Penalty: 577.612427
	Iteration 18Q: 3 clusters Score -30865.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -30865.783203 Penalty: 577.612427
	Iteration 19Q: 3 clusters Score -30865.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -30866.134766 Penalty: 577.612427
	Iteration 20F: 3 clusters Score -30866.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -30866.861328 Penalty: 577.612427
	Iteration 21Q: 3 clusters Score -30866.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -30866.861328 Penalty: 577.612427
	Iteration 22F: 3 clusters Score -30866.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -7958.820312 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -7958.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7661.960938 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -7661.961 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7756.241211 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -7756.241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7792.243164 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -7792.243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7820.880859 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -7820.881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7853.394531 Penalty: 492.052612
	Iteration 4F: 3 clusters Score -7853.395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7857.928711 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -7857.929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7859.629883 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -7859.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7865.234375 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -7865.234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7870.105469 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -7870.105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7872.908691 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -7872.909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7877.195312 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -7877.195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7877.634766 Penalty: 492.052612
	Iteration 11Q: 3 clusters Score -7877.635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7878.235352 Penalty: 492.052612
	Iteration 12Q: 3 clusters Score -7878.235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7878.235352 Penalty: 492.052612
	Iteration 13F: 3 clusters Score -7878.235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -22554.332031 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -22554.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22118.839844 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -22118.84 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22259.523438 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -22259.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22305.154297 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -22305.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22337.958984 Penalty: 546.578186
	Iteration 3F: 3 clusters Score -22337.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22363.566406 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -22363.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22387.947266 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -22387.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22402.558594 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -22402.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22406.304688 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -22406.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22410.093750 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -22410.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22414.447266 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -22414.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22416.625000 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -22416.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22417.132812 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -22417.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22417.642578 Penalty: 546.578186
	Iteration 12Q: 3 clusters Score -22417.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22417.642578 Penalty: 546.578186
	Iteration 13F: 3 clusters Score -22417.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -21623.171875 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -21623.17 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 212 members 
Entering Unmasked Estep 
Score: -21192.876953 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -21192.88 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21349.308594 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -21349.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21434.498047 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -21434.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21472.921875 Penalty: 547.025330
	Iteration 3F: 3 clusters Score -21472.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21485.636719 Penalty: 547.025330
	Iteration 4Q: 3 clusters Score -21485.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21499.619141 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -21499.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21514.269531 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -21514.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21526.105469 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -21526.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21538.345703 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -21538.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21557.605469 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -21557.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -21590.851562 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -21590.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -21596.742188 Penalty: 547.025330
	Iteration 11Q: 3 clusters Score -21596.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21600.837891 Penalty: 547.025330
	Iteration 12Q: 3 clusters Score -21600.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21603.341797 Penalty: 547.025330
	Iteration 13Q: 3 clusters Score -21603.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21604.767578 Penalty: 547.025330
	Iteration 14Q: 3 clusters Score -21604.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21604.767578 Penalty: 547.025330
	Iteration 15F: 3 clusters Score -21604.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -5374.552734 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -5374.553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5191.208984 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -5191.209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5255.995117 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -5255.995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5261.920410 Penalty: 419.975952
	Iteration 2Q: 3 clusters Score -5261.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5266.896484 Penalty: 419.975952
	Iteration 3Q: 3 clusters Score -5266.896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5269.820312 Penalty: 419.975952
	Iteration 4Q: 3 clusters Score -5269.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5272.192383 Penalty: 419.975952
	Iteration 5Q: 3 clusters Score -5272.192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5280.956055 Penalty: 419.975952
	Iteration 6Q: 3 clusters Score -5280.956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5292.115234 Penalty: 419.975952
	Iteration 7Q: 3 clusters Score -5292.115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5292.115234 Penalty: 419.975952
	Iteration 8F: 3 clusters Score -5292.115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -55063.132812 Penalty: 316.436066
	Iteration 0F: 2 clusters Score -55063.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -54252.675781 Penalty: 632.872131
	Iteration 0F: 3 clusters Score -54252.68 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -54472.683594 Penalty: 632.872131
	Iteration 1F: 3 clusters Score -54472.68 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -54535.867188 Penalty: 632.872131
	Iteration 2F: 3 clusters Score -54535.87 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -54606.636719 Penalty: 632.872131
	Iteration 3F: 3 clusters Score -54606.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -54665.820312 Penalty: 632.872131
	Iteration 4F: 3 clusters Score -54665.82 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -54721.335938 Penalty: 632.872131
	Iteration 5F: 3 clusters Score -54721.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -54760.414062 Penalty: 632.872131
	Iteration 6Q: 3 clusters Score -54760.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -54800.507812 Penalty: 632.872131
	Iteration 7Q: 3 clusters Score -54800.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -54820.718750 Penalty: 632.872131
	Iteration 8Q: 3 clusters Score -54820.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -54830.574219 Penalty: 632.872131
	Iteration 9Q: 3 clusters Score -54830.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -54833.750000 Penalty: 632.872131
	Iteration 10Q: 3 clusters Score -54833.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -54834.246094 Penalty: 632.872131
	Iteration 11Q: 3 clusters Score -54834.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -54834.457031 Penalty: 632.872131
	Iteration 12Q: 3 clusters Score -54834.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -54834.457031 Penalty: 632.872131
	Iteration 13F: 3 clusters Score -54834.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9604.480469 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -9604.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9354.668945 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9354.669 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9509.969727 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -9509.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9559.184570 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -9559.185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9592.825195 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -9592.825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9614.790039 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -9614.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9629.341797 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -9629.342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9631.885742 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -9631.886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9631.885742 Penalty: 480.771515
	Iteration 7F: 3 clusters Score -9631.886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 915 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 56 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 846 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 141 members 
Entering Unmasked Estep 
Score: -10142218.000000 Penalty: 33163.933594
Splitting cluster 46 changes total score from -10142507.000000 to -10142218.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (3111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Entering Unmasked Estep 
Score: -181561.234375 Penalty: 365.942841
	Iteration 0F: 2 clusters Score -181561.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -179444.781250 Penalty: 731.885681
	Iteration 0F: 3 clusters Score -179444.8 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -180204.281250 Penalty: 731.885681
	Iteration 1F: 3 clusters Score -180204.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -180330.109375 Penalty: 731.885681
	Iteration 2F: 3 clusters Score -180330.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -180444.140625 Penalty: 731.885681
	Iteration 3F: 3 clusters Score -180444.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -180547.203125 Penalty: 731.885681
	Iteration 4Q: 3 clusters Score -180547.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -180657.734375 Penalty: 731.885681
	Iteration 5Q: 3 clusters Score -180657.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -180748.687500 Penalty: 731.885681
	Iteration 6Q: 3 clusters Score -180748.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -180813.234375 Penalty: 731.885681
	Iteration 7Q: 3 clusters Score -180813.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -180845.984375 Penalty: 731.885681
	Iteration 8Q: 3 clusters Score -180846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -180876.328125 Penalty: 731.885681
	Iteration 9Q: 3 clusters Score -180876.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -180894.937500 Penalty: 731.885681
	Iteration 10Q: 3 clusters Score -180894.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -180913.250000 Penalty: 731.885681
	Iteration 11Q: 3 clusters Score -180913.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -180925.812500 Penalty: 731.885681
	Iteration 12Q: 3 clusters Score -180925.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -180933.703125 Penalty: 731.885681
	Iteration 13Q: 3 clusters Score -180933.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -180944.671875 Penalty: 731.885681
	Iteration 14Q: 3 clusters Score -180944.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -180953.312500 Penalty: 731.885681
	Iteration 15Q: 3 clusters Score -180953.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -180960.390625 Penalty: 731.885681
	Iteration 16Q: 3 clusters Score -180960.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -180970.656250 Penalty: 731.885681
	Iteration 17Q: 3 clusters Score -180970.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -180982.640625 Penalty: 731.885681
	Iteration 18Q: 3 clusters Score -180982.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -180990.015625 Penalty: 731.885681
	Iteration 19Q: 3 clusters Score -180990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -180997.609375 Penalty: 731.885681
	Iteration 20F: 3 clusters Score -180997.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -181003.093750 Penalty: 731.885681
	Iteration 21Q: 3 clusters Score -181003.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -181009.250000 Penalty: 731.885681
	Iteration 22Q: 3 clusters Score -181009.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -181015.468750 Penalty: 731.885681
	Iteration 23Q: 3 clusters Score -181015.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -181022.484375 Penalty: 731.885681
	Iteration 24Q: 3 clusters Score -181022.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -181033.500000 Penalty: 731.885681
	Iteration 25Q: 3 clusters Score -181033.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -181045.031250 Penalty: 731.885681
	Iteration 26Q: 3 clusters Score -181045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -181059.578125 Penalty: 731.885681
	Iteration 27Q: 3 clusters Score -181059.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -181077.937500 Penalty: 731.885681
	Iteration 28Q: 3 clusters Score -181077.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -181089.890625 Penalty: 731.885681
	Iteration 29Q: 3 clusters Score -181089.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -181106.187500 Penalty: 731.885681
	Iteration 30Q: 3 clusters Score -181106.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -181124.000000 Penalty: 731.885681
	Iteration 31Q: 3 clusters Score -181124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -181141.984375 Penalty: 731.885681
	Iteration 32Q: 3 clusters Score -181142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -181158.078125 Penalty: 731.885681
	Iteration 33Q: 3 clusters Score -181158.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -181174.843750 Penalty: 731.885681
	Iteration 34Q: 3 clusters Score -181174.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -181188.734375 Penalty: 731.885681
	Iteration 35Q: 3 clusters Score -181188.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -181206.234375 Penalty: 731.885681
	Iteration 36Q: 3 clusters Score -181206.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -181220.531250 Penalty: 731.885681
	Iteration 37Q: 3 clusters Score -181220.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -181230.875000 Penalty: 731.885681
	Iteration 38Q: 3 clusters Score -181230.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -181244.796875 Penalty: 731.885681
	Iteration 39Q: 3 clusters Score -181244.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -181253.984375 Penalty: 731.885681
	Iteration 40F: 3 clusters Score -181254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -181261.890625 Penalty: 731.885681
	Iteration 41Q: 3 clusters Score -181261.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -181272.218750 Penalty: 731.885681
	Iteration 42Q: 3 clusters Score -181272.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -181279.578125 Penalty: 731.885681
	Iteration 43Q: 3 clusters Score -181279.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -181281.250000 Penalty: 731.885681
	Iteration 44Q: 3 clusters Score -181281.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -181282.265625 Penalty: 731.885681
	Iteration 45Q: 3 clusters Score -181282.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -181282.781250 Penalty: 731.885681
	Iteration 46Q: 3 clusters Score -181282.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -181284.968750 Penalty: 731.885681
	Iteration 47Q: 3 clusters Score -181285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -181285.015625 Penalty: 731.885681
	Iteration 48Q: 3 clusters Score -181285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -181286.234375 Penalty: 731.885681
	Iteration 49Q: 3 clusters Score -181286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -181287.234375 Penalty: 731.885681
	Iteration 50Q: 3 clusters Score -181287.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -181289.531250 Penalty: 731.885681
	Iteration 51Q: 3 clusters Score -181289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -181291.968750 Penalty: 731.885681
	Iteration 52Q: 3 clusters Score -181292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -181293.250000 Penalty: 731.885681
	Iteration 53Q: 3 clusters Score -181293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -181293.531250 Penalty: 731.885681
	Iteration 54Q: 3 clusters Score -181293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -181294.968750 Penalty: 731.885681
	Iteration 55Q: 3 clusters Score -181295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -181297.171875 Penalty: 731.885681
	Iteration 56Q: 3 clusters Score -181297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -181299.312500 Penalty: 731.885681
	Iteration 57Q: 3 clusters Score -181299.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -181301.609375 Penalty: 731.885681
	Iteration 58Q: 3 clusters Score -181301.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -181303.046875 Penalty: 731.885681
	Iteration 59Q: 3 clusters Score -181303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -181304.500000 Penalty: 731.885681
	Iteration 60F: 3 clusters Score -181304.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -181306.015625 Penalty: 731.885681
	Iteration 61Q: 3 clusters Score -181306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -181307.109375 Penalty: 731.885681
	Iteration 62Q: 3 clusters Score -181307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -181309.046875 Penalty: 731.885681
	Iteration 63Q: 3 clusters Score -181309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -181310.093750 Penalty: 731.885681
	Iteration 64Q: 3 clusters Score -181310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -181310.359375 Penalty: 731.885681
	Iteration 65Q: 3 clusters Score -181310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -181311.500000 Penalty: 731.885681
	Iteration 66Q: 3 clusters Score -181311.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -181313.359375 Penalty: 731.885681
	Iteration 67Q: 3 clusters Score -181313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -181313.875000 Penalty: 731.885681
	Iteration 68Q: 3 clusters Score -181313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -181316.625000 Penalty: 731.885681
	Iteration 69Q: 3 clusters Score -181316.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -181319.656250 Penalty: 731.885681
	Iteration 70Q: 3 clusters Score -181319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -181320.562500 Penalty: 731.885681
	Iteration 71Q: 3 clusters Score -181320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -181320.562500 Penalty: 731.885681
	Iteration 72F: 3 clusters Score -181320.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -44546.968750 Penalty: 306.693634
	Iteration 0F: 2 clusters Score -44546.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43843.304688 Penalty: 613.387268
	Iteration 0F: 3 clusters Score -43843.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -44102.425781 Penalty: 613.387268
	Iteration 1F: 3 clusters Score -44102.43 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -44252.855469 Penalty: 613.387268
	Iteration 2F: 3 clusters Score -44252.86 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -44319.515625 Penalty: 613.387268
	Iteration 3F: 3 clusters Score -44319.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -44342.265625 Penalty: 613.387268
	Iteration 4Q: 3 clusters Score -44342.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -44370.832031 Penalty: 613.387268
	Iteration 5Q: 3 clusters Score -44370.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -44385.585938 Penalty: 613.387268
	Iteration 6Q: 3 clusters Score -44385.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -44396.089844 Penalty: 613.387268
	Iteration 7Q: 3 clusters Score -44396.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -44403.046875 Penalty: 613.387268
	Iteration 8Q: 3 clusters Score -44403.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -44410.500000 Penalty: 613.387268
	Iteration 9Q: 3 clusters Score -44410.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -44413.703125 Penalty: 613.387268
	Iteration 10Q: 3 clusters Score -44413.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -44421.757812 Penalty: 613.387268
	Iteration 11Q: 3 clusters Score -44421.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -44426.117188 Penalty: 613.387268
	Iteration 12Q: 3 clusters Score -44426.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -44432.175781 Penalty: 613.387268
	Iteration 13Q: 3 clusters Score -44432.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -44439.117188 Penalty: 613.387268
	Iteration 14Q: 3 clusters Score -44439.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -44447.070312 Penalty: 613.387268
	Iteration 15Q: 3 clusters Score -44447.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -44456.757812 Penalty: 613.387268
	Iteration 16Q: 3 clusters Score -44456.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -44470.054688 Penalty: 613.387268
	Iteration 17Q: 3 clusters Score -44470.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -44489.945312 Penalty: 613.387268
	Iteration 18Q: 3 clusters Score -44489.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -44509.734375 Penalty: 613.387268
	Iteration 19Q: 3 clusters Score -44509.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -44526.511719 Penalty: 613.387268
	Iteration 20F: 3 clusters Score -44526.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -44539.187500 Penalty: 613.387268
	Iteration 21Q: 3 clusters Score -44539.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -44545.488281 Penalty: 613.387268
	Iteration 22Q: 3 clusters Score -44545.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -44548.710938 Penalty: 613.387268
	Iteration 23Q: 3 clusters Score -44548.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -44548.917969 Penalty: 613.387268
	Iteration 24Q: 3 clusters Score -44548.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -44548.917969 Penalty: 613.387268
	Iteration 25F: 3 clusters Score -44548.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 915 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 193 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 653 members 
Entering Unmasked Estep 
Score: -10142268.000000 Penalty: 33163.933594
Splitting cluster 48 changes total score from -10142507.000000 to -10142268.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (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: -17721.080078 Penalty: 264.813782
	Iteration 0F: 2 clusters Score -17721.08 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 162 members 
Entering Unmasked Estep 
Score: -17348.232422 Penalty: 529.627563
	Iteration 0F: 3 clusters Score -17348.23 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17530.724609 Penalty: 529.627563
	Iteration 1F: 3 clusters Score -17530.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17591.966797 Penalty: 529.627563
	Iteration 2F: 3 clusters Score -17591.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17651.205078 Penalty: 529.627563
	Iteration 3F: 3 clusters Score -17651.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17681.759766 Penalty: 529.627563
	Iteration 4F: 3 clusters Score -17681.76 nChanged 7
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: -17690.582031 Penalty: 529.627563
	Iteration 5Q: 3 clusters Score -17690.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17699.482422 Penalty: 529.627563
	Iteration 6Q: 3 clusters Score -17699.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17708.304688 Penalty: 529.627563
	Iteration 7Q: 3 clusters Score -17708.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17718.044922 Penalty: 529.627563
	Iteration 8Q: 3 clusters Score -17718.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17722.287109 Penalty: 529.627563
	Iteration 9Q: 3 clusters Score -17722.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17725.623047 Penalty: 529.627563
	Iteration 10Q: 3 clusters Score -17725.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17727.576172 Penalty: 529.627563
	Iteration 11Q: 3 clusters Score -17727.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17728.261719 Penalty: 529.627563
	Iteration 12Q: 3 clusters Score -17728.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17728.261719 Penalty: 529.627563
	Iteration 13F: 3 clusters Score -17728.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 915 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 846 members 
Mstep: Class 49 contains 136 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 201 members 
Entering Unmasked Estep 
Score: -10142231.000000 Penalty: 33163.933594
Splitting cluster 49 changes total score from -10142507.000000 to -10142231.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -8930.610352 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -8930.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8659.905273 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -8659.905 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8743.046875 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -8743.047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8774.386719 Penalty: 469.995514
	Iteration 2F: 3 clusters Score -8774.387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8788.275391 Penalty: 469.995514
	Iteration 3F: 3 clusters Score -8788.275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8793.837891 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -8793.838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8794.433594 Penalty: 469.995514
	Iteration 5Q: 3 clusters Score -8794.434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8794.433594 Penalty: 469.995514
	Iteration 6F: 3 clusters Score -8794.434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8116.500488 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8116.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7879.654785 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7879.655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7927.822266 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7927.822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7951.698242 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7951.698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7995.798828 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -7995.799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8016.317871 Penalty: 454.129395
	Iteration 4F: 3 clusters Score -8016.318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8030.627930 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8030.628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8053.174316 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8053.174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8060.818848 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -8060.819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8077.347656 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -8077.348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8096.051270 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -8096.051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8103.923828 Penalty: 454.129395
	Iteration 10Q: 3 clusters Score -8103.924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8107.034180 Penalty: 454.129395
	Iteration 11Q: 3 clusters Score -8107.034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8107.034180 Penalty: 454.129395
	Iteration 12F: 3 clusters Score -8107.034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (9087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Entering Unmasked Estep 
Score: -523658.687500 Penalty: 414.714294
	Iteration 0F: 2 clusters Score -523658.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -517625.625000 Penalty: 829.428589
	Iteration 0F: 3 clusters Score -517625.6 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -519980.312500 Penalty: 829.428589
	Iteration 1F: 3 clusters Score -519980.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -520275.375000 Penalty: 829.428589
	Iteration 2F: 3 clusters Score -520275.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -520755.437500 Penalty: 829.428589
	Iteration 3F: 3 clusters Score -520755.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -521492.125000 Penalty: 829.428589
	Iteration 4F: 3 clusters Score -521492.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -522252.500000 Penalty: 829.428589
	Iteration 5F: 3 clusters Score -522252.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -522848.781250 Penalty: 829.428589
	Iteration 6F: 3 clusters Score -522848.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -523217.125000 Penalty: 829.428589
	Iteration 7Q: 3 clusters Score -523217.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -523382.875000 Penalty: 829.428589
	Iteration 8Q: 3 clusters Score -523382.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -523462.468750 Penalty: 829.428589
	Iteration 9Q: 3 clusters Score -523462.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -523496.031250 Penalty: 829.428589
	Iteration 10Q: 3 clusters Score -523496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -523519.875000 Penalty: 829.428589
	Iteration 11Q: 3 clusters Score -523519.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -523534.687500 Penalty: 829.428589
	Iteration 12Q: 3 clusters Score -523534.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -523544.625000 Penalty: 829.428589
	Iteration 13Q: 3 clusters Score -523544.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -523552.843750 Penalty: 829.428589
	Iteration 14Q: 3 clusters Score -523552.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -523556.968750 Penalty: 829.428589
	Iteration 15Q: 3 clusters Score -523557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -523560.531250 Penalty: 829.428589
	Iteration 16Q: 3 clusters Score -523560.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -523561.468750 Penalty: 829.428589
	Iteration 17Q: 3 clusters Score -523561.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -523561.875000 Penalty: 829.428589
	Iteration 18Q: 3 clusters Score -523561.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -523563.906250 Penalty: 829.428589
	Iteration 19Q: 3 clusters Score -523563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -523563.937500 Penalty: 829.428589
	Iteration 20F: 3 clusters Score -523563.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -523564.718750 Penalty: 829.428589
	Iteration 21Q: 3 clusters Score -523564.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -523565.968750 Penalty: 829.428589
	Iteration 22Q: 3 clusters Score -523566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -523565.718750 Penalty: 829.428589
	Iteration 23Q: 3 clusters Score -523565.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -523565.718750 Penalty: 829.428589
	Iteration 24F: 3 clusters Score -523565.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -5391.766113 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -5391.766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5193.809082 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -5193.809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5285.420898 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -5285.421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5311.248535 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -5311.249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5314.623535 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -5314.624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5314.623535 Penalty: 424.372986
	Iteration 4F: 3 clusters Score -5314.624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4574.116699 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4574.117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4386.148926 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -4386.149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4421.648926 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -4421.649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4434.285645 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -4434.286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4435.561035 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -4435.561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4435.561035 Penalty: 424.372986
	Iteration 4F: 3 clusters Score -4435.561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -22930.517578 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -22930.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22502.343750 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -22502.34 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22665.314453 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -22665.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22705.015625 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -22705.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22733.189453 Penalty: 547.025330
	Iteration 3Q: 3 clusters Score -22733.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22760.080078 Penalty: 547.025330
	Iteration 4F: 3 clusters Score -22760.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22804.068359 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -22804.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22860.960938 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -22860.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22903.181641 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -22903.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22920.726562 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -22920.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22937.917969 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -22937.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22945.595703 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -22945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22952.496094 Penalty: 547.025330
	Iteration 11Q: 3 clusters Score -22952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22954.412109 Penalty: 547.025330
	Iteration 12Q: 3 clusters Score -22954.41 nChanged 1
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: -22955.238281 Penalty: 547.025330
	Iteration 13Q: 3 clusters Score -22955.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22955.681641 Penalty: 547.025330
	Iteration 14Q: 3 clusters Score -22955.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22955.681641 Penalty: 547.025330
	Iteration 15F: 3 clusters Score -22955.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 915 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 846 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 204 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 204 members 
Entering Unmasked Estep 
Score: -10142245.000000 Penalty: 33163.933594
Splitting cluster 55 changes total score from -10142507.000000 to -10142245.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -5694.784668 Penalty: 210.436264
	Iteration 0F: 2 clusters Score -5694.785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5473.741699 Penalty: 420.872528
	Iteration 0F: 3 clusters Score -5473.742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5502.852539 Penalty: 420.872528
	Iteration 1F: 3 clusters Score -5502.853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5512.397461 Penalty: 420.872528
	Iteration 2Q: 3 clusters Score -5512.397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5519.461426 Penalty: 420.872528
	Iteration 3Q: 3 clusters Score -5519.461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5525.151367 Penalty: 420.872528
	Iteration 4Q: 3 clusters Score -5525.151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5531.328125 Penalty: 420.872528
	Iteration 5Q: 3 clusters Score -5531.328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5535.352539 Penalty: 420.872528
	Iteration 6Q: 3 clusters Score -5535.353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5535.352539 Penalty: 420.872528
	Iteration 7F: 3 clusters Score -5535.353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Entering Unmasked Estep 
Score: -90246.437500 Penalty: 338.819611
	Iteration 0F: 2 clusters Score -90246.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -89008.484375 Penalty: 677.639221
	Iteration 0F: 3 clusters Score -89008.48 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -89550.703125 Penalty: 677.639221
	Iteration 1F: 3 clusters Score -89550.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -89673.007812 Penalty: 677.639221
	Iteration 2F: 3 clusters Score -89673.01 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -89723.804688 Penalty: 677.639221
	Iteration 3F: 3 clusters Score -89723.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -89757.375000 Penalty: 677.639221
	Iteration 4Q: 3 clusters Score -89757.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -89777.429688 Penalty: 677.639221
	Iteration 5Q: 3 clusters Score -89777.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -89796.968750 Penalty: 677.639221
	Iteration 6Q: 3 clusters Score -89796.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -89829.968750 Penalty: 677.639221
	Iteration 7Q: 3 clusters Score -89829.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -89874.671875 Penalty: 677.639221
	Iteration 8Q: 3 clusters Score -89874.67 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -89927.453125 Penalty: 677.639221
	Iteration 9Q: 3 clusters Score -89927.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -89960.609375 Penalty: 677.639221
	Iteration 10Q: 3 clusters Score -89960.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -89989.031250 Penalty: 677.639221
	Iteration 11Q: 3 clusters Score -89989.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -90009.664062 Penalty: 677.639221
	Iteration 12Q: 3 clusters Score -90009.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -90025.617188 Penalty: 677.639221
	Iteration 13Q: 3 clusters Score -90025.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -90037.312500 Penalty: 677.639221
	Iteration 14Q: 3 clusters Score -90037.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -90046.507812 Penalty: 677.639221
	Iteration 15Q: 3 clusters Score -90046.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -90053.593750 Penalty: 677.639221
	Iteration 16Q: 3 clusters Score -90053.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -90060.992188 Penalty: 677.639221
	Iteration 17Q: 3 clusters Score -90060.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -90075.117188 Penalty: 677.639221
	Iteration 18Q: 3 clusters Score -90075.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -90087.218750 Penalty: 677.639221
	Iteration 19Q: 3 clusters Score -90087.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -90096.890625 Penalty: 677.639221
	Iteration 20F: 3 clusters Score -90096.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -90102.250000 Penalty: 677.639221
	Iteration 21Q: 3 clusters Score -90102.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -90106.164062 Penalty: 677.639221
	Iteration 22Q: 3 clusters Score -90106.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -90112.289062 Penalty: 677.639221
	Iteration 23Q: 3 clusters Score -90112.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -90120.890625 Penalty: 677.639221
	Iteration 24Q: 3 clusters Score -90120.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -90133.328125 Penalty: 677.639221
	Iteration 25Q: 3 clusters Score -90133.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -90149.773438 Penalty: 677.639221
	Iteration 26Q: 3 clusters Score -90149.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -90167.859375 Penalty: 677.639221
	Iteration 27Q: 3 clusters Score -90167.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -90179.804688 Penalty: 677.639221
	Iteration 28Q: 3 clusters Score -90179.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -90185.171875 Penalty: 677.639221
	Iteration 29Q: 3 clusters Score -90185.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -90187.750000 Penalty: 677.639221
	Iteration 30Q: 3 clusters Score -90187.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -90189.257812 Penalty: 677.639221
	Iteration 31Q: 3 clusters Score -90189.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -90189.789062 Penalty: 677.639221
	Iteration 32Q: 3 clusters Score -90189.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -90190.109375 Penalty: 677.639221
	Iteration 33Q: 3 clusters Score -90190.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -90190.109375 Penalty: 677.639221
	Iteration 34F: 3 clusters Score -90190.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -26302.769531 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -26302.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25832.439453 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -25832.44 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26049.710938 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -26049.71 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26118.839844 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -26118.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26180.535156 Penalty: 562.945007
	Iteration 3F: 3 clusters Score -26180.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -26231.708984 Penalty: 562.945007
	Iteration 4F: 3 clusters Score -26231.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26248.177734 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -26248.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26266.980469 Penalty: 562.945007
	Iteration 6Q: 3 clusters Score -26266.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26277.134766 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -26277.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26289.812500 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -26289.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26307.802734 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -26307.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26329.388672 Penalty: 562.945007
	Iteration 10Q: 3 clusters Score -26329.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26351.542969 Penalty: 562.945007
	Iteration 11Q: 3 clusters Score -26351.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26356.156250 Penalty: 562.945007
	Iteration 12Q: 3 clusters Score -26356.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26358.064453 Penalty: 562.945007
	Iteration 13Q: 3 clusters Score -26358.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26358.064453 Penalty: 562.945007
	Iteration 14F: 3 clusters Score -26358.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 915 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 846 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 215 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 271 members 
Entering Unmasked Estep 
Score: -10142288.000000 Penalty: 33163.933594
Splitting cluster 58 changes total score from -10142507.000000 to -10142288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10484.931641 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -10484.93 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 91 members 
Entering Unmasked Estep 
Score: -10200.297852 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -10200.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10251.829102 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10251.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10265.077148 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -10265.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10272.202148 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -10272.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10283.126953 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -10283.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10296.474609 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -10296.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10307.342773 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -10307.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10308.718750 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -10308.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10310.715820 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -10310.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10310.715820 Penalty: 480.771515
	Iteration 9F: 3 clusters Score -10310.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 592 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 915 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 846 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142504.000000 Penalty: 32611.203125
Iteration 159Q: 60 clusters Score -1.01425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 683 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 917 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 846 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1715 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142516.000000 Penalty: 32611.203125
Iteration 160F: 60 clusters Score -1.014252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 590 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 917 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 101 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 845 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 487 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142513.000000 Penalty: 32611.203125
Iteration 161Q: 60 clusters Score -1.014251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 590 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 917 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 100 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 844 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 488 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142513.000000 Penalty: 32611.203125
Iteration 162Q: 60 clusters Score -1.014251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 917 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 100 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 844 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 488 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142507.000000 Penalty: 32611.203125
Iteration 163Q: 60 clusters Score -1.014251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 916 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 100 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 844 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 488 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142523.000000 Penalty: 32611.203125
Iteration 164Q: 60 clusters Score -1.014252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 916 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 100 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 844 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 488 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142522.000000 Penalty: 32611.203125
Iteration 165Q: 60 clusters Score -1.014252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 916 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 100 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 844 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 488 members 
Mstep: Class 59 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142522.000000 Penalty: 32611.203125
Iteration 166F: 60 clusters Score -1.014252e+07 nChanged 0
Entering ConstructFrom: 
Score: -10142522.000000 Penalty: 32611.203125
Entering ConstructFrom: 
Trying to split cluster 1 (4864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Entering Unmasked Estep 
Score: -256033.500000 Penalty: 386.277557
	Iteration 0F: 2 clusters Score -256033.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -252711.390625 Penalty: 772.555115
	Iteration 0F: 3 clusters Score -252711.4 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -254232.531250 Penalty: 772.555115
	Iteration 1F: 3 clusters Score -254232.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -254441.078125 Penalty: 772.555115
	Iteration 2F: 3 clusters Score -254441.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -254627.000000 Penalty: 772.555115
	Iteration 3F: 3 clusters Score -254627 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -254772.656250 Penalty: 772.555115
	Iteration 4F: 3 clusters Score -254772.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -254880.500000 Penalty: 772.555115
	Iteration 5Q: 3 clusters Score -254880.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -254974.359375 Penalty: 772.555115
	Iteration 6Q: 3 clusters Score -254974.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -255061.640625 Penalty: 772.555115
	Iteration 7Q: 3 clusters Score -255061.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -255161.578125 Penalty: 772.555115
	Iteration 8Q: 3 clusters Score -255161.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -255252.375000 Penalty: 772.555115
	Iteration 9Q: 3 clusters Score -255252.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -255312.968750 Penalty: 772.555115
	Iteration 10Q: 3 clusters Score -255313 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -255356.703125 Penalty: 772.555115
	Iteration 11Q: 3 clusters Score -255356.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -255397.171875 Penalty: 772.555115
	Iteration 12Q: 3 clusters Score -255397.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -255432.734375 Penalty: 772.555115
	Iteration 13Q: 3 clusters Score -255432.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -255464.734375 Penalty: 772.555115
	Iteration 14Q: 3 clusters Score -255464.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -255507.562500 Penalty: 772.555115
	Iteration 15Q: 3 clusters Score -255507.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -255543.296875 Penalty: 772.555115
	Iteration 16Q: 3 clusters Score -255543.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -255576.375000 Penalty: 772.555115
	Iteration 17Q: 3 clusters Score -255576.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -255594.953125 Penalty: 772.555115
	Iteration 18Q: 3 clusters Score -255595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -255606.281250 Penalty: 772.555115
	Iteration 19Q: 3 clusters Score -255606.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -255615.343750 Penalty: 772.555115
	Iteration 20F: 3 clusters Score -255615.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -255633.843750 Penalty: 772.555115
	Iteration 21Q: 3 clusters Score -255633.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -255644.890625 Penalty: 772.555115
	Iteration 22Q: 3 clusters Score -255644.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -255651.703125 Penalty: 772.555115
	Iteration 23Q: 3 clusters Score -255651.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -255658.531250 Penalty: 772.555115
	Iteration 24Q: 3 clusters Score -255658.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -255667.328125 Penalty: 772.555115
	Iteration 25Q: 3 clusters Score -255667.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -255679.718750 Penalty: 772.555115
	Iteration 26Q: 3 clusters Score -255679.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -255694.093750 Penalty: 772.555115
	Iteration 27Q: 3 clusters Score -255694.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -255714.875000 Penalty: 772.555115
	Iteration 28Q: 3 clusters Score -255714.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -255741.500000 Penalty: 772.555115
	Iteration 29Q: 3 clusters Score -255741.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -255766.453125 Penalty: 772.555115
	Iteration 30Q: 3 clusters Score -255766.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -255789.687500 Penalty: 772.555115
	Iteration 31Q: 3 clusters Score -255789.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -255805.859375 Penalty: 772.555115
	Iteration 32Q: 3 clusters Score -255805.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -255816.968750 Penalty: 772.555115
	Iteration 33Q: 3 clusters Score -255817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -255826.812500 Penalty: 772.555115
	Iteration 34Q: 3 clusters Score -255826.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -255837.593750 Penalty: 772.555115
	Iteration 35Q: 3 clusters Score -255837.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -255845.640625 Penalty: 772.555115
	Iteration 36Q: 3 clusters Score -255845.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -255850.093750 Penalty: 772.555115
	Iteration 37Q: 3 clusters Score -255850.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -255855.515625 Penalty: 772.555115
	Iteration 38Q: 3 clusters Score -255855.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -255861.296875 Penalty: 772.555115
	Iteration 39Q: 3 clusters Score -255861.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -255867.343750 Penalty: 772.555115
	Iteration 40F: 3 clusters Score -255867.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -255873.109375 Penalty: 772.555115
	Iteration 41Q: 3 clusters Score -255873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -255877.734375 Penalty: 772.555115
	Iteration 42Q: 3 clusters Score -255877.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -255880.687500 Penalty: 772.555115
	Iteration 43Q: 3 clusters Score -255880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -255883.500000 Penalty: 772.555115
	Iteration 44Q: 3 clusters Score -255883.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -255887.171875 Penalty: 772.555115
	Iteration 45Q: 3 clusters Score -255887.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -255887.171875 Penalty: 772.555115
	Iteration 46F: 3 clusters Score -255887.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -7180.741211 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -7180.741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6869.222168 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -6869.222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6998.498047 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -6998.498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7044.969238 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -7044.969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7058.211426 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -7058.211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7061.375000 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -7061.375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7061.952637 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -7061.953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7062.475586 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -7062.476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7062.475586 Penalty: 504.611145
	Iteration 7F: 3 clusters Score -7062.476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -31252.480469 Penalty: 290.218384
	Iteration 0F: 2 clusters Score -31252.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -30699.144531 Penalty: 580.436768
	Iteration 0F: 3 clusters Score -30699.14 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30898.550781 Penalty: 580.436768
	Iteration 1F: 3 clusters Score -30898.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30977.576172 Penalty: 580.436768
	Iteration 2F: 3 clusters Score -30977.58 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31053.962891 Penalty: 580.436768
	Iteration 3F: 3 clusters Score -31053.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31152.630859 Penalty: 580.436768
	Iteration 4F: 3 clusters Score -31152.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31239.925781 Penalty: 580.436768
	Iteration 5F: 3 clusters Score -31239.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31296.605469 Penalty: 580.436768
	Iteration 6Q: 3 clusters Score -31296.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31327.275391 Penalty: 580.436768
	Iteration 7Q: 3 clusters Score -31327.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31335.845703 Penalty: 580.436768
	Iteration 8Q: 3 clusters Score -31335.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31338.640625 Penalty: 580.436768
	Iteration 9Q: 3 clusters Score -31338.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31339.835938 Penalty: 580.436768
	Iteration 10Q: 3 clusters Score -31339.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31340.255859 Penalty: 580.436768
	Iteration 11Q: 3 clusters Score -31340.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31340.556641 Penalty: 580.436768
	Iteration 12Q: 3 clusters Score -31340.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31340.556641 Penalty: 580.436768
	Iteration 13F: 3 clusters Score -31340.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 916 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 100 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 844 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 488 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 234 members 
Entering Unmasked Estep 
Score: -10142343.000000 Penalty: 33163.933594
Splitting cluster 3 changes total score from -10142522.000000 to -10142343.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -56991.167969 Penalty: 314.348358
	Iteration 0F: 2 clusters Score -56991.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -56180.687500 Penalty: 628.696716
	Iteration 0F: 3 clusters Score -56180.69 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -56404.578125 Penalty: 628.696716
	Iteration 1F: 3 clusters Score -56404.58 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -56452.816406 Penalty: 628.696716
	Iteration 2F: 3 clusters Score -56452.82 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -56505.390625 Penalty: 628.696716
	Iteration 3F: 3 clusters Score -56505.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -56566.183594 Penalty: 628.696716
	Iteration 4F: 3 clusters Score -56566.18 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -56634.148438 Penalty: 628.696716
	Iteration 5F: 3 clusters Score -56634.15 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -56694.679688 Penalty: 628.696716
	Iteration 6F: 3 clusters Score -56694.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -56754.171875 Penalty: 628.696716
	Iteration 7Q: 3 clusters Score -56754.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56802.375000 Penalty: 628.696716
	Iteration 8Q: 3 clusters Score -56802.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -56833.027344 Penalty: 628.696716
	Iteration 9Q: 3 clusters Score -56833.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56859.953125 Penalty: 628.696716
	Iteration 10Q: 3 clusters Score -56859.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56887.644531 Penalty: 628.696716
	Iteration 11Q: 3 clusters Score -56887.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56896.984375 Penalty: 628.696716
	Iteration 12Q: 3 clusters Score -56896.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56900.539062 Penalty: 628.696716
	Iteration 13Q: 3 clusters Score -56900.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56902.492188 Penalty: 628.696716
	Iteration 14Q: 3 clusters Score -56902.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56903.808594 Penalty: 628.696716
	Iteration 15Q: 3 clusters Score -56903.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56904.710938 Penalty: 628.696716
	Iteration 16Q: 3 clusters Score -56904.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56904.800781 Penalty: 628.696716
	Iteration 17Q: 3 clusters Score -56904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56904.800781 Penalty: 628.696716
	Iteration 18F: 3 clusters Score -56904.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -14849.237305 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -14849.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -14348.225586 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -14348.23 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -14488.499023 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -14488.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -14600.041992 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -14600.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14680.880859 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -14680.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14721.081055 Penalty: 563.504944
	Iteration 4F: 3 clusters Score -14721.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14745.822266 Penalty: 563.504944
	Iteration 5F: 3 clusters Score -14745.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14753.545898 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -14753.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14756.817383 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -14756.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14759.890625 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -14759.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -14760.187500 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -14760.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -14761.373047 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -14761.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14761.779297 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -14761.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14762.951172 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -14762.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -14763.777344 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -14763.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -14764.447266 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -14764.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14764.861328 Penalty: 563.504944
	Iteration 15Q: 3 clusters Score -14764.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14765.366211 Penalty: 563.504944
	Iteration 16Q: 3 clusters Score -14765.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -14767.299805 Penalty: 563.504944
	Iteration 17Q: 3 clusters Score -14767.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14768.582031 Penalty: 563.504944
	Iteration 18Q: 3 clusters Score -14768.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14768.582031 Penalty: 563.504944
	Iteration 19F: 3 clusters Score -14768.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -40594.015625 Penalty: 300.355957
	Iteration 0F: 2 clusters Score -40594.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -39925.527344 Penalty: 600.711914
	Iteration 0F: 3 clusters Score -39925.53 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40063.039062 Penalty: 600.711914
	Iteration 1F: 3 clusters Score -40063.04 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -40103.882812 Penalty: 600.711914
	Iteration 2F: 3 clusters Score -40103.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -40131.335938 Penalty: 600.711914
	Iteration 3F: 3 clusters Score -40131.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -40149.753906 Penalty: 600.711914
	Iteration 4Q: 3 clusters Score -40149.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40160.460938 Penalty: 600.711914
	Iteration 5Q: 3 clusters Score -40160.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -40165.933594 Penalty: 600.711914
	Iteration 6Q: 3 clusters Score -40165.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -40168.855469 Penalty: 600.711914
	Iteration 7Q: 3 clusters Score -40168.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -40171.578125 Penalty: 600.711914
	Iteration 8Q: 3 clusters Score -40171.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -40174.171875 Penalty: 600.711914
	Iteration 9Q: 3 clusters Score -40174.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -40175.406250 Penalty: 600.711914
	Iteration 10Q: 3 clusters Score -40175.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -40176.261719 Penalty: 600.711914
	Iteration 11Q: 3 clusters Score -40176.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -40177.750000 Penalty: 600.711914
	Iteration 12Q: 3 clusters Score -40177.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40180.828125 Penalty: 600.711914
	Iteration 13Q: 3 clusters Score -40180.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -40185.742188 Penalty: 600.711914
	Iteration 14Q: 3 clusters Score -40185.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -40191.113281 Penalty: 600.711914
	Iteration 15Q: 3 clusters Score -40191.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -40194.007812 Penalty: 600.711914
	Iteration 16Q: 3 clusters Score -40194.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -40197.671875 Penalty: 600.711914
	Iteration 17Q: 3 clusters Score -40197.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -40200.421875 Penalty: 600.711914
	Iteration 18Q: 3 clusters Score -40200.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -40206.992188 Penalty: 600.711914
	Iteration 19Q: 3 clusters Score -40206.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -40213.289062 Penalty: 600.711914
	Iteration 20F: 3 clusters Score -40213.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -40219.820312 Penalty: 600.711914
	Iteration 21Q: 3 clusters Score -40219.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -40225.566406 Penalty: 600.711914
	Iteration 22Q: 3 clusters Score -40225.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -40231.921875 Penalty: 600.711914
	Iteration 23Q: 3 clusters Score -40231.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -40240.765625 Penalty: 600.711914
	Iteration 24Q: 3 clusters Score -40240.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -40252.816406 Penalty: 600.711914
	Iteration 25Q: 3 clusters Score -40252.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -40262.589844 Penalty: 600.711914
	Iteration 26Q: 3 clusters Score -40262.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -40265.746094 Penalty: 600.711914
	Iteration 27Q: 3 clusters Score -40265.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -40268.695312 Penalty: 600.711914
	Iteration 28Q: 3 clusters Score -40268.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -40271.175781 Penalty: 600.711914
	Iteration 29Q: 3 clusters Score -40271.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -40272.230469 Penalty: 600.711914
	Iteration 30Q: 3 clusters Score -40272.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -40274.179688 Penalty: 600.711914
	Iteration 31Q: 3 clusters Score -40274.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -40275.167969 Penalty: 600.711914
	Iteration 32Q: 3 clusters Score -40275.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -40275.574219 Penalty: 600.711914
	Iteration 33Q: 3 clusters Score -40275.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -40275.949219 Penalty: 600.711914
	Iteration 34Q: 3 clusters Score -40275.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -40276.304688 Penalty: 600.711914
	Iteration 35Q: 3 clusters Score -40276.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -40276.367188 Penalty: 600.711914
	Iteration 36Q: 3 clusters Score -40276.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -40276.441406 Penalty: 600.711914
	Iteration 37Q: 3 clusters Score -40276.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -40276.890625 Penalty: 600.711914
	Iteration 38Q: 3 clusters Score -40276.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -40279.496094 Penalty: 600.711914
	Iteration 39Q: 3 clusters Score -40279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -40280.968750 Penalty: 600.711914
	Iteration 40F: 3 clusters Score -40280.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -40283.535156 Penalty: 600.711914
	Iteration 41Q: 3 clusters Score -40283.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -40287.710938 Penalty: 600.711914
	Iteration 42Q: 3 clusters Score -40287.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -40291.414062 Penalty: 600.711914
	Iteration 43Q: 3 clusters Score -40291.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -40294.914062 Penalty: 600.711914
	Iteration 44Q: 3 clusters Score -40294.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -40300.406250 Penalty: 600.711914
	Iteration 45Q: 3 clusters Score -40300.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -40303.546875 Penalty: 600.711914
	Iteration 46Q: 3 clusters Score -40303.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -40307.136719 Penalty: 600.711914
	Iteration 47Q: 3 clusters Score -40307.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -40310.347656 Penalty: 600.711914
	Iteration 48Q: 3 clusters Score -40310.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -40311.726562 Penalty: 600.711914
	Iteration 49Q: 3 clusters Score -40311.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -40312.949219 Penalty: 600.711914
	Iteration 50Q: 3 clusters Score -40312.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -40314.039062 Penalty: 600.711914
	Iteration 51Q: 3 clusters Score -40314.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -40315.988281 Penalty: 600.711914
	Iteration 52Q: 3 clusters Score -40315.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -40317.167969 Penalty: 600.711914
	Iteration 53Q: 3 clusters Score -40317.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -40317.683594 Penalty: 600.711914
	Iteration 54Q: 3 clusters Score -40317.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -40317.683594 Penalty: 600.711914
	Iteration 55F: 3 clusters Score -40317.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -11667.813477 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -11667.81 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 119 members 
Entering Unmasked Estep 
Score: -11355.893555 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -11355.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11466.345703 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -11466.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11486.762695 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -11486.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11505.340820 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -11505.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11523.764648 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -11523.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11537.000977 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -11537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11540.061523 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -11540.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11541.721680 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -11541.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11541.721680 Penalty: 497.208710
	Iteration 8F: 3 clusters Score -11541.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -8159.845215 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -8159.845 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 85 members 
Entering Unmasked Estep 
Score: -7927.694336 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -7927.694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8005.346191 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -8005.346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8030.010742 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -8030.011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8037.362793 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -8037.363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8040.874512 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -8040.875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8044.179688 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -8044.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8044.179688 Penalty: 472.052094
	Iteration 6F: 3 clusters Score -8044.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -22386.869141 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -22386.87 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 193 members 
Entering Unmasked Estep 
Score: -21957.673828 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -21957.67 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22079.869141 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -22079.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22137.468750 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -22137.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22197.048828 Penalty: 546.802002
	Iteration 3F: 3 clusters Score -22197.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22219.062500 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -22219.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22250.187500 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -22250.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22264.966797 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -22264.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22270.320312 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -22270.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22283.513672 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -22283.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22295.623047 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -22295.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22297.251953 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -22297.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22298.544922 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -22298.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22299.146484 Penalty: 546.802002
	Iteration 12Q: 3 clusters Score -22299.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -22299.960938 Penalty: 546.802002
	Iteration 13Q: 3 clusters Score -22299.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22300.712891 Penalty: 546.802002
	Iteration 14Q: 3 clusters Score -22300.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22300.712891 Penalty: 546.802002
	Iteration 15F: 3 clusters Score -22300.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -11877.235352 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11877.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11566.098633 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -11566.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11682.576172 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -11682.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11724.934570 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -11724.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11748.920898 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -11748.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11769.143555 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11769.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11784.440430 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11784.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11786.160156 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11786.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11786.160156 Penalty: 495.260010
	Iteration 7F: 3 clusters Score -11786.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12617.467773 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12617.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12301.765625 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -12301.77 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12360.257812 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12360.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12377.752930 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -12377.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12386.137695 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -12386.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12389.724609 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -12389.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12391.385742 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -12391.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12393.214844 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -12393.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12394.740234 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -12394.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12395.666016 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -12395.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12397.300781 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -12397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12398.656250 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -12398.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12400.127930 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -12400.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12400.127930 Penalty: 503.538452
	Iteration 12F: 3 clusters Score -12400.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14671.355469 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14671.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14331.424805 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14331.42 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14433.182617 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14433.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14476.709961 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14476.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14496.271484 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -14496.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14514.054688 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14514.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14526.436523 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14526.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14546.518555 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14546.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14558.850586 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14558.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14564.137695 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -14564.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14566.418945 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -14566.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14566.418945 Penalty: 506.371338
	Iteration 10F: 3 clusters Score -14566.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -8009.537598 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -8009.538 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 69 members 
Entering Unmasked Estep 
Score: -7767.573242 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -7767.573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7837.769531 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -7837.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7888.638184 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -7888.638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7921.251465 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -7921.251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7939.713379 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -7939.713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7972.154785 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -7972.155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7975.951172 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -7975.951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7982.435059 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -7982.435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7993.590820 Penalty: 459.536926
	Iteration 8Q: 3 clusters Score -7993.591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7995.128906 Penalty: 459.536926
	Iteration 9Q: 3 clusters Score -7995.129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7995.128906 Penalty: 459.536926
	Iteration 10F: 3 clusters Score -7995.129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -32903.964844 Penalty: 297.088562
	Iteration 0F: 2 clusters Score -32903.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -32325.728516 Penalty: 594.177124
	Iteration 0F: 3 clusters Score -32325.73 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -32595.476562 Penalty: 594.177124
	Iteration 1F: 3 clusters Score -32595.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -32676.804688 Penalty: 594.177124
	Iteration 2F: 3 clusters Score -32676.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -32713.304688 Penalty: 594.177124
	Iteration 3F: 3 clusters Score -32713.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -32733.546875 Penalty: 594.177124
	Iteration 4Q: 3 clusters Score -32733.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -32747.746094 Penalty: 594.177124
	Iteration 5Q: 3 clusters Score -32747.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -32762.751953 Penalty: 594.177124
	Iteration 6Q: 3 clusters Score -32762.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -32775.843750 Penalty: 594.177124
	Iteration 7Q: 3 clusters Score -32775.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -32786.851562 Penalty: 594.177124
	Iteration 8Q: 3 clusters Score -32786.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -32796.425781 Penalty: 594.177124
	Iteration 9Q: 3 clusters Score -32796.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -32807.144531 Penalty: 594.177124
	Iteration 10Q: 3 clusters Score -32807.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -32808.597656 Penalty: 594.177124
	Iteration 11Q: 3 clusters Score -32808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -32809.335938 Penalty: 594.177124
	Iteration 12Q: 3 clusters Score -32809.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -32809.968750 Penalty: 594.177124
	Iteration 13Q: 3 clusters Score -32809.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -32810.367188 Penalty: 594.177124
	Iteration 14Q: 3 clusters Score -32810.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -32810.367188 Penalty: 594.177124
	Iteration 15F: 3 clusters Score -32810.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -4328.006348 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -4328.006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4049.474609 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -4049.475 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4141.631348 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -4141.631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4174.535645 Penalty: 492.865143
	Iteration 2Q: 3 clusters Score -4174.536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4187.059570 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -4187.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4192.302734 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -4192.303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4204.433594 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -4204.434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4212.472656 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -4212.473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4219.347168 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -4219.347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4224.348145 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -4224.348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4234.386719 Penalty: 492.865143
	Iteration 9Q: 3 clusters Score -4234.387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4241.946289 Penalty: 492.865143
	Iteration 10Q: 3 clusters Score -4241.946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4247.023926 Penalty: 492.865143
	Iteration 11Q: 3 clusters Score -4247.024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4247.023926 Penalty: 492.865143
	Iteration 12F: 3 clusters Score -4247.024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9983.651367 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9983.651 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 99 members 
Entering Unmasked Estep 
Score: -9695.918945 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9695.919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9766.425781 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9766.426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9800.455078 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -9800.455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9823.987305 Penalty: 482.600739
	Iteration 3F: 3 clusters Score -9823.987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9840.034180 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -9840.034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9853.767578 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -9853.768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9854.529297 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -9854.529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9854.529297 Penalty: 482.600739
	Iteration 7F: 3 clusters Score -9854.529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -6107.272461 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -6107.272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5903.375977 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -5903.376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5988.216309 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -5988.216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6011.115234 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -6011.115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6025.229004 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -6025.229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6027.939941 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -6027.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6029.974609 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -6029.975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6033.725098 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -6033.725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6033.725098 Penalty: 437.165894
	Iteration 7F: 3 clusters Score -6033.725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Entering Unmasked Estep 
Score: -90994.750000 Penalty: 339.791382
	Iteration 0F: 2 clusters Score -90994.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -89753.429688 Penalty: 679.582764
	Iteration 0F: 3 clusters Score -89753.43 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -90193.664062 Penalty: 679.582764
	Iteration 1F: 3 clusters Score -90193.66 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -90263.046875 Penalty: 679.582764
	Iteration 2F: 3 clusters Score -90263.05 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -90303.656250 Penalty: 679.582764
	Iteration 3Q: 3 clusters Score -90303.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -90342.343750 Penalty: 679.582764
	Iteration 4Q: 3 clusters Score -90342.34 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -90380.687500 Penalty: 679.582764
	Iteration 5Q: 3 clusters Score -90380.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -90414.304688 Penalty: 679.582764
	Iteration 6Q: 3 clusters Score -90414.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -90452.070312 Penalty: 679.582764
	Iteration 7Q: 3 clusters Score -90452.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -90496.601562 Penalty: 679.582764
	Iteration 8Q: 3 clusters Score -90496.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -90536.109375 Penalty: 679.582764
	Iteration 9Q: 3 clusters Score -90536.11 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -90561.664062 Penalty: 679.582764
	Iteration 10Q: 3 clusters Score -90561.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -90578.515625 Penalty: 679.582764
	Iteration 11Q: 3 clusters Score -90578.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -90604.031250 Penalty: 679.582764
	Iteration 12Q: 3 clusters Score -90604.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -90626.867188 Penalty: 679.582764
	Iteration 13Q: 3 clusters Score -90626.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -90647.609375 Penalty: 679.582764
	Iteration 14Q: 3 clusters Score -90647.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -90666.273438 Penalty: 679.582764
	Iteration 15Q: 3 clusters Score -90666.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -90676.648438 Penalty: 679.582764
	Iteration 16Q: 3 clusters Score -90676.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -90688.929688 Penalty: 679.582764
	Iteration 17Q: 3 clusters Score -90688.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -90699.539062 Penalty: 679.582764
	Iteration 18Q: 3 clusters Score -90699.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -90703.867188 Penalty: 679.582764
	Iteration 19Q: 3 clusters Score -90703.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -90706.015625 Penalty: 679.582764
	Iteration 20F: 3 clusters Score -90706.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -90708.750000 Penalty: 679.582764
	Iteration 21Q: 3 clusters Score -90708.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -90713.242188 Penalty: 679.582764
	Iteration 22Q: 3 clusters Score -90713.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -90717.140625 Penalty: 679.582764
	Iteration 23Q: 3 clusters Score -90717.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -90720.992188 Penalty: 679.582764
	Iteration 24Q: 3 clusters Score -90720.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -90723.718750 Penalty: 679.582764
	Iteration 25Q: 3 clusters Score -90723.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -90726.296875 Penalty: 679.582764
	Iteration 26Q: 3 clusters Score -90726.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -90727.101562 Penalty: 679.582764
	Iteration 27Q: 3 clusters Score -90727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -90727.734375 Penalty: 679.582764
	Iteration 28Q: 3 clusters Score -90727.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -90728.171875 Penalty: 679.582764
	Iteration 29Q: 3 clusters Score -90728.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -90728.812500 Penalty: 679.582764
	Iteration 30Q: 3 clusters Score -90728.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -90729.195312 Penalty: 679.582764
	Iteration 31Q: 3 clusters Score -90729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -90730.195312 Penalty: 679.582764
	Iteration 32Q: 3 clusters Score -90730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -90731.492188 Penalty: 679.582764
	Iteration 33Q: 3 clusters Score -90731.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -90733.960938 Penalty: 679.582764
	Iteration 34Q: 3 clusters Score -90733.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -90736.656250 Penalty: 679.582764
	Iteration 35Q: 3 clusters Score -90736.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -90738.687500 Penalty: 679.582764
	Iteration 36Q: 3 clusters Score -90738.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -90739.335938 Penalty: 679.582764
	Iteration 37Q: 3 clusters Score -90739.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -90740.187500 Penalty: 679.582764
	Iteration 38Q: 3 clusters Score -90740.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -90741.507812 Penalty: 679.582764
	Iteration 39Q: 3 clusters Score -90741.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -90743.031250 Penalty: 679.582764
	Iteration 40F: 3 clusters Score -90743.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -90743.070312 Penalty: 679.582764
	Iteration 41Q: 3 clusters Score -90743.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -90743.070312 Penalty: 679.582764
	Iteration 42F: 3 clusters Score -90743.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -5644.295410 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -5644.295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5444.514160 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -5444.514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5481.512695 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -5481.513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5486.585938 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -5486.586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5487.426758 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -5487.427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5487.426758 Penalty: 424.372986
	Iteration 4F: 3 clusters Score -5487.427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -22947.607422 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -22947.61 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 182 members 
Entering Unmasked Estep 
Score: -22567.884766 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -22567.88 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22747.878906 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -22747.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22811.210938 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -22811.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22850.630859 Penalty: 539.834290
	Iteration 3F: 3 clusters Score -22850.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22882.201172 Penalty: 539.834290
	Iteration 4Q: 3 clusters Score -22882.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22910.291016 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -22910.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22930.302734 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -22930.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22942.998047 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -22943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22946.482422 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -22946.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22946.482422 Penalty: 539.834290
	Iteration 9F: 3 clusters Score -22946.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Entering Unmasked Estep 
Score: -2000708.000000 Penalty: 478.998779
	Iteration 0F: 2 clusters Score -2000708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -1975668.875000 Penalty: 957.997559
	Iteration 0F: 3 clusters Score -1975669 nChanged 18055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -1987773.000000 Penalty: 957.997559
	Iteration 1F: 3 clusters Score -1987773 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -1990144.250000 Penalty: 957.997559
	Iteration 2F: 3 clusters Score -1990144 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -1993491.875000 Penalty: 957.997559
	Iteration 3F: 3 clusters Score -1993492 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -1996756.750000 Penalty: 957.997559
	Iteration 4F: 3 clusters Score -1996757 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -1998794.875000 Penalty: 957.997559
	Iteration 5F: 3 clusters Score -1998795 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -1999679.500000 Penalty: 957.997559
	Iteration 6Q: 3 clusters Score -1999680 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -2000012.000000 Penalty: 957.997559
	Iteration 7Q: 3 clusters Score -2000012 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -2000150.500000 Penalty: 957.997559
	Iteration 8Q: 3 clusters Score -2000150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -2000212.875000 Penalty: 957.997559
	Iteration 9Q: 3 clusters Score -2000213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -2000244.250000 Penalty: 957.997559
	Iteration 10Q: 3 clusters Score -2000244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -2000259.250000 Penalty: 957.997559
	Iteration 11Q: 3 clusters Score -2000259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -2000269.125000 Penalty: 957.997559
	Iteration 12Q: 3 clusters Score -2000269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -2000276.000000 Penalty: 957.997559
	Iteration 13Q: 3 clusters Score -2000276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -2000288.875000 Penalty: 957.997559
	Iteration 14Q: 3 clusters Score -2000289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -2000308.625000 Penalty: 957.997559
	Iteration 15Q: 3 clusters Score -2000309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -2000319.000000 Penalty: 957.997559
	Iteration 16Q: 3 clusters Score -2000319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -2000325.000000 Penalty: 957.997559
	Iteration 17Q: 3 clusters Score -2000325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -2000328.875000 Penalty: 957.997559
	Iteration 18Q: 3 clusters Score -2000329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -2000329.000000 Penalty: 957.997559
	Iteration 19Q: 3 clusters Score -2000329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -2000330.250000 Penalty: 957.997559
	Iteration 20F: 3 clusters Score -2000330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -2000330.875000 Penalty: 957.997559
	Iteration 21Q: 3 clusters Score -2000331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -2000331.750000 Penalty: 957.997559
	Iteration 22Q: 3 clusters Score -2000332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -2000331.375000 Penalty: 957.997559
	Iteration 23Q: 3 clusters Score -2000331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -2000333.125000 Penalty: 957.997559
	Iteration 24Q: 3 clusters Score -2000333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -2000334.500000 Penalty: 957.997559
	Iteration 25Q: 3 clusters Score -2000334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -2000334.500000 Penalty: 957.997559
	Iteration 26F: 3 clusters Score -2000334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102360 members 
Entering Unmasked Estep 
Score: -5891779.500000 Penalty: 524.899414
	Iteration 0F: 2 clusters Score -5891780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -5827301.000000 Penalty: 1049.798828
	Iteration 0F: 3 clusters Score -5827301 nChanged 50013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -5859233.000000 Penalty: 1049.798828
	Iteration 1F: 3 clusters Score -5859233 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -5862242.000000 Penalty: 1049.798828
	Iteration 2F: 3 clusters Score -5862242 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -5866618.500000 Penalty: 1049.798828
	Iteration 3F: 3 clusters Score -5866618 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -5872761.000000 Penalty: 1049.798828
	Iteration 4F: 3 clusters Score -5872761 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -5878566.000000 Penalty: 1049.798828
	Iteration 5F: 3 clusters Score -5878566 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 86907 members 
Entering Unmasked Estep 
Score: -5882521.000000 Penalty: 1049.798828
	Iteration 6F: 3 clusters Score -5882521 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 89239 members 
Entering Unmasked Estep 
Score: -5884432.500000 Penalty: 1049.798828
	Iteration 7Q: 3 clusters Score -5884432 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
Score: -5885410.500000 Penalty: 1049.798828
	Iteration 8Q: 3 clusters Score -5885410 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 92203 members 
Entering Unmasked Estep 
Score: -5886028.000000 Penalty: 1049.798828
	Iteration 9Q: 3 clusters Score -5886028 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -5886531.000000 Penalty: 1049.798828
	Iteration 10Q: 3 clusters Score -5886531 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 94453 members 
Entering Unmasked Estep 
Score: -5887020.000000 Penalty: 1049.798828
	Iteration 11Q: 3 clusters Score -5887020 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -5887412.500000 Penalty: 1049.798828
	Iteration 12Q: 3 clusters Score -5887412 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -5887808.000000 Penalty: 1049.798828
	Iteration 13Q: 3 clusters Score -5887808 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 96952 members 
Entering Unmasked Estep 
Score: -5888235.000000 Penalty: 1049.798828
	Iteration 14Q: 3 clusters Score -5888235 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 97568 members 
Entering Unmasked Estep 
Score: -5888585.500000 Penalty: 1049.798828
	Iteration 15Q: 3 clusters Score -5888586 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 98100 members 
Entering Unmasked Estep 
Score: -5888912.000000 Penalty: 1049.798828
	Iteration 16Q: 3 clusters Score -5888912 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 98548 members 
Entering Unmasked Estep 
Score: -5889169.500000 Penalty: 1049.798828
	Iteration 17Q: 3 clusters Score -5889170 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 98978 members 
Entering Unmasked Estep 
Score: -5889407.500000 Penalty: 1049.798828
	Iteration 18Q: 3 clusters Score -5889408 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 99326 members 
Entering Unmasked Estep 
Score: -5889606.000000 Penalty: 1049.798828
	Iteration 19Q: 3 clusters Score -5889606 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 99614 members 
Entering Unmasked Estep 
Score: -5889771.000000 Penalty: 1049.798828
	Iteration 20F: 3 clusters Score -5889771 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 99890 members 
Entering Unmasked Estep 
Score: -5889934.000000 Penalty: 1049.798828
	Iteration 21Q: 3 clusters Score -5889934 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 100149 members 
Entering Unmasked Estep 
Score: -5890109.500000 Penalty: 1049.798828
	Iteration 22Q: 3 clusters Score -5890110 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -5890261.500000 Penalty: 1049.798828
	Iteration 23Q: 3 clusters Score -5890262 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 100539 members 
Entering Unmasked Estep 
Score: -5890385.500000 Penalty: 1049.798828
	Iteration 24Q: 3 clusters Score -5890386 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -5890462.000000 Penalty: 1049.798828
	Iteration 25Q: 3 clusters Score -5890462 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 100811 members 
Entering Unmasked Estep 
Score: -5890545.000000 Penalty: 1049.798828
	Iteration 26Q: 3 clusters Score -5890545 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 100936 members 
Entering Unmasked Estep 
Score: -5890614.500000 Penalty: 1049.798828
	Iteration 27Q: 3 clusters Score -5890614 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 101039 members 
Entering Unmasked Estep 
Score: -5890673.000000 Penalty: 1049.798828
	Iteration 28Q: 3 clusters Score -5890673 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 101144 members 
Entering Unmasked Estep 
Score: -5890728.500000 Penalty: 1049.798828
	Iteration 29Q: 3 clusters Score -5890728 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 101228 members 
Entering Unmasked Estep 
Score: -5890767.000000 Penalty: 1049.798828
	Iteration 30Q: 3 clusters Score -5890767 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 101296 members 
Entering Unmasked Estep 
Score: -5890814.000000 Penalty: 1049.798828
	Iteration 31Q: 3 clusters Score -5890814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 101351 members 
Entering Unmasked Estep 
Score: -5890863.500000 Penalty: 1049.798828
	Iteration 32Q: 3 clusters Score -5890864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 101398 members 
Entering Unmasked Estep 
Score: -5890886.500000 Penalty: 1049.798828
	Iteration 33Q: 3 clusters Score -5890886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -5890915.000000 Penalty: 1049.798828
	Iteration 34Q: 3 clusters Score -5890915 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 101488 members 
Entering Unmasked Estep 
Score: -5890943.000000 Penalty: 1049.798828
	Iteration 35Q: 3 clusters Score -5890943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 101522 members 
Entering Unmasked Estep 
Score: -5890973.000000 Penalty: 1049.798828
	Iteration 36Q: 3 clusters Score -5890973 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -5891020.500000 Penalty: 1049.798828
	Iteration 37Q: 3 clusters Score -5891020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 101584 members 
Entering Unmasked Estep 
Score: -5891016.000000 Penalty: 1049.798828
	Iteration 38Q: 3 clusters Score -5891016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 101604 members 
Entering Unmasked Estep 
Score: -5891029.000000 Penalty: 1049.798828
	Iteration 39Q: 3 clusters Score -5891029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 101617 members 
Entering Unmasked Estep 
Score: -5891042.500000 Penalty: 1049.798828
	Iteration 40F: 3 clusters Score -5891042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 101636 members 
Entering Unmasked Estep 
Score: -5891057.500000 Penalty: 1049.798828
	Iteration 41Q: 3 clusters Score -5891058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 101659 members 
Entering Unmasked Estep 
Score: -5891074.000000 Penalty: 1049.798828
	Iteration 42Q: 3 clusters Score -5891074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -5891087.000000 Penalty: 1049.798828
	Iteration 43Q: 3 clusters Score -5891087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 101699 members 
Entering Unmasked Estep 
Score: -5891094.500000 Penalty: 1049.798828
	Iteration 44Q: 3 clusters Score -5891094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 101717 members 
Entering Unmasked Estep 
Score: -5891117.500000 Penalty: 1049.798828
	Iteration 45Q: 3 clusters Score -5891118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 101735 members 
Entering Unmasked Estep 
Score: -5891127.000000 Penalty: 1049.798828
	Iteration 46Q: 3 clusters Score -5891127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 101748 members 
Entering Unmasked Estep 
Score: -5891136.500000 Penalty: 1049.798828
	Iteration 47Q: 3 clusters Score -5891136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 101760 members 
Entering Unmasked Estep 
Score: -5891143.000000 Penalty: 1049.798828
	Iteration 48Q: 3 clusters Score -5891143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -5891153.000000 Penalty: 1049.798828
	Iteration 49Q: 3 clusters Score -5891153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 101779 members 
Entering Unmasked Estep 
Score: -5891157.500000 Penalty: 1049.798828
	Iteration 50Q: 3 clusters Score -5891158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -5891173.000000 Penalty: 1049.798828
	Iteration 51Q: 3 clusters Score -5891173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 101792 members 
Entering Unmasked Estep 
Score: -5891173.500000 Penalty: 1049.798828
	Iteration 52Q: 3 clusters Score -5891174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
Score: -5891180.500000 Penalty: 1049.798828
	Iteration 53Q: 3 clusters Score -5891180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 101810 members 
Entering Unmasked Estep 
Score: -5891185.500000 Penalty: 1049.798828
	Iteration 54Q: 3 clusters Score -5891186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 101821 members 
Entering Unmasked Estep 
Score: -5891195.500000 Penalty: 1049.798828
	Iteration 55Q: 3 clusters Score -5891196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 101828 members 
Entering Unmasked Estep 
Score: -5891204.500000 Penalty: 1049.798828
	Iteration 56Q: 3 clusters Score -5891204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 101831 members 
Entering Unmasked Estep 
Score: -5891205.500000 Penalty: 1049.798828
	Iteration 57Q: 3 clusters Score -5891206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 101834 members 
Entering Unmasked Estep 
Score: -5891208.500000 Penalty: 1049.798828
	Iteration 58Q: 3 clusters Score -5891208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 101837 members 
Entering Unmasked Estep 
Score: -5891210.000000 Penalty: 1049.798828
	Iteration 59Q: 3 clusters Score -5891210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 101837 members 
Entering Unmasked Estep 
Score: -5891210.000000 Penalty: 1049.798828
	Iteration 60F: 3 clusters Score -5891210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -51710.878906 Penalty: 314.393768
	Iteration 0F: 2 clusters Score -51710.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -50905.191406 Penalty: 628.787537
	Iteration 0F: 3 clusters Score -50905.19 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -51116.968750 Penalty: 628.787537
	Iteration 1F: 3 clusters Score -51116.97 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -51172.367188 Penalty: 628.787537
	Iteration 2F: 3 clusters Score -51172.37 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -51210.046875 Penalty: 628.787537
	Iteration 3F: 3 clusters Score -51210.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -51250.324219 Penalty: 628.787537
	Iteration 4F: 3 clusters Score -51250.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51285.250000 Penalty: 628.787537
	Iteration 5Q: 3 clusters Score -51285.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -51312.515625 Penalty: 628.787537
	Iteration 6Q: 3 clusters Score -51312.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51332.449219 Penalty: 628.787537
	Iteration 7Q: 3 clusters Score -51332.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51354.496094 Penalty: 628.787537
	Iteration 8Q: 3 clusters Score -51354.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51364.726562 Penalty: 628.787537
	Iteration 9Q: 3 clusters Score -51364.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51374.113281 Penalty: 628.787537
	Iteration 10Q: 3 clusters Score -51374.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51389.574219 Penalty: 628.787537
	Iteration 11Q: 3 clusters Score -51389.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51409.781250 Penalty: 628.787537
	Iteration 12Q: 3 clusters Score -51409.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51433.804688 Penalty: 628.787537
	Iteration 13Q: 3 clusters Score -51433.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51456.710938 Penalty: 628.787537
	Iteration 14Q: 3 clusters Score -51456.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51478.941406 Penalty: 628.787537
	Iteration 15Q: 3 clusters Score -51478.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51491.109375 Penalty: 628.787537
	Iteration 16Q: 3 clusters Score -51491.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51497.160156 Penalty: 628.787537
	Iteration 17Q: 3 clusters Score -51497.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51504.597656 Penalty: 628.787537
	Iteration 18Q: 3 clusters Score -51504.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51510.160156 Penalty: 628.787537
	Iteration 19Q: 3 clusters Score -51510.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51516.617188 Penalty: 628.787537
	Iteration 20F: 3 clusters Score -51516.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51522.046875 Penalty: 628.787537
	Iteration 21Q: 3 clusters Score -51522.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51531.363281 Penalty: 628.787537
	Iteration 22Q: 3 clusters Score -51531.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51551.375000 Penalty: 628.787537
	Iteration 23Q: 3 clusters Score -51551.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51573.992188 Penalty: 628.787537
	Iteration 24Q: 3 clusters Score -51573.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51597.929688 Penalty: 628.787537
	Iteration 25Q: 3 clusters Score -51597.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51613.324219 Penalty: 628.787537
	Iteration 26Q: 3 clusters Score -51613.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51616.933594 Penalty: 628.787537
	Iteration 27Q: 3 clusters Score -51616.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51618.625000 Penalty: 628.787537
	Iteration 28Q: 3 clusters Score -51618.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51625.988281 Penalty: 628.787537
	Iteration 29Q: 3 clusters Score -51625.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51631.421875 Penalty: 628.787537
	Iteration 30Q: 3 clusters Score -51631.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51632.742188 Penalty: 628.787537
	Iteration 31Q: 3 clusters Score -51632.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51633.878906 Penalty: 628.787537
	Iteration 32Q: 3 clusters Score -51633.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51634.488281 Penalty: 628.787537
	Iteration 33Q: 3 clusters Score -51634.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51635.777344 Penalty: 628.787537
	Iteration 34Q: 3 clusters Score -51635.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51635.777344 Penalty: 628.787537
	Iteration 35F: 3 clusters Score -51635.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -24728.503906 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -24728.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24272.957031 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -24272.96 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24429.648438 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -24429.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24463.292969 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -24463.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24488.306641 Penalty: 558.139221
	Iteration 3Q: 3 clusters Score -24488.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24501.082031 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -24501.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24513.529297 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -24513.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24521.453125 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -24521.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24524.365234 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -24524.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24524.976562 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -24524.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24526.230469 Penalty: 558.139221
	Iteration 9Q: 3 clusters Score -24526.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24526.732422 Penalty: 558.139221
	Iteration 10Q: 3 clusters Score -24526.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24528.173828 Penalty: 558.139221
	Iteration 11Q: 3 clusters Score -24528.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24528.306641 Penalty: 558.139221
	Iteration 12Q: 3 clusters Score -24528.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24528.306641 Penalty: 558.139221
	Iteration 13F: 3 clusters Score -24528.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -6436.810059 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -6436.81 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 68 members 
Entering Unmasked Estep 
Score: -6196.722168 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -6196.722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6251.558594 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -6251.559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6283.105469 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -6283.105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6296.504883 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -6296.505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6308.613281 Penalty: 464.641052
	Iteration 4F: 3 clusters Score -6308.613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6313.656250 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -6313.656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6318.283203 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -6318.283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6319.889160 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -6319.889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6319.889160 Penalty: 464.641052
	Iteration 8F: 3 clusters Score -6319.889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -19869.724609 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -19869.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19425.314453 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -19425.31 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19668.841797 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -19668.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19773.021484 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -19773.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19815.513672 Penalty: 562.003906
	Iteration 3Q: 3 clusters Score -19815.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19829.109375 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -19829.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19835.933594 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -19835.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19838.058594 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -19838.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19839.787109 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -19839.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19840.605469 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -19840.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19841.810547 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -19841.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19842.125000 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -19842.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19842.371094 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -19842.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19843.324219 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -19843.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19844.884766 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -19844.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19847.837891 Penalty: 562.003906
	Iteration 14Q: 3 clusters Score -19847.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19850.400391 Penalty: 562.003906
	Iteration 15Q: 3 clusters Score -19850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19851.082031 Penalty: 562.003906
	Iteration 16Q: 3 clusters Score -19851.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19851.082031 Penalty: 562.003906
	Iteration 17F: 3 clusters Score -19851.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -34413.601562 Penalty: 294.209564
	Iteration 0F: 2 clusters Score -34413.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33830.628906 Penalty: 588.419128
	Iteration 0F: 3 clusters Score -33830.63 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34160.707031 Penalty: 588.419128
	Iteration 1F: 3 clusters Score -34160.71 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -34269.996094 Penalty: 588.419128
	Iteration 2F: 3 clusters Score -34270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -34418.539062 Penalty: 588.419128
	Iteration 3F: 3 clusters Score -34418.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -34559.796875 Penalty: 588.419128
	Iteration 4F: 3 clusters Score -34559.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34604.121094 Penalty: 588.419128
	Iteration 5Q: 3 clusters Score -34604.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34640.324219 Penalty: 588.419128
	Iteration 6Q: 3 clusters Score -34640.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -34665.957031 Penalty: 588.419128
	Iteration 7Q: 3 clusters Score -34665.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -34668.199219 Penalty: 588.419128
	Iteration 8Q: 3 clusters Score -34668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -34669.031250 Penalty: 588.419128
	Iteration 9Q: 3 clusters Score -34669.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -34669.031250 Penalty: 588.419128
	Iteration 10F: 3 clusters Score -34669.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 268 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 916 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 100 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 844 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 488 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 375 members 
Entering Unmasked Estep 
Score: -10142509.000000 Penalty: 33163.933594
Splitting cluster 27 changes total score from -10142522.000000 to -10142509.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -116150.562500 Penalty: 350.548431
	Iteration 0F: 2 clusters Score -116150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -114575.070312 Penalty: 701.096863
	Iteration 0F: 3 clusters Score -114575.1 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -115115.218750 Penalty: 701.096863
	Iteration 1F: 3 clusters Score -115115.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -115206.117188 Penalty: 701.096863
	Iteration 2F: 3 clusters Score -115206.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -115281.031250 Penalty: 701.096863
	Iteration 3F: 3 clusters Score -115281 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -115347.796875 Penalty: 701.096863
	Iteration 4F: 3 clusters Score -115347.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -115408.859375 Penalty: 701.096863
	Iteration 5Q: 3 clusters Score -115408.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -115471.304688 Penalty: 701.096863
	Iteration 6Q: 3 clusters Score -115471.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -115531.359375 Penalty: 701.096863
	Iteration 7Q: 3 clusters Score -115531.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -115605.742188 Penalty: 701.096863
	Iteration 8Q: 3 clusters Score -115605.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -115681.218750 Penalty: 701.096863
	Iteration 9Q: 3 clusters Score -115681.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -115712.609375 Penalty: 701.096863
	Iteration 10Q: 3 clusters Score -115712.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -115736.546875 Penalty: 701.096863
	Iteration 11Q: 3 clusters Score -115736.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -115755.507812 Penalty: 701.096863
	Iteration 12Q: 3 clusters Score -115755.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -115774.195312 Penalty: 701.096863
	Iteration 13Q: 3 clusters Score -115774.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -115787.171875 Penalty: 701.096863
	Iteration 14Q: 3 clusters Score -115787.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -115793.171875 Penalty: 701.096863
	Iteration 15Q: 3 clusters Score -115793.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -115796.335938 Penalty: 701.096863
	Iteration 16Q: 3 clusters Score -115796.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -115798.046875 Penalty: 701.096863
	Iteration 17Q: 3 clusters Score -115798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -115803.687500 Penalty: 701.096863
	Iteration 18Q: 3 clusters Score -115803.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -115807.265625 Penalty: 701.096863
	Iteration 19Q: 3 clusters Score -115807.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -115810.007812 Penalty: 701.096863
	Iteration 20F: 3 clusters Score -115810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -115811.585938 Penalty: 701.096863
	Iteration 21Q: 3 clusters Score -115811.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -115814.453125 Penalty: 701.096863
	Iteration 22Q: 3 clusters Score -115814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -115815.750000 Penalty: 701.096863
	Iteration 23Q: 3 clusters Score -115815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -115815.750000 Penalty: 701.096863
	Iteration 24F: 3 clusters Score -115815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -8625.866211 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -8625.866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8358.219727 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -8358.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8432.654297 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -8432.654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8487.351562 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -8487.352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8513.478516 Penalty: 465.190857
	Iteration 3F: 3 clusters Score -8513.479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8520.517578 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -8520.518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8528.026367 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -8528.026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8535.080078 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -8535.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8539.322266 Penalty: 465.190857
	Iteration 7Q: 3 clusters Score -8539.322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8539.322266 Penalty: 465.190857
	Iteration 8F: 3 clusters Score -8539.322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8485.414062 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8485.414 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 89 members 
Entering Unmasked Estep 
Score: -8240.968750 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -8240.969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8364.446289 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -8364.446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8436.699219 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -8436.699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8488.998047 Penalty: 466.280701
	Iteration 3F: 3 clusters Score -8488.998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8521.650391 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -8521.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8532.191406 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -8532.191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8536.134766 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -8536.135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8543.474609 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -8543.475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8544.559570 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -8544.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8544.559570 Penalty: 466.280701
	Iteration 9F: 3 clusters Score -8544.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 916 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 100 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 844 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 488 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 57 members 
Entering Unmasked Estep 
Score: -10142252.000000 Penalty: 33163.933594
Splitting cluster 30 changes total score from -10142522.000000 to -10142252.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -47197.296875 Penalty: 310.310760
	Iteration 0F: 2 clusters Score -47197.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -46446.066406 Penalty: 620.621521
	Iteration 0F: 3 clusters Score -46446.07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -46733.863281 Penalty: 620.621521
	Iteration 1F: 3 clusters Score -46733.86 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -46817.527344 Penalty: 620.621521
	Iteration 2F: 3 clusters Score -46817.53 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -46875.640625 Penalty: 620.621521
	Iteration 3F: 3 clusters Score -46875.64 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -46925.429688 Penalty: 620.621521
	Iteration 4F: 3 clusters Score -46925.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -46976.167969 Penalty: 620.621521
	Iteration 5Q: 3 clusters Score -46976.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -47015.281250 Penalty: 620.621521
	Iteration 6F: 3 clusters Score -47015.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -47027.859375 Penalty: 620.621521
	Iteration 7Q: 3 clusters Score -47027.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -47037.476562 Penalty: 620.621521
	Iteration 8Q: 3 clusters Score -47037.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -47042.808594 Penalty: 620.621521
	Iteration 9Q: 3 clusters Score -47042.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -47049.710938 Penalty: 620.621521
	Iteration 10Q: 3 clusters Score -47049.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -47055.570312 Penalty: 620.621521
	Iteration 11Q: 3 clusters Score -47055.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -47057.277344 Penalty: 620.621521
	Iteration 12Q: 3 clusters Score -47057.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -47059.558594 Penalty: 620.621521
	Iteration 13Q: 3 clusters Score -47059.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -47060.679688 Penalty: 620.621521
	Iteration 14Q: 3 clusters Score -47060.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -47061.996094 Penalty: 620.621521
	Iteration 15Q: 3 clusters Score -47062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -47064.777344 Penalty: 620.621521
	Iteration 16Q: 3 clusters Score -47064.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -47066.925781 Penalty: 620.621521
	Iteration 17Q: 3 clusters Score -47066.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -47068.804688 Penalty: 620.621521
	Iteration 18Q: 3 clusters Score -47068.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -47070.554688 Penalty: 620.621521
	Iteration 19Q: 3 clusters Score -47070.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -47071.914062 Penalty: 620.621521
	Iteration 20F: 3 clusters Score -47071.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -47072.398438 Penalty: 620.621521
	Iteration 21Q: 3 clusters Score -47072.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -47072.828125 Penalty: 620.621521
	Iteration 22Q: 3 clusters Score -47072.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -47073.410156 Penalty: 620.621521
	Iteration 23Q: 3 clusters Score -47073.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -47075.191406 Penalty: 620.621521
	Iteration 24Q: 3 clusters Score -47075.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -47075.191406 Penalty: 620.621521
	Iteration 25F: 3 clusters Score -47075.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9511.459961 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9511.46 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 104 members 
Entering Unmasked Estep 
Score: -9210.718750 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -9210.719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9265.983398 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9265.983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9280.897461 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9280.897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9285.726562 Penalty: 484.836731
	Iteration 3F: 3 clusters Score -9285.727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9286.812500 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9286.812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9290.087891 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9290.088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9293.867188 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9293.867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9294.186523 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -9294.187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9294.186523 Penalty: 484.836731
	Iteration 8F: 3 clusters Score -9294.187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -17924.658203 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -17924.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17535.474609 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -17535.47 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17753.025391 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -17753.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17835.542969 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -17835.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17886.714844 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -17886.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17920.296875 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -17920.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17947.052734 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -17947.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17959.191406 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -17959.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17962.201172 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -17962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17962.201172 Penalty: 538.374390
	Iteration 8F: 3 clusters Score -17962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 916 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 194 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 100 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 844 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 488 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 177 members 
Entering Unmasked Estep 
Score: -10142269.000000 Penalty: 33163.933594
Splitting cluster 33 changes total score from -10142522.000000 to -10142269.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (7178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Entering Unmasked Estep 
Score: -383008.218750 Penalty: 403.984344
	Iteration 0F: 2 clusters Score -383008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -378306.843750 Penalty: 807.968689
	Iteration 0F: 3 clusters Score -378306.8 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -380310.750000 Penalty: 807.968689
	Iteration 1F: 3 clusters Score -380310.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -380619.500000 Penalty: 807.968689
	Iteration 2F: 3 clusters Score -380619.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -380894.781250 Penalty: 807.968689
	Iteration 3F: 3 clusters Score -380894.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -381102.781250 Penalty: 807.968689
	Iteration 4F: 3 clusters Score -381102.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -381263.156250 Penalty: 807.968689
	Iteration 5Q: 3 clusters Score -381263.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -381411.218750 Penalty: 807.968689
	Iteration 6Q: 3 clusters Score -381411.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -381562.968750 Penalty: 807.968689
	Iteration 7Q: 3 clusters Score -381563 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -381718.125000 Penalty: 807.968689
	Iteration 8Q: 3 clusters Score -381718.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -381843.406250 Penalty: 807.968689
	Iteration 9Q: 3 clusters Score -381843.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -381952.781250 Penalty: 807.968689
	Iteration 10Q: 3 clusters Score -381952.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -382027.968750 Penalty: 807.968689
	Iteration 11Q: 3 clusters Score -382028 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -382093.812500 Penalty: 807.968689
	Iteration 12Q: 3 clusters Score -382093.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -382154.531250 Penalty: 807.968689
	Iteration 13Q: 3 clusters Score -382154.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -382231.718750 Penalty: 807.968689
	Iteration 14Q: 3 clusters Score -382231.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -382329.906250 Penalty: 807.968689
	Iteration 15Q: 3 clusters Score -382329.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -382398.562500 Penalty: 807.968689
	Iteration 16Q: 3 clusters Score -382398.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -382432.093750 Penalty: 807.968689
	Iteration 17Q: 3 clusters Score -382432.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -382470.531250 Penalty: 807.968689
	Iteration 18Q: 3 clusters Score -382470.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -382488.375000 Penalty: 807.968689
	Iteration 19Q: 3 clusters Score -382488.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -382528.062500 Penalty: 807.968689
	Iteration 20F: 3 clusters Score -382528.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -382557.437500 Penalty: 807.968689
	Iteration 21Q: 3 clusters Score -382557.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -382565.375000 Penalty: 807.968689
	Iteration 22Q: 3 clusters Score -382565.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -382567.093750 Penalty: 807.968689
	Iteration 23Q: 3 clusters Score -382567.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -382570.875000 Penalty: 807.968689
	Iteration 24Q: 3 clusters Score -382570.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -382569.968750 Penalty: 807.968689
	Iteration 25Q: 3 clusters Score -382570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -382570.906250 Penalty: 807.968689
	Iteration 26Q: 3 clusters Score -382570.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -382571.468750 Penalty: 807.968689
	Iteration 27Q: 3 clusters Score -382571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -382572.500000 Penalty: 807.968689
	Iteration 28Q: 3 clusters Score -382572.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -382571.656250 Penalty: 807.968689
	Iteration 29Q: 3 clusters Score -382571.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -382573.031250 Penalty: 807.968689
	Iteration 30Q: 3 clusters Score -382573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -382573.687500 Penalty: 807.968689
	Iteration 31Q: 3 clusters Score -382573.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -382573.531250 Penalty: 807.968689
	Iteration 32Q: 3 clusters Score -382573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -382574.812500 Penalty: 807.968689
	Iteration 33Q: 3 clusters Score -382574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -382574.562500 Penalty: 807.968689
	Iteration 34Q: 3 clusters Score -382574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -382574.781250 Penalty: 807.968689
	Iteration 35Q: 3 clusters Score -382574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -382574.593750 Penalty: 807.968689
	Iteration 36Q: 3 clusters Score -382574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -382575.125000 Penalty: 807.968689
	Iteration 37Q: 3 clusters Score -382575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -382574.968750 Penalty: 807.968689
	Iteration 38Q: 3 clusters Score -382575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -382575.625000 Penalty: 807.968689
	Iteration 39Q: 3 clusters Score -382575.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -382575.625000 Penalty: 807.968689
	Iteration 40F: 3 clusters Score -382575.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -8022.857422 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -8022.857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7815.820801 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -7815.821 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7891.391113 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -7891.391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7903.283203 Penalty: 465.737427
	Iteration 2Q: 3 clusters Score -7903.283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7910.344727 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -7910.345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7915.511230 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -7915.511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7918.855957 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -7918.856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7922.002930 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -7922.003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7924.951172 Penalty: 465.737427
	Iteration 7Q: 3 clusters Score -7924.951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7929.523438 Penalty: 465.737427
	Iteration 8Q: 3 clusters Score -7929.523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7940.010254 Penalty: 465.737427
	Iteration 9Q: 3 clusters Score -7940.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7940.010254 Penalty: 465.737427
	Iteration 10F: 3 clusters Score -7940.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -30917.197266 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -30917.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -30305.509766 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -30305.51 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -30490.257812 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -30490.26 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -30550.988281 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -30550.99 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -30603.000000 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -30603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -30642.695312 Penalty: 592.162231
	Iteration 4F: 3 clusters Score -30642.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -30665.810547 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -30665.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -30684.410156 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -30684.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -30691.742188 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -30691.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -30700.490234 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -30700.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -30703.250000 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -30703.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -30705.527344 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -30705.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -30706.732422 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -30706.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -30713.330078 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -30713.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -30716.996094 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -30717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -30720.570312 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -30720.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -30721.246094 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -30721.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -30721.644531 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -30721.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -30721.814453 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -30721.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -30722.154297 Penalty: 592.162231
	Iteration 18Q: 3 clusters Score -30722.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -30722.154297 Penalty: 592.162231
	Iteration 19F: 3 clusters Score -30722.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -44165.484375 Penalty: 301.756073
	Iteration 0F: 2 clusters Score -44165.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -43487.867188 Penalty: 603.512146
	Iteration 0F: 3 clusters Score -43487.87 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -43667.468750 Penalty: 603.512146
	Iteration 1F: 3 clusters Score -43667.47 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -43706.421875 Penalty: 603.512146
	Iteration 2F: 3 clusters Score -43706.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -43737.875000 Penalty: 603.512146
	Iteration 3Q: 3 clusters Score -43737.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -43771.417969 Penalty: 603.512146
	Iteration 4Q: 3 clusters Score -43771.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -43797.664062 Penalty: 603.512146
	Iteration 5Q: 3 clusters Score -43797.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -43815.945312 Penalty: 603.512146
	Iteration 6Q: 3 clusters Score -43815.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -43832.738281 Penalty: 603.512146
	Iteration 7Q: 3 clusters Score -43832.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -43844.906250 Penalty: 603.512146
	Iteration 8Q: 3 clusters Score -43844.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -43853.316406 Penalty: 603.512146
	Iteration 9Q: 3 clusters Score -43853.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43861.031250 Penalty: 603.512146
	Iteration 10Q: 3 clusters Score -43861.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -43865.859375 Penalty: 603.512146
	Iteration 11Q: 3 clusters Score -43865.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -43868.753906 Penalty: 603.512146
	Iteration 12Q: 3 clusters Score -43868.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43870.167969 Penalty: 603.512146
	Iteration 13Q: 3 clusters Score -43870.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43871.367188 Penalty: 603.512146
	Iteration 14Q: 3 clusters Score -43871.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -43873.160156 Penalty: 603.512146
	Iteration 15Q: 3 clusters Score -43873.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -43873.632812 Penalty: 603.512146
	Iteration 16Q: 3 clusters Score -43873.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -43874.710938 Penalty: 603.512146
	Iteration 17Q: 3 clusters Score -43874.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -43874.710938 Penalty: 603.512146
	Iteration 18F: 3 clusters Score -43874.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -22653.556641 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -22653.56 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 211 members 
Entering Unmasked Estep 
Score: -22225.234375 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -22225.23 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22395.666016 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -22395.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22459.181641 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -22459.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22503.052734 Penalty: 546.578186
	Iteration 3F: 3 clusters Score -22503.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22563.843750 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -22563.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22618.724609 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -22618.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22647.576172 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -22647.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22658.429688 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -22658.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22667.224609 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -22667.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22682.279297 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -22682.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22695.681641 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -22695.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22696.054688 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -22696.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22696.054688 Penalty: 546.578186
	Iteration 12F: 3 clusters Score -22696.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 916 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 165 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 100 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 844 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 488 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 241 members 
Entering Unmasked Estep 
Score: -10142282.000000 Penalty: 33163.933594
Splitting cluster 38 changes total score from -10142522.000000 to -10142282.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -4807.644531 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -4807.645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4633.531738 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -4633.532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4680.625000 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -4680.625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4694.868652 Penalty: 433.357849
	Iteration 2F: 3 clusters Score -4694.869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4712.871582 Penalty: 433.357849
	Iteration 3F: 3 clusters Score -4712.872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4720.285156 Penalty: 433.357849
	Iteration 4Q: 3 clusters Score -4720.285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4725.215332 Penalty: 433.357849
	Iteration 5Q: 3 clusters Score -4725.215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4727.223633 Penalty: 433.357849
	Iteration 6Q: 3 clusters Score -4727.224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4727.223633 Penalty: 433.357849
	Iteration 7F: 3 clusters Score -4727.224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -30958.746094 Penalty: 288.726440
	Iteration 0F: 2 clusters Score -30958.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -30416.271484 Penalty: 577.452881
	Iteration 0F: 3 clusters Score -30416.27 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -30553.722656 Penalty: 577.452881
	Iteration 1F: 3 clusters Score -30553.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -30611.246094 Penalty: 577.452881
	Iteration 2F: 3 clusters Score -30611.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30643.392578 Penalty: 577.452881
	Iteration 3F: 3 clusters Score -30643.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30682.697266 Penalty: 577.452881
	Iteration 4Q: 3 clusters Score -30682.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30719.851562 Penalty: 577.452881
	Iteration 5F: 3 clusters Score -30719.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30754.882812 Penalty: 577.452881
	Iteration 6Q: 3 clusters Score -30754.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30797.130859 Penalty: 577.452881
	Iteration 7Q: 3 clusters Score -30797.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30814.494141 Penalty: 577.452881
	Iteration 8Q: 3 clusters Score -30814.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30832.917969 Penalty: 577.452881
	Iteration 9Q: 3 clusters Score -30832.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30845.640625 Penalty: 577.452881
	Iteration 10Q: 3 clusters Score -30845.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30851.951172 Penalty: 577.452881
	Iteration 11Q: 3 clusters Score -30851.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30852.832031 Penalty: 577.452881
	Iteration 12Q: 3 clusters Score -30852.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30852.832031 Penalty: 577.452881
	Iteration 13F: 3 clusters Score -30852.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -7958.820312 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -7958.82 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 117 members 
Entering Unmasked Estep 
Score: -7677.789062 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -7677.789 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7764.953613 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -7764.954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7796.042480 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -7796.042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7810.606445 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -7810.606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7816.567383 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -7816.567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7820.224121 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -7820.224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7823.952637 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -7823.953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7823.952637 Penalty: 492.052612
	Iteration 7F: 3 clusters Score -7823.953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -22554.332031 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -22554.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22128.376953 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -22128.38 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22284.228516 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -22284.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22345.625000 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -22345.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22371.060547 Penalty: 546.578186
	Iteration 3Q: 3 clusters Score -22371.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22403.195312 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -22403.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22431.158203 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -22431.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22455.650391 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -22455.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22462.457031 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -22462.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22472.550781 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -22472.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22475.648438 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -22475.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22477.005859 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -22477.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22479.656250 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -22479.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22480.398438 Penalty: 546.578186
	Iteration 12Q: 3 clusters Score -22480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22481.023438 Penalty: 546.578186
	Iteration 13Q: 3 clusters Score -22481.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22482.244141 Penalty: 546.578186
	Iteration 14Q: 3 clusters Score -22482.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22483.867188 Penalty: 546.578186
	Iteration 15Q: 3 clusters Score -22483.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22485.150391 Penalty: 546.578186
	Iteration 16Q: 3 clusters Score -22485.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22485.150391 Penalty: 546.578186
	Iteration 17F: 3 clusters Score -22485.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -21623.171875 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -21623.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21202.121094 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -21202.12 nChanged 129
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: -21358.095703 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -21358.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21420.753906 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -21420.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21463.611328 Penalty: 547.025330
	Iteration 3F: 3 clusters Score -21463.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21498.587891 Penalty: 547.025330
	Iteration 4F: 3 clusters Score -21498.59 nChanged 11
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: -21514.626953 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -21514.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21522.820312 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -21522.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21526.005859 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -21526.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21528.234375 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -21528.23 nChanged 1
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: -21528.708984 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -21528.71 nChanged 1
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: -21529.599609 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -21529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21530.482422 Penalty: 547.025330
	Iteration 11Q: 3 clusters Score -21530.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21531.494141 Penalty: 547.025330
	Iteration 12Q: 3 clusters Score -21531.49 nChanged 1
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: -21532.613281 Penalty: 547.025330
	Iteration 13Q: 3 clusters Score -21532.61 nChanged 0
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: -21532.613281 Penalty: 547.025330
	Iteration 14F: 3 clusters Score -21532.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Entering Unmasked Estep 
Score: -5318.963379 Penalty: 209.535248
	Iteration 0F: 2 clusters Score -5318.963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5137.028320 Penalty: 419.070496
	Iteration 0F: 3 clusters Score -5137.028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5178.266113 Penalty: 419.070496
	Iteration 1F: 3 clusters Score -5178.266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5194.025391 Penalty: 419.070496
	Iteration 2F: 3 clusters Score -5194.025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5206.190918 Penalty: 419.070496
	Iteration 3Q: 3 clusters Score -5206.191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5220.819336 Penalty: 419.070496
	Iteration 4Q: 3 clusters Score -5220.819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5220.819336 Penalty: 419.070496
	Iteration 5F: 3 clusters Score -5220.819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -55063.132812 Penalty: 316.436066
	Iteration 0F: 2 clusters Score -55063.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -54220.800781 Penalty: 632.872131
	Iteration 0F: 3 clusters Score -54220.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54439.394531 Penalty: 632.872131
	Iteration 1F: 3 clusters Score -54439.39 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -54506.648438 Penalty: 632.872131
	Iteration 2F: 3 clusters Score -54506.65 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -54547.144531 Penalty: 632.872131
	Iteration 3F: 3 clusters Score -54547.14 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -54583.425781 Penalty: 632.872131
	Iteration 4Q: 3 clusters Score -54583.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54624.730469 Penalty: 632.872131
	Iteration 5Q: 3 clusters Score -54624.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54652.652344 Penalty: 632.872131
	Iteration 6Q: 3 clusters Score -54652.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54666.765625 Penalty: 632.872131
	Iteration 7Q: 3 clusters Score -54666.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54671.417969 Penalty: 632.872131
	Iteration 8Q: 3 clusters Score -54671.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54675.417969 Penalty: 632.872131
	Iteration 9Q: 3 clusters Score -54675.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54684.906250 Penalty: 632.872131
	Iteration 10Q: 3 clusters Score -54684.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54698.093750 Penalty: 632.872131
	Iteration 11Q: 3 clusters Score -54698.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54713.871094 Penalty: 632.872131
	Iteration 12Q: 3 clusters Score -54713.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54722.511719 Penalty: 632.872131
	Iteration 13Q: 3 clusters Score -54722.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -54737.437500 Penalty: 632.872131
	Iteration 14Q: 3 clusters Score -54737.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -54748.863281 Penalty: 632.872131
	Iteration 15Q: 3 clusters Score -54748.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -54761.289062 Penalty: 632.872131
	Iteration 16Q: 3 clusters Score -54761.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -54767.621094 Penalty: 632.872131
	Iteration 17Q: 3 clusters Score -54767.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -54781.746094 Penalty: 632.872131
	Iteration 18Q: 3 clusters Score -54781.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -54787.457031 Penalty: 632.872131
	Iteration 19Q: 3 clusters Score -54787.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -54790.164062 Penalty: 632.872131
	Iteration 20F: 3 clusters Score -54790.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -54791.468750 Penalty: 632.872131
	Iteration 21Q: 3 clusters Score -54791.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -54792.921875 Penalty: 632.872131
	Iteration 22Q: 3 clusters Score -54792.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -54792.921875 Penalty: 632.872131
	Iteration 23F: 3 clusters Score -54792.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9604.480469 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -9604.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9339.213867 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9339.214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9448.234375 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -9448.234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9500.435547 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -9500.436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9514.077148 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -9514.077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9514.077148 Penalty: 480.771515
	Iteration 4F: 3 clusters Score -9514.077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Entering Unmasked Estep 
Score: -181561.234375 Penalty: 365.942841
	Iteration 0F: 2 clusters Score -181561.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -179397.859375 Penalty: 731.885681
	Iteration 0F: 3 clusters Score -179397.9 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -180111.906250 Penalty: 731.885681
	Iteration 1F: 3 clusters Score -180111.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -180227.062500 Penalty: 731.885681
	Iteration 2F: 3 clusters Score -180227.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -180345.750000 Penalty: 731.885681
	Iteration 3F: 3 clusters Score -180345.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -180465.421875 Penalty: 731.885681
	Iteration 4F: 3 clusters Score -180465.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -180566.578125 Penalty: 731.885681
	Iteration 5F: 3 clusters Score -180566.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -180660.203125 Penalty: 731.885681
	Iteration 6Q: 3 clusters Score -180660.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -180751.187500 Penalty: 731.885681
	Iteration 7Q: 3 clusters Score -180751.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -180818.875000 Penalty: 731.885681
	Iteration 8Q: 3 clusters Score -180818.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -180865.562500 Penalty: 731.885681
	Iteration 9Q: 3 clusters Score -180865.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -180906.437500 Penalty: 731.885681
	Iteration 10Q: 3 clusters Score -180906.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -180933.546875 Penalty: 731.885681
	Iteration 11Q: 3 clusters Score -180933.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -180956.359375 Penalty: 731.885681
	Iteration 12Q: 3 clusters Score -180956.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -180978.328125 Penalty: 731.885681
	Iteration 13Q: 3 clusters Score -180978.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -181004.453125 Penalty: 731.885681
	Iteration 14Q: 3 clusters Score -181004.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -181025.796875 Penalty: 731.885681
	Iteration 15Q: 3 clusters Score -181025.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -181051.765625 Penalty: 731.885681
	Iteration 16Q: 3 clusters Score -181051.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -181064.765625 Penalty: 731.885681
	Iteration 17Q: 3 clusters Score -181064.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -181071.421875 Penalty: 731.885681
	Iteration 18Q: 3 clusters Score -181071.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -181076.656250 Penalty: 731.885681
	Iteration 19Q: 3 clusters Score -181076.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -181079.328125 Penalty: 731.885681
	Iteration 20F: 3 clusters Score -181079.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -181080.140625 Penalty: 731.885681
	Iteration 21Q: 3 clusters Score -181080.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -181082.906250 Penalty: 731.885681
	Iteration 22Q: 3 clusters Score -181082.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -181087.453125 Penalty: 731.885681
	Iteration 23Q: 3 clusters Score -181087.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -181088.968750 Penalty: 731.885681
	Iteration 24Q: 3 clusters Score -181089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -181093.421875 Penalty: 731.885681
	Iteration 25Q: 3 clusters Score -181093.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -181097.828125 Penalty: 731.885681
	Iteration 26Q: 3 clusters Score -181097.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -181103.312500 Penalty: 731.885681
	Iteration 27Q: 3 clusters Score -181103.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -181108.093750 Penalty: 731.885681
	Iteration 28Q: 3 clusters Score -181108.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -181111.671875 Penalty: 731.885681
	Iteration 29Q: 3 clusters Score -181111.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -181113.937500 Penalty: 731.885681
	Iteration 30Q: 3 clusters Score -181113.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -181115.062500 Penalty: 731.885681
	Iteration 31Q: 3 clusters Score -181115.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -181115.203125 Penalty: 731.885681
	Iteration 32Q: 3 clusters Score -181115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -181115.656250 Penalty: 731.885681
	Iteration 33Q: 3 clusters Score -181115.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -181115.796875 Penalty: 731.885681
	Iteration 34Q: 3 clusters Score -181115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -181116.125000 Penalty: 731.885681
	Iteration 35Q: 3 clusters Score -181116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -181116.296875 Penalty: 731.885681
	Iteration 36Q: 3 clusters Score -181116.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -181116.671875 Penalty: 731.885681
	Iteration 37Q: 3 clusters Score -181116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -181116.515625 Penalty: 731.885681
	Iteration 38Q: 3 clusters Score -181116.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -181116.781250 Penalty: 731.885681
	Iteration 39Q: 3 clusters Score -181116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -181117.593750 Penalty: 731.885681
	Iteration 40F: 3 clusters Score -181117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -181117.953125 Penalty: 731.885681
	Iteration 41Q: 3 clusters Score -181118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -181118.093750 Penalty: 731.885681
	Iteration 42Q: 3 clusters Score -181118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -181118.156250 Penalty: 731.885681
	Iteration 43Q: 3 clusters Score -181118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -181117.921875 Penalty: 731.885681
	Iteration 44Q: 3 clusters Score -181117.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -181117.921875 Penalty: 731.885681
	Iteration 45F: 3 clusters Score -181117.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -44445.531250 Penalty: 306.585938
	Iteration 0F: 2 clusters Score -44445.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43753.425781 Penalty: 613.171875
	Iteration 0F: 3 clusters Score -43753.43 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -44154.187500 Penalty: 613.171875
	Iteration 1F: 3 clusters Score -44154.19 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -44320.957031 Penalty: 613.171875
	Iteration 2F: 3 clusters Score -44320.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -44425.476562 Penalty: 613.171875
	Iteration 3F: 3 clusters Score -44425.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -44463.265625 Penalty: 613.171875
	Iteration 4Q: 3 clusters Score -44463.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -44481.347656 Penalty: 613.171875
	Iteration 5Q: 3 clusters Score -44481.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44489.035156 Penalty: 613.171875
	Iteration 6Q: 3 clusters Score -44489.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44501.914062 Penalty: 613.171875
	Iteration 7Q: 3 clusters Score -44501.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44511.062500 Penalty: 613.171875
	Iteration 8Q: 3 clusters Score -44511.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44517.371094 Penalty: 613.171875
	Iteration 9Q: 3 clusters Score -44517.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44532.878906 Penalty: 613.171875
	Iteration 10Q: 3 clusters Score -44532.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44547.480469 Penalty: 613.171875
	Iteration 11Q: 3 clusters Score -44547.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44550.464844 Penalty: 613.171875
	Iteration 12Q: 3 clusters Score -44550.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44551.593750 Penalty: 613.171875
	Iteration 13Q: 3 clusters Score -44551.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44552.179688 Penalty: 613.171875
	Iteration 14Q: 3 clusters Score -44552.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44552.179688 Penalty: 613.171875
	Iteration 15F: 3 clusters Score -44552.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 916 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 100 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 581 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 488 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 263 members 
Entering Unmasked Estep 
Score: -10142380.000000 Penalty: 33163.933594
Splitting cluster 48 changes total score from -10142522.000000 to -10142380.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (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: -17721.080078 Penalty: 264.813782
	Iteration 0F: 2 clusters Score -17721.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17365.650391 Penalty: 529.627563
	Iteration 0F: 3 clusters Score -17365.65 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17499.812500 Penalty: 529.627563
	Iteration 1F: 3 clusters Score -17499.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17547.142578 Penalty: 529.627563
	Iteration 2F: 3 clusters Score -17547.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17574.121094 Penalty: 529.627563
	Iteration 3Q: 3 clusters Score -17574.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17588.064453 Penalty: 529.627563
	Iteration 4Q: 3 clusters Score -17588.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17605.125000 Penalty: 529.627563
	Iteration 5Q: 3 clusters Score -17605.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17621.550781 Penalty: 529.627563
	Iteration 6Q: 3 clusters Score -17621.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17649.468750 Penalty: 529.627563
	Iteration 7Q: 3 clusters Score -17649.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17668.855469 Penalty: 529.627563
	Iteration 8Q: 3 clusters Score -17668.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17680.142578 Penalty: 529.627563
	Iteration 9Q: 3 clusters Score -17680.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17685.398438 Penalty: 529.627563
	Iteration 10Q: 3 clusters Score -17685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17690.265625 Penalty: 529.627563
	Iteration 11Q: 3 clusters Score -17690.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17693.667969 Penalty: 529.627563
	Iteration 12Q: 3 clusters Score -17693.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17706.705078 Penalty: 529.627563
	Iteration 13Q: 3 clusters Score -17706.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17709.248047 Penalty: 529.627563
	Iteration 14Q: 3 clusters Score -17709.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17710.546875 Penalty: 529.627563
	Iteration 15Q: 3 clusters Score -17710.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17716.839844 Penalty: 529.627563
	Iteration 16Q: 3 clusters Score -17716.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17725.257812 Penalty: 529.627563
	Iteration 17Q: 3 clusters Score -17725.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17729.222656 Penalty: 529.627563
	Iteration 18Q: 3 clusters Score -17729.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17730.697266 Penalty: 529.627563
	Iteration 19Q: 3 clusters Score -17730.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17734.179688 Penalty: 529.627563
	Iteration 20F: 3 clusters Score -17734.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17738.283203 Penalty: 529.627563
	Iteration 21Q: 3 clusters Score -17738.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17739.214844 Penalty: 529.627563
	Iteration 22Q: 3 clusters Score -17739.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17739.626953 Penalty: 529.627563
	Iteration 23Q: 3 clusters Score -17739.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17740.431641 Penalty: 529.627563
	Iteration 24Q: 3 clusters Score -17740.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17740.775391 Penalty: 529.627563
	Iteration 25Q: 3 clusters Score -17740.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17741.261719 Penalty: 529.627563
	Iteration 26Q: 3 clusters Score -17741.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17741.261719 Penalty: 529.627563
	Iteration 27F: 3 clusters Score -17741.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 916 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 100 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 844 members 
Mstep: Class 49 contains 227 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 488 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 110 members 
Entering Unmasked Estep 
Score: -10142270.000000 Penalty: 33163.933594
Splitting cluster 49 changes total score from -10142522.000000 to -10142270.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -8930.610352 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -8930.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8679.887695 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -8679.888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8749.838867 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -8749.839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8769.317383 Penalty: 469.995514
	Iteration 2F: 3 clusters Score -8769.317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8790.327148 Penalty: 469.995514
	Iteration 3Q: 3 clusters Score -8790.327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8798.362305 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -8798.362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8803.665039 Penalty: 469.995514
	Iteration 5Q: 3 clusters Score -8803.665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8803.665039 Penalty: 469.995514
	Iteration 6F: 3 clusters Score -8803.665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8116.500488 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8116.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7873.594238 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7873.594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7946.577637 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7946.578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7966.371582 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7966.372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7986.089844 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -7986.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7999.122559 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -7999.123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8027.736328 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8027.736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8055.885742 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8055.886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8055.885742 Penalty: 454.129395
	Iteration 7F: 3 clusters Score -8055.886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (9087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Entering Unmasked Estep 
Score: -523658.687500 Penalty: 414.714294
	Iteration 0F: 2 clusters Score -523658.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -517620.343750 Penalty: 829.428589
	Iteration 0F: 3 clusters Score -517620.3 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -520419.218750 Penalty: 829.428589
	Iteration 1F: 3 clusters Score -520419.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -520773.718750 Penalty: 829.428589
	Iteration 2F: 3 clusters Score -520773.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -521167.125000 Penalty: 829.428589
	Iteration 3F: 3 clusters Score -521167.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -521558.562500 Penalty: 829.428589
	Iteration 4F: 3 clusters Score -521558.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -521880.312500 Penalty: 829.428589
	Iteration 5F: 3 clusters Score -521880.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -522054.062500 Penalty: 829.428589
	Iteration 6Q: 3 clusters Score -522054.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -522150.312500 Penalty: 829.428589
	Iteration 7Q: 3 clusters Score -522150.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -522198.812500 Penalty: 829.428589
	Iteration 8Q: 3 clusters Score -522198.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -522229.937500 Penalty: 829.428589
	Iteration 9Q: 3 clusters Score -522229.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -522261.625000 Penalty: 829.428589
	Iteration 10Q: 3 clusters Score -522261.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -522294.031250 Penalty: 829.428589
	Iteration 11Q: 3 clusters Score -522294 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -522325.812500 Penalty: 829.428589
	Iteration 12Q: 3 clusters Score -522325.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -522366.687500 Penalty: 829.428589
	Iteration 13Q: 3 clusters Score -522366.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -522424.687500 Penalty: 829.428589
	Iteration 14Q: 3 clusters Score -522424.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -522482.218750 Penalty: 829.428589
	Iteration 15Q: 3 clusters Score -522482.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -522555.156250 Penalty: 829.428589
	Iteration 16Q: 3 clusters Score -522555.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -522644.687500 Penalty: 829.428589
	Iteration 17Q: 3 clusters Score -522644.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -522746.906250 Penalty: 829.428589
	Iteration 18Q: 3 clusters Score -522746.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -522842.281250 Penalty: 829.428589
	Iteration 19Q: 3 clusters Score -522842.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -522937.312500 Penalty: 829.428589
	Iteration 20F: 3 clusters Score -522937.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -523010.968750 Penalty: 829.428589
	Iteration 21Q: 3 clusters Score -523011 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -523076.937500 Penalty: 829.428589
	Iteration 22Q: 3 clusters Score -523076.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -523118.875000 Penalty: 829.428589
	Iteration 23Q: 3 clusters Score -523118.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -523148.656250 Penalty: 829.428589
	Iteration 24Q: 3 clusters Score -523148.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -523171.750000 Penalty: 829.428589
	Iteration 25Q: 3 clusters Score -523171.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -523187.031250 Penalty: 829.428589
	Iteration 26Q: 3 clusters Score -523187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -523194.687500 Penalty: 829.428589
	Iteration 27Q: 3 clusters Score -523194.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -523201.500000 Penalty: 829.428589
	Iteration 28Q: 3 clusters Score -523201.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -523213.156250 Penalty: 829.428589
	Iteration 29Q: 3 clusters Score -523213.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -523221.937500 Penalty: 829.428589
	Iteration 30Q: 3 clusters Score -523221.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -523229.593750 Penalty: 829.428589
	Iteration 31Q: 3 clusters Score -523229.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -523236.531250 Penalty: 829.428589
	Iteration 32Q: 3 clusters Score -523236.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -523242.406250 Penalty: 829.428589
	Iteration 33Q: 3 clusters Score -523242.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -523246.312500 Penalty: 829.428589
	Iteration 34Q: 3 clusters Score -523246.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -523251.750000 Penalty: 829.428589
	Iteration 35Q: 3 clusters Score -523251.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -523259.375000 Penalty: 829.428589
	Iteration 36Q: 3 clusters Score -523259.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -523262.593750 Penalty: 829.428589
	Iteration 37Q: 3 clusters Score -523262.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -523265.062500 Penalty: 829.428589
	Iteration 38Q: 3 clusters Score -523265.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -523268.718750 Penalty: 829.428589
	Iteration 39Q: 3 clusters Score -523268.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -523270.906250 Penalty: 829.428589
	Iteration 40F: 3 clusters Score -523270.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -523274.812500 Penalty: 829.428589
	Iteration 41Q: 3 clusters Score -523274.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -523279.937500 Penalty: 829.428589
	Iteration 42Q: 3 clusters Score -523279.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -523280.906250 Penalty: 829.428589
	Iteration 43Q: 3 clusters Score -523280.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -523284.593750 Penalty: 829.428589
	Iteration 44Q: 3 clusters Score -523284.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -523288.343750 Penalty: 829.428589
	Iteration 45Q: 3 clusters Score -523288.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -523294.750000 Penalty: 829.428589
	Iteration 46Q: 3 clusters Score -523294.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -523299.875000 Penalty: 829.428589
	Iteration 47Q: 3 clusters Score -523299.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -523305.125000 Penalty: 829.428589
	Iteration 48Q: 3 clusters Score -523305.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -523313.468750 Penalty: 829.428589
	Iteration 49Q: 3 clusters Score -523313.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -523326.500000 Penalty: 829.428589
	Iteration 50Q: 3 clusters Score -523326.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -523337.125000 Penalty: 829.428589
	Iteration 51Q: 3 clusters Score -523337.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -523356.343750 Penalty: 829.428589
	Iteration 52Q: 3 clusters Score -523356.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -523375.812500 Penalty: 829.428589
	Iteration 53Q: 3 clusters Score -523375.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -523403.500000 Penalty: 829.428589
	Iteration 54Q: 3 clusters Score -523403.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -523436.593750 Penalty: 829.428589
	Iteration 55Q: 3 clusters Score -523436.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -523466.531250 Penalty: 829.428589
	Iteration 56Q: 3 clusters Score -523466.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -523498.375000 Penalty: 829.428589
	Iteration 57Q: 3 clusters Score -523498.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -523519.906250 Penalty: 829.428589
	Iteration 58Q: 3 clusters Score -523519.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -523534.843750 Penalty: 829.428589
	Iteration 59Q: 3 clusters Score -523534.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -523545.187500 Penalty: 829.428589
	Iteration 60F: 3 clusters Score -523545.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -523552.156250 Penalty: 829.428589
	Iteration 61Q: 3 clusters Score -523552.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -523555.718750 Penalty: 829.428589
	Iteration 62Q: 3 clusters Score -523555.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -523557.625000 Penalty: 829.428589
	Iteration 63Q: 3 clusters Score -523557.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -523560.000000 Penalty: 829.428589
	Iteration 64Q: 3 clusters Score -523560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -523561.375000 Penalty: 829.428589
	Iteration 65Q: 3 clusters Score -523561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -523561.937500 Penalty: 829.428589
	Iteration 66Q: 3 clusters Score -523561.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -523562.843750 Penalty: 829.428589
	Iteration 67Q: 3 clusters Score -523562.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -523562.781250 Penalty: 829.428589
	Iteration 68Q: 3 clusters Score -523562.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -523562.937500 Penalty: 829.428589
	Iteration 69Q: 3 clusters Score -523562.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -523564.250000 Penalty: 829.428589
	Iteration 70Q: 3 clusters Score -523564.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -523564.406250 Penalty: 829.428589
	Iteration 71Q: 3 clusters Score -523564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -523564.750000 Penalty: 829.428589
	Iteration 72Q: 3 clusters Score -523564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -523565.312500 Penalty: 829.428589
	Iteration 73Q: 3 clusters Score -523565.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -523565.781250 Penalty: 829.428589
	Iteration 74Q: 3 clusters Score -523565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -523565.781250 Penalty: 829.428589
	Iteration 75F: 3 clusters Score -523565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -5391.766113 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -5391.766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5197.872559 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -5197.873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5259.559082 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -5259.559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5304.663574 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -5304.664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5309.700195 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -5309.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5314.370605 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -5314.371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5324.087891 Penalty: 424.372986
	Iteration 5Q: 3 clusters Score -5324.088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5324.087891 Penalty: 424.372986
	Iteration 6F: 3 clusters Score -5324.088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4574.116699 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4574.117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4383.585449 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -4383.585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4418.010254 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -4418.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4424.063965 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -4424.064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4427.168945 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -4427.169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4427.168945 Penalty: 424.372986
	Iteration 4F: 3 clusters Score -4427.169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -22930.517578 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -22930.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22501.156250 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -22501.16 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22659.457031 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -22659.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22708.822266 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -22708.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22734.039062 Penalty: 547.025330
	Iteration 3Q: 3 clusters Score -22734.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22761.132812 Penalty: 547.025330
	Iteration 4Q: 3 clusters Score -22761.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22791.660156 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -22791.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22826.062500 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -22826.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22859.964844 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -22859.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22875.240234 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -22875.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22883.439453 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -22883.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22887.158203 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -22887.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22887.789062 Penalty: 547.025330
	Iteration 11Q: 3 clusters Score -22887.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22889.175781 Penalty: 547.025330
	Iteration 12Q: 3 clusters Score -22889.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22891.513672 Penalty: 547.025330
	Iteration 13Q: 3 clusters Score -22891.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22891.513672 Penalty: 547.025330
	Iteration 14F: 3 clusters Score -22891.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -5694.784668 Penalty: 210.436264
	Iteration 0F: 2 clusters Score -5694.785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5478.969727 Penalty: 420.872528
	Iteration 0F: 3 clusters Score -5478.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5516.007324 Penalty: 420.872528
	Iteration 1F: 3 clusters Score -5516.007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Entering Unmasked Estep 
Score: -90248.546875 Penalty: 338.819611
	Iteration 0F: 2 clusters Score -90248.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -88972.828125 Penalty: 677.639221
	Iteration 0F: 3 clusters Score -88972.83 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -89557.734375 Penalty: 677.639221
	Iteration 1F: 3 clusters Score -89557.73 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -89688.523438 Penalty: 677.639221
	Iteration 2F: 3 clusters Score -89688.52 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -89770.312500 Penalty: 677.639221
	Iteration 3F: 3 clusters Score -89770.31 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -89835.296875 Penalty: 677.639221
	Iteration 4F: 3 clusters Score -89835.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -89892.585938 Penalty: 677.639221
	Iteration 5Q: 3 clusters Score -89892.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -89926.046875 Penalty: 677.639221
	Iteration 6Q: 3 clusters Score -89926.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -89948.828125 Penalty: 677.639221
	Iteration 7Q: 3 clusters Score -89948.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -89959.460938 Penalty: 677.639221
	Iteration 8Q: 3 clusters Score -89959.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -89964.937500 Penalty: 677.639221
	Iteration 9Q: 3 clusters Score -89964.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -89968.695312 Penalty: 677.639221
	Iteration 10Q: 3 clusters Score -89968.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -89970.117188 Penalty: 677.639221
	Iteration 11Q: 3 clusters Score -89970.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -89971.210938 Penalty: 677.639221
	Iteration 12Q: 3 clusters Score -89971.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -89972.507812 Penalty: 677.639221
	Iteration 13Q: 3 clusters Score -89972.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -89973.335938 Penalty: 677.639221
	Iteration 14Q: 3 clusters Score -89973.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -89973.757812 Penalty: 677.639221
	Iteration 15Q: 3 clusters Score -89973.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -89974.468750 Penalty: 677.639221
	Iteration 16Q: 3 clusters Score -89974.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -89975.023438 Penalty: 677.639221
	Iteration 17Q: 3 clusters Score -89975.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -89975.976562 Penalty: 677.639221
	Iteration 18Q: 3 clusters Score -89975.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -89976.484375 Penalty: 677.639221
	Iteration 19Q: 3 clusters Score -89976.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89976.765625 Penalty: 677.639221
	Iteration 20F: 3 clusters Score -89976.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -89976.671875 Penalty: 677.639221
	Iteration 21Q: 3 clusters Score -89976.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -89976.671875 Penalty: 677.639221
	Iteration 22F: 3 clusters Score -89976.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -26410.851562 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -26410.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25921.027344 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -25921.03 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26097.941406 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -26097.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26179.115234 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -26179.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26305.248047 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -26305.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26434.123047 Penalty: 563.318665
	Iteration 4F: 3 clusters Score -26434.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26485.505859 Penalty: 563.318665
	Iteration 5F: 3 clusters Score -26485.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26505.992188 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -26505.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26527.943359 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -26527.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26597.468750 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -26597.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26610.558594 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -26610.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26621.986328 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -26621.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26625.716797 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -26625.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26627.132812 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -26627.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26627.404297 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -26627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26628.115234 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -26628.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26629.810547 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -26629.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26630.763672 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -26630.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26631.398438 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -26631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26631.398438 Penalty: 563.318665
	Iteration 18F: 3 clusters Score -26631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 156 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 106 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 102360 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 168 members 
Mstep: Class 31 contains 916 members 
Mstep: Class 32 contains 206 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 406 members 
Mstep: Class 39 contains 117 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 100 members 
Mstep: Class 45 contains 1048 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 3111 members 
Mstep: Class 48 contains 844 members 
Mstep: Class 49 contains 337 members 
Mstep: Class 50 contains 175 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 106 members 
Mstep: Class 54 contains 106 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 102 members 
Mstep: Class 57 contains 1714 members 
Mstep: Class 58 contains 231 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 257 members 
Entering Unmasked Estep 
Score: -10142480.000000 Penalty: 33163.933594
Splitting cluster 58 changes total score from -10142522.000000 to -10142480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10484.931641 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -10484.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10183.812500 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -10183.81 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10261.050781 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10261.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10309.498047 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -10309.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10328.739258 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -10328.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10332.338867 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -10332.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10334.398438 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -10334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10335.674805 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -10335.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10337.281250 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -10337.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10339.517578 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -10339.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10340.641602 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -10340.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10348.199219 Penalty: 480.771515
	Iteration 10Q: 3 clusters Score -10348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10359.426758 Penalty: 480.771515
	Iteration 11Q: 3 clusters Score -10359.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10361.626953 Penalty: 480.771515
	Iteration 12Q: 3 clusters Score -10361.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10365.241211 Penalty: 480.771515
	Iteration 13Q: 3 clusters Score -10365.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10366.619141 Penalty: 480.771515
	Iteration 14Q: 3 clusters Score -10366.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10367.539062 Penalty: 480.771515
	Iteration 15Q: 3 clusters Score -10367.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10369.049805 Penalty: 480.771515
	Iteration 16Q: 3 clusters Score -10369.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10369.490234 Penalty: 480.771515
	Iteration 17Q: 3 clusters Score -10369.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10370.307617 Penalty: 480.771515
	Iteration 18Q: 3 clusters Score -10370.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10370.307617 Penalty: 480.771515
	Iteration 19F: 3 clusters Score -10370.31 nChanged 0
24->60 Clusters: Score -10142522.000000, best is -10144145.000000

Starting from 25 clusters...
--- Clustering full data set of 188709 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 7719 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 7987 members 
Mstep: Class 6 contains 7836 members 
Mstep: Class 7 contains 7909 members 
Mstep: Class 8 contains 7902 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 7833 members 
Mstep: Class 11 contains 7754 members 
Mstep: Class 12 contains 7758 members 
Mstep: Class 13 contains 7779 members 
Mstep: Class 14 contains 7916 members 
Mstep: Class 15 contains 7964 members 
Mstep: Class 16 contains 7863 members 
Mstep: Class 17 contains 7780 members 
Mstep: Class 18 contains 8006 members 
Mstep: Class 19 contains 7949 members 
Mstep: Class 20 contains 7778 members 
Mstep: Class 21 contains 7742 members 
Mstep: Class 22 contains 7867 members 
Mstep: Class 23 contains 7815 members 
Mstep: Class 24 contains 8012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 41.464222 but Gain 552.732422
Score: -7812331.500000 Penalty: 12712.841797
Iteration 0F: 24 clusters Score -7812332 nChanged 180739
Entering Unmasked Mstep 
Mstep: Class 0 contains 2130 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 140978 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 8827 members 
Mstep: Class 7 contains 8253 members 
Mstep: Class 8 contains 1009 members 
Mstep: Class 9 contains 154 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 2408 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6276 members 
Mstep: Class 15 contains 675 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 917 members 
Mstep: Class 18 contains 237 members 
Mstep: Class 19 contains 2550 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 126 members 
Mstep: Class 22 contains 2123 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 242.877579 but Gain 552.732422
Score: -9380354.000000 Penalty: 12160.109375
Iteration 1F: 23 clusters Score -9380354 nChanged 37813
Entering Unmasked Mstep 
Mstep: Class 0 contains 408 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 153566 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 168 members 
Mstep: Class 10 contains 107 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 3955 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 3368 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 257 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 5653 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 2640 members 
Mstep: Class 23 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 147.562408 but Gain 552.732422
Score: -9863390.000000 Penalty: 11607.376953
Iteration 2F: 22 clusters Score -9863390 nChanged 20576
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 148202 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 142 members 
Mstep: Class 10 contains 169 members 
Mstep: Class 11 contains 732 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 217 members 
Mstep: Class 14 contains 3985 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 5093 members 
Mstep: Class 18 contains 259 members 
Mstep: Class 19 contains 10090 members 
Mstep: Class 20 contains 7395 members 
Mstep: Class 21 contains 508 members 
Mstep: Class 22 contains 2643 members 
Mstep: Class 23 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 259.496979 but Gain 552.731445
Score: -9954726.000000 Penalty: 11054.645508
Iteration 3F: 21 clusters Score -9954726 nChanged 16531
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 137788 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 7 contains 2424 members 
Mstep: Class 8 contains 578 members 
Mstep: Class 9 contains 143 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 700 members 
Mstep: Class 12 contains 2609 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 7072 members 
Mstep: Class 18 contains 263 members 
Mstep: Class 19 contains 10907 members 
Mstep: Class 20 contains 14762 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 2676 members 
Mstep: Class 23 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 155.807541 but Gain 552.732422
Score: -10011488.000000 Penalty: 10501.913086
Iteration 4F: 20 clusters Score -1.001149e+07 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 2 contains 129117 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 7 contains 2839 members 
Mstep: Class 8 contains 578 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 686 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 192 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 17 contains 8084 members 
Mstep: Class 18 contains 257 members 
Mstep: Class 19 contains 11135 members 
Mstep: Class 20 contains 22648 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 2697 members 
Mstep: Class 23 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10046733.000000 Penalty: 10501.913086
Iteration 5F: 20 clusters Score -1.004673e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 2 contains 123141 members 
Mstep: Class 4 contains 796 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 7 contains 2993 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 150 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 685 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 8702 members 
Mstep: Class 18 contains 257 members 
Mstep: Class 19 contains 11305 members 
Mstep: Class 20 contains 28693 members 
Mstep: Class 21 contains 586 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10064418.000000 Penalty: 10501.913086
Iteration 6Q: 20 clusters Score -1.006442e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 119193 members 
Mstep: Class 4 contains 803 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 7 contains 3065 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 161 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 2106 members 
Mstep: Class 16 contains 1194 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 11492 members 
Mstep: Class 20 contains 32778 members 
Mstep: Class 21 contains 557 members 
Mstep: Class 22 contains 2768 members 
Mstep: Class 23 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10072810.000000 Penalty: 10501.913086
Iteration 7Q: 20 clusters Score -1.007281e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 116274 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 7 contains 3084 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 169 members 
Mstep: Class 10 contains 325 members 
Mstep: Class 11 contains 684 members 
Mstep: Class 12 contains 1830 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 9277 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 19 contains 11667 members 
Mstep: Class 20 contains 35735 members 
Mstep: Class 21 contains 529 members 
Mstep: Class 22 contains 2805 members 
Mstep: Class 23 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10077310.000000 Penalty: 10501.913086
Iteration 8Q: 20 clusters Score -1.007731e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 113443 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 551 members 
Mstep: Class 7 contains 3121 members 
Mstep: Class 8 contains 797 members 
Mstep: Class 9 contains 176 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 1675 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 14 contains 1190 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 9331 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 11823 members 
Mstep: Class 20 contains 38476 members 
Mstep: Class 21 contains 494 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10083154.000000 Penalty: 10501.913086
Iteration 9Q: 20 clusters Score -1.008315e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 110215 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 574 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 661 members 
Mstep: Class 12 contains 1577 members 
Mstep: Class 13 contains 178 members 
Mstep: Class 14 contains 1022 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 9320 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 11920 members 
Mstep: Class 20 contains 41426 members 
Mstep: Class 21 contains 469 members 
Mstep: Class 22 contains 2838 members 
Mstep: Class 23 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10091202.000000 Penalty: 10501.913086
Iteration 10Q: 20 clusters Score -1.00912e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 107811 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 7 contains 3267 members 
Mstep: Class 8 contains 978 members 
Mstep: Class 9 contains 183 members 
Mstep: Class 10 contains 330 members 
Mstep: Class 11 contains 653 members 
Mstep: Class 12 contains 1491 members 
Mstep: Class 13 contains 173 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 16 contains 2320 members 
Mstep: Class 17 contains 9269 members 
Mstep: Class 18 contains 444 members 
Mstep: Class 19 contains 12005 members 
Mstep: Class 20 contains 43400 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 2853 members 
Mstep: Class 23 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10095314.000000 Penalty: 10501.913086
Iteration 11Q: 20 clusters Score -1.009531e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 106709 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 608 members 
Mstep: Class 7 contains 3351 members 
Mstep: Class 8 contains 1015 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 325 members 
Mstep: Class 11 contains 650 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 165 members 
Mstep: Class 14 contains 936 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 9285 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 12096 members 
Mstep: Class 20 contains 43983 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 2857 members 
Mstep: Class 23 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10096380.000000 Penalty: 10501.913086
Iteration 12Q: 20 clusters Score -1.009638e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 106230 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 7 contains 3426 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 324 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 1361 members 
Mstep: Class 13 contains 159 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 9320 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 12156 members 
Mstep: Class 20 contains 43977 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 2855 members 
Mstep: Class 23 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10096947.000000 Penalty: 10501.913086
Iteration 13Q: 20 clusters Score -1.009695e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 105932 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 7 contains 3515 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 325 members 
Mstep: Class 11 contains 642 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 153 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 16 contains 3567 members 
Mstep: Class 17 contains 9351 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 12196 members 
Mstep: Class 20 contains 43771 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 2851 members 
Mstep: Class 23 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10097436.000000 Penalty: 10501.913086
Iteration 14Q: 20 clusters Score -1.009744e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 105699 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 981 members 
Mstep: Class 9 contains 175 members 
Mstep: Class 10 contains 325 members 
Mstep: Class 11 contains 634 members 
Mstep: Class 12 contains 1306 members 
Mstep: Class 13 contains 150 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 16 contains 4003 members 
Mstep: Class 17 contains 9375 members 
Mstep: Class 18 contains 493 members 
Mstep: Class 19 contains 12238 members 
Mstep: Class 20 contains 43501 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 2849 members 
Mstep: Class 23 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10097743.000000 Penalty: 10501.913086
Iteration 15Q: 20 clusters Score -1.009774e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 105529 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 7 contains 3682 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 172 members 
Mstep: Class 10 contains 325 members 
Mstep: Class 11 contains 637 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 150 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 16 contains 4422 members 
Mstep: Class 17 contains 9419 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 12270 members 
Mstep: Class 20 contains 43216 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 2849 members 
Mstep: Class 23 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10098139.000000 Penalty: 10501.913086
Iteration 16Q: 20 clusters Score -1.009814e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 105381 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 7 contains 3731 members 
Mstep: Class 8 contains 947 members 
Mstep: Class 9 contains 175 members 
Mstep: Class 10 contains 327 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 150 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 16 contains 4834 members 
Mstep: Class 17 contains 9436 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 12297 members 
Mstep: Class 20 contains 42925 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 2844 members 
Mstep: Class 23 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10098395.000000 Penalty: 10501.913086
Iteration 17Q: 20 clusters Score -1.00984e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 105248 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 327 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 1232 members 
Mstep: Class 13 contains 149 members 
Mstep: Class 14 contains 665 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 9465 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 12314 members 
Mstep: Class 20 contains 42600 members 
Mstep: Class 21 contains 376 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10098556.000000 Penalty: 10501.913086
Iteration 18Q: 20 clusters Score -1.009856e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 105126 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 5 contains 651 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 912 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 327 members 
Mstep: Class 11 contains 640 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 148 members 
Mstep: Class 14 contains 665 members 
Mstep: Class 16 contains 5648 members 
Mstep: Class 17 contains 9483 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 12331 members 
Mstep: Class 20 contains 42283 members 
Mstep: Class 21 contains 365 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10098753.000000 Penalty: 10501.913086
Iteration 19Q: 20 clusters Score -1.009875e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 105024 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 7 contains 3811 members 
Mstep: Class 8 contains 887 members 
Mstep: Class 9 contains 170 members 
Mstep: Class 10 contains 329 members 
Mstep: Class 11 contains 641 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 148 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 16 contains 6059 members 
Mstep: Class 17 contains 9510 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 12346 members 
Mstep: Class 20 contains 41941 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10099870.000000 Penalty: 10501.913086
Iteration 20F: 20 clusters Score -1.009987e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 104818 members 
Mstep: Class 4 contains 796 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 868 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 343 members 
Mstep: Class 11 contains 641 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 161 members 
Mstep: Class 14 contains 692 members 
Mstep: Class 16 contains 6431 members 
Mstep: Class 17 contains 9523 members 
Mstep: Class 18 contains 592 members 
Mstep: Class 19 contains 12354 members 
Mstep: Class 20 contains 41655 members 
Mstep: Class 21 contains 332 members 
Mstep: Class 22 contains 2833 members 
Mstep: Class 23 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10101054.000000 Penalty: 10501.913086
Iteration 21Q: 20 clusters Score -1.010105e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 104642 members 
Mstep: Class 4 contains 789 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 1235 members 
Mstep: Class 13 contains 150 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 12418 members 
Mstep: Class 20 contains 41355 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2835 members 
Mstep: Class 23 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10101618.000000 Penalty: 10501.913086
Iteration 22Q: 20 clusters Score -1.010162e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 104473 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 7 contains 4004 members 
Mstep: Class 8 contains 845 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 135 members 
Mstep: Class 14 contains 717 members 
Mstep: Class 16 contains 7218 members 
Mstep: Class 17 contains 9562 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 12469 members 
Mstep: Class 20 contains 41062 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10101951.000000 Penalty: 10501.913086
Iteration 23Q: 20 clusters Score -1.010195e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 104304 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 7 contains 4030 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 196 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 125 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 16 contains 7574 members 
Mstep: Class 17 contains 9584 members 
Mstep: Class 18 contains 665 members 
Mstep: Class 19 contains 12495 members 
Mstep: Class 20 contains 40823 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 2839 members 
Mstep: Class 23 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10102207.000000 Penalty: 10501.913086
Iteration 24Q: 20 clusters Score -1.010221e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 104152 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 7 contains 4039 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 1177 members 
Mstep: Class 13 contains 116 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 16 contains 7924 members 
Mstep: Class 17 contains 9603 members 
Mstep: Class 18 contains 678 members 
Mstep: Class 19 contains 12514 members 
Mstep: Class 20 contains 40580 members 
Mstep: Class 21 contains 291 members 
Mstep: Class 22 contains 2837 members 
Mstep: Class 23 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10102410.000000 Penalty: 10501.913086
Iteration 25Q: 20 clusters Score -1.010241e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 104041 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 678 members 
Mstep: Class 7 contains 4026 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 116 members 
Mstep: Class 14 contains 744 members 
Mstep: Class 16 contains 8255 members 
Mstep: Class 17 contains 9618 members 
Mstep: Class 18 contains 680 members 
Mstep: Class 19 contains 12528 members 
Mstep: Class 20 contains 40356 members 
Mstep: Class 21 contains 291 members 
Mstep: Class 22 contains 2839 members 
Mstep: Class 23 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10102637.000000 Penalty: 10501.913086
Iteration 26Q: 20 clusters Score -1.010264e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 103926 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 7 contains 4018 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 116 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 9632 members 
Mstep: Class 18 contains 685 members 
Mstep: Class 19 contains 12538 members 
Mstep: Class 20 contains 40145 members 
Mstep: Class 21 contains 290 members 
Mstep: Class 22 contains 2839 members 
Mstep: Class 23 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10102936.000000 Penalty: 10501.913086
Iteration 27Q: 20 clusters Score -1.010294e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 103829 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 1143 members 
Mstep: Class 13 contains 112 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 16 contains 8887 members 
Mstep: Class 17 contains 9629 members 
Mstep: Class 18 contains 687 members 
Mstep: Class 19 contains 12544 members 
Mstep: Class 20 contains 39930 members 
Mstep: Class 21 contains 287 members 
Mstep: Class 22 contains 2840 members 
Mstep: Class 23 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10103139.000000 Penalty: 10501.913086
Iteration 28Q: 20 clusters Score -1.010314e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 103716 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 687 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 1136 members 
Mstep: Class 13 contains 111 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 16 contains 9204 members 
Mstep: Class 17 contains 9638 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12548 members 
Mstep: Class 20 contains 39719 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10103325.000000 Penalty: 10501.913086
Iteration 29Q: 20 clusters Score -1.010332e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 103616 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 1128 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 16 contains 9540 members 
Mstep: Class 17 contains 9663 members 
Mstep: Class 18 contains 687 members 
Mstep: Class 19 contains 12559 members 
Mstep: Class 20 contains 39481 members 
Mstep: Class 21 contains 285 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10103416.000000 Penalty: 10501.913086
Iteration 30Q: 20 clusters Score -1.010342e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 103510 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 7 contains 3956 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 16 contains 9910 members 
Mstep: Class 17 contains 9680 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12565 members 
Mstep: Class 20 contains 39215 members 
Mstep: Class 21 contains 285 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10103521.000000 Penalty: 10501.913086
Iteration 31Q: 20 clusters Score -1.010352e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 103418 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 7 contains 3942 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 1116 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 756 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 9687 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 38980 members 
Mstep: Class 21 contains 285 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10103578.000000 Penalty: 10501.913086
Iteration 32Q: 20 clusters Score -1.010358e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 103343 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 7 contains 3906 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 1115 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 16 contains 10559 members 
Mstep: Class 17 contains 9695 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 38770 members 
Mstep: Class 21 contains 285 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10103619.000000 Penalty: 10501.913086
Iteration 33Q: 20 clusters Score -1.010362e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 103283 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 7 contains 3878 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 1115 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 16 contains 10871 members 
Mstep: Class 17 contains 9690 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12571 members 
Mstep: Class 20 contains 38537 members 
Mstep: Class 21 contains 285 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10103732.000000 Penalty: 10501.913086
Iteration 34Q: 20 clusters Score -1.010373e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 103207 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 1115 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 777 members 
Mstep: Class 16 contains 11206 members 
Mstep: Class 17 contains 9680 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12570 members 
Mstep: Class 20 contains 38287 members 
Mstep: Class 21 contains 284 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10103767.000000 Penalty: 10501.913086
Iteration 35Q: 20 clusters Score -1.010377e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 103131 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 1113 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 16 contains 11594 members 
Mstep: Class 17 contains 9676 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12571 members 
Mstep: Class 20 contains 37990 members 
Mstep: Class 21 contains 284 members 
Mstep: Class 22 contains 2843 members 
Mstep: Class 23 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10103831.000000 Penalty: 10501.913086
Iteration 36Q: 20 clusters Score -1.010383e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 103065 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 7 contains 3851 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 1112 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 782 members 
Mstep: Class 16 contains 11989 members 
Mstep: Class 17 contains 9677 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 37666 members 
Mstep: Class 21 contains 284 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10103957.000000 Penalty: 10501.913086
Iteration 37Q: 20 clusters Score -1.010396e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 103003 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 1113 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 16 contains 12398 members 
Mstep: Class 17 contains 9673 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 37333 members 
Mstep: Class 21 contains 284 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10103987.000000 Penalty: 10501.913086
Iteration 38Q: 20 clusters Score -1.010399e+07 nChanged 574
Entering ConstructFrom: 
Score: -10103987.000000 Penalty: 10501.913086
Entering ConstructFrom: 
Trying to split cluster 2 (102936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102936 members 
Entering Unmasked Estep 
Score: -5921982.500000 Penalty: 525.154724
	Iteration 0F: 2 clusters Score -5921982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -5857304.000000 Penalty: 1050.309448
	Iteration 0F: 3 clusters Score -5857304 nChanged 50411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -5890257.000000 Penalty: 1050.309448
	Iteration 1F: 3 clusters Score -5890257 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 68347 members 
Entering Unmasked Estep 
Score: -5894148.500000 Penalty: 1050.309448
	Iteration 2F: 3 clusters Score -5894148 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 75436 members 
Entering Unmasked Estep 
Score: -5899811.500000 Penalty: 1050.309448
	Iteration 3F: 3 clusters Score -5899812 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
Score: -5905833.500000 Penalty: 1050.309448
	Iteration 4F: 3 clusters Score -5905834 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -5910437.000000 Penalty: 1050.309448
	Iteration 5F: 3 clusters Score -5910437 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
Score: -5913061.500000 Penalty: 1050.309448
	Iteration 6Q: 3 clusters Score -5913062 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 92623 members 
Entering Unmasked Estep 
Score: -5914347.000000 Penalty: 1050.309448
	Iteration 7Q: 3 clusters Score -5914347 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 93968 members 
Entering Unmasked Estep 
Score: -5915168.500000 Penalty: 1050.309448
	Iteration 8Q: 3 clusters Score -5915168 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 95106 members 
Entering Unmasked Estep 
Score: -5915707.500000 Penalty: 1050.309448
	Iteration 9Q: 3 clusters Score -5915708 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -5916246.000000 Penalty: 1050.309448
	Iteration 10Q: 3 clusters Score -5916246 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 96969 members 
Entering Unmasked Estep 
Score: -5916779.000000 Penalty: 1050.309448
	Iteration 11Q: 3 clusters Score -5916779 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -5917393.000000 Penalty: 1050.309448
	Iteration 12Q: 3 clusters Score -5917393 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 98620 members 
Entering Unmasked Estep 
Score: -5918002.500000 Penalty: 1050.309448
	Iteration 13Q: 3 clusters Score -5918002 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 99335 members 
Entering Unmasked Estep 
Score: -5918578.500000 Penalty: 1050.309448
	Iteration 14Q: 3 clusters Score -5918578 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -5919104.500000 Penalty: 1050.309448
	Iteration 15Q: 3 clusters Score -5919104 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 100500 members 
Entering Unmasked Estep 
Score: -5919538.500000 Penalty: 1050.309448
	Iteration 16Q: 3 clusters Score -5919538 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 100942 members 
Entering Unmasked Estep 
Score: -5919917.000000 Penalty: 1050.309448
	Iteration 17Q: 3 clusters Score -5919917 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 101306 members 
Entering Unmasked Estep 
Score: -5920233.500000 Penalty: 1050.309448
	Iteration 18Q: 3 clusters Score -5920234 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 101625 members 
Entering Unmasked Estep 
Score: -5920513.000000 Penalty: 1050.309448
	Iteration 19Q: 3 clusters Score -5920513 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -5920721.000000 Penalty: 1050.309448
	Iteration 20F: 3 clusters Score -5920721 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 102028 members 
Entering Unmasked Estep 
Score: -5920901.000000 Penalty: 1050.309448
	Iteration 21Q: 3 clusters Score -5920901 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 102166 members 
Entering Unmasked Estep 
Score: -5921013.000000 Penalty: 1050.309448
	Iteration 22Q: 3 clusters Score -5921013 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -5921119.000000 Penalty: 1050.309448
	Iteration 23Q: 3 clusters Score -5921119 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 102365 members 
Entering Unmasked Estep 
Score: -5921189.500000 Penalty: 1050.309448
	Iteration 24Q: 3 clusters Score -5921190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 102417 members 
Entering Unmasked Estep 
Score: -5921224.000000 Penalty: 1050.309448
	Iteration 25Q: 3 clusters Score -5921224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 102449 members 
Entering Unmasked Estep 
Score: -5921256.000000 Penalty: 1050.309448
	Iteration 26Q: 3 clusters Score -5921256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102472 members 
Entering Unmasked Estep 
Score: -5921287.000000 Penalty: 1050.309448
	Iteration 27Q: 3 clusters Score -5921287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 102480 members 
Entering Unmasked Estep 
Score: -5921299.500000 Penalty: 1050.309448
	Iteration 28Q: 3 clusters Score -5921300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 102486 members 
Entering Unmasked Estep 
Score: -5921306.000000 Penalty: 1050.309448
	Iteration 29Q: 3 clusters Score -5921306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 102495 members 
Entering Unmasked Estep 
Score: -5921313.000000 Penalty: 1050.309448
	Iteration 30Q: 3 clusters Score -5921313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 102500 members 
Entering Unmasked Estep 
Score: -5921319.000000 Penalty: 1050.309448
	Iteration 31Q: 3 clusters Score -5921319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 102504 members 
Entering Unmasked Estep 
Score: -5921325.000000 Penalty: 1050.309448
	Iteration 32Q: 3 clusters Score -5921325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 102509 members 
Entering Unmasked Estep 
Score: -5921337.500000 Penalty: 1050.309448
	Iteration 33Q: 3 clusters Score -5921338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 102513 members 
Entering Unmasked Estep 
Score: -5921343.000000 Penalty: 1050.309448
	Iteration 34Q: 3 clusters Score -5921343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 102519 members 
Entering Unmasked Estep 
Score: -5921349.000000 Penalty: 1050.309448
	Iteration 35Q: 3 clusters Score -5921349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 102522 members 
Entering Unmasked Estep 
Score: -5921344.500000 Penalty: 1050.309448
	Iteration 36Q: 3 clusters Score -5921344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -5921353.000000 Penalty: 1050.309448
	Iteration 37Q: 3 clusters Score -5921353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 102526 members 
Entering Unmasked Estep 
Score: -5921357.500000 Penalty: 1050.309448
	Iteration 38Q: 3 clusters Score -5921358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -5921362.000000 Penalty: 1050.309448
	Iteration 39Q: 3 clusters Score -5921362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 102529 members 
Entering Unmasked Estep 
Score: -5921364.000000 Penalty: 1050.309448
	Iteration 40F: 3 clusters Score -5921364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 102530 members 
Entering Unmasked Estep 
Score: -5921361.000000 Penalty: 1050.309448
	Iteration 41Q: 3 clusters Score -5921361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 102531 members 
Entering Unmasked Estep 
Score: -5921362.000000 Penalty: 1050.309448
	Iteration 42Q: 3 clusters Score -5921362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 102532 members 
Entering Unmasked Estep 
Score: -5921362.500000 Penalty: 1050.309448
	Iteration 43Q: 3 clusters Score -5921362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 102532 members 
Entering Unmasked Estep 
Score: -5921362.500000 Penalty: 1050.309448
	Iteration 44F: 3 clusters Score -5921362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -38067.468750 Penalty: 303.346527
	Iteration 0F: 2 clusters Score -38067.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -37432.449219 Penalty: 606.693054
	Iteration 0F: 3 clusters Score -37432.45 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -38186.527344 Penalty: 606.693054
	Iteration 1F: 3 clusters Score -38186.53 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -38562.335938 Penalty: 606.693054
	Iteration 2F: 3 clusters Score -38562.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -38666.664062 Penalty: 606.693054
	Iteration 3F: 3 clusters Score -38666.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -38697.355469 Penalty: 606.693054
	Iteration 4Q: 3 clusters Score -38697.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -38727.003906 Penalty: 606.693054
	Iteration 5Q: 3 clusters Score -38727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -38779.554688 Penalty: 606.693054
	Iteration 6Q: 3 clusters Score -38779.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -38824.058594 Penalty: 606.693054
	Iteration 7Q: 3 clusters Score -38824.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -38904.812500 Penalty: 606.693054
	Iteration 8Q: 3 clusters Score -38904.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -38925.046875 Penalty: 606.693054
	Iteration 9Q: 3 clusters Score -38925.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -38936.273438 Penalty: 606.693054
	Iteration 10Q: 3 clusters Score -38936.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -38942.269531 Penalty: 606.693054
	Iteration 11Q: 3 clusters Score -38942.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -38943.761719 Penalty: 606.693054
	Iteration 12Q: 3 clusters Score -38943.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -38945.640625 Penalty: 606.693054
	Iteration 13Q: 3 clusters Score -38945.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -38946.105469 Penalty: 606.693054
	Iteration 14Q: 3 clusters Score -38946.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -38946.105469 Penalty: 606.693054
	Iteration 15F: 3 clusters Score -38946.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102936 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 1113 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 16 contains 12815 members 
Mstep: Class 17 contains 9670 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 36980 members 
Mstep: Class 21 contains 284 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 543 members 
Entering Unmasked Estep 
Score: -10104717.000000 Penalty: 11054.645508
Splitting cluster 4 changes total score from -10103987.000000 to -10104717.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -31815.562500 Penalty: 297.154938
	Iteration 0F: 2 clusters Score -31815.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -31227.253906 Penalty: 594.309875
	Iteration 0F: 3 clusters Score -31227.25 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31429.367188 Penalty: 594.309875
	Iteration 1F: 3 clusters Score -31429.37 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31470.187500 Penalty: 594.309875
	Iteration 2F: 3 clusters Score -31470.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31498.589844 Penalty: 594.309875
	Iteration 3Q: 3 clusters Score -31498.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31511.388672 Penalty: 594.309875
	Iteration 4Q: 3 clusters Score -31511.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31522.837891 Penalty: 594.309875
	Iteration 5Q: 3 clusters Score -31522.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31535.154297 Penalty: 594.309875
	Iteration 6Q: 3 clusters Score -31535.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31543.486328 Penalty: 594.309875
	Iteration 7Q: 3 clusters Score -31543.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31553.347656 Penalty: 594.309875
	Iteration 8Q: 3 clusters Score -31553.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31560.250000 Penalty: 594.309875
	Iteration 9Q: 3 clusters Score -31560.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31563.785156 Penalty: 594.309875
	Iteration 10Q: 3 clusters Score -31563.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31568.162109 Penalty: 594.309875
	Iteration 11Q: 3 clusters Score -31568.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31569.464844 Penalty: 594.309875
	Iteration 12Q: 3 clusters Score -31569.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31570.515625 Penalty: 594.309875
	Iteration 13Q: 3 clusters Score -31570.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31571.835938 Penalty: 594.309875
	Iteration 14Q: 3 clusters Score -31571.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31573.041016 Penalty: 594.309875
	Iteration 15Q: 3 clusters Score -31573.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31573.488281 Penalty: 594.309875
	Iteration 16Q: 3 clusters Score -31573.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31573.785156 Penalty: 594.309875
	Iteration 17Q: 3 clusters Score -31573.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31573.957031 Penalty: 594.309875
	Iteration 18Q: 3 clusters Score -31573.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31574.232422 Penalty: 594.309875
	Iteration 19Q: 3 clusters Score -31574.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31574.507812 Penalty: 594.309875
	Iteration 20F: 3 clusters Score -31574.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31575.009766 Penalty: 594.309875
	Iteration 21Q: 3 clusters Score -31575.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31576.820312 Penalty: 594.309875
	Iteration 22Q: 3 clusters Score -31576.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31579.152344 Penalty: 594.309875
	Iteration 23Q: 3 clusters Score -31579.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31581.703125 Penalty: 594.309875
	Iteration 24Q: 3 clusters Score -31581.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31584.410156 Penalty: 594.309875
	Iteration 25Q: 3 clusters Score -31584.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31586.281250 Penalty: 594.309875
	Iteration 26Q: 3 clusters Score -31586.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31586.603516 Penalty: 594.309875
	Iteration 27Q: 3 clusters Score -31586.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31586.792969 Penalty: 594.309875
	Iteration 28Q: 3 clusters Score -31586.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31587.142578 Penalty: 594.309875
	Iteration 29Q: 3 clusters Score -31587.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31589.261719 Penalty: 594.309875
	Iteration 30Q: 3 clusters Score -31589.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31593.244141 Penalty: 594.309875
	Iteration 31Q: 3 clusters Score -31593.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31596.232422 Penalty: 594.309875
	Iteration 32Q: 3 clusters Score -31596.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31598.458984 Penalty: 594.309875
	Iteration 33Q: 3 clusters Score -31598.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31599.617188 Penalty: 594.309875
	Iteration 34Q: 3 clusters Score -31599.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31600.138672 Penalty: 594.309875
	Iteration 35Q: 3 clusters Score -31600.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31600.378906 Penalty: 594.309875
	Iteration 36Q: 3 clusters Score -31600.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31601.250000 Penalty: 594.309875
	Iteration 37Q: 3 clusters Score -31601.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31601.712891 Penalty: 594.309875
	Iteration 38Q: 3 clusters Score -31601.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -31602.361328 Penalty: 594.309875
	Iteration 39Q: 3 clusters Score -31602.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31602.857422 Penalty: 594.309875
	Iteration 40F: 3 clusters Score -31602.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -31603.162109 Penalty: 594.309875
	Iteration 41Q: 3 clusters Score -31603.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -31603.162109 Penalty: 594.309875
	Iteration 42F: 3 clusters Score -31603.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -220346.937500 Penalty: 375.509979
	Iteration 0F: 2 clusters Score -220346.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -217707.359375 Penalty: 751.019958
	Iteration 0F: 3 clusters Score -217707.4 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -218757.968750 Penalty: 751.019958
	Iteration 1F: 3 clusters Score -218758 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -219056.125000 Penalty: 751.019958
	Iteration 2F: 3 clusters Score -219056.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -219404.343750 Penalty: 751.019958
	Iteration 3F: 3 clusters Score -219404.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -219672.843750 Penalty: 751.019958
	Iteration 4F: 3 clusters Score -219672.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -219854.187500 Penalty: 751.019958
	Iteration 5F: 3 clusters Score -219854.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -219951.062500 Penalty: 751.019958
	Iteration 6Q: 3 clusters Score -219951.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -220018.078125 Penalty: 751.019958
	Iteration 7Q: 3 clusters Score -220018.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -220060.359375 Penalty: 751.019958
	Iteration 8Q: 3 clusters Score -220060.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -220081.359375 Penalty: 751.019958
	Iteration 9Q: 3 clusters Score -220081.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -220091.765625 Penalty: 751.019958
	Iteration 10Q: 3 clusters Score -220091.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -220097.187500 Penalty: 751.019958
	Iteration 11Q: 3 clusters Score -220097.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -220100.968750 Penalty: 751.019958
	Iteration 12Q: 3 clusters Score -220101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -220103.531250 Penalty: 751.019958
	Iteration 13Q: 3 clusters Score -220103.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -220105.359375 Penalty: 751.019958
	Iteration 14Q: 3 clusters Score -220105.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -220106.156250 Penalty: 751.019958
	Iteration 15Q: 3 clusters Score -220106.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -220106.390625 Penalty: 751.019958
	Iteration 16Q: 3 clusters Score -220106.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -220106.671875 Penalty: 751.019958
	Iteration 17Q: 3 clusters Score -220106.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -220106.671875 Penalty: 751.019958
	Iteration 18Q: 3 clusters Score -220106.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -220106.859375 Penalty: 751.019958
	Iteration 19Q: 3 clusters Score -220106.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -220107.015625 Penalty: 751.019958
	Iteration 20F: 3 clusters Score -220107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -220107.187500 Penalty: 751.019958
	Iteration 21Q: 3 clusters Score -220107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -220107.359375 Penalty: 751.019958
	Iteration 22Q: 3 clusters Score -220107.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -220107.359375 Penalty: 751.019958
	Iteration 23F: 3 clusters Score -220107.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -43509.343750 Penalty: 305.217834
	Iteration 0F: 2 clusters Score -43509.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -42815.058594 Penalty: 610.435669
	Iteration 0F: 3 clusters Score -42815.06 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43030.933594 Penalty: 610.435669
	Iteration 1F: 3 clusters Score -43030.93 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -43090.328125 Penalty: 610.435669
	Iteration 2F: 3 clusters Score -43090.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -43116.929688 Penalty: 610.435669
	Iteration 3Q: 3 clusters Score -43116.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -43137.652344 Penalty: 610.435669
	Iteration 4Q: 3 clusters Score -43137.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43158.496094 Penalty: 610.435669
	Iteration 5Q: 3 clusters Score -43158.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -43175.519531 Penalty: 610.435669
	Iteration 6Q: 3 clusters Score -43175.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43188.718750 Penalty: 610.435669
	Iteration 7Q: 3 clusters Score -43188.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -43204.343750 Penalty: 610.435669
	Iteration 8Q: 3 clusters Score -43204.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -43225.355469 Penalty: 610.435669
	Iteration 9Q: 3 clusters Score -43225.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43234.691406 Penalty: 610.435669
	Iteration 10Q: 3 clusters Score -43234.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43243.925781 Penalty: 610.435669
	Iteration 11Q: 3 clusters Score -43243.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43248.042969 Penalty: 610.435669
	Iteration 12Q: 3 clusters Score -43248.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43251.332031 Penalty: 610.435669
	Iteration 13Q: 3 clusters Score -43251.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43254.093750 Penalty: 610.435669
	Iteration 14Q: 3 clusters Score -43254.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43257.554688 Penalty: 610.435669
	Iteration 15Q: 3 clusters Score -43257.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43260.718750 Penalty: 610.435669
	Iteration 16Q: 3 clusters Score -43260.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43264.976562 Penalty: 610.435669
	Iteration 17Q: 3 clusters Score -43264.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43269.093750 Penalty: 610.435669
	Iteration 18Q: 3 clusters Score -43269.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43271.550781 Penalty: 610.435669
	Iteration 19Q: 3 clusters Score -43271.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43272.097656 Penalty: 610.435669
	Iteration 20F: 3 clusters Score -43272.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43272.554688 Penalty: 610.435669
	Iteration 21Q: 3 clusters Score -43272.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43273.570312 Penalty: 610.435669
	Iteration 22Q: 3 clusters Score -43273.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43273.570312 Penalty: 610.435669
	Iteration 23F: 3 clusters Score -43273.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -9744.527344 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -9744.527 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 105 members 
Entering Unmasked Estep 
Score: -9465.353516 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -9465.354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9538.104492 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -9538.104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9547.195312 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -9547.195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9549.992188 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -9549.992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9551.499023 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -9551.499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9551.749023 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -9551.749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9551.913086 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -9551.913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9551.913086 Penalty: 481.690735
	Iteration 7F: 3 clusters Score -9551.913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -15024.652344 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -15024.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14652.698242 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -14652.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14809.905273 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -14809.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14847.924805 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -14847.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14880.124023 Penalty: 535.128540
	Iteration 3Q: 3 clusters Score -14880.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14941.788086 Penalty: 535.128540
	Iteration 4F: 3 clusters Score -14941.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15011.693359 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -15011.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15108.685547 Penalty: 535.128540
	Iteration 6F: 3 clusters Score -15108.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15215.291992 Penalty: 535.128540
	Iteration 7F: 3 clusters Score -15215.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15435.356445 Penalty: 535.128540
	Iteration 8F: 3 clusters Score -15435.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15572.652344 Penalty: 535.128540
	Iteration 9F: 3 clusters Score -15572.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15616.578125 Penalty: 535.128540
	Iteration 10Q: 3 clusters Score -15616.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15629.999023 Penalty: 535.128540
	Iteration 11Q: 3 clusters Score -15630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15631.551758 Penalty: 535.128540
	Iteration 12Q: 3 clusters Score -15631.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15631.551758 Penalty: 535.128540
	Iteration 13F: 3 clusters Score -15631.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102936 members 
Mstep: Class 3 contains 151 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 1113 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 16 contains 12815 members 
Mstep: Class 17 contains 9670 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 36980 members 
Mstep: Class 21 contains 284 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 543 members 
Entering Unmasked Estep 
Score: -10105032.000000 Penalty: 11607.376953
Splitting cluster 10 changes total score from -10103987.000000 to -10105032.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 11 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -31720.392578 Penalty: 294.421387
	Iteration 0F: 2 clusters Score -31720.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31158.857422 Penalty: 588.842773
	Iteration 0F: 3 clusters Score -31158.86 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -31583.498047 Penalty: 588.842773
	Iteration 1F: 3 clusters Score -31583.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -31711.562500 Penalty: 588.842773
	Iteration 2F: 3 clusters Score -31711.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -31748.671875 Penalty: 588.842773
	Iteration 3Q: 3 clusters Score -31748.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -31772.746094 Penalty: 588.842773
	Iteration 4Q: 3 clusters Score -31772.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -31774.609375 Penalty: 588.842773
	Iteration 5Q: 3 clusters Score -31774.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -31775.908203 Penalty: 588.842773
	Iteration 6Q: 3 clusters Score -31775.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -31775.908203 Penalty: 588.842773
	Iteration 7F: 3 clusters Score -31775.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102936 members 
Mstep: Class 3 contains 151 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 210 members 
Mstep: Class 12 contains 1113 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 16 contains 12815 members 
Mstep: Class 17 contains 9670 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 36980 members 
Mstep: Class 21 contains 284 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 543 members 
Entering Unmasked Estep 
Score: -10104821.000000 Penalty: 12160.109375
Splitting cluster 11 changes total score from -10103987.000000 to -10104821.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 12 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -45721.101562 Penalty: 319.174042
	Iteration 0F: 2 clusters Score -45721.1 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 550 members 
Entering Unmasked Estep 
Score: -44915.843750 Penalty: 638.348083
	Iteration 0F: 3 clusters Score -44915.84 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -45942.437500 Penalty: 638.348083
	Iteration 1F: 3 clusters Score -45942.44 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -46371.339844 Penalty: 638.348083
	Iteration 2F: 3 clusters Score -46371.34 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -46512.179688 Penalty: 638.348083
	Iteration 3F: 3 clusters Score -46512.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -46536.738281 Penalty: 638.348083
	Iteration 4Q: 3 clusters Score -46536.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -46546.132812 Penalty: 638.348083
	Iteration 5Q: 3 clusters Score -46546.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -46549.179688 Penalty: 638.348083
	Iteration 6Q: 3 clusters Score -46549.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -46557.066406 Penalty: 638.348083
	Iteration 7Q: 3 clusters Score -46557.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -46589.441406 Penalty: 638.348083
	Iteration 8Q: 3 clusters Score -46589.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -46623.109375 Penalty: 638.348083
	Iteration 9Q: 3 clusters Score -46623.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -46635.378906 Penalty: 638.348083
	Iteration 10Q: 3 clusters Score -46635.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -46638.230469 Penalty: 638.348083
	Iteration 11Q: 3 clusters Score -46638.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -46644.644531 Penalty: 638.348083
	Iteration 12Q: 3 clusters Score -46644.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -46649.980469 Penalty: 638.348083
	Iteration 13Q: 3 clusters Score -46649.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -46654.191406 Penalty: 638.348083
	Iteration 14Q: 3 clusters Score -46654.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -46657.769531 Penalty: 638.348083
	Iteration 15Q: 3 clusters Score -46657.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46674.843750 Penalty: 638.348083
	Iteration 16Q: 3 clusters Score -46674.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -46687.480469 Penalty: 638.348083
	Iteration 17Q: 3 clusters Score -46687.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -46701.820312 Penalty: 638.348083
	Iteration 18Q: 3 clusters Score -46701.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -46724.878906 Penalty: 638.348083
	Iteration 19Q: 3 clusters Score -46724.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -46733.324219 Penalty: 638.348083
	Iteration 20F: 3 clusters Score -46733.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -46747.242188 Penalty: 638.348083
	Iteration 21Q: 3 clusters Score -46747.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -46760.437500 Penalty: 638.348083
	Iteration 22Q: 3 clusters Score -46760.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -46772.429688 Penalty: 638.348083
	Iteration 23Q: 3 clusters Score -46772.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -46778.574219 Penalty: 638.348083
	Iteration 24Q: 3 clusters Score -46778.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -46787.875000 Penalty: 638.348083
	Iteration 25Q: 3 clusters Score -46787.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -46791.792969 Penalty: 638.348083
	Iteration 26Q: 3 clusters Score -46791.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -46791.792969 Penalty: 638.348083
	Iteration 27F: 3 clusters Score -46791.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102936 members 
Mstep: Class 3 contains 151 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 210 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 12815 members 
Mstep: Class 17 contains 9670 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 36980 members 
Mstep: Class 21 contains 284 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 543 members 
Entering Unmasked Estep 
Score: -10105646.000000 Penalty: 12712.841797
Splitting cluster 12 changes total score from -10103987.000000 to -10105646.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 13 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -3622.440674 Penalty: 212.613708
	Iteration 0F: 2 clusters Score -3622.441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3446.893799 Penalty: 425.227417
	Iteration 0F: 3 clusters Score -3446.894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3494.618408 Penalty: 425.227417
	Iteration 1F: 3 clusters Score -3494.618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3511.983154 Penalty: 425.227417
	Iteration 2F: 3 clusters Score -3511.983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3514.502441 Penalty: 425.227417
	Iteration 3Q: 3 clusters Score -3514.502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3519.142578 Penalty: 425.227417
	Iteration 4Q: 3 clusters Score -3519.143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3531.749268 Penalty: 425.227417
	Iteration 5Q: 3 clusters Score -3531.749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3548.339600 Penalty: 425.227417
	Iteration 6Q: 3 clusters Score -3548.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3548.339600 Penalty: 425.227417
	Iteration 7F: 3 clusters Score -3548.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -40270.410156 Penalty: 303.346527
	Iteration 0F: 2 clusters Score -40270.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39595.492188 Penalty: 606.693054
	Iteration 0F: 3 clusters Score -39595.49 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -39772.757812 Penalty: 606.693054
	Iteration 1F: 3 clusters Score -39772.76 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39804.816406 Penalty: 606.693054
	Iteration 2F: 3 clusters Score -39804.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39831.492188 Penalty: 606.693054
	Iteration 3Q: 3 clusters Score -39831.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -39854.785156 Penalty: 606.693054
	Iteration 4Q: 3 clusters Score -39854.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39883.269531 Penalty: 606.693054
	Iteration 5Q: 3 clusters Score -39883.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39921.609375 Penalty: 606.693054
	Iteration 6Q: 3 clusters Score -39921.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39962.109375 Penalty: 606.693054
	Iteration 7Q: 3 clusters Score -39962.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39997.917969 Penalty: 606.693054
	Iteration 8Q: 3 clusters Score -39997.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40016.882812 Penalty: 606.693054
	Iteration 9Q: 3 clusters Score -40016.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40033.078125 Penalty: 606.693054
	Iteration 10Q: 3 clusters Score -40033.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40039.914062 Penalty: 606.693054
	Iteration 11Q: 3 clusters Score -40039.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40045.085938 Penalty: 606.693054
	Iteration 12Q: 3 clusters Score -40045.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40047.320312 Penalty: 606.693054
	Iteration 13Q: 3 clusters Score -40047.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40049.988281 Penalty: 606.693054
	Iteration 14Q: 3 clusters Score -40049.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40052.390625 Penalty: 606.693054
	Iteration 15Q: 3 clusters Score -40052.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40055.054688 Penalty: 606.693054
	Iteration 16Q: 3 clusters Score -40055.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40057.167969 Penalty: 606.693054
	Iteration 17Q: 3 clusters Score -40057.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40057.890625 Penalty: 606.693054
	Iteration 18Q: 3 clusters Score -40057.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40058.800781 Penalty: 606.693054
	Iteration 19Q: 3 clusters Score -40058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40063.214844 Penalty: 606.693054
	Iteration 20F: 3 clusters Score -40063.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40065.925781 Penalty: 606.693054
	Iteration 21Q: 3 clusters Score -40065.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40066.871094 Penalty: 606.693054
	Iteration 22Q: 3 clusters Score -40066.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40067.085938 Penalty: 606.693054
	Iteration 23Q: 3 clusters Score -40067.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40067.703125 Penalty: 606.693054
	Iteration 24Q: 3 clusters Score -40067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40068.535156 Penalty: 606.693054
	Iteration 25Q: 3 clusters Score -40068.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40068.535156 Penalty: 606.693054
	Iteration 26F: 3 clusters Score -40068.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Entering Unmasked Estep 
Score: -670331.875000 Penalty: 430.355927
	Iteration 0F: 2 clusters Score -670331.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -661694.937500 Penalty: 860.711853
	Iteration 0F: 3 clusters Score -661694.9 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -665372.125000 Penalty: 860.711853
	Iteration 1F: 3 clusters Score -665372.1 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -665861.562500 Penalty: 860.711853
	Iteration 2F: 3 clusters Score -665861.6 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -666485.312500 Penalty: 860.711853
	Iteration 3F: 3 clusters Score -666485.3 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -667311.562500 Penalty: 860.711853
	Iteration 4F: 3 clusters Score -667311.6 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -668166.687500 Penalty: 860.711853
	Iteration 5F: 3 clusters Score -668166.7 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -668935.437500 Penalty: 860.711853
	Iteration 6F: 3 clusters Score -668935.4 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -669530.562500 Penalty: 860.711853
	Iteration 7F: 3 clusters Score -669530.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -669915.562500 Penalty: 860.711853
	Iteration 8Q: 3 clusters Score -669915.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -670208.000000 Penalty: 860.711853
	Iteration 9Q: 3 clusters Score -670208 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -670405.250000 Penalty: 860.711853
	Iteration 10Q: 3 clusters Score -670405.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -670495.125000 Penalty: 860.711853
	Iteration 11Q: 3 clusters Score -670495.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -670536.375000 Penalty: 860.711853
	Iteration 12Q: 3 clusters Score -670536.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -670558.250000 Penalty: 860.711853
	Iteration 13Q: 3 clusters Score -670558.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -670570.562500 Penalty: 860.711853
	Iteration 14Q: 3 clusters Score -670570.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -670575.562500 Penalty: 860.711853
	Iteration 15Q: 3 clusters Score -670575.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -670578.687500 Penalty: 860.711853
	Iteration 16Q: 3 clusters Score -670578.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -670581.562500 Penalty: 860.711853
	Iteration 17Q: 3 clusters Score -670581.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -670582.500000 Penalty: 860.711853
	Iteration 18Q: 3 clusters Score -670582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -670581.375000 Penalty: 860.711853
	Iteration 19Q: 3 clusters Score -670581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -670581.062500 Penalty: 860.711853
	Iteration 20F: 3 clusters Score -670581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102936 members 
Mstep: Class 3 contains 151 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 210 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 9670 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 36980 members 
Mstep: Class 21 contains 284 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 12293 members 
Entering Unmasked Estep 
Score: -10105773.000000 Penalty: 13265.574219
Splitting cluster 16 changes total score from -10103987.000000 to -10105773.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (9670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Entering Unmasked Estep 
Score: -504394.031250 Penalty: 417.543640
	Iteration 0F: 2 clusters Score -504394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -497949.062500 Penalty: 835.087280
	Iteration 0F: 3 clusters Score -497949.1 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -500625.156250 Penalty: 835.087280
	Iteration 1F: 3 clusters Score -500625.2 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -501033.187500 Penalty: 835.087280
	Iteration 2F: 3 clusters Score -501033.2 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -501540.093750 Penalty: 835.087280
	Iteration 3F: 3 clusters Score -501540.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -502248.125000 Penalty: 835.087280
	Iteration 4F: 3 clusters Score -502248.1 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -502987.781250 Penalty: 835.087280
	Iteration 5F: 3 clusters Score -502987.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -503530.937500 Penalty: 835.087280
	Iteration 6F: 3 clusters Score -503530.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -503872.687500 Penalty: 835.087280
	Iteration 7Q: 3 clusters Score -503872.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -504077.031250 Penalty: 835.087280
	Iteration 8Q: 3 clusters Score -504077 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -504223.406250 Penalty: 835.087280
	Iteration 9Q: 3 clusters Score -504223.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -504341.687500 Penalty: 835.087280
	Iteration 10Q: 3 clusters Score -504341.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -504425.156250 Penalty: 835.087280
	Iteration 11Q: 3 clusters Score -504425.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -504484.000000 Penalty: 835.087280
	Iteration 12Q: 3 clusters Score -504484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -504525.218750 Penalty: 835.087280
	Iteration 13Q: 3 clusters Score -504525.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -504549.156250 Penalty: 835.087280
	Iteration 14Q: 3 clusters Score -504549.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -504561.687500 Penalty: 835.087280
	Iteration 15Q: 3 clusters Score -504561.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -504573.250000 Penalty: 835.087280
	Iteration 16Q: 3 clusters Score -504573.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -504582.968750 Penalty: 835.087280
	Iteration 17Q: 3 clusters Score -504583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -504591.031250 Penalty: 835.087280
	Iteration 18Q: 3 clusters Score -504591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -504592.687500 Penalty: 835.087280
	Iteration 19Q: 3 clusters Score -504592.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -504602.187500 Penalty: 835.087280
	Iteration 20F: 3 clusters Score -504602.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -504606.875000 Penalty: 835.087280
	Iteration 21Q: 3 clusters Score -504606.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -504610.406250 Penalty: 835.087280
	Iteration 22Q: 3 clusters Score -504610.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -504613.062500 Penalty: 835.087280
	Iteration 23Q: 3 clusters Score -504613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -504614.062500 Penalty: 835.087280
	Iteration 24Q: 3 clusters Score -504614.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -504615.406250 Penalty: 835.087280
	Iteration 25Q: 3 clusters Score -504615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -504615.906250 Penalty: 835.087280
	Iteration 26Q: 3 clusters Score -504615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -504614.656250 Penalty: 835.087280
	Iteration 27Q: 3 clusters Score -504614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -504615.156250 Penalty: 835.087280
	Iteration 28Q: 3 clusters Score -504615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -504615.156250 Penalty: 835.087280
	Iteration 29F: 3 clusters Score -504615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102936 members 
Mstep: Class 3 contains 151 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 210 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 36980 members 
Mstep: Class 21 contains 284 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 12293 members 
Mstep: Class 25 contains 8898 members 
Entering Unmasked Estep 
Score: -10105859.000000 Penalty: 13818.306641
Splitting cluster 17 changes total score from -10103987.000000 to -10105859.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -22070.935547 Penalty: 297.353485
	Iteration 0F: 2 clusters Score -22070.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -21527.349609 Penalty: 594.706970
	Iteration 0F: 3 clusters Score -21527.35 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21875.218750 Penalty: 594.706970
	Iteration 1F: 3 clusters Score -21875.22 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21976.373047 Penalty: 594.706970
	Iteration 2F: 3 clusters Score -21976.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22021.361328 Penalty: 594.706970
	Iteration 3F: 3 clusters Score -22021.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22048.091797 Penalty: 594.706970
	Iteration 4Q: 3 clusters Score -22048.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22069.734375 Penalty: 594.706970
	Iteration 5Q: 3 clusters Score -22069.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -22081.197266 Penalty: 594.706970
	Iteration 6Q: 3 clusters Score -22081.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22084.894531 Penalty: 594.706970
	Iteration 7Q: 3 clusters Score -22084.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22088.638672 Penalty: 594.706970
	Iteration 8Q: 3 clusters Score -22088.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22088.869141 Penalty: 594.706970
	Iteration 9Q: 3 clusters Score -22088.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22088.976562 Penalty: 594.706970
	Iteration 10Q: 3 clusters Score -22088.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22088.976562 Penalty: 594.706970
	Iteration 11F: 3 clusters Score -22088.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102936 members 
Mstep: Class 3 contains 151 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 210 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 36980 members 
Mstep: Class 21 contains 284 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 12293 members 
Mstep: Class 25 contains 8898 members 
Mstep: Class 26 contains 271 members 
Entering Unmasked Estep 
Score: -10105623.000000 Penalty: 14371.039062
Splitting cluster 18 changes total score from -10103987.000000 to -10105623.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (12573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Entering Unmasked Estep 
Score: -631376.187500 Penalty: 429.488464
	Iteration 0F: 2 clusters Score -631376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -622985.187500 Penalty: 858.976929
	Iteration 0F: 3 clusters Score -622985.2 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -628259.937500 Penalty: 858.976929
	Iteration 1F: 3 clusters Score -628259.9 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -629098.187500 Penalty: 858.976929
	Iteration 2F: 3 clusters Score -629098.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -629637.250000 Penalty: 858.976929
	Iteration 3F: 3 clusters Score -629637.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -629978.312500 Penalty: 858.976929
	Iteration 4F: 3 clusters Score -629978.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -630180.375000 Penalty: 858.976929
	Iteration 5Q: 3 clusters Score -630180.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -630281.187500 Penalty: 858.976929
	Iteration 6Q: 3 clusters Score -630281.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -630349.375000 Penalty: 858.976929
	Iteration 7Q: 3 clusters Score -630349.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -630407.500000 Penalty: 858.976929
	Iteration 8Q: 3 clusters Score -630407.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -630443.187500 Penalty: 858.976929
	Iteration 9Q: 3 clusters Score -630443.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -630492.437500 Penalty: 858.976929
	Iteration 10Q: 3 clusters Score -630492.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -630550.250000 Penalty: 858.976929
	Iteration 11Q: 3 clusters Score -630550.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -630637.375000 Penalty: 858.976929
	Iteration 12Q: 3 clusters Score -630637.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -630719.437500 Penalty: 858.976929
	Iteration 13Q: 3 clusters Score -630719.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -630790.375000 Penalty: 858.976929
	Iteration 14Q: 3 clusters Score -630790.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -630833.562500 Penalty: 858.976929
	Iteration 15Q: 3 clusters Score -630833.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -630865.625000 Penalty: 858.976929
	Iteration 16Q: 3 clusters Score -630865.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -630899.125000 Penalty: 858.976929
	Iteration 17Q: 3 clusters Score -630899.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -630947.125000 Penalty: 858.976929
	Iteration 18Q: 3 clusters Score -630947.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -630996.687500 Penalty: 858.976929
	Iteration 19Q: 3 clusters Score -630996.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -631053.750000 Penalty: 858.976929
	Iteration 20F: 3 clusters Score -631053.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -631111.500000 Penalty: 858.976929
	Iteration 21Q: 3 clusters Score -631111.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -631167.000000 Penalty: 858.976929
	Iteration 22Q: 3 clusters Score -631167 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -631211.125000 Penalty: 858.976929
	Iteration 23Q: 3 clusters Score -631211.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -631257.750000 Penalty: 858.976929
	Iteration 24Q: 3 clusters Score -631257.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -631290.625000 Penalty: 858.976929
	Iteration 25Q: 3 clusters Score -631290.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -631337.000000 Penalty: 858.976929
	Iteration 26Q: 3 clusters Score -631337 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -631376.062500 Penalty: 858.976929
	Iteration 27Q: 3 clusters Score -631376.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -631424.625000 Penalty: 858.976929
	Iteration 28Q: 3 clusters Score -631424.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -631461.687500 Penalty: 858.976929
	Iteration 29Q: 3 clusters Score -631461.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -631484.125000 Penalty: 858.976929
	Iteration 30Q: 3 clusters Score -631484.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -631508.687500 Penalty: 858.976929
	Iteration 31Q: 3 clusters Score -631508.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -631538.062500 Penalty: 858.976929
	Iteration 32Q: 3 clusters Score -631538.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -631550.500000 Penalty: 858.976929
	Iteration 33Q: 3 clusters Score -631550.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -631559.375000 Penalty: 858.976929
	Iteration 34Q: 3 clusters Score -631559.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -631569.375000 Penalty: 858.976929
	Iteration 35Q: 3 clusters Score -631569.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -631574.187500 Penalty: 858.976929
	Iteration 36Q: 3 clusters Score -631574.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -631592.125000 Penalty: 858.976929
	Iteration 37Q: 3 clusters Score -631592.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -631598.000000 Penalty: 858.976929
	Iteration 38Q: 3 clusters Score -631598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -631610.187500 Penalty: 858.976929
	Iteration 39Q: 3 clusters Score -631610.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -631618.500000 Penalty: 858.976929
	Iteration 40F: 3 clusters Score -631618.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -631625.812500 Penalty: 858.976929
	Iteration 41Q: 3 clusters Score -631625.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -631630.937500 Penalty: 858.976929
	Iteration 42Q: 3 clusters Score -631630.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -631640.625000 Penalty: 858.976929
	Iteration 43Q: 3 clusters Score -631640.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -631657.000000 Penalty: 858.976929
	Iteration 44Q: 3 clusters Score -631657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -631674.187500 Penalty: 858.976929
	Iteration 45Q: 3 clusters Score -631674.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -631682.750000 Penalty: 858.976929
	Iteration 46Q: 3 clusters Score -631682.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -631688.500000 Penalty: 858.976929
	Iteration 47Q: 3 clusters Score -631688.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -631696.125000 Penalty: 858.976929
	Iteration 48Q: 3 clusters Score -631696.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -631701.937500 Penalty: 858.976929
	Iteration 49Q: 3 clusters Score -631701.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -631718.000000 Penalty: 858.976929
	Iteration 50Q: 3 clusters Score -631718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -631744.500000 Penalty: 858.976929
	Iteration 51Q: 3 clusters Score -631744.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -631802.937500 Penalty: 858.976929
	Iteration 52Q: 3 clusters Score -631802.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -631857.812500 Penalty: 858.976929
	Iteration 53Q: 3 clusters Score -631857.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -631860.000000 Penalty: 858.976929
	Iteration 54Q: 3 clusters Score -631860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -631873.500000 Penalty: 858.976929
	Iteration 55Q: 3 clusters Score -631873.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -631880.000000 Penalty: 858.976929
	Iteration 56Q: 3 clusters Score -631880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -631878.625000 Penalty: 858.976929
	Iteration 57Q: 3 clusters Score -631878.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -631886.437500 Penalty: 858.976929
	Iteration 58Q: 3 clusters Score -631886.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -631887.500000 Penalty: 858.976929
	Iteration 59Q: 3 clusters Score -631887.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -631889.937500 Penalty: 858.976929
	Iteration 60F: 3 clusters Score -631889.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -631891.562500 Penalty: 858.976929
	Iteration 61Q: 3 clusters Score -631891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -631891.312500 Penalty: 858.976929
	Iteration 62Q: 3 clusters Score -631891.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -631895.375000 Penalty: 858.976929
	Iteration 63Q: 3 clusters Score -631895.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -631897.437500 Penalty: 858.976929
	Iteration 64Q: 3 clusters Score -631897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -631896.312500 Penalty: 858.976929
	Iteration 65Q: 3 clusters Score -631896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -631896.812500 Penalty: 858.976929
	Iteration 66Q: 3 clusters Score -631896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -631896.375000 Penalty: 858.976929
	Iteration 67Q: 3 clusters Score -631896.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -631898.000000 Penalty: 858.976929
	Iteration 68Q: 3 clusters Score -631898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -631898.687500 Penalty: 858.976929
	Iteration 69Q: 3 clusters Score -631898.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -631898.687500 Penalty: 858.976929
	Iteration 70F: 3 clusters Score -631898.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102936 members 
Mstep: Class 3 contains 151 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 210 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 700 members 
Mstep: Class 20 contains 36980 members 
Mstep: Class 21 contains 284 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 12293 members 
Mstep: Class 25 contains 8898 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 11873 members 
Entering Unmasked Estep 
Score: -10106015.000000 Penalty: 14923.770508
Splitting cluster 19 changes total score from -10103987.000000 to -10106015.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (36980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Entering Unmasked Estep 
Score: -2010307.875000 Penalty: 478.575012
	Iteration 0F: 2 clusters Score -2010308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -1985551.625000 Penalty: 957.150024
	Iteration 0F: 3 clusters Score -1985552 nChanged 17730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1997650.000000 Penalty: 957.150024
	Iteration 1F: 3 clusters Score -1997650 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1999043.125000 Penalty: 957.150024
	Iteration 2F: 3 clusters Score -1999043 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2000551.875000 Penalty: 957.150024
	Iteration 3F: 3 clusters Score -2000552 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2002275.125000 Penalty: 957.150024
	Iteration 4F: 3 clusters Score -2002275 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2003818.875000 Penalty: 957.150024
	Iteration 5F: 3 clusters Score -2003819 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2004955.500000 Penalty: 957.150024
	Iteration 6F: 3 clusters Score -2004956 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2005778.250000 Penalty: 957.150024
	Iteration 7Q: 3 clusters Score -2005778 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2006457.500000 Penalty: 957.150024
	Iteration 8Q: 3 clusters Score -2006458 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2007203.500000 Penalty: 957.150024
	Iteration 9Q: 3 clusters Score -2007204 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2008090.875000 Penalty: 957.150024
	Iteration 10Q: 3 clusters Score -2008091 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2009145.750000 Penalty: 957.150024
	Iteration 11Q: 3 clusters Score -2009146 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2010448.250000 Penalty: 957.150024
	Iteration 12Q: 3 clusters Score -2010448 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2012059.875000 Penalty: 957.150024
	Iteration 13Q: 3 clusters Score -2012060 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2013867.375000 Penalty: 957.150024
	Iteration 14Q: 3 clusters Score -2013867 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2015687.000000 Penalty: 957.150024
	Iteration 15Q: 3 clusters Score -2015687 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2017366.750000 Penalty: 957.150024
	Iteration 16Q: 3 clusters Score -2017367 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2018429.250000 Penalty: 957.150024
	Iteration 17Q: 3 clusters Score -2018429 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2019031.500000 Penalty: 957.150024
	Iteration 18Q: 3 clusters Score -2019032 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2019341.250000 Penalty: 957.150024
	Iteration 19Q: 3 clusters Score -2019341 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2019539.500000 Penalty: 957.150024
	Iteration 20F: 3 clusters Score -2019540 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2019610.000000 Penalty: 957.150024
	Iteration 21Q: 3 clusters Score -2019610 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2019649.625000 Penalty: 957.150024
	Iteration 22Q: 3 clusters Score -2019650 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2019668.125000 Penalty: 957.150024
	Iteration 23Q: 3 clusters Score -2019668 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2019681.000000 Penalty: 957.150024
	Iteration 24Q: 3 clusters Score -2019681 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2019692.625000 Penalty: 957.150024
	Iteration 25Q: 3 clusters Score -2019693 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2019700.750000 Penalty: 957.150024
	Iteration 26Q: 3 clusters Score -2019701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2019696.750000 Penalty: 957.150024
	Iteration 27Q: 3 clusters Score -2019697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2019701.625000 Penalty: 957.150024
	Iteration 28Q: 3 clusters Score -2019702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2019697.750000 Penalty: 957.150024
	Iteration 29Q: 3 clusters Score -2019698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2019698.625000 Penalty: 957.150024
	Iteration 30Q: 3 clusters Score -2019699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2019701.750000 Penalty: 957.150024
	Iteration 31Q: 3 clusters Score -2019702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2019702.375000 Penalty: 957.150024
	Iteration 32Q: 3 clusters Score -2019702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2019706.750000 Penalty: 957.150024
	Iteration 33Q: 3 clusters Score -2019707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2019703.000000 Penalty: 957.150024
	Iteration 34Q: 3 clusters Score -2019703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2019703.750000 Penalty: 957.150024
	Iteration 35Q: 3 clusters Score -2019704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2019703.750000 Penalty: 957.150024
	Iteration 36Q: 3 clusters Score -2019704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2019705.125000 Penalty: 957.150024
	Iteration 37Q: 3 clusters Score -2019705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2019706.625000 Penalty: 957.150024
	Iteration 38Q: 3 clusters Score -2019707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2019704.625000 Penalty: 957.150024
	Iteration 39Q: 3 clusters Score -2019705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2019707.875000 Penalty: 957.150024
	Iteration 40F: 3 clusters Score -2019708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102936 members 
Mstep: Class 3 contains 151 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 210 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 700 members 
Mstep: Class 20 contains 27142 members 
Mstep: Class 21 contains 284 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 12293 members 
Mstep: Class 25 contains 8898 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 11873 members 
Mstep: Class 28 contains 9838 members 
Entering Unmasked Estep 
Score: -10115322.000000 Penalty: 15476.502930
Splitting cluster 20 changes total score from -10103987.000000 to -10115322.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -9845.331055 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -9845.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9554.290039 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -9554.29 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9754.957031 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -9754.957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10030.140625 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -10030.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10187.957031 Penalty: 514.056702
	Iteration 3F: 3 clusters Score -10187.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10232.804688 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -10232.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10277.129883 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -10277.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10309.631836 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -10309.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10319.306641 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -10319.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10339.142578 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -10339.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10343.613281 Penalty: 514.056702
	Iteration 9F: 3 clusters Score -10343.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10371.815430 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -10371.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10381.789062 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -10381.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10387.231445 Penalty: 514.056702
	Iteration 12Q: 3 clusters Score -10387.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10408.231445 Penalty: 514.056702
	Iteration 13Q: 3 clusters Score -10408.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10427.768555 Penalty: 514.056702
	Iteration 14Q: 3 clusters Score -10427.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10433.350586 Penalty: 514.056702
	Iteration 15Q: 3 clusters Score -10433.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10438.010742 Penalty: 514.056702
	Iteration 16Q: 3 clusters Score -10438.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10438.010742 Penalty: 514.056702
	Iteration 17F: 3 clusters Score -10438.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102936 members 
Mstep: Class 3 contains 151 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 210 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 700 members 
Mstep: Class 20 contains 27142 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 12293 members 
Mstep: Class 25 contains 8898 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 11873 members 
Mstep: Class 28 contains 9838 members 
Mstep: Class 29 contains 84 members 
Entering Unmasked Estep 
Score: -10115616.000000 Penalty: 16029.235352
Splitting cluster 21 changes total score from -10103987.000000 to -10115616.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -132647.031250 Penalty: 361.811981
	Iteration 0F: 2 clusters Score -132647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -130799.515625 Penalty: 723.623962
	Iteration 0F: 3 clusters Score -130799.5 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -133266.968750 Penalty: 723.623962
	Iteration 1F: 3 clusters Score -133267 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -134574.750000 Penalty: 723.623962
	Iteration 2F: 3 clusters Score -134574.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -135011.671875 Penalty: 723.623962
	Iteration 3F: 3 clusters Score -135011.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -135150.343750 Penalty: 723.623962
	Iteration 4Q: 3 clusters Score -135150.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -135199.500000 Penalty: 723.623962
	Iteration 5Q: 3 clusters Score -135199.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -135221.625000 Penalty: 723.623962
	Iteration 6Q: 3 clusters Score -135221.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -135248.375000 Penalty: 723.623962
	Iteration 7Q: 3 clusters Score -135248.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -135259.437500 Penalty: 723.623962
	Iteration 8Q: 3 clusters Score -135259.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -135259.203125 Penalty: 723.623962
	Iteration 9Q: 3 clusters Score -135259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -135259.203125 Penalty: 723.623962
	Iteration 10F: 3 clusters Score -135259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102936 members 
Mstep: Class 3 contains 151 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 210 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 700 members 
Mstep: Class 20 contains 27142 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 1442 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 12293 members 
Mstep: Class 25 contains 8898 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 11873 members 
Mstep: Class 28 contains 9838 members 
Mstep: Class 29 contains 84 members 
Mstep: Class 30 contains 1399 members 
Entering Unmasked Estep 
Score: -10118035.000000 Penalty: 16581.966797
Splitting cluster 22 changes total score from -10103987.000000 to -10118035.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -11994.048828 Penalty: 286.518463
	Iteration 0F: 2 clusters Score -11994.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11565.677734 Penalty: 573.036926
	Iteration 0F: 3 clusters Score -11565.68 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11837.861328 Penalty: 573.036926
	Iteration 1F: 3 clusters Score -11837.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11913.306641 Penalty: 573.036926
	Iteration 2F: 3 clusters Score -11913.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11955.272461 Penalty: 573.036926
	Iteration 3F: 3 clusters Score -11955.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11993.502930 Penalty: 573.036926
	Iteration 4Q: 3 clusters Score -11993.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12018.004883 Penalty: 573.036926
	Iteration 5Q: 3 clusters Score -12018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12032.200195 Penalty: 573.036926
	Iteration 6Q: 3 clusters Score -12032.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12061.540039 Penalty: 573.036926
	Iteration 7Q: 3 clusters Score -12061.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12081.866211 Penalty: 573.036926
	Iteration 8Q: 3 clusters Score -12081.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12097.757812 Penalty: 573.036926
	Iteration 9Q: 3 clusters Score -12097.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -12114.625000 Penalty: 573.036926
	Iteration 10Q: 3 clusters Score -12114.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -12120.763672 Penalty: 573.036926
	Iteration 11Q: 3 clusters Score -12120.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12137.524414 Penalty: 573.036926
	Iteration 12Q: 3 clusters Score -12137.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -12138.227539 Penalty: 573.036926
	Iteration 13Q: 3 clusters Score -12138.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12138.744141 Penalty: 573.036926
	Iteration 14Q: 3 clusters Score -12138.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12138.744141 Penalty: 573.036926
	Iteration 15F: 3 clusters Score -12138.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102936 members 
Mstep: Class 3 contains 151 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 210 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 700 members 
Mstep: Class 20 contains 27142 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 1442 members 
Mstep: Class 23 contains 288 members 
Mstep: Class 24 contains 12293 members 
Mstep: Class 25 contains 8898 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 11873 members 
Mstep: Class 28 contains 9838 members 
Mstep: Class 29 contains 84 members 
Mstep: Class 30 contains 1399 members 
Mstep: Class 31 contains 255 members 
Entering Unmasked Estep 
Score: -10117916.000000 Penalty: 17134.699219
Splitting cluster 23 changes total score from -10103987.000000 to -10117916.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 102936 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 210 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 700 members 
Mstep: Class 20 contains 27142 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 1442 members 
Mstep: Class 23 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10119464.000000 Penalty: 17134.699219
Iteration 39Q: 32 clusters Score -1.011946e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 102970 members 
Mstep: Class 3 contains 142 members 
Mstep: Class 4 contains 263 members 
Mstep: Class 5 contains 690 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 196 members 
Mstep: Class 10 contains 220 members 
Mstep: Class 11 contains 210 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 90 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 15 contains 361 members 
Mstep: Class 16 contains 531 members 
Mstep: Class 17 contains 874 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 28268 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 11414 members 
Mstep: Class 25 contains 8637 members 
Mstep: Class 26 contains 263 members 
Mstep: Class 27 contains 11707 members 
Mstep: Class 28 contains 9851 members 
Mstep: Class 29 contains 85 members 
Mstep: Class 30 contains 1412 members 
Mstep: Class 31 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10121286.000000 Penalty: 17134.699219
Iteration 40F: 32 clusters Score -1.012129e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 102751 members 
Mstep: Class 3 contains 137 members 
Mstep: Class 4 contains 257 members 
Mstep: Class 5 contains 695 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 225 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 66 members 
Mstep: Class 14 contains 683 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 524 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 29069 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 1478 members 
Mstep: Class 23 contains 282 members 
Mstep: Class 24 contains 10755 members 
Mstep: Class 25 contains 8698 members 
Mstep: Class 26 contains 282 members 
Mstep: Class 27 contains 11642 members 
Mstep: Class 28 contains 9973 members 
Mstep: Class 29 contains 89 members 
Mstep: Class 30 contains 1431 members 
Mstep: Class 31 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10122584.000000 Penalty: 17134.699219
Iteration 41Q: 32 clusters Score -1.012258e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 102642 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 257 members 
Mstep: Class 5 contains 702 members 
Mstep: Class 6 contains 412 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 198 members 
Mstep: Class 12 contains 932 members 
Mstep: Class 13 contains 60 members 
Mstep: Class 14 contains 660 members 
Mstep: Class 15 contains 373 members 
Mstep: Class 16 contains 518 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 409 members 
Mstep: Class 19 contains 746 members 
Mstep: Class 20 contains 29808 members 
Mstep: Class 21 contains 204 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 8666 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 11597 members 
Mstep: Class 28 contains 10083 members 
Mstep: Class 29 contains 89 members 
Mstep: Class 30 contains 1448 members 
Mstep: Class 31 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10123402.000000 Penalty: 17134.699219
Iteration 42Q: 32 clusters Score -1.01234e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 102595 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 257 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 407 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 202 members 
Mstep: Class 12 contains 958 members 
Mstep: Class 13 contains 53 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 515 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 409 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 30509 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 1450 members 
Mstep: Class 23 contains 244 members 
Mstep: Class 24 contains 9450 members 
Mstep: Class 25 contains 8604 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 11570 members 
Mstep: Class 28 contains 10190 members 
Mstep: Class 29 contains 90 members 
Mstep: Class 30 contains 1458 members 
Mstep: Class 31 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10123974.000000 Penalty: 17134.699219
Iteration 43Q: 32 clusters Score -1.012397e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 102568 members 
Mstep: Class 3 contains 133 members 
Mstep: Class 4 contains 257 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3427 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 206 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 52 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 524 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 410 members 
Mstep: Class 19 contains 740 members 
Mstep: Class 20 contains 31153 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 1451 members 
Mstep: Class 23 contains 234 members 
Mstep: Class 24 contains 8853 members 
Mstep: Class 25 contains 8514 members 
Mstep: Class 26 contains 329 members 
Mstep: Class 27 contains 11549 members 
Mstep: Class 28 contains 10286 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1469 members 
Mstep: Class 31 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10124467.000000 Penalty: 17134.699219
Iteration 44Q: 32 clusters Score -1.012447e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 102570 members 
Mstep: Class 3 contains 133 members 
Mstep: Class 4 contains 257 members 
Mstep: Class 5 contains 700 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3347 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 210 members 
Mstep: Class 12 contains 981 members 
Mstep: Class 13 contains 50 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 741 members 
Mstep: Class 20 contains 31748 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 1455 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 8293 members 
Mstep: Class 25 contains 8423 members 
Mstep: Class 26 contains 329 members 
Mstep: Class 27 contains 11522 members 
Mstep: Class 28 contains 10362 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1483 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10124748.000000 Penalty: 17134.699219
Iteration 45Q: 32 clusters Score -1.012475e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 102557 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 257 members 
Mstep: Class 5 contains 699 members 
Mstep: Class 6 contains 397 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 226 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 12 contains 988 members 
Mstep: Class 13 contains 50 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 404 members 
Mstep: Class 19 contains 741 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 218 members 
Mstep: Class 24 contains 7754 members 
Mstep: Class 25 contains 8364 members 
Mstep: Class 26 contains 333 members 
Mstep: Class 27 contains 11497 members 
Mstep: Class 28 contains 10419 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1496 members 
Mstep: Class 31 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10125055.000000 Penalty: 17134.699219
Iteration 46Q: 32 clusters Score -1.012506e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 102561 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 699 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3252 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 226 members 
Mstep: Class 11 contains 211 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 13 contains 50 members 
Mstep: Class 14 contains 686 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 567 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 741 members 
Mstep: Class 20 contains 32800 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 1462 members 
Mstep: Class 23 contains 213 members 
Mstep: Class 24 contains 7251 members 
Mstep: Class 25 contains 8304 members 
Mstep: Class 26 contains 334 members 
Mstep: Class 27 contains 11486 members 
Mstep: Class 28 contains 10472 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1504 members 
Mstep: Class 31 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10125278.000000 Penalty: 17134.699219
Iteration 47Q: 32 clusters Score -1.012528e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 102573 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 700 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 3212 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 226 members 
Mstep: Class 11 contains 212 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 50 members 
Mstep: Class 14 contains 693 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 33236 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 213 members 
Mstep: Class 24 contains 6831 members 
Mstep: Class 25 contains 8234 members 
Mstep: Class 26 contains 338 members 
Mstep: Class 27 contains 11479 members 
Mstep: Class 28 contains 10516 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1512 members 
Mstep: Class 31 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10125417.000000 Penalty: 17134.699219
Iteration 48Q: 32 clusters Score -1.012542e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 102587 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 392 members 
Mstep: Class 7 contains 3187 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 226 members 
Mstep: Class 11 contains 212 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 50 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 1175 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 743 members 
Mstep: Class 20 contains 33612 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 214 members 
Mstep: Class 24 contains 6456 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 342 members 
Mstep: Class 27 contains 11473 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1518 members 
Mstep: Class 31 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10125543.000000 Penalty: 17134.699219
Iteration 49Q: 32 clusters Score -1.012554e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 102591 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 3167 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 226 members 
Mstep: Class 11 contains 214 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 50 members 
Mstep: Class 14 contains 717 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 1195 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 743 members 
Mstep: Class 20 contains 33945 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 218 members 
Mstep: Class 24 contains 6120 members 
Mstep: Class 25 contains 8097 members 
Mstep: Class 26 contains 344 members 
Mstep: Class 27 contains 11463 members 
Mstep: Class 28 contains 10597 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1522 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10125661.000000 Penalty: 17134.699219
Iteration 50Q: 32 clusters Score -1.012566e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 102590 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 708 members 
Mstep: Class 6 contains 386 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 226 members 
Mstep: Class 11 contains 218 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 50 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 1215 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 34255 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 1469 members 
Mstep: Class 23 contains 220 members 
Mstep: Class 24 contains 5810 members 
Mstep: Class 25 contains 8038 members 
Mstep: Class 26 contains 346 members 
Mstep: Class 27 contains 11461 members 
Mstep: Class 28 contains 10618 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1526 members 
Mstep: Class 31 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10125811.000000 Penalty: 17134.699219
Iteration 51Q: 32 clusters Score -1.012581e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 102597 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 710 members 
Mstep: Class 6 contains 384 members 
Mstep: Class 7 contains 3150 members 
Mstep: Class 8 contains 826 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 226 members 
Mstep: Class 11 contains 218 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 50 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 34498 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 1473 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 5554 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 343 members 
Mstep: Class 27 contains 11453 members 
Mstep: Class 28 contains 10644 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1528 members 
Mstep: Class 31 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10125924.000000 Penalty: 17134.699219
Iteration 52Q: 32 clusters Score -1.012592e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 102609 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 827 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 226 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 50 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 34715 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 1475 members 
Mstep: Class 23 contains 222 members 
Mstep: Class 24 contains 5318 members 
Mstep: Class 25 contains 7897 members 
Mstep: Class 26 contains 342 members 
Mstep: Class 27 contains 11445 members 
Mstep: Class 28 contains 10671 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1531 members 
Mstep: Class 31 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10125973.000000 Penalty: 17134.699219
Iteration 53Q: 32 clusters Score -1.012597e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 102629 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 226 members 
Mstep: Class 11 contains 221 members 
Mstep: Class 12 contains 996 members 
Mstep: Class 13 contains 49 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 741 members 
Mstep: Class 20 contains 34943 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 1476 members 
Mstep: Class 23 contains 222 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 7834 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 11442 members 
Mstep: Class 28 contains 10687 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126032.000000 Penalty: 17134.699219
Iteration 54Q: 32 clusters Score -1.012603e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102642 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 49 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 567 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 741 members 
Mstep: Class 20 contains 35116 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 1478 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 4893 members 
Mstep: Class 25 contains 7800 members 
Mstep: Class 26 contains 342 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 10704 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126097.000000 Penalty: 17134.699219
Iteration 55Q: 32 clusters Score -1.01261e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 102656 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 708 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 49 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 1297 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 741 members 
Mstep: Class 20 contains 35284 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 1479 members 
Mstep: Class 23 contains 225 members 
Mstep: Class 24 contains 4716 members 
Mstep: Class 25 contains 7777 members 
Mstep: Class 26 contains 344 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 10713 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1535 members 
Mstep: Class 31 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126156.000000 Penalty: 17134.699219
Iteration 56Q: 32 clusters Score -1.012616e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 102668 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 226 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 49 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 19 contains 741 members 
Mstep: Class 20 contains 35421 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 1479 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 4561 members 
Mstep: Class 25 contains 7753 members 
Mstep: Class 26 contains 345 members 
Mstep: Class 27 contains 11430 members 
Mstep: Class 28 contains 10723 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126202.000000 Penalty: 17134.699219
Iteration 57Q: 32 clusters Score -1.01262e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 102682 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 710 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 996 members 
Mstep: Class 13 contains 49 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 35529 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 1479 members 
Mstep: Class 23 contains 227 members 
Mstep: Class 24 contains 4428 members 
Mstep: Class 25 contains 7742 members 
Mstep: Class 26 contains 347 members 
Mstep: Class 27 contains 11427 members 
Mstep: Class 28 contains 10735 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126263.000000 Penalty: 17134.699219
Iteration 58Q: 32 clusters Score -1.012626e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 102688 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 710 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 996 members 
Mstep: Class 13 contains 49 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 561 members 
Mstep: Class 17 contains 1302 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 35634 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 1479 members 
Mstep: Class 23 contains 229 members 
Mstep: Class 24 contains 4307 members 
Mstep: Class 25 contains 7735 members 
Mstep: Class 26 contains 347 members 
Mstep: Class 27 contains 11428 members 
Mstep: Class 28 contains 10745 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126308.000000 Penalty: 17134.699219
Iteration 59Q: 32 clusters Score -1.012631e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 102699 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3147 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 870 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 1302 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 35727 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 4199 members 
Mstep: Class 25 contains 7724 members 
Mstep: Class 26 contains 346 members 
Mstep: Class 27 contains 11426 members 
Mstep: Class 28 contains 10757 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126378.000000 Penalty: 17134.699219
Iteration 60F: 32 clusters Score -1.012638e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 102710 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 712 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 1305 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 35794 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1481 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 4105 members 
Mstep: Class 25 contains 7720 members 
Mstep: Class 26 contains 346 members 
Mstep: Class 27 contains 11423 members 
Mstep: Class 28 contains 10774 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126451.000000 Penalty: 17134.699219
Iteration 61Q: 32 clusters Score -1.012645e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102715 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 712 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 875 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 35857 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 234 members 
Mstep: Class 24 contains 4032 members 
Mstep: Class 25 contains 7717 members 
Mstep: Class 26 contains 347 members 
Mstep: Class 27 contains 11426 members 
Mstep: Class 28 contains 10782 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126476.000000 Penalty: 17134.699219
Iteration 62Q: 32 clusters Score -1.012648e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102712 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 879 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 35923 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1481 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 3970 members 
Mstep: Class 25 contains 7713 members 
Mstep: Class 26 contains 347 members 
Mstep: Class 27 contains 11426 members 
Mstep: Class 28 contains 10786 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126467.000000 Penalty: 17134.699219
Iteration 63Q: 32 clusters Score -1.012647e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102712 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 708 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 1001 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 880 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 1311 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 35981 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1481 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 7709 members 
Mstep: Class 26 contains 347 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 10790 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126480.000000 Penalty: 17134.699219
Iteration 64Q: 32 clusters Score -1.012648e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102715 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 880 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36029 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1481 members 
Mstep: Class 23 contains 240 members 
Mstep: Class 24 contains 3858 members 
Mstep: Class 25 contains 7707 members 
Mstep: Class 26 contains 348 members 
Mstep: Class 27 contains 11419 members 
Mstep: Class 28 contains 10794 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126473.000000 Penalty: 17134.699219
Iteration 65Q: 32 clusters Score -1.012647e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102714 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 881 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 533 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36073 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1481 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3814 members 
Mstep: Class 25 contains 7705 members 
Mstep: Class 26 contains 351 members 
Mstep: Class 27 contains 11423 members 
Mstep: Class 28 contains 10801 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126493.000000 Penalty: 17134.699219
Iteration 66Q: 32 clusters Score -1.012649e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102716 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 702 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3147 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 529 members 
Mstep: Class 17 contains 1325 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36108 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1481 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3775 members 
Mstep: Class 25 contains 7700 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 11423 members 
Mstep: Class 28 contains 10808 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126498.000000 Penalty: 17134.699219
Iteration 67Q: 32 clusters Score -1.01265e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102717 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 702 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3147 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 884 members 
Mstep: Class 15 contains 379 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36141 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3741 members 
Mstep: Class 25 contains 7698 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 11426 members 
Mstep: Class 28 contains 10810 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126468.000000 Penalty: 17134.699219
Iteration 68Q: 32 clusters Score -1.012647e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102720 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 702 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3147 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 884 members 
Mstep: Class 15 contains 380 members 
Mstep: Class 16 contains 524 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 389 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36165 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3714 members 
Mstep: Class 25 contains 7697 members 
Mstep: Class 26 contains 355 members 
Mstep: Class 27 contains 11424 members 
Mstep: Class 28 contains 10814 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126468.000000 Penalty: 17134.699219
Iteration 69Q: 32 clusters Score -1.012647e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102720 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36193 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 7694 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11424 members 
Mstep: Class 28 contains 10817 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1541 members 
Mstep: Class 31 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126484.000000 Penalty: 17134.699219
Iteration 70Q: 32 clusters Score -1.012648e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102723 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 888 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36212 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 7690 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11421 members 
Mstep: Class 28 contains 10819 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1541 members 
Mstep: Class 31 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126477.000000 Penalty: 17134.699219
Iteration 71Q: 32 clusters Score -1.012648e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102724 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 891 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 514 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36229 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 7689 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11422 members 
Mstep: Class 28 contains 10820 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126472.000000 Penalty: 17134.699219
Iteration 72Q: 32 clusters Score -1.012647e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102727 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 891 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 510 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36251 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3628 members 
Mstep: Class 25 contains 7688 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 10820 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126462.000000 Penalty: 17134.699219
Iteration 73Q: 32 clusters Score -1.012646e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102730 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 504 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36267 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 7686 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11419 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126454.000000 Penalty: 17134.699219
Iteration 74Q: 32 clusters Score -1.012645e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102733 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 894 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36283 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3601 members 
Mstep: Class 25 contains 7685 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11419 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126474.000000 Penalty: 17134.699219
Iteration 75Q: 32 clusters Score -1.012647e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102734 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 894 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36308 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3583 members 
Mstep: Class 25 contains 7684 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11419 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126467.000000 Penalty: 17134.699219
Iteration 76Q: 32 clusters Score -1.012647e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102734 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 894 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36340 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 7682 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11419 members 
Mstep: Class 28 contains 10820 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126478.000000 Penalty: 17134.699219
Iteration 77Q: 32 clusters Score -1.012648e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 102738 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 894 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 472 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36365 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3544 members 
Mstep: Class 25 contains 7681 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11419 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10126472.000000 Penalty: 17134.699219
Iteration 78Q: 32 clusters Score -1.012647e+07 nChanged 38
Entering ConstructFrom: 
Score: -10126472.000000 Penalty: 17134.699219
Entering ConstructFrom: 
Trying to split cluster 1 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -27905.611328 Penalty: 286.434601
	Iteration 0F: 2 clusters Score -27905.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27395.667969 Penalty: 572.869202
	Iteration 0F: 3 clusters Score -27395.67 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27779.044922 Penalty: 572.869202
	Iteration 1F: 3 clusters Score -27779.04 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28084.003906 Penalty: 572.869202
	Iteration 2F: 3 clusters Score -28084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28229.005859 Penalty: 572.869202
	Iteration 3F: 3 clusters Score -28229.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28283.998047 Penalty: 572.869202
	Iteration 4Q: 3 clusters Score -28284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -28305.078125 Penalty: 572.869202
	Iteration 5Q: 3 clusters Score -28305.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -28322.509766 Penalty: 572.869202
	Iteration 6Q: 3 clusters Score -28322.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28329.386719 Penalty: 572.869202
	Iteration 7Q: 3 clusters Score -28329.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -28335.535156 Penalty: 572.869202
	Iteration 8Q: 3 clusters Score -28335.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -28336.009766 Penalty: 572.869202
	Iteration 9Q: 3 clusters Score -28336.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -28336.009766 Penalty: 572.869202
	Iteration 10F: 3 clusters Score -28336.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 7679 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 78 members 
Entering Unmasked Estep 
Score: -10126606.000000 Penalty: 17687.431641
Splitting cluster 1 changes total score from -10126472.000000 to -10126606.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 2 (102741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Entering Unmasked Estep 
Score: -5911244.000000 Penalty: 525.068481
	Iteration 0F: 2 clusters Score -5911244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -5846646.000000 Penalty: 1050.136963
	Iteration 0F: 3 clusters Score -5846646 nChanged 50368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -5878182.500000 Penalty: 1050.136963
	Iteration 1F: 3 clusters Score -5878182 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -5880222.500000 Penalty: 1050.136963
	Iteration 2Q: 3 clusters Score -5880222 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -5883197.000000 Penalty: 1050.136963
	Iteration 3F: 3 clusters Score -5883197 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -5887385.000000 Penalty: 1050.136963
	Iteration 4F: 3 clusters Score -5887385 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -5892342.000000 Penalty: 1050.136963
	Iteration 5F: 3 clusters Score -5892342 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64926 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -5896841.000000 Penalty: 1050.136963
	Iteration 6F: 3 clusters Score -5896841 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -5899842.000000 Penalty: 1050.136963
	Iteration 7F: 3 clusters Score -5899842 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -5901620.000000 Penalty: 1050.136963
	Iteration 8Q: 3 clusters Score -5901620 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72895 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -5902903.500000 Penalty: 1050.136963
	Iteration 9Q: 3 clusters Score -5902904 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -5903989.000000 Penalty: 1050.136963
	Iteration 10Q: 3 clusters Score -5903989 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -5904993.000000 Penalty: 1050.136963
	Iteration 11Q: 3 clusters Score -5904993 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -5905973.000000 Penalty: 1050.136963
	Iteration 12Q: 3 clusters Score -5905973 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -5906818.500000 Penalty: 1050.136963
	Iteration 13Q: 3 clusters Score -5906818 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82257 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -5907399.500000 Penalty: 1050.136963
	Iteration 14Q: 3 clusters Score -5907400 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -5907946.500000 Penalty: 1050.136963
	Iteration 15Q: 3 clusters Score -5907946 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -5908247.500000 Penalty: 1050.136963
	Iteration 16Q: 3 clusters Score -5908248 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -5908483.500000 Penalty: 1050.136963
	Iteration 17Q: 3 clusters Score -5908484 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -5908709.500000 Penalty: 1050.136963
	Iteration 18Q: 3 clusters Score -5908710 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87496 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5908909.500000 Penalty: 1050.136963
	Iteration 19Q: 3 clusters Score -5908910 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -5909018.500000 Penalty: 1050.136963
	Iteration 20F: 3 clusters Score -5909018 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -5909124.000000 Penalty: 1050.136963
	Iteration 21Q: 3 clusters Score -5909124 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -5909166.500000 Penalty: 1050.136963
	Iteration 22Q: 3 clusters Score -5909166 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90437 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -5909264.000000 Penalty: 1050.136963
	Iteration 23Q: 3 clusters Score -5909264 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -5909333.000000 Penalty: 1050.136963
	Iteration 24Q: 3 clusters Score -5909333 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91790 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -5909431.000000 Penalty: 1050.136963
	Iteration 25Q: 3 clusters Score -5909431 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92445 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -5909472.000000 Penalty: 1050.136963
	Iteration 26Q: 3 clusters Score -5909472 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -5909569.000000 Penalty: 1050.136963
	Iteration 27Q: 3 clusters Score -5909569 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93591 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -5909663.500000 Penalty: 1050.136963
	Iteration 28Q: 3 clusters Score -5909664 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -5909734.500000 Penalty: 1050.136963
	Iteration 29Q: 3 clusters Score -5909734 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94615 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -5909788.500000 Penalty: 1050.136963
	Iteration 30Q: 3 clusters Score -5909788 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -5909835.500000 Penalty: 1050.136963
	Iteration 31Q: 3 clusters Score -5909836 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95442 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -5909889.000000 Penalty: 1050.136963
	Iteration 32Q: 3 clusters Score -5909889 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95841 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -5909956.500000 Penalty: 1050.136963
	Iteration 33Q: 3 clusters Score -5909956 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96240 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -5909991.000000 Penalty: 1050.136963
	Iteration 34Q: 3 clusters Score -5909991 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96614 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -5910101.500000 Penalty: 1050.136963
	Iteration 35Q: 3 clusters Score -5910102 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96978 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -5910192.500000 Penalty: 1050.136963
	Iteration 36Q: 3 clusters Score -5910192 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -5910245.000000 Penalty: 1050.136963
	Iteration 37Q: 3 clusters Score -5910245 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -5910338.000000 Penalty: 1050.136963
	Iteration 38Q: 3 clusters Score -5910338 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97912 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -5910368.500000 Penalty: 1050.136963
	Iteration 39Q: 3 clusters Score -5910368 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -5910405.000000 Penalty: 1050.136963
	Iteration 40F: 3 clusters Score -5910405 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98476 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -5910491.500000 Penalty: 1050.136963
	Iteration 41Q: 3 clusters Score -5910492 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -5910526.500000 Penalty: 1050.136963
	Iteration 42Q: 3 clusters Score -5910526 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98916 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5910537.500000 Penalty: 1050.136963
	Iteration 43Q: 3 clusters Score -5910538 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99110 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5910560.500000 Penalty: 1050.136963
	Iteration 44Q: 3 clusters Score -5910560 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99313 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -5910604.500000 Penalty: 1050.136963
	Iteration 45Q: 3 clusters Score -5910604 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99507 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5910625.000000 Penalty: 1050.136963
	Iteration 46Q: 3 clusters Score -5910625 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99673 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -5910630.500000 Penalty: 1050.136963
	Iteration 47Q: 3 clusters Score -5910630 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99840 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5910685.000000 Penalty: 1050.136963
	Iteration 48Q: 3 clusters Score -5910685 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100002 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5910723.000000 Penalty: 1050.136963
	Iteration 49Q: 3 clusters Score -5910723 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100146 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5910752.500000 Penalty: 1050.136963
	Iteration 50Q: 3 clusters Score -5910752 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100296 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5910774.500000 Penalty: 1050.136963
	Iteration 51Q: 3 clusters Score -5910774 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100417 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5910823.500000 Penalty: 1050.136963
	Iteration 52Q: 3 clusters Score -5910824 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5910847.500000 Penalty: 1050.136963
	Iteration 53Q: 3 clusters Score -5910848 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100658 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5910883.500000 Penalty: 1050.136963
	Iteration 54Q: 3 clusters Score -5910884 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100779 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5910927.500000 Penalty: 1050.136963
	Iteration 55Q: 3 clusters Score -5910928 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100906 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5910952.500000 Penalty: 1050.136963
	Iteration 56Q: 3 clusters Score -5910952 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101011 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5910965.000000 Penalty: 1050.136963
	Iteration 57Q: 3 clusters Score -5910965 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5910995.000000 Penalty: 1050.136963
	Iteration 58Q: 3 clusters Score -5910995 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101176 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5911007.500000 Penalty: 1050.136963
	Iteration 59Q: 3 clusters Score -5911008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5911022.500000 Penalty: 1050.136963
	Iteration 60F: 3 clusters Score -5911022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5911028.500000 Penalty: 1050.136963
	Iteration 61Q: 3 clusters Score -5911028 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101387 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5911054.500000 Penalty: 1050.136963
	Iteration 62Q: 3 clusters Score -5911054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5911060.000000 Penalty: 1050.136963
	Iteration 63Q: 3 clusters Score -5911060 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5911076.000000 Penalty: 1050.136963
	Iteration 64Q: 3 clusters Score -5911076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101570 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5911084.500000 Penalty: 1050.136963
	Iteration 65Q: 3 clusters Score -5911084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101617 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5911094.000000 Penalty: 1050.136963
	Iteration 66Q: 3 clusters Score -5911094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101656 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5911098.000000 Penalty: 1050.136963
	Iteration 67Q: 3 clusters Score -5911098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101690 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5911097.500000 Penalty: 1050.136963
	Iteration 68Q: 3 clusters Score -5911098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101722 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5911111.000000 Penalty: 1050.136963
	Iteration 69Q: 3 clusters Score -5911111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5911115.000000 Penalty: 1050.136963
	Iteration 70Q: 3 clusters Score -5911115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5911119.500000 Penalty: 1050.136963
	Iteration 71Q: 3 clusters Score -5911120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101779 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5911124.500000 Penalty: 1050.136963
	Iteration 72Q: 3 clusters Score -5911124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5911112.000000 Penalty: 1050.136963
	Iteration 73Q: 3 clusters Score -5911112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101821 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5911120.000000 Penalty: 1050.136963
	Iteration 74Q: 3 clusters Score -5911120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5911132.500000 Penalty: 1050.136963
	Iteration 75Q: 3 clusters Score -5911132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5911135.500000 Penalty: 1050.136963
	Iteration 76Q: 3 clusters Score -5911136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101866 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5911135.500000 Penalty: 1050.136963
	Iteration 77Q: 3 clusters Score -5911136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101879 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5911140.000000 Penalty: 1050.136963
	Iteration 78Q: 3 clusters Score -5911140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101898 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5911135.500000 Penalty: 1050.136963
	Iteration 79Q: 3 clusters Score -5911136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101919 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5911137.000000 Penalty: 1050.136963
	Iteration 80F: 3 clusters Score -5911137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101936 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5911131.000000 Penalty: 1050.136963
	Iteration 81Q: 3 clusters Score -5911131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101955 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5911120.500000 Penalty: 1050.136963
	Iteration 82Q: 3 clusters Score -5911120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101972 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5911115.500000 Penalty: 1050.136963
	Iteration 83Q: 3 clusters Score -5911116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101984 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5911126.500000 Penalty: 1050.136963
	Iteration 84Q: 3 clusters Score -5911126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101998 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5911123.500000 Penalty: 1050.136963
	Iteration 85Q: 3 clusters Score -5911124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102010 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5911121.000000 Penalty: 1050.136963
	Iteration 86Q: 3 clusters Score -5911121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102017 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5911112.000000 Penalty: 1050.136963
	Iteration 87Q: 3 clusters Score -5911112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102022 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5911117.000000 Penalty: 1050.136963
	Iteration 88Q: 3 clusters Score -5911117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102025 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5911121.500000 Penalty: 1050.136963
	Iteration 89Q: 3 clusters Score -5911122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102028 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5911124.500000 Penalty: 1050.136963
	Iteration 90Q: 3 clusters Score -5911124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102030 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5911124.000000 Penalty: 1050.136963
	Iteration 91Q: 3 clusters Score -5911124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102033 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5911120.000000 Penalty: 1050.136963
	Iteration 92Q: 3 clusters Score -5911120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102036 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5911119.500000 Penalty: 1050.136963
	Iteration 93Q: 3 clusters Score -5911120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102039 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5911118.000000 Penalty: 1050.136963
	Iteration 94Q: 3 clusters Score -5911118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102041 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5911115.500000 Penalty: 1050.136963
	Iteration 95Q: 3 clusters Score -5911116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102041 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5911115.500000 Penalty: 1050.136963
	Iteration 96F: 3 clusters Score -5911116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -6371.642090 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -6371.642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6126.305664 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -6126.306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6166.429199 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -6166.429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6177.003906 Penalty: 445.703430
	Iteration 2Q: 3 clusters Score -6177.004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6182.092285 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -6182.092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6182.803711 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -6182.804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6183.541016 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -6183.541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6186.044922 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -6186.045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6188.937500 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -6188.938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6192.160645 Penalty: 445.703430
	Iteration 8Q: 3 clusters Score -6192.161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6193.163574 Penalty: 445.703430
	Iteration 9Q: 3 clusters Score -6193.164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6193.163574 Penalty: 445.703430
	Iteration 10F: 3 clusters Score -6193.164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -12329.267578 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -12329.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12006.210938 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -12006.21 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12143.546875 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -12143.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12227.183594 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -12227.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12323.450195 Penalty: 504.611145
	Iteration 3F: 3 clusters Score -12323.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12422.233398 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -12422.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12463.127930 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -12463.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12464.611328 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -12464.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12470.463867 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -12470.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12470.463867 Penalty: 504.611145
	Iteration 8F: 3 clusters Score -12470.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 132 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 7679 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 78 members 
Mstep: Class 33 contains 124 members 
Entering Unmasked Estep 
Score: -10126447.000000 Penalty: 18240.164062
Splitting cluster 4 changes total score from -10126472.000000 to -10126447.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -32665.833984 Penalty: 298.398010
	Iteration 0F: 2 clusters Score -32665.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -32057.529297 Penalty: 596.796021
	Iteration 0F: 3 clusters Score -32057.53 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32287.931641 Penalty: 596.796021
	Iteration 1F: 3 clusters Score -32287.93 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32416.076172 Penalty: 596.796021
	Iteration 2F: 3 clusters Score -32416.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32470.634766 Penalty: 596.796021
	Iteration 3F: 3 clusters Score -32470.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32483.500000 Penalty: 596.796021
	Iteration 4Q: 3 clusters Score -32483.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32486.607422 Penalty: 596.796021
	Iteration 5Q: 3 clusters Score -32486.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32487.587891 Penalty: 596.796021
	Iteration 6Q: 3 clusters Score -32487.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32487.587891 Penalty: 596.796021
	Iteration 7F: 3 clusters Score -32487.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -19520.355469 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -19520.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19112.283203 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -19112.28 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19241.097656 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -19241.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19301.619141 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -19301.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19334.582031 Penalty: 541.271179
	Iteration 3F: 3 clusters Score -19334.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19352.769531 Penalty: 541.271179
	Iteration 4Q: 3 clusters Score -19352.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19381.150391 Penalty: 541.271179
	Iteration 5Q: 3 clusters Score -19381.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19406.591797 Penalty: 541.271179
	Iteration 6Q: 3 clusters Score -19406.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19414.599609 Penalty: 541.271179
	Iteration 7Q: 3 clusters Score -19414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19427.058594 Penalty: 541.271179
	Iteration 8Q: 3 clusters Score -19427.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19435.482422 Penalty: 541.271179
	Iteration 9Q: 3 clusters Score -19435.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19436.457031 Penalty: 541.271179
	Iteration 10Q: 3 clusters Score -19436.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19436.652344 Penalty: 541.271179
	Iteration 11Q: 3 clusters Score -19436.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19436.652344 Penalty: 541.271179
	Iteration 12F: 3 clusters Score -19436.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -183730.562500 Penalty: 366.480774
	Iteration 0F: 2 clusters Score -183730.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -181522.640625 Penalty: 732.961548
	Iteration 0F: 3 clusters Score -181522.6 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -182270.406250 Penalty: 732.961548
	Iteration 1F: 3 clusters Score -182270.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -182352.000000 Penalty: 732.961548
	Iteration 2F: 3 clusters Score -182352 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -182437.000000 Penalty: 732.961548
	Iteration 3F: 3 clusters Score -182437 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -182568.109375 Penalty: 732.961548
	Iteration 4F: 3 clusters Score -182568.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -182711.421875 Penalty: 732.961548
	Iteration 5F: 3 clusters Score -182711.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -182864.859375 Penalty: 732.961548
	Iteration 6F: 3 clusters Score -182864.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -183004.671875 Penalty: 732.961548
	Iteration 7F: 3 clusters Score -183004.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -183089.343750 Penalty: 732.961548
	Iteration 8Q: 3 clusters Score -183089.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -183155.234375 Penalty: 732.961548
	Iteration 9Q: 3 clusters Score -183155.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -183189.921875 Penalty: 732.961548
	Iteration 10Q: 3 clusters Score -183189.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -183219.437500 Penalty: 732.961548
	Iteration 11Q: 3 clusters Score -183219.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -183242.281250 Penalty: 732.961548
	Iteration 12Q: 3 clusters Score -183242.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -183266.453125 Penalty: 732.961548
	Iteration 13Q: 3 clusters Score -183266.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -183285.734375 Penalty: 732.961548
	Iteration 14Q: 3 clusters Score -183285.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -183308.765625 Penalty: 732.961548
	Iteration 15Q: 3 clusters Score -183308.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -183319.812500 Penalty: 732.961548
	Iteration 16Q: 3 clusters Score -183319.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -183324.546875 Penalty: 732.961548
	Iteration 17Q: 3 clusters Score -183324.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -183328.312500 Penalty: 732.961548
	Iteration 18Q: 3 clusters Score -183328.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -183330.578125 Penalty: 732.961548
	Iteration 19Q: 3 clusters Score -183330.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -183332.859375 Penalty: 732.961548
	Iteration 20F: 3 clusters Score -183332.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -183333.875000 Penalty: 732.961548
	Iteration 21Q: 3 clusters Score -183333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -183335.203125 Penalty: 732.961548
	Iteration 22Q: 3 clusters Score -183335.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -183335.406250 Penalty: 732.961548
	Iteration 23Q: 3 clusters Score -183335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -183335.812500 Penalty: 732.961548
	Iteration 24Q: 3 clusters Score -183335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -183335.906250 Penalty: 732.961548
	Iteration 25Q: 3 clusters Score -183335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -183336.437500 Penalty: 732.961548
	Iteration 26Q: 3 clusters Score -183336.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -183336.437500 Penalty: 732.961548
	Iteration 27F: 3 clusters Score -183336.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -44266.757812 Penalty: 306.043610
	Iteration 0F: 2 clusters Score -44266.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -43571.371094 Penalty: 612.087219
	Iteration 0F: 3 clusters Score -43571.37 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -43758.437500 Penalty: 612.087219
	Iteration 1F: 3 clusters Score -43758.44 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -43801.886719 Penalty: 612.087219
	Iteration 2F: 3 clusters Score -43801.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -43841.324219 Penalty: 612.087219
	Iteration 3Q: 3 clusters Score -43841.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -43887.023438 Penalty: 612.087219
	Iteration 4F: 3 clusters Score -43887.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -43910.519531 Penalty: 612.087219
	Iteration 5Q: 3 clusters Score -43910.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -43922.527344 Penalty: 612.087219
	Iteration 6Q: 3 clusters Score -43922.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -43935.093750 Penalty: 612.087219
	Iteration 7Q: 3 clusters Score -43935.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -43944.679688 Penalty: 612.087219
	Iteration 8Q: 3 clusters Score -43944.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -43953.925781 Penalty: 612.087219
	Iteration 9Q: 3 clusters Score -43953.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -43962.195312 Penalty: 612.087219
	Iteration 10Q: 3 clusters Score -43962.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -43967.242188 Penalty: 612.087219
	Iteration 11Q: 3 clusters Score -43967.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -43971.359375 Penalty: 612.087219
	Iteration 12Q: 3 clusters Score -43971.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -43973.933594 Penalty: 612.087219
	Iteration 13Q: 3 clusters Score -43973.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -43978.011719 Penalty: 612.087219
	Iteration 14Q: 3 clusters Score -43978.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -43980.945312 Penalty: 612.087219
	Iteration 15Q: 3 clusters Score -43980.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -43984.304688 Penalty: 612.087219
	Iteration 16Q: 3 clusters Score -43984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -43985.664062 Penalty: 612.087219
	Iteration 17Q: 3 clusters Score -43985.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -43988.621094 Penalty: 612.087219
	Iteration 18Q: 3 clusters Score -43988.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -43996.105469 Penalty: 612.087219
	Iteration 19Q: 3 clusters Score -43996.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -43998.433594 Penalty: 612.087219
	Iteration 20F: 3 clusters Score -43998.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -44001.226562 Penalty: 612.087219
	Iteration 21Q: 3 clusters Score -44001.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -44001.859375 Penalty: 612.087219
	Iteration 22Q: 3 clusters Score -44001.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -44002.957031 Penalty: 612.087219
	Iteration 23Q: 3 clusters Score -44002.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -44003.914062 Penalty: 612.087219
	Iteration 24Q: 3 clusters Score -44003.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -44004.289062 Penalty: 612.087219
	Iteration 25Q: 3 clusters Score -44004.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -44006.390625 Penalty: 612.087219
	Iteration 26Q: 3 clusters Score -44006.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -44007.421875 Penalty: 612.087219
	Iteration 27Q: 3 clusters Score -44007.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -44008.562500 Penalty: 612.087219
	Iteration 28Q: 3 clusters Score -44008.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -44008.593750 Penalty: 612.087219
	Iteration 29Q: 3 clusters Score -44008.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -44008.777344 Penalty: 612.087219
	Iteration 30Q: 3 clusters Score -44008.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -44008.964844 Penalty: 612.087219
	Iteration 31Q: 3 clusters Score -44008.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -44008.964844 Penalty: 612.087219
	Iteration 32F: 3 clusters Score -44008.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -10200.150391 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -10200.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9925.535156 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -9925.535 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10027.553711 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -10027.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10059.710938 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -10059.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10064.159180 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -10064.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10067.352539 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -10067.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10068.427734 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -10068.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10068.427734 Penalty: 485.715973
	Iteration 6F: 3 clusters Score -10068.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -10052.300781 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -10052.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9744.140625 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -9744.141 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9822.825195 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -9822.825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9844.205078 Penalty: 494.070465
	Iteration 2Q: 3 clusters Score -9844.205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9883.249023 Penalty: 494.070465
	Iteration 3F: 3 clusters Score -9883.249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9914.193359 Penalty: 494.070465
	Iteration 4F: 3 clusters Score -9914.193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9955.530273 Penalty: 494.070465
	Iteration 5F: 3 clusters Score -9955.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9982.920898 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -9982.921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10010.521484 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -10010.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10014.377930 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -10014.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10014.862305 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -10014.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10016.131836 Penalty: 494.070465
	Iteration 10Q: 3 clusters Score -10016.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10016.512695 Penalty: 494.070465
	Iteration 11Q: 3 clusters Score -10016.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10016.512695 Penalty: 494.070465
	Iteration 12F: 3 clusters Score -10016.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -11260.345703 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -11260.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10964.866211 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -10964.87 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11075.358398 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -11075.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11127.852539 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -11127.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11143.574219 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -11143.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11147.715820 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -11147.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11148.135742 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -11148.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11148.135742 Penalty: 494.468689
	Iteration 6F: 3 clusters Score -11148.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -42127.441406 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -42127.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -41345.808594 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -41345.81 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -41959.714844 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -41959.71 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -42134.035156 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -42134.04 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -42199.125000 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -42199.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -42220.449219 Penalty: 628.058105
	Iteration 4Q: 3 clusters Score -42220.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -42230.277344 Penalty: 628.058105
	Iteration 5Q: 3 clusters Score -42230.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -42233.730469 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -42233.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -42239.195312 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -42239.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -42242.863281 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -42242.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -42246.312500 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -42246.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -42248.203125 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -42248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -42248.910156 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -42248.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -42250.691406 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -42250.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -42254.460938 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -42254.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -42255.476562 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -42255.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -42255.679688 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -42255.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42255.843750 Penalty: 628.058105
	Iteration 16Q: 3 clusters Score -42255.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42255.843750 Penalty: 628.058105
	Iteration 17F: 3 clusters Score -42255.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 7679 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 78 members 
Mstep: Class 33 contains 488 members 
Entering Unmasked Estep 
Score: -10126492.000000 Penalty: 18240.164062
Splitting cluster 12 changes total score from -10126472.000000 to -10126492.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 13 (48 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Entering Unmasked Estep 
Score: -1537.387939 Penalty: 176.139648
	Iteration 0F: 2 clusters Score -1537.388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1437.951294 Penalty: 352.279297
	Iteration 0F: 3 clusters Score -1437.951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1449.624512 Penalty: 352.279297
	Iteration 1F: 3 clusters Score -1449.625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1465.735962 Penalty: 352.279297
	Iteration 2Q: 3 clusters Score -1465.736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1465.735962 Penalty: 352.279297
	Iteration 3F: 3 clusters Score -1465.736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -46403.769531 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -46403.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -45682.226562 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -45682.23 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -45903.664062 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -45903.66 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -45961.863281 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -45961.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -45990.183594 Penalty: 618.307373
	Iteration 3Q: 3 clusters Score -45990.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -46006.753906 Penalty: 618.307373
	Iteration 4Q: 3 clusters Score -46006.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -46020.894531 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -46020.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -46033.414062 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -46033.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -46040.375000 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -46040.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -46046.648438 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -46046.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -46053.753906 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -46053.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -46060.453125 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -46060.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -46069.894531 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -46069.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -46082.925781 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -46082.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -46098.757812 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -46098.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -46106.894531 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -46106.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -46113.269531 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -46113.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -46116.214844 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -46116.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -46121.078125 Penalty: 618.307373
	Iteration 17Q: 3 clusters Score -46121.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -46125.007812 Penalty: 618.307373
	Iteration 18Q: 3 clusters Score -46125.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -46128.640625 Penalty: 618.307373
	Iteration 19Q: 3 clusters Score -46128.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -46134.957031 Penalty: 618.307373
	Iteration 20F: 3 clusters Score -46134.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -46149.097656 Penalty: 618.307373
	Iteration 21Q: 3 clusters Score -46149.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -46156.199219 Penalty: 618.307373
	Iteration 22Q: 3 clusters Score -46156.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -46158.785156 Penalty: 618.307373
	Iteration 23Q: 3 clusters Score -46158.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -46159.625000 Penalty: 618.307373
	Iteration 24Q: 3 clusters Score -46159.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -46159.625000 Penalty: 618.307373
	Iteration 25F: 3 clusters Score -46159.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -17203.410156 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -17203.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16837.330078 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -16837.33 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17104.636719 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -17104.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17208.939453 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -17208.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17286.935547 Penalty: 541.033264
	Iteration 3F: 3 clusters Score -17286.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17325.382812 Penalty: 541.033264
	Iteration 4Q: 3 clusters Score -17325.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17330.988281 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -17330.99 nChanged 4
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: -17335.128906 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -17335.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17340.533203 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -17340.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17349.042969 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -17349.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17364.423828 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -17364.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17381.273438 Penalty: 541.033264
	Iteration 10Q: 3 clusters Score -17381.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17391.017578 Penalty: 541.033264
	Iteration 11Q: 3 clusters Score -17391.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17398.462891 Penalty: 541.033264
	Iteration 12Q: 3 clusters Score -17398.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17409.128906 Penalty: 541.033264
	Iteration 13Q: 3 clusters Score -17409.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17419.486328 Penalty: 541.033264
	Iteration 14Q: 3 clusters Score -17419.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17438.998047 Penalty: 541.033264
	Iteration 15Q: 3 clusters Score -17439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17447.474609 Penalty: 541.033264
	Iteration 16Q: 3 clusters Score -17447.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17448.410156 Penalty: 541.033264
	Iteration 17Q: 3 clusters Score -17448.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17448.410156 Penalty: 541.033264
	Iteration 18F: 3 clusters Score -17448.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 7679 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 78 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 180 members 
Entering Unmasked Estep 
Score: -10126460.000000 Penalty: 18792.896484
Splitting cluster 15 changes total score from -10126472.000000 to -10126460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -23468.001953 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -23468 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 238 members 
Entering Unmasked Estep 
Score: -23018.773438 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -23018.77 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23140.156250 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -23140.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23193.101562 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -23193.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23225.564453 Penalty: 558.925415
	Iteration 3F: 3 clusters Score -23225.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23242.488281 Penalty: 558.925415
	Iteration 4Q: 3 clusters Score -23242.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23254.007812 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -23254.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23264.792969 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -23264.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23274.591797 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -23274.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23278.033203 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -23278.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23279.117188 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -23279.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23279.523438 Penalty: 558.925415
	Iteration 10Q: 3 clusters Score -23279.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23279.523438 Penalty: 558.925415
	Iteration 11F: 3 clusters Score -23279.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -69797.250000 Penalty: 327.038422
	Iteration 0F: 2 clusters Score -69797.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -68795.718750 Penalty: 654.076843
	Iteration 0F: 3 clusters Score -68795.72 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -69095.945312 Penalty: 654.076843
	Iteration 1F: 3 clusters Score -69095.95 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -69173.273438 Penalty: 654.076843
	Iteration 2F: 3 clusters Score -69173.27 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -69261.382812 Penalty: 654.076843
	Iteration 3F: 3 clusters Score -69261.38 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -69384.101562 Penalty: 654.076843
	Iteration 4F: 3 clusters Score -69384.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -69469.492188 Penalty: 654.076843
	Iteration 5F: 3 clusters Score -69469.49 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -69559.601562 Penalty: 654.076843
	Iteration 6F: 3 clusters Score -69559.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69645.593750 Penalty: 654.076843
	Iteration 7F: 3 clusters Score -69645.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69696.585938 Penalty: 654.076843
	Iteration 8Q: 3 clusters Score -69696.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69718.554688 Penalty: 654.076843
	Iteration 9Q: 3 clusters Score -69718.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69723.140625 Penalty: 654.076843
	Iteration 10Q: 3 clusters Score -69723.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69724.710938 Penalty: 654.076843
	Iteration 11Q: 3 clusters Score -69724.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69724.812500 Penalty: 654.076843
	Iteration 12Q: 3 clusters Score -69724.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69724.812500 Penalty: 654.076843
	Iteration 13F: 3 clusters Score -69724.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -13378.595703 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -13378.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12959.747070 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -12959.75 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13111.886719 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -13111.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13228.775391 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -13228.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13299.762695 Penalty: 542.451477
	Iteration 3F: 3 clusters Score -13299.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13325.290039 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -13325.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13344.028320 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -13344.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13353.842773 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -13353.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13362.658203 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -13362.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13365.673828 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -13365.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13366.140625 Penalty: 542.451477
	Iteration 9Q: 3 clusters Score -13366.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13366.426758 Penalty: 542.451477
	Iteration 10Q: 3 clusters Score -13366.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13366.426758 Penalty: 542.451477
	Iteration 11F: 3 clusters Score -13366.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -39480.339844 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -39480.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -38856.414062 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -38856.41 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39126.386719 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -39126.39 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -39215.093750 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -39215.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -39285.484375 Penalty: 601.450806
	Iteration 3F: 3 clusters Score -39285.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -39349.382812 Penalty: 601.450806
	Iteration 4F: 3 clusters Score -39349.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39388.882812 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -39388.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39428.421875 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -39428.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39477.816406 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -39477.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39525.496094 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -39525.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39564.171875 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -39564.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39579.738281 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -39579.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39593.222656 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -39593.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39612.378906 Penalty: 601.450806
	Iteration 12Q: 3 clusters Score -39612.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39618.531250 Penalty: 601.450806
	Iteration 13Q: 3 clusters Score -39618.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39619.050781 Penalty: 601.450806
	Iteration 14Q: 3 clusters Score -39619.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39619.050781 Penalty: 601.450806
	Iteration 15F: 3 clusters Score -39619.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 570 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 7679 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 78 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 172 members 
Entering Unmasked Estep 
Score: -10126374.000000 Penalty: 18792.896484
Splitting cluster 19 changes total score from -10126472.000000 to -10126374.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (36388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Entering Unmasked Estep 
Score: -1953764.125000 Penalty: 477.840729
	Iteration 0F: 2 clusters Score -1953764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -1929245.500000 Penalty: 955.681458
	Iteration 0F: 3 clusters Score -1929246 nChanged 17550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1941030.250000 Penalty: 955.681458
	Iteration 1F: 3 clusters Score -1941030 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1942399.625000 Penalty: 955.681458
	Iteration 2F: 3 clusters Score -1942400 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1944041.875000 Penalty: 955.681458
	Iteration 3F: 3 clusters Score -1944042 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1945857.875000 Penalty: 955.681458
	Iteration 4F: 3 clusters Score -1945858 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1947450.250000 Penalty: 955.681458
	Iteration 5F: 3 clusters Score -1947450 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1948409.125000 Penalty: 955.681458
	Iteration 6Q: 3 clusters Score -1948409 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1948862.625000 Penalty: 955.681458
	Iteration 7Q: 3 clusters Score -1948863 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1949193.625000 Penalty: 955.681458
	Iteration 8Q: 3 clusters Score -1949194 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1949504.625000 Penalty: 955.681458
	Iteration 9Q: 3 clusters Score -1949505 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1949789.250000 Penalty: 955.681458
	Iteration 10Q: 3 clusters Score -1949789 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1950070.250000 Penalty: 955.681458
	Iteration 11Q: 3 clusters Score -1950070 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1950364.875000 Penalty: 955.681458
	Iteration 12Q: 3 clusters Score -1950365 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1950673.500000 Penalty: 955.681458
	Iteration 13Q: 3 clusters Score -1950674 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1950919.000000 Penalty: 955.681458
	Iteration 14Q: 3 clusters Score -1950919 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1951127.125000 Penalty: 955.681458
	Iteration 15Q: 3 clusters Score -1951127 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1951271.000000 Penalty: 955.681458
	Iteration 16Q: 3 clusters Score -1951271 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1951384.875000 Penalty: 955.681458
	Iteration 17Q: 3 clusters Score -1951385 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1951470.000000 Penalty: 955.681458
	Iteration 18Q: 3 clusters Score -1951470 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1951538.500000 Penalty: 955.681458
	Iteration 19Q: 3 clusters Score -1951538 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1951592.625000 Penalty: 955.681458
	Iteration 20F: 3 clusters Score -1951593 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1951627.000000 Penalty: 955.681458
	Iteration 21Q: 3 clusters Score -1951627 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1951655.875000 Penalty: 955.681458
	Iteration 22Q: 3 clusters Score -1951656 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1951682.750000 Penalty: 955.681458
	Iteration 23Q: 3 clusters Score -1951683 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1951710.625000 Penalty: 955.681458
	Iteration 24Q: 3 clusters Score -1951711 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1951727.250000 Penalty: 955.681458
	Iteration 25Q: 3 clusters Score -1951727 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1951750.000000 Penalty: 955.681458
	Iteration 26Q: 3 clusters Score -1951750 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1951761.250000 Penalty: 955.681458
	Iteration 27Q: 3 clusters Score -1951761 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1951774.125000 Penalty: 955.681458
	Iteration 28Q: 3 clusters Score -1951774 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1951776.250000 Penalty: 955.681458
	Iteration 29Q: 3 clusters Score -1951776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1951785.250000 Penalty: 955.681458
	Iteration 30Q: 3 clusters Score -1951785 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1951791.000000 Penalty: 955.681458
	Iteration 31Q: 3 clusters Score -1951791 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1951798.125000 Penalty: 955.681458
	Iteration 32Q: 3 clusters Score -1951798 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1951805.125000 Penalty: 955.681458
	Iteration 33Q: 3 clusters Score -1951805 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1951813.625000 Penalty: 955.681458
	Iteration 34Q: 3 clusters Score -1951814 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1951829.375000 Penalty: 955.681458
	Iteration 35Q: 3 clusters Score -1951829 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1951834.000000 Penalty: 955.681458
	Iteration 36Q: 3 clusters Score -1951834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1951836.500000 Penalty: 955.681458
	Iteration 37Q: 3 clusters Score -1951836 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1951844.250000 Penalty: 955.681458
	Iteration 38Q: 3 clusters Score -1951844 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1951852.625000 Penalty: 955.681458
	Iteration 39Q: 3 clusters Score -1951853 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1951863.250000 Penalty: 955.681458
	Iteration 40F: 3 clusters Score -1951863 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1951866.000000 Penalty: 955.681458
	Iteration 41Q: 3 clusters Score -1951866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1951872.000000 Penalty: 955.681458
	Iteration 42Q: 3 clusters Score -1951872 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1951874.500000 Penalty: 955.681458
	Iteration 43Q: 3 clusters Score -1951874 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1951884.625000 Penalty: 955.681458
	Iteration 44Q: 3 clusters Score -1951885 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1951890.375000 Penalty: 955.681458
	Iteration 45Q: 3 clusters Score -1951890 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1951905.500000 Penalty: 955.681458
	Iteration 46Q: 3 clusters Score -1951906 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1951914.125000 Penalty: 955.681458
	Iteration 47Q: 3 clusters Score -1951914 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1951929.250000 Penalty: 955.681458
	Iteration 48Q: 3 clusters Score -1951929 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1951950.875000 Penalty: 955.681458
	Iteration 49Q: 3 clusters Score -1951951 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1951965.125000 Penalty: 955.681458
	Iteration 50Q: 3 clusters Score -1951965 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1951992.750000 Penalty: 955.681458
	Iteration 51Q: 3 clusters Score -1951993 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1952015.625000 Penalty: 955.681458
	Iteration 52Q: 3 clusters Score -1952016 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1952039.250000 Penalty: 955.681458
	Iteration 53Q: 3 clusters Score -1952039 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1952054.125000 Penalty: 955.681458
	Iteration 54Q: 3 clusters Score -1952054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1952082.000000 Penalty: 955.681458
	Iteration 55Q: 3 clusters Score -1952082 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1952106.250000 Penalty: 955.681458
	Iteration 56Q: 3 clusters Score -1952106 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1952127.500000 Penalty: 955.681458
	Iteration 57Q: 3 clusters Score -1952128 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1952162.625000 Penalty: 955.681458
	Iteration 58Q: 3 clusters Score -1952163 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1952188.250000 Penalty: 955.681458
	Iteration 59Q: 3 clusters Score -1952188 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1952208.000000 Penalty: 955.681458
	Iteration 60F: 3 clusters Score -1952208 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1952243.375000 Penalty: 955.681458
	Iteration 61Q: 3 clusters Score -1952243 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1952271.625000 Penalty: 955.681458
	Iteration 62Q: 3 clusters Score -1952272 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1952304.625000 Penalty: 955.681458
	Iteration 63Q: 3 clusters Score -1952305 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1952362.500000 Penalty: 955.681458
	Iteration 64Q: 3 clusters Score -1952362 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1952419.875000 Penalty: 955.681458
	Iteration 65Q: 3 clusters Score -1952420 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1952483.625000 Penalty: 955.681458
	Iteration 66Q: 3 clusters Score -1952484 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1952554.000000 Penalty: 955.681458
	Iteration 67Q: 3 clusters Score -1952554 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1952617.375000 Penalty: 955.681458
	Iteration 68Q: 3 clusters Score -1952617 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1952683.375000 Penalty: 955.681458
	Iteration 69Q: 3 clusters Score -1952683 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1952762.750000 Penalty: 955.681458
	Iteration 70Q: 3 clusters Score -1952763 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1952858.500000 Penalty: 955.681458
	Iteration 71Q: 3 clusters Score -1952858 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1952931.125000 Penalty: 955.681458
	Iteration 72Q: 3 clusters Score -1952931 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1952993.750000 Penalty: 955.681458
	Iteration 73Q: 3 clusters Score -1952994 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1953059.500000 Penalty: 955.681458
	Iteration 74Q: 3 clusters Score -1953060 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1953119.625000 Penalty: 955.681458
	Iteration 75Q: 3 clusters Score -1953120 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1953188.125000 Penalty: 955.681458
	Iteration 76Q: 3 clusters Score -1953188 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1953246.750000 Penalty: 955.681458
	Iteration 77Q: 3 clusters Score -1953247 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1953294.625000 Penalty: 955.681458
	Iteration 78Q: 3 clusters Score -1953295 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1953338.250000 Penalty: 955.681458
	Iteration 79Q: 3 clusters Score -1953338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1953355.625000 Penalty: 955.681458
	Iteration 80F: 3 clusters Score -1953356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1953370.375000 Penalty: 955.681458
	Iteration 81Q: 3 clusters Score -1953370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1953371.250000 Penalty: 955.681458
	Iteration 82Q: 3 clusters Score -1953371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1953375.750000 Penalty: 955.681458
	Iteration 83Q: 3 clusters Score -1953376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1953381.000000 Penalty: 955.681458
	Iteration 84Q: 3 clusters Score -1953381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1953381.000000 Penalty: 955.681458
	Iteration 85Q: 3 clusters Score -1953381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1953384.000000 Penalty: 955.681458
	Iteration 86Q: 3 clusters Score -1953384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1953389.750000 Penalty: 955.681458
	Iteration 87Q: 3 clusters Score -1953390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1953396.500000 Penalty: 955.681458
	Iteration 88Q: 3 clusters Score -1953396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1953398.750000 Penalty: 955.681458
	Iteration 89Q: 3 clusters Score -1953399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1953398.625000 Penalty: 955.681458
	Iteration 90Q: 3 clusters Score -1953399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1953402.625000 Penalty: 955.681458
	Iteration 91Q: 3 clusters Score -1953403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1953400.250000 Penalty: 955.681458
	Iteration 92Q: 3 clusters Score -1953400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1953402.625000 Penalty: 955.681458
	Iteration 93Q: 3 clusters Score -1953403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1953402.625000 Penalty: 955.681458
	Iteration 94F: 3 clusters Score -1953403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -8078.922852 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -8078.923 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 111 members 
Entering Unmasked Estep 
Score: -7830.718750 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -7830.719 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7979.386719 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -7979.387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8073.559082 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -8073.559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8136.171875 Penalty: 485.715973
	Iteration 3F: 3 clusters Score -8136.172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8168.258789 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -8168.259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8231.253906 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -8231.254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8298.603516 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -8298.604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8330.463867 Penalty: 485.715973
	Iteration 7F: 3 clusters Score -8330.464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8353.215820 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -8353.216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8360.549805 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -8360.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8365.909180 Penalty: 485.715973
	Iteration 10Q: 3 clusters Score -8365.909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8367.083984 Penalty: 485.715973
	Iteration 11Q: 3 clusters Score -8367.084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8367.083984 Penalty: 485.715973
	Iteration 12F: 3 clusters Score -8367.084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 7679 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 78 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 101 members 
Entering Unmasked Estep 
Score: -10126468.000000 Penalty: 18792.896484
Splitting cluster 21 changes total score from -10126472.000000 to -10126468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -71883.835938 Penalty: 332.140778
	Iteration 0F: 2 clusters Score -71883.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -70806.421875 Penalty: 664.281555
	Iteration 0F: 3 clusters Score -70806.42 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -71456.242188 Penalty: 664.281555
	Iteration 1F: 3 clusters Score -71456.24 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -71633.984375 Penalty: 664.281555
	Iteration 2F: 3 clusters Score -71633.98 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -71769.265625 Penalty: 664.281555
	Iteration 3F: 3 clusters Score -71769.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -71834.929688 Penalty: 664.281555
	Iteration 4Q: 3 clusters Score -71834.93 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -71925.765625 Penalty: 664.281555
	Iteration 5Q: 3 clusters Score -71925.77 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -72048.437500 Penalty: 664.281555
	Iteration 6Q: 3 clusters Score -72048.44 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -72161.039062 Penalty: 664.281555
	Iteration 7Q: 3 clusters Score -72161.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -72378.539062 Penalty: 664.281555
	Iteration 8Q: 3 clusters Score -72378.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -72822.164062 Penalty: 664.281555
	Iteration 9Q: 3 clusters Score -72822.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -72953.062500 Penalty: 664.281555
	Iteration 10Q: 3 clusters Score -72953.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -73210.789062 Penalty: 664.281555
	Iteration 11Q: 3 clusters Score -73210.79 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -73399.265625 Penalty: 664.281555
	Iteration 12Q: 3 clusters Score -73399.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -73426.875000 Penalty: 664.281555
	Iteration 13Q: 3 clusters Score -73426.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -73454.414062 Penalty: 664.281555
	Iteration 14Q: 3 clusters Score -73454.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -73476.554688 Penalty: 664.281555
	Iteration 15Q: 3 clusters Score -73476.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -73497.671875 Penalty: 664.281555
	Iteration 16Q: 3 clusters Score -73497.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -73503.328125 Penalty: 664.281555
	Iteration 17Q: 3 clusters Score -73503.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -73504.265625 Penalty: 664.281555
	Iteration 18Q: 3 clusters Score -73504.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -73504.148438 Penalty: 664.281555
	Iteration 19Q: 3 clusters Score -73504.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -73509.945312 Penalty: 664.281555
	Iteration 20F: 3 clusters Score -73509.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -73512.070312 Penalty: 664.281555
	Iteration 21Q: 3 clusters Score -73512.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -73513.140625 Penalty: 664.281555
	Iteration 22Q: 3 clusters Score -73513.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -73515.929688 Penalty: 664.281555
	Iteration 23Q: 3 clusters Score -73515.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -73531.945312 Penalty: 664.281555
	Iteration 24Q: 3 clusters Score -73531.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -73551.203125 Penalty: 664.281555
	Iteration 25Q: 3 clusters Score -73551.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -73555.039062 Penalty: 664.281555
	Iteration 26Q: 3 clusters Score -73555.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -73555.742188 Penalty: 664.281555
	Iteration 27Q: 3 clusters Score -73555.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -73558.273438 Penalty: 664.281555
	Iteration 28Q: 3 clusters Score -73558.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -73558.179688 Penalty: 664.281555
	Iteration 29Q: 3 clusters Score -73558.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -73559.320312 Penalty: 664.281555
	Iteration 30F: 3 clusters Score -73559.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -73568.601562 Penalty: 664.281555
	Iteration 31Q: 3 clusters Score -73568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -73584.843750 Penalty: 664.281555
	Iteration 32Q: 3 clusters Score -73584.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -73585.687500 Penalty: 664.281555
	Iteration 33Q: 3 clusters Score -73585.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -73585.640625 Penalty: 664.281555
	Iteration 34Q: 3 clusters Score -73585.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -73585.742188 Penalty: 664.281555
	Iteration 35Q: 3 clusters Score -73585.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -73585.742188 Penalty: 664.281555
	Iteration 36F: 3 clusters Score -73585.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 613 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 7679 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 78 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 867 members 
Entering Unmasked Estep 
Score: -10127961.000000 Penalty: 18792.896484
Splitting cluster 22 changes total score from -10126472.000000 to -10127961.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -4852.951172 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -4852.951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -4557.823242 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -4557.823 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -4665.691895 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -4665.692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4699.013184 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -4699.013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4710.354492 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -4710.354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -4714.325684 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -4714.326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -4716.772461 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -4716.772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4719.226562 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -4719.227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4719.795898 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -4719.796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4720.364746 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -4720.365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -4721.536621 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -4721.537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4723.823242 Penalty: 497.976624
	Iteration 10Q: 3 clusters Score -4723.823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -4724.421875 Penalty: 497.976624
	Iteration 11Q: 3 clusters Score -4724.422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4726.159180 Penalty: 497.976624
	Iteration 12Q: 3 clusters Score -4726.159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4726.487305 Penalty: 497.976624
	Iteration 13Q: 3 clusters Score -4726.487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4726.487305 Penalty: 497.976624
	Iteration 14F: 3 clusters Score -4726.487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Entering Unmasked Estep 
Score: -184410.890625 Penalty: 371.653259
	Iteration 0F: 2 clusters Score -184410.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -182032.359375 Penalty: 743.306519
	Iteration 0F: 3 clusters Score -182032.4 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -183010.078125 Penalty: 743.306519
	Iteration 1F: 3 clusters Score -183010.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -183254.437500 Penalty: 743.306519
	Iteration 2F: 3 clusters Score -183254.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -183436.000000 Penalty: 743.306519
	Iteration 3F: 3 clusters Score -183436 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -183557.500000 Penalty: 743.306519
	Iteration 4F: 3 clusters Score -183557.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -183655.390625 Penalty: 743.306519
	Iteration 5Q: 3 clusters Score -183655.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -183751.765625 Penalty: 743.306519
	Iteration 6Q: 3 clusters Score -183751.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -183826.921875 Penalty: 743.306519
	Iteration 7Q: 3 clusters Score -183826.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -183879.359375 Penalty: 743.306519
	Iteration 8Q: 3 clusters Score -183879.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -183925.781250 Penalty: 743.306519
	Iteration 9Q: 3 clusters Score -183925.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -183976.343750 Penalty: 743.306519
	Iteration 10Q: 3 clusters Score -183976.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -184008.109375 Penalty: 743.306519
	Iteration 11Q: 3 clusters Score -184008.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -184026.890625 Penalty: 743.306519
	Iteration 12Q: 3 clusters Score -184026.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -184032.937500 Penalty: 743.306519
	Iteration 13Q: 3 clusters Score -184032.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -184038.531250 Penalty: 743.306519
	Iteration 14Q: 3 clusters Score -184038.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -184041.375000 Penalty: 743.306519
	Iteration 15Q: 3 clusters Score -184041.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -184042.859375 Penalty: 743.306519
	Iteration 16Q: 3 clusters Score -184042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -184043.468750 Penalty: 743.306519
	Iteration 17Q: 3 clusters Score -184043.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -184044.640625 Penalty: 743.306519
	Iteration 18Q: 3 clusters Score -184044.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -184046.859375 Penalty: 743.306519
	Iteration 19Q: 3 clusters Score -184046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -184047.359375 Penalty: 743.306519
	Iteration 20F: 3 clusters Score -184047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -184047.828125 Penalty: 743.306519
	Iteration 21Q: 3 clusters Score -184047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -184048.156250 Penalty: 743.306519
	Iteration 22Q: 3 clusters Score -184048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -184049.015625 Penalty: 743.306519
	Iteration 23Q: 3 clusters Score -184049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -184049.140625 Penalty: 743.306519
	Iteration 24Q: 3 clusters Score -184049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -184049.421875 Penalty: 743.306519
	Iteration 25Q: 3 clusters Score -184049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -184049.546875 Penalty: 743.306519
	Iteration 26Q: 3 clusters Score -184049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -184049.734375 Penalty: 743.306519
	Iteration 27Q: 3 clusters Score -184049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -184050.375000 Penalty: 743.306519
	Iteration 28Q: 3 clusters Score -184050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -184050.375000 Penalty: 743.306519
	Iteration 29Q: 3 clusters Score -184050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -184050.859375 Penalty: 743.306519
	Iteration 30Q: 3 clusters Score -184050.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -184050.859375 Penalty: 743.306519
	Iteration 31F: 3 clusters Score -184050.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Entering Unmasked Estep 
Score: -405278.281250 Penalty: 407.054108
	Iteration 0F: 2 clusters Score -405278.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -400198.906250 Penalty: 814.108215
	Iteration 0F: 3 clusters Score -400198.9 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -402263.187500 Penalty: 814.108215
	Iteration 1F: 3 clusters Score -402263.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -402555.406250 Penalty: 814.108215
	Iteration 2F: 3 clusters Score -402555.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -402893.718750 Penalty: 814.108215
	Iteration 3F: 3 clusters Score -402893.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -403320.687500 Penalty: 814.108215
	Iteration 4F: 3 clusters Score -403320.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -403833.156250 Penalty: 814.108215
	Iteration 5F: 3 clusters Score -403833.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -404627.406250 Penalty: 814.108215
	Iteration 6F: 3 clusters Score -404627.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -405406.406250 Penalty: 814.108215
	Iteration 7F: 3 clusters Score -405406.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -405757.812500 Penalty: 814.108215
	Iteration 8Q: 3 clusters Score -405757.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -405961.312500 Penalty: 814.108215
	Iteration 9Q: 3 clusters Score -405961.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -406152.968750 Penalty: 814.108215
	Iteration 10Q: 3 clusters Score -406153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -406275.031250 Penalty: 814.108215
	Iteration 11Q: 3 clusters Score -406275 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -406311.968750 Penalty: 814.108215
	Iteration 12Q: 3 clusters Score -406312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -406333.062500 Penalty: 814.108215
	Iteration 13Q: 3 clusters Score -406333.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -406349.375000 Penalty: 814.108215
	Iteration 14Q: 3 clusters Score -406349.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -406361.343750 Penalty: 814.108215
	Iteration 15Q: 3 clusters Score -406361.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -406368.593750 Penalty: 814.108215
	Iteration 16Q: 3 clusters Score -406368.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -406371.906250 Penalty: 814.108215
	Iteration 17Q: 3 clusters Score -406371.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -406375.718750 Penalty: 814.108215
	Iteration 18Q: 3 clusters Score -406375.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -406379.500000 Penalty: 814.108215
	Iteration 19Q: 3 clusters Score -406379.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -406381.562500 Penalty: 814.108215
	Iteration 20F: 3 clusters Score -406381.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -406384.937500 Penalty: 814.108215
	Iteration 21Q: 3 clusters Score -406384.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -406387.218750 Penalty: 814.108215
	Iteration 22Q: 3 clusters Score -406387.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -406388.125000 Penalty: 814.108215
	Iteration 23Q: 3 clusters Score -406388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -406389.031250 Penalty: 814.108215
	Iteration 24Q: 3 clusters Score -406389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -406389.500000 Penalty: 814.108215
	Iteration 25Q: 3 clusters Score -406389.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -406389.312500 Penalty: 814.108215
	Iteration 26Q: 3 clusters Score -406389.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -406389.312500 Penalty: 814.108215
	Iteration 27Q: 3 clusters Score -406389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -406390.406250 Penalty: 814.108215
	Iteration 28Q: 3 clusters Score -406390.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -406389.562500 Penalty: 814.108215
	Iteration 29Q: 3 clusters Score -406389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -406389.312500 Penalty: 814.108215
	Iteration 30Q: 3 clusters Score -406389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -406389.437500 Penalty: 814.108215
	Iteration 31Q: 3 clusters Score -406389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -406389.781250 Penalty: 814.108215
	Iteration 32Q: 3 clusters Score -406389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -406390.218750 Penalty: 814.108215
	Iteration 33Q: 3 clusters Score -406390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -406390.343750 Penalty: 814.108215
	Iteration 34Q: 3 clusters Score -406390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -406390.781250 Penalty: 814.108215
	Iteration 35Q: 3 clusters Score -406390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -406391.718750 Penalty: 814.108215
	Iteration 36Q: 3 clusters Score -406391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -406391.718750 Penalty: 814.108215
	Iteration 37F: 3 clusters Score -406391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 613 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 78 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 6505 members 
Entering Unmasked Estep 
Score: -10128914.000000 Penalty: 19345.628906
Splitting cluster 25 changes total score from -10126472.000000 to -10128914.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 26 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -11089.514648 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -11089.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10700.204102 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -10700.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10816.227539 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -10816.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10886.955078 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -10886.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10925.888672 Penalty: 534.618713
	Iteration 3F: 3 clusters Score -10925.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10935.375977 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -10935.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10939.061523 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -10939.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10947.247070 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -10947.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10957.897461 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -10957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10974.673828 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -10974.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11003.277344 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -11003.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11036.821289 Penalty: 534.618713
	Iteration 10Q: 3 clusters Score -11036.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11052.444336 Penalty: 534.618713
	Iteration 11Q: 3 clusters Score -11052.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11060.663086 Penalty: 534.618713
	Iteration 12Q: 3 clusters Score -11060.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11072.666992 Penalty: 534.618713
	Iteration 13Q: 3 clusters Score -11072.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11083.926758 Penalty: 534.618713
	Iteration 14Q: 3 clusters Score -11083.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11096.329102 Penalty: 534.618713
	Iteration 15Q: 3 clusters Score -11096.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11115.367188 Penalty: 534.618713
	Iteration 16Q: 3 clusters Score -11115.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11121.183594 Penalty: 534.618713
	Iteration 17Q: 3 clusters Score -11121.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11122.064453 Penalty: 534.618713
	Iteration 18Q: 3 clusters Score -11122.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11122.064453 Penalty: 534.618713
	Iteration 19F: 3 clusters Score -11122.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 613 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 78 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 6505 members 
Mstep: Class 36 contains 105 members 
Entering Unmasked Estep 
Score: -10128663.000000 Penalty: 19898.361328
Splitting cluster 26 changes total score from -10126472.000000 to -10128663.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 27 (11420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Entering Unmasked Estep 
Score: -577096.312500 Penalty: 425.112030
	Iteration 0F: 2 clusters Score -577096.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -569545.562500 Penalty: 850.224060
	Iteration 0F: 3 clusters Score -569545.6 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -573814.375000 Penalty: 850.224060
	Iteration 1F: 3 clusters Score -573814.4 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -574803.125000 Penalty: 850.224060
	Iteration 2F: 3 clusters Score -574803.1 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -575549.187500 Penalty: 850.224060
	Iteration 3F: 3 clusters Score -575549.2 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -575937.062500 Penalty: 850.224060
	Iteration 4F: 3 clusters Score -575937.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -576160.625000 Penalty: 850.224060
	Iteration 5Q: 3 clusters Score -576160.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -576335.187500 Penalty: 850.224060
	Iteration 6Q: 3 clusters Score -576335.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -576471.250000 Penalty: 850.224060
	Iteration 7Q: 3 clusters Score -576471.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -576566.312500 Penalty: 850.224060
	Iteration 8Q: 3 clusters Score -576566.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -576658.375000 Penalty: 850.224060
	Iteration 9Q: 3 clusters Score -576658.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -576753.312500 Penalty: 850.224060
	Iteration 10Q: 3 clusters Score -576753.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -576850.625000 Penalty: 850.224060
	Iteration 11Q: 3 clusters Score -576850.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -576970.312500 Penalty: 850.224060
	Iteration 12Q: 3 clusters Score -576970.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -577093.250000 Penalty: 850.224060
	Iteration 13Q: 3 clusters Score -577093.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -577220.562500 Penalty: 850.224060
	Iteration 14Q: 3 clusters Score -577220.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -577321.625000 Penalty: 850.224060
	Iteration 15Q: 3 clusters Score -577321.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -577407.562500 Penalty: 850.224060
	Iteration 16Q: 3 clusters Score -577407.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -577500.750000 Penalty: 850.224060
	Iteration 17Q: 3 clusters Score -577500.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -577581.375000 Penalty: 850.224060
	Iteration 18Q: 3 clusters Score -577581.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -577648.125000 Penalty: 850.224060
	Iteration 19Q: 3 clusters Score -577648.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -577709.500000 Penalty: 850.224060
	Iteration 20F: 3 clusters Score -577709.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -577766.062500 Penalty: 850.224060
	Iteration 21Q: 3 clusters Score -577766.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -577825.937500 Penalty: 850.224060
	Iteration 22Q: 3 clusters Score -577825.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -577907.062500 Penalty: 850.224060
	Iteration 23Q: 3 clusters Score -577907.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -578001.062500 Penalty: 850.224060
	Iteration 24Q: 3 clusters Score -578001.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -578100.187500 Penalty: 850.224060
	Iteration 25Q: 3 clusters Score -578100.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -578193.812500 Penalty: 850.224060
	Iteration 26Q: 3 clusters Score -578193.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -578249.562500 Penalty: 850.224060
	Iteration 27Q: 3 clusters Score -578249.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -578275.875000 Penalty: 850.224060
	Iteration 28Q: 3 clusters Score -578275.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -578297.500000 Penalty: 850.224060
	Iteration 29Q: 3 clusters Score -578297.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -578304.125000 Penalty: 850.224060
	Iteration 30Q: 3 clusters Score -578304.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -578312.875000 Penalty: 850.224060
	Iteration 31Q: 3 clusters Score -578312.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -578319.812500 Penalty: 850.224060
	Iteration 32Q: 3 clusters Score -578319.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -578324.437500 Penalty: 850.224060
	Iteration 33Q: 3 clusters Score -578324.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -578327.062500 Penalty: 850.224060
	Iteration 34Q: 3 clusters Score -578327.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -578326.687500 Penalty: 850.224060
	Iteration 35Q: 3 clusters Score -578326.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -578330.375000 Penalty: 850.224060
	Iteration 36Q: 3 clusters Score -578330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -578329.500000 Penalty: 850.224060
	Iteration 37Q: 3 clusters Score -578329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -578329.062500 Penalty: 850.224060
	Iteration 38Q: 3 clusters Score -578329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -578330.250000 Penalty: 850.224060
	Iteration 39Q: 3 clusters Score -578330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -578330.250000 Penalty: 850.224060
	Iteration 40F: 3 clusters Score -578330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 613 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 10350 members 
Mstep: Class 28 contains 10821 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 78 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 6505 members 
Mstep: Class 36 contains 105 members 
Mstep: Class 37 contains 1070 members 
Entering Unmasked Estep 
Score: -10129779.000000 Penalty: 20451.093750
Splitting cluster 27 changes total score from -10126472.000000 to -10129779.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 28 (10821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Entering Unmasked Estep 
Score: -616854.625000 Penalty: 422.660583
	Iteration 0F: 2 clusters Score -616854.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -609650.375000 Penalty: 845.321167
	Iteration 0F: 3 clusters Score -609650.4 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -612765.875000 Penalty: 845.321167
	Iteration 1F: 3 clusters Score -612765.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -613094.375000 Penalty: 845.321167
	Iteration 2F: 3 clusters Score -613094.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -613444.812500 Penalty: 845.321167
	Iteration 3F: 3 clusters Score -613444.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -613799.375000 Penalty: 845.321167
	Iteration 4F: 3 clusters Score -613799.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -614149.937500 Penalty: 845.321167
	Iteration 5F: 3 clusters Score -614149.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -614441.250000 Penalty: 845.321167
	Iteration 6F: 3 clusters Score -614441.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -614722.250000 Penalty: 845.321167
	Iteration 7Q: 3 clusters Score -614722.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -614981.187500 Penalty: 845.321167
	Iteration 8Q: 3 clusters Score -614981.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -615255.875000 Penalty: 845.321167
	Iteration 9Q: 3 clusters Score -615255.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -615587.375000 Penalty: 845.321167
	Iteration 10Q: 3 clusters Score -615587.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -615957.375000 Penalty: 845.321167
	Iteration 11Q: 3 clusters Score -615957.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -616304.875000 Penalty: 845.321167
	Iteration 12Q: 3 clusters Score -616304.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -616553.750000 Penalty: 845.321167
	Iteration 13Q: 3 clusters Score -616553.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -616711.187500 Penalty: 845.321167
	Iteration 14Q: 3 clusters Score -616711.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -616811.062500 Penalty: 845.321167
	Iteration 15Q: 3 clusters Score -616811.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -616878.000000 Penalty: 845.321167
	Iteration 16Q: 3 clusters Score -616878 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -616924.250000 Penalty: 845.321167
	Iteration 17Q: 3 clusters Score -616924.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -616966.125000 Penalty: 845.321167
	Iteration 18Q: 3 clusters Score -616966.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -616998.062500 Penalty: 845.321167
	Iteration 19Q: 3 clusters Score -616998.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -617018.562500 Penalty: 845.321167
	Iteration 20F: 3 clusters Score -617018.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -617024.687500 Penalty: 845.321167
	Iteration 21Q: 3 clusters Score -617024.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -617028.250000 Penalty: 845.321167
	Iteration 22Q: 3 clusters Score -617028.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -617027.812500 Penalty: 845.321167
	Iteration 23Q: 3 clusters Score -617027.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -617027.562500 Penalty: 845.321167
	Iteration 24Q: 3 clusters Score -617027.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -617029.500000 Penalty: 845.321167
	Iteration 25Q: 3 clusters Score -617029.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -617029.812500 Penalty: 845.321167
	Iteration 26Q: 3 clusters Score -617029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -617029.437500 Penalty: 845.321167
	Iteration 27Q: 3 clusters Score -617029.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -617028.000000 Penalty: 845.321167
	Iteration 28Q: 3 clusters Score -617028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -617029.062500 Penalty: 845.321167
	Iteration 29Q: 3 clusters Score -617029.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -617031.437500 Penalty: 845.321167
	Iteration 30Q: 3 clusters Score -617031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -617031.875000 Penalty: 845.321167
	Iteration 31Q: 3 clusters Score -617031.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -617031.437500 Penalty: 845.321167
	Iteration 32Q: 3 clusters Score -617031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -617032.000000 Penalty: 845.321167
	Iteration 33Q: 3 clusters Score -617032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -617032.250000 Penalty: 845.321167
	Iteration 34Q: 3 clusters Score -617032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -617032.250000 Penalty: 845.321167
	Iteration 35F: 3 clusters Score -617032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 613 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 10350 members 
Mstep: Class 28 contains 8064 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 78 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 6505 members 
Mstep: Class 36 contains 105 members 
Mstep: Class 37 contains 1070 members 
Mstep: Class 38 contains 2757 members 
Entering Unmasked Estep 
Score: -10129836.000000 Penalty: 21003.826172
Splitting cluster 28 changes total score from -10126472.000000 to -10129836.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 29 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -3961.099854 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -3961.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3783.895752 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -3783.896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3807.130371 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -3807.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3821.575195 Penalty: 410.488220
	Iteration 2F: 3 clusters Score -3821.575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3834.263428 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -3834.263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3834.958252 Penalty: 410.488220
	Iteration 4Q: 3 clusters Score -3834.958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3839.314941 Penalty: 410.488220
	Iteration 5Q: 3 clusters Score -3839.315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3841.370850 Penalty: 410.488220
	Iteration 6Q: 3 clusters Score -3841.371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3841.370850 Penalty: 410.488220
	Iteration 7F: 3 clusters Score -3841.371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -75474.570312 Penalty: 334.008026
	Iteration 0F: 2 clusters Score -75474.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -74381.906250 Penalty: 668.016052
	Iteration 0F: 3 clusters Score -74381.91 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -75292.703125 Penalty: 668.016052
	Iteration 1F: 3 clusters Score -75292.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -75706.578125 Penalty: 668.016052
	Iteration 2F: 3 clusters Score -75706.58 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -75849.742188 Penalty: 668.016052
	Iteration 3F: 3 clusters Score -75849.74 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -76018.367188 Penalty: 668.016052
	Iteration 4F: 3 clusters Score -76018.37 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -76350.054688 Penalty: 668.016052
	Iteration 5F: 3 clusters Score -76350.05 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -76682.328125 Penalty: 668.016052
	Iteration 6F: 3 clusters Score -76682.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -76755.914062 Penalty: 668.016052
	Iteration 7Q: 3 clusters Score -76755.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -76783.531250 Penalty: 668.016052
	Iteration 8Q: 3 clusters Score -76783.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -76805.984375 Penalty: 668.016052
	Iteration 9Q: 3 clusters Score -76805.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -76813.195312 Penalty: 668.016052
	Iteration 10Q: 3 clusters Score -76813.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -76816.445312 Penalty: 668.016052
	Iteration 11Q: 3 clusters Score -76816.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -76817.812500 Penalty: 668.016052
	Iteration 12Q: 3 clusters Score -76817.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -76819.039062 Penalty: 668.016052
	Iteration 13Q: 3 clusters Score -76819.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -76821.234375 Penalty: 668.016052
	Iteration 14Q: 3 clusters Score -76821.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -76822.359375 Penalty: 668.016052
	Iteration 15Q: 3 clusters Score -76822.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -76825.421875 Penalty: 668.016052
	Iteration 16Q: 3 clusters Score -76825.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -76847.382812 Penalty: 668.016052
	Iteration 17Q: 3 clusters Score -76847.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -76913.531250 Penalty: 668.016052
	Iteration 18Q: 3 clusters Score -76913.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -76957.570312 Penalty: 668.016052
	Iteration 19Q: 3 clusters Score -76957.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -76969.882812 Penalty: 668.016052
	Iteration 20F: 3 clusters Score -76969.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -77003.687500 Penalty: 668.016052
	Iteration 21Q: 3 clusters Score -77003.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -77090.585938 Penalty: 668.016052
	Iteration 22Q: 3 clusters Score -77090.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -77157.804688 Penalty: 668.016052
	Iteration 23Q: 3 clusters Score -77157.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -77174.328125 Penalty: 668.016052
	Iteration 24Q: 3 clusters Score -77174.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -77175.671875 Penalty: 668.016052
	Iteration 25Q: 3 clusters Score -77175.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -77175.671875 Penalty: 668.016052
	Iteration 26F: 3 clusters Score -77175.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 613 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 10350 members 
Mstep: Class 28 contains 8064 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 811 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 78 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 6505 members 
Mstep: Class 36 contains 105 members 
Mstep: Class 37 contains 1070 members 
Mstep: Class 38 contains 2757 members 
Mstep: Class 39 contains 731 members 
Entering Unmasked Estep 
Score: -10131304.000000 Penalty: 21556.558594
Splitting cluster 30 changes total score from -10126472.000000 to -10131304.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 31 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -7579.509766 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -7579.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7272.969727 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -7272.97 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7427.779297 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -7427.779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7477.982422 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -7477.982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7493.348145 Penalty: 514.376526
	Iteration 3F: 3 clusters Score -7493.348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7498.947754 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -7498.948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7514.695801 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -7514.696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7526.253418 Penalty: 514.376526
	Iteration 6Q: 3 clusters Score -7526.253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7570.703613 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -7570.704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7598.309570 Penalty: 514.376526
	Iteration 8Q: 3 clusters Score -7598.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7609.962891 Penalty: 514.376526
	Iteration 9Q: 3 clusters Score -7609.963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7615.912109 Penalty: 514.376526
	Iteration 10Q: 3 clusters Score -7615.912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7623.148926 Penalty: 514.376526
	Iteration 11Q: 3 clusters Score -7623.149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7625.792480 Penalty: 514.376526
	Iteration 12Q: 3 clusters Score -7625.792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7627.749023 Penalty: 514.376526
	Iteration 13Q: 3 clusters Score -7627.749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7627.749023 Penalty: 514.376526
	Iteration 14F: 3 clusters Score -7627.749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 613 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 10350 members 
Mstep: Class 28 contains 8064 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 811 members 
Mstep: Class 31 contains 187 members 
Mstep: Class 32 contains 78 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 6505 members 
Mstep: Class 36 contains 105 members 
Mstep: Class 37 contains 1070 members 
Mstep: Class 38 contains 2757 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 98 members 
Entering Unmasked Estep 
Score: -10131050.000000 Penalty: 22109.291016
Splitting cluster 31 changes total score from -10126472.000000 to -10131050.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 48 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 36388 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 613 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 10350 members 
Mstep: Class 28 contains 8064 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 811 members 
Mstep: Class 31 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 40. Lose 491.850830 but Gain 552.732422
Score: -10131980.000000 Penalty: 21556.558594
Iteration 79Q: 40 clusters Score -1.013198e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 102855 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3166 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 502 members 
Mstep: Class 13 contains 49 members 
Mstep: Class 14 contains 931 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 457 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 751 members 
Mstep: Class 20 contains 36492 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 283 members 
Mstep: Class 24 contains 3521 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 280 members 
Mstep: Class 27 contains 10261 members 
Mstep: Class 28 contains 8069 members 
Mstep: Class 29 contains 90 members 
Mstep: Class 30 contains 879 members 
Mstep: Class 31 contains 211 members 
Mstep: Class 32 contains 68 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 858 members 
Mstep: Class 35 contains 6274 members 
Mstep: Class 36 contains 117 members 
Mstep: Class 37 contains 1066 members 
Mstep: Class 38 contains 2661 members 
Mstep: Class 39 contains 721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 551.314819 but Gain 552.732422
Score: -10133202.000000 Penalty: 21003.826172
Iteration 80F: 39 clusters Score -1.01332e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 102639 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 245 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 397 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 870 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 499 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 441 members 
Mstep: Class 17 contains 1381 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 749 members 
Mstep: Class 20 contains 36446 members 
Mstep: Class 21 contains 209 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 290 members 
Mstep: Class 24 contains 3514 members 
Mstep: Class 25 contains 1189 members 
Mstep: Class 26 contains 307 members 
Mstep: Class 27 contains 10171 members 
Mstep: Class 28 contains 8062 members 
Mstep: Class 29 contains 90 members 
Mstep: Class 30 contains 905 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 73 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 869 members 
Mstep: Class 35 contains 6415 members 
Mstep: Class 36 contains 131 members 
Mstep: Class 37 contains 1108 members 
Mstep: Class 38 contains 2758 members 
Mstep: Class 39 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10133972.000000 Penalty: 21003.826172
Iteration 81Q: 39 clusters Score -1.013397e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 102507 members 
Mstep: Class 3 contains 133 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 679 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 502 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 370 members 
Mstep: Class 16 contains 415 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 749 members 
Mstep: Class 20 contains 36452 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 3520 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 313 members 
Mstep: Class 27 contains 10108 members 
Mstep: Class 28 contains 8062 members 
Mstep: Class 29 contains 89 members 
Mstep: Class 30 contains 920 members 
Mstep: Class 31 contains 218 members 
Mstep: Class 32 contains 73 members 
Mstep: Class 33 contains 522 members 
Mstep: Class 34 contains 877 members 
Mstep: Class 35 contains 6486 members 
Mstep: Class 36 contains 144 members 
Mstep: Class 37 contains 1127 members 
Mstep: Class 38 contains 2810 members 
Mstep: Class 39 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134243.000000 Penalty: 21003.826172
Iteration 82Q: 39 clusters Score -1.013424e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 102446 members 
Mstep: Class 3 contains 133 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 678 members 
Mstep: Class 6 contains 402 members 
Mstep: Class 7 contains 3147 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 228 members 
Mstep: Class 12 contains 501 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 400 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 36481 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3502 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 320 members 
Mstep: Class 27 contains 10077 members 
Mstep: Class 28 contains 8062 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 932 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 543 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 6492 members 
Mstep: Class 36 contains 150 members 
Mstep: Class 37 contains 1126 members 
Mstep: Class 38 contains 2829 members 
Mstep: Class 39 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134382.000000 Penalty: 21003.826172
Iteration 83Q: 39 clusters Score -1.013438e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 102414 members 
Mstep: Class 3 contains 133 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 678 members 
Mstep: Class 6 contains 402 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 899 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 501 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 385 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 36526 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 3473 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 331 members 
Mstep: Class 27 contains 10062 members 
Mstep: Class 28 contains 8064 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 936 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 559 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6481 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1125 members 
Mstep: Class 38 contains 2841 members 
Mstep: Class 39 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134475.000000 Penalty: 21003.826172
Iteration 84Q: 39 clusters Score -1.013448e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102392 members 
Mstep: Class 3 contains 133 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 677 members 
Mstep: Class 6 contains 402 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 910 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 1399 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 36559 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 675 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 3447 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 338 members 
Mstep: Class 27 contains 10046 members 
Mstep: Class 28 contains 8063 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 940 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 70 members 
Mstep: Class 33 contains 571 members 
Mstep: Class 34 contains 886 members 
Mstep: Class 35 contains 6462 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1126 members 
Mstep: Class 38 contains 2848 members 
Mstep: Class 39 contains 711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134613.000000 Penalty: 21003.826172
Iteration 85Q: 39 clusters Score -1.013461e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102379 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 677 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 917 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 14 contains 1074 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 353 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 348 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 36601 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 665 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 3415 members 
Mstep: Class 25 contains 1195 members 
Mstep: Class 26 contains 339 members 
Mstep: Class 27 contains 10036 members 
Mstep: Class 28 contains 8067 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 941 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 70 members 
Mstep: Class 33 contains 584 members 
Mstep: Class 34 contains 887 members 
Mstep: Class 35 contains 6450 members 
Mstep: Class 36 contains 153 members 
Mstep: Class 37 contains 1128 members 
Mstep: Class 38 contains 2852 members 
Mstep: Class 39 contains 711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134652.000000 Penalty: 21003.826172
Iteration 86Q: 39 clusters Score -1.013465e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102374 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 348 members 
Mstep: Class 19 contains 763 members 
Mstep: Class 20 contains 36638 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 656 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 3387 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 340 members 
Mstep: Class 27 contains 10040 members 
Mstep: Class 28 contains 8067 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 941 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 591 members 
Mstep: Class 34 contains 888 members 
Mstep: Class 35 contains 6435 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1127 members 
Mstep: Class 38 contains 2856 members 
Mstep: Class 39 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134670.000000 Penalty: 21003.826172
Iteration 87Q: 39 clusters Score -1.013467e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102370 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 931 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 502 members 
Mstep: Class 14 contains 1123 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 323 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 765 members 
Mstep: Class 20 contains 36674 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 1196 members 
Mstep: Class 26 contains 343 members 
Mstep: Class 27 contains 10043 members 
Mstep: Class 28 contains 8065 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 940 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 595 members 
Mstep: Class 34 contains 890 members 
Mstep: Class 35 contains 6420 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1125 members 
Mstep: Class 38 contains 2860 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134700.000000 Penalty: 21003.826172
Iteration 88Q: 39 clusters Score -1.01347e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102371 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 503 members 
Mstep: Class 14 contains 1145 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 765 members 
Mstep: Class 20 contains 36682 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 3350 members 
Mstep: Class 25 contains 1195 members 
Mstep: Class 26 contains 346 members 
Mstep: Class 27 contains 10045 members 
Mstep: Class 28 contains 8067 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 941 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 593 members 
Mstep: Class 34 contains 891 members 
Mstep: Class 35 contains 6417 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1123 members 
Mstep: Class 38 contains 2864 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134688.000000 Penalty: 21003.826172
Iteration 89Q: 39 clusters Score -1.013469e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102368 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 14 contains 1160 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 766 members 
Mstep: Class 20 contains 36698 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 10042 members 
Mstep: Class 28 contains 8070 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 940 members 
Mstep: Class 31 contains 213 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 594 members 
Mstep: Class 34 contains 891 members 
Mstep: Class 35 contains 6415 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 2868 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134721.000000 Penalty: 21003.826172
Iteration 90Q: 39 clusters Score -1.013472e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102363 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 933 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 14 contains 1176 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 290 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 768 members 
Mstep: Class 20 contains 36723 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 245 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 1192 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 10040 members 
Mstep: Class 28 contains 8073 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 940 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 594 members 
Mstep: Class 34 contains 891 members 
Mstep: Class 35 contains 6412 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 2873 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134731.000000 Penalty: 21003.826172
Iteration 91Q: 39 clusters Score -1.013473e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 14 contains 1185 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 279 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 36752 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 245 members 
Mstep: Class 24 contains 3286 members 
Mstep: Class 25 contains 1192 members 
Mstep: Class 26 contains 346 members 
Mstep: Class 27 contains 10040 members 
Mstep: Class 28 contains 8072 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 940 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 594 members 
Mstep: Class 34 contains 891 members 
Mstep: Class 35 contains 6403 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1122 members 
Mstep: Class 38 contains 2880 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134744.000000 Penalty: 21003.826172
Iteration 92Q: 39 clusters Score -1.013474e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102364 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 36779 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 244 members 
Mstep: Class 24 contains 3268 members 
Mstep: Class 25 contains 1192 members 
Mstep: Class 26 contains 347 members 
Mstep: Class 27 contains 10039 members 
Mstep: Class 28 contains 8073 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 940 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 595 members 
Mstep: Class 34 contains 891 members 
Mstep: Class 35 contains 6396 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2886 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134751.000000 Penalty: 21003.826172
Iteration 93Q: 39 clusters Score -1.013475e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 36802 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 3251 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 348 members 
Mstep: Class 27 contains 10036 members 
Mstep: Class 28 contains 8072 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 595 members 
Mstep: Class 34 contains 891 members 
Mstep: Class 35 contains 6388 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2891 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134749.000000 Penalty: 21003.826172
Iteration 94Q: 39 clusters Score -1.013475e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102363 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3154 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 14 contains 1228 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 36825 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 242 members 
Mstep: Class 24 contains 3238 members 
Mstep: Class 25 contains 1194 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 10037 members 
Mstep: Class 28 contains 8073 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 940 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 595 members 
Mstep: Class 34 contains 891 members 
Mstep: Class 35 contains 6384 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2892 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134766.000000 Penalty: 21003.826172
Iteration 95Q: 39 clusters Score -1.013477e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102362 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3154 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 772 members 
Mstep: Class 20 contains 36846 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 241 members 
Mstep: Class 24 contains 3226 members 
Mstep: Class 25 contains 1195 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 10035 members 
Mstep: Class 28 contains 8074 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 940 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 596 members 
Mstep: Class 34 contains 891 members 
Mstep: Class 35 contains 6378 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2894 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134784.000000 Penalty: 21003.826172
Iteration 96Q: 39 clusters Score -1.013478e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102361 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3154 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 18 contains 348 members 
Mstep: Class 19 contains 773 members 
Mstep: Class 20 contains 36867 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 241 members 
Mstep: Class 24 contains 3222 members 
Mstep: Class 25 contains 1196 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 10033 members 
Mstep: Class 28 contains 8076 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 941 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 596 members 
Mstep: Class 34 contains 891 members 
Mstep: Class 35 contains 6368 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2894 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134813.000000 Penalty: 21003.826172
Iteration 97Q: 39 clusters Score -1.013481e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102362 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3154 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 348 members 
Mstep: Class 19 contains 774 members 
Mstep: Class 20 contains 36888 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 241 members 
Mstep: Class 24 contains 3217 members 
Mstep: Class 25 contains 1196 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 10031 members 
Mstep: Class 28 contains 8078 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 941 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 596 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6363 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2894 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134818.000000 Penalty: 21003.826172
Iteration 98Q: 39 clusters Score -1.013482e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102364 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3154 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 209 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 348 members 
Mstep: Class 19 contains 774 members 
Mstep: Class 20 contains 36916 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 241 members 
Mstep: Class 24 contains 3199 members 
Mstep: Class 25 contains 1196 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 10030 members 
Mstep: Class 28 contains 8078 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6357 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2894 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134819.000000 Penalty: 21003.826172
Iteration 99Q: 39 clusters Score -1.013482e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 36938 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 241 members 
Mstep: Class 24 contains 3182 members 
Mstep: Class 25 contains 1196 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8077 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6350 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2894 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134816.000000 Penalty: 21003.826172
Iteration 100F: 39 clusters Score -1.013482e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3152 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 36957 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 3168 members 
Mstep: Class 25 contains 1196 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 10025 members 
Mstep: Class 28 contains 8079 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6344 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1122 members 
Mstep: Class 38 contains 2894 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134875.000000 Penalty: 21003.826172
Iteration 101Q: 39 clusters Score -1.013488e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 36966 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 235 members 
Mstep: Class 24 contains 3160 members 
Mstep: Class 25 contains 1197 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 10026 members 
Mstep: Class 28 contains 8083 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 214 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6338 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1122 members 
Mstep: Class 38 contains 2894 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134880.000000 Penalty: 21003.826172
Iteration 102Q: 39 clusters Score -1.013488e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102368 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1286 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 204 members 
Mstep: Class 17 contains 1275 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 36974 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 232 members 
Mstep: Class 24 contains 3153 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 10026 members 
Mstep: Class 28 contains 8085 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 215 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6333 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2894 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134904.000000 Penalty: 21003.826172
Iteration 103Q: 39 clusters Score -1.01349e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102368 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 203 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 3152 members 
Mstep: Class 25 contains 1200 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8086 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6327 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134909.000000 Penalty: 21003.826172
Iteration 104Q: 39 clusters Score -1.013491e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102367 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1310 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 202 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 364 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 36980 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 3151 members 
Mstep: Class 25 contains 1203 members 
Mstep: Class 26 contains 355 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8091 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 215 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6324 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2894 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134924.000000 Penalty: 21003.826172
Iteration 105Q: 39 clusters Score -1.013492e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102368 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 1237 members 
Mstep: Class 18 contains 365 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 36983 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 220 members 
Mstep: Class 24 contains 3149 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8089 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 215 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6319 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2896 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134945.000000 Penalty: 21003.826172
Iteration 106Q: 39 clusters Score -1.013494e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102370 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 365 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 36985 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 3148 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 361 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8091 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 215 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6311 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2898 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134966.000000 Penalty: 21003.826172
Iteration 107Q: 39 clusters Score -1.013497e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102370 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 937 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1346 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 1223 members 
Mstep: Class 18 contains 365 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 36987 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 212 members 
Mstep: Class 24 contains 3148 members 
Mstep: Class 25 contains 1203 members 
Mstep: Class 26 contains 364 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8095 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6302 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2899 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10134980.000000 Penalty: 21003.826172
Iteration 108Q: 39 clusters Score -1.013498e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1356 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1209 members 
Mstep: Class 18 contains 365 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37003 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 211 members 
Mstep: Class 24 contains 3144 members 
Mstep: Class 25 contains 1202 members 
Mstep: Class 26 contains 363 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8100 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 218 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6292 members 
Mstep: Class 36 contains 153 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2899 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135000.000000 Penalty: 21003.826172
Iteration 109Q: 39 clusters Score -1.0135e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 937 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1370 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1202 members 
Mstep: Class 18 contains 365 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37009 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 364 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8102 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6279 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2899 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135034.000000 Penalty: 21003.826172
Iteration 110Q: 39 clusters Score -1.013503e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102370 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1379 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1197 members 
Mstep: Class 18 contains 365 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37020 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3134 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8103 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6265 members 
Mstep: Class 36 contains 156 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2898 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135050.000000 Penalty: 21003.826172
Iteration 111Q: 39 clusters Score -1.013505e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102370 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1186 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37034 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 1213 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8100 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2902 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135059.000000 Penalty: 21003.826172
Iteration 112Q: 39 clusters Score -1.013506e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102371 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1185 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37046 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3119 members 
Mstep: Class 25 contains 1213 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8098 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6241 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135075.000000 Penalty: 21003.826172
Iteration 113Q: 39 clusters Score -1.013508e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1188 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37054 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 1213 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6232 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135083.000000 Penalty: 21003.826172
Iteration 114Q: 39 clusters Score -1.013508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37056 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3117 members 
Mstep: Class 25 contains 1214 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6226 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135083.000000 Penalty: 21003.826172
Iteration 115Q: 39 clusters Score -1.013508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102364 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1190 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37060 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3115 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6225 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135072.000000 Penalty: 21003.826172
Iteration 116Q: 39 clusters Score -1.013507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1190 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37060 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3114 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6225 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135068.000000 Penalty: 21003.826172
Iteration 117Q: 39 clusters Score -1.013507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1191 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37060 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3113 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6225 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10135072.000000 Penalty: 21003.826172
Iteration 118Q: 39 clusters Score -1.013507e+07 nChanged 5
Entering ConstructFrom: 
Score: -10135072.000000 Penalty: 21003.826172
Entering ConstructFrom: 
Trying to split cluster 1 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -24949.638672 Penalty: 279.657990
	Iteration 0F: 2 clusters Score -24949.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24506.179688 Penalty: 559.315979
	Iteration 0F: 3 clusters Score -24506.18 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24614.669922 Penalty: 559.315979
	Iteration 1F: 3 clusters Score -24614.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24659.753906 Penalty: 559.315979
	Iteration 2F: 3 clusters Score -24659.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -24689.849609 Penalty: 559.315979
	Iteration 3F: 3 clusters Score -24689.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -24723.738281 Penalty: 559.315979
	Iteration 4F: 3 clusters Score -24723.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -24741.021484 Penalty: 559.315979
	Iteration 5Q: 3 clusters Score -24741.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -24753.402344 Penalty: 559.315979
	Iteration 6Q: 3 clusters Score -24753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -24763.914062 Penalty: 559.315979
	Iteration 7Q: 3 clusters Score -24763.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -24768.044922 Penalty: 559.315979
	Iteration 8Q: 3 clusters Score -24768.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -24775.371094 Penalty: 559.315979
	Iteration 9Q: 3 clusters Score -24775.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -24798.964844 Penalty: 559.315979
	Iteration 10Q: 3 clusters Score -24798.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24817.757812 Penalty: 559.315979
	Iteration 11Q: 3 clusters Score -24817.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24827.478516 Penalty: 559.315979
	Iteration 12Q: 3 clusters Score -24827.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24833.421875 Penalty: 559.315979
	Iteration 13Q: 3 clusters Score -24833.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24839.376953 Penalty: 559.315979
	Iteration 14Q: 3 clusters Score -24839.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -24843.675781 Penalty: 559.315979
	Iteration 15Q: 3 clusters Score -24843.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -24845.388672 Penalty: 559.315979
	Iteration 16Q: 3 clusters Score -24845.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24850.640625 Penalty: 559.315979
	Iteration 17Q: 3 clusters Score -24850.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -24854.728516 Penalty: 559.315979
	Iteration 18Q: 3 clusters Score -24854.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24857.115234 Penalty: 559.315979
	Iteration 19Q: 3 clusters Score -24857.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -24861.328125 Penalty: 559.315979
	Iteration 20F: 3 clusters Score -24861.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -24864.869141 Penalty: 559.315979
	Iteration 21Q: 3 clusters Score -24864.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24866.951172 Penalty: 559.315979
	Iteration 22Q: 3 clusters Score -24866.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24867.947266 Penalty: 559.315979
	Iteration 23Q: 3 clusters Score -24867.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24871.394531 Penalty: 559.315979
	Iteration 24Q: 3 clusters Score -24871.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24872.855469 Penalty: 559.315979
	Iteration 25Q: 3 clusters Score -24872.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24874.228516 Penalty: 559.315979
	Iteration 26Q: 3 clusters Score -24874.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24874.228516 Penalty: 559.315979
	Iteration 27F: 3 clusters Score -24874.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102365 members 
Entering Unmasked Estep 
Score: -5891589.000000 Penalty: 524.901611
	Iteration 0F: 2 clusters Score -5891589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -5827153.500000 Penalty: 1049.803223
	Iteration 0F: 3 clusters Score -5827154 nChanged 50126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 61613 members 
Entering Unmasked Estep 
Score: -5858501.000000 Penalty: 1049.803223
	Iteration 1F: 3 clusters Score -5858501 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -5862434.500000 Penalty: 1049.803223
	Iteration 2F: 3 clusters Score -5862434 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -5868958.500000 Penalty: 1049.803223
	Iteration 3F: 3 clusters Score -5868958 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -5876712.000000 Penalty: 1049.803223
	Iteration 4F: 3 clusters Score -5876712 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -5883824.500000 Penalty: 1049.803223
	Iteration 5F: 3 clusters Score -5883824 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 99641 members 
Entering Unmasked Estep 
Score: -5888509.500000 Penalty: 1049.803223
	Iteration 6Q: 3 clusters Score -5888510 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -5890432.000000 Penalty: 1049.803223
	Iteration 7Q: 3 clusters Score -5890432 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102049 members 
Entering Unmasked Estep 
Score: -5890961.500000 Penalty: 1049.803223
	Iteration 8Q: 3 clusters Score -5890962 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -5891188.000000 Penalty: 1049.803223
	Iteration 9Q: 3 clusters Score -5891188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 102151 members 
Entering Unmasked Estep 
Score: -5891234.000000 Penalty: 1049.803223
	Iteration 10Q: 3 clusters Score -5891234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 102130 members 
Entering Unmasked Estep 
Score: -5891254.000000 Penalty: 1049.803223
	Iteration 11Q: 3 clusters Score -5891254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 102116 members 
Entering Unmasked Estep 
Score: -5891256.000000 Penalty: 1049.803223
	Iteration 12Q: 3 clusters Score -5891256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 102107 members 
Entering Unmasked Estep 
Score: -5891273.500000 Penalty: 1049.803223
	Iteration 13Q: 3 clusters Score -5891274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 102098 members 
Entering Unmasked Estep 
Score: -5891276.000000 Penalty: 1049.803223
	Iteration 14Q: 3 clusters Score -5891276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 102092 members 
Entering Unmasked Estep 
Score: -5891289.000000 Penalty: 1049.803223
	Iteration 15Q: 3 clusters Score -5891289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -5891291.500000 Penalty: 1049.803223
	Iteration 16Q: 3 clusters Score -5891292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 102086 members 
Entering Unmasked Estep 
Score: -5891290.000000 Penalty: 1049.803223
	Iteration 17Q: 3 clusters Score -5891290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 102090 members 
Entering Unmasked Estep 
Score: -5891291.000000 Penalty: 1049.803223
	Iteration 18Q: 3 clusters Score -5891291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -5891298.500000 Penalty: 1049.803223
	Iteration 19Q: 3 clusters Score -5891298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 102086 members 
Entering Unmasked Estep 
Score: -5891304.000000 Penalty: 1049.803223
	Iteration 20F: 3 clusters Score -5891304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 102084 members 
Entering Unmasked Estep 
Score: -5891299.500000 Penalty: 1049.803223
	Iteration 21Q: 3 clusters Score -5891300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 102084 members 
Entering Unmasked Estep 
Score: -5891304.500000 Penalty: 1049.803223
	Iteration 22Q: 3 clusters Score -5891304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
Score: -5891303.000000 Penalty: 1049.803223
	Iteration 23Q: 3 clusters Score -5891303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
Score: -5891303.000000 Penalty: 1049.803223
	Iteration 24F: 3 clusters Score -5891303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -6293.553223 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6293.553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6061.295898 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6061.296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6092.214844 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6092.215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6105.291016 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -6105.291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6113.842285 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -6113.842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6114.422852 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -6114.423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6114.422852 Penalty: 444.334991
	Iteration 5F: 3 clusters Score -6114.423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -11644.620117 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -11644.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11323.360352 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -11323.36 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11481.917969 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -11481.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11617.029297 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -11617.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11726.476562 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -11726.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11782.299805 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -11782.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11820.128906 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -11820.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11831.999023 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -11832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11831.999023 Penalty: 499.116516
	Iteration 7F: 3 clusters Score -11832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 119 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37064 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3109 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
Score: -10134947.000000 Penalty: 21556.558594
Splitting cluster 4 changes total score from -10135072.000000 to -10134947.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -30693.396484 Penalty: 295.603271
	Iteration 0F: 2 clusters Score -30693.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -30099.939453 Penalty: 591.206543
	Iteration 0F: 3 clusters Score -30099.94 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30314.013672 Penalty: 591.206543
	Iteration 1F: 3 clusters Score -30314.01 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -30380.414062 Penalty: 591.206543
	Iteration 2F: 3 clusters Score -30380.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30423.269531 Penalty: 591.206543
	Iteration 3F: 3 clusters Score -30423.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -30443.023438 Penalty: 591.206543
	Iteration 4Q: 3 clusters Score -30443.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -30453.785156 Penalty: 591.206543
	Iteration 5Q: 3 clusters Score -30453.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -30468.558594 Penalty: 591.206543
	Iteration 6Q: 3 clusters Score -30468.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -30476.910156 Penalty: 591.206543
	Iteration 7Q: 3 clusters Score -30476.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -30483.320312 Penalty: 591.206543
	Iteration 8Q: 3 clusters Score -30483.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30487.335938 Penalty: 591.206543
	Iteration 9Q: 3 clusters Score -30487.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -30490.500000 Penalty: 591.206543
	Iteration 10Q: 3 clusters Score -30490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -30494.128906 Penalty: 591.206543
	Iteration 11Q: 3 clusters Score -30494.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -30495.470703 Penalty: 591.206543
	Iteration 12Q: 3 clusters Score -30495.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -30498.708984 Penalty: 591.206543
	Iteration 13Q: 3 clusters Score -30498.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30501.501953 Penalty: 591.206543
	Iteration 14Q: 3 clusters Score -30501.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30505.636719 Penalty: 591.206543
	Iteration 15Q: 3 clusters Score -30505.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30508.640625 Penalty: 591.206543
	Iteration 16Q: 3 clusters Score -30508.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30509.673828 Penalty: 591.206543
	Iteration 17Q: 3 clusters Score -30509.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -30509.871094 Penalty: 591.206543
	Iteration 18Q: 3 clusters Score -30509.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -30509.871094 Penalty: 591.206543
	Iteration 19F: 3 clusters Score -30509.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -19999.945312 Penalty: 272.725250
	Iteration 0F: 2 clusters Score -19999.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19576.992188 Penalty: 545.450500
	Iteration 0F: 3 clusters Score -19576.99 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19774.513672 Penalty: 545.450500
	Iteration 1F: 3 clusters Score -19774.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19841.255859 Penalty: 545.450500
	Iteration 2F: 3 clusters Score -19841.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19909.875000 Penalty: 545.450500
	Iteration 3F: 3 clusters Score -19909.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19941.250000 Penalty: 545.450500
	Iteration 4Q: 3 clusters Score -19941.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19957.787109 Penalty: 545.450500
	Iteration 5Q: 3 clusters Score -19957.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19976.990234 Penalty: 545.450500
	Iteration 6Q: 3 clusters Score -19976.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20003.611328 Penalty: 545.450500
	Iteration 7Q: 3 clusters Score -20003.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20043.515625 Penalty: 545.450500
	Iteration 8Q: 3 clusters Score -20043.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20070.505859 Penalty: 545.450500
	Iteration 9Q: 3 clusters Score -20070.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20106.490234 Penalty: 545.450500
	Iteration 10Q: 3 clusters Score -20106.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20127.769531 Penalty: 545.450500
	Iteration 11Q: 3 clusters Score -20127.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20147.787109 Penalty: 545.450500
	Iteration 12Q: 3 clusters Score -20147.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20154.138672 Penalty: 545.450500
	Iteration 13Q: 3 clusters Score -20154.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -20155.660156 Penalty: 545.450500
	Iteration 14Q: 3 clusters Score -20155.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -20155.660156 Penalty: 545.450500
	Iteration 15F: 3 clusters Score -20155.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 111 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37064 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3109 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
Score: -10134939.000000 Penalty: 21556.558594
Splitting cluster 6 changes total score from -10135072.000000 to -10134939.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -183851.328125 Penalty: 366.480774
	Iteration 0F: 2 clusters Score -183851.3 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 1591 members 
Entering Unmasked Estep 
Score: -181692.546875 Penalty: 732.961548
	Iteration 0F: 3 clusters Score -181692.5 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -182529.359375 Penalty: 732.961548
	Iteration 1F: 3 clusters Score -182529.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -182711.140625 Penalty: 732.961548
	Iteration 2F: 3 clusters Score -182711.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -182921.671875 Penalty: 732.961548
	Iteration 3F: 3 clusters Score -182921.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -183110.468750 Penalty: 732.961548
	Iteration 4F: 3 clusters Score -183110.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -183234.687500 Penalty: 732.961548
	Iteration 5F: 3 clusters Score -183234.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -183309.921875 Penalty: 732.961548
	Iteration 6Q: 3 clusters Score -183309.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -183358.640625 Penalty: 732.961548
	Iteration 7Q: 3 clusters Score -183358.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -183384.625000 Penalty: 732.961548
	Iteration 8Q: 3 clusters Score -183384.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -183403.031250 Penalty: 732.961548
	Iteration 9Q: 3 clusters Score -183403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -183418.906250 Penalty: 732.961548
	Iteration 10Q: 3 clusters Score -183418.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -183431.390625 Penalty: 732.961548
	Iteration 11Q: 3 clusters Score -183431.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -183442.906250 Penalty: 732.961548
	Iteration 12Q: 3 clusters Score -183442.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -183449.312500 Penalty: 732.961548
	Iteration 13Q: 3 clusters Score -183449.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -183455.640625 Penalty: 732.961548
	Iteration 14Q: 3 clusters Score -183455.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -183459.781250 Penalty: 732.961548
	Iteration 15Q: 3 clusters Score -183459.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -183463.187500 Penalty: 732.961548
	Iteration 16Q: 3 clusters Score -183463.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -183468.453125 Penalty: 732.961548
	Iteration 17Q: 3 clusters Score -183468.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -183472.031250 Penalty: 732.961548
	Iteration 18Q: 3 clusters Score -183472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -183473.968750 Penalty: 732.961548
	Iteration 19Q: 3 clusters Score -183474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -183474.218750 Penalty: 732.961548
	Iteration 20F: 3 clusters Score -183474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -183474.500000 Penalty: 732.961548
	Iteration 21Q: 3 clusters Score -183474.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -183475.078125 Penalty: 732.961548
	Iteration 22Q: 3 clusters Score -183475.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -183475.234375 Penalty: 732.961548
	Iteration 23Q: 3 clusters Score -183475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -183475.250000 Penalty: 732.961548
	Iteration 24Q: 3 clusters Score -183475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -183475.093750 Penalty: 732.961548
	Iteration 25Q: 3 clusters Score -183475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -183474.984375 Penalty: 732.961548
	Iteration 26Q: 3 clusters Score -183475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -183475.062500 Penalty: 732.961548
	Iteration 27Q: 3 clusters Score -183475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -183475.562500 Penalty: 732.961548
	Iteration 28Q: 3 clusters Score -183475.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -183475.328125 Penalty: 732.961548
	Iteration 29Q: 3 clusters Score -183475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -183475.328125 Penalty: 732.961548
	Iteration 30F: 3 clusters Score -183475.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -49590.832031 Penalty: 311.584229
	Iteration 0F: 2 clusters Score -49590.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48851.078125 Penalty: 623.168457
	Iteration 0F: 3 clusters Score -48851.08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -49080.781250 Penalty: 623.168457
	Iteration 1F: 3 clusters Score -49080.78 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49131.082031 Penalty: 623.168457
	Iteration 2F: 3 clusters Score -49131.08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49175.218750 Penalty: 623.168457
	Iteration 3F: 3 clusters Score -49175.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -49209.878906 Penalty: 623.168457
	Iteration 4Q: 3 clusters Score -49209.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49228.695312 Penalty: 623.168457
	Iteration 5Q: 3 clusters Score -49228.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49245.765625 Penalty: 623.168457
	Iteration 6Q: 3 clusters Score -49245.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49272.687500 Penalty: 623.168457
	Iteration 7Q: 3 clusters Score -49272.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49306.886719 Penalty: 623.168457
	Iteration 8Q: 3 clusters Score -49306.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49328.871094 Penalty: 623.168457
	Iteration 9Q: 3 clusters Score -49328.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49349.191406 Penalty: 623.168457
	Iteration 10Q: 3 clusters Score -49349.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49363.226562 Penalty: 623.168457
	Iteration 11Q: 3 clusters Score -49363.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -49374.507812 Penalty: 623.168457
	Iteration 12Q: 3 clusters Score -49374.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -49381.949219 Penalty: 623.168457
	Iteration 13Q: 3 clusters Score -49381.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -49383.312500 Penalty: 623.168457
	Iteration 14Q: 3 clusters Score -49383.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -49385.292969 Penalty: 623.168457
	Iteration 15Q: 3 clusters Score -49385.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49386.445312 Penalty: 623.168457
	Iteration 16Q: 3 clusters Score -49386.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -49387.527344 Penalty: 623.168457
	Iteration 17Q: 3 clusters Score -49387.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -49387.839844 Penalty: 623.168457
	Iteration 18Q: 3 clusters Score -49387.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -49387.839844 Penalty: 623.168457
	Iteration 19F: 3 clusters Score -49387.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -10096.503906 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -10096.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9820.360352 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -9820.36 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9877.973633 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9877.974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9910.000000 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9923.174805 Penalty: 484.836731
	Iteration 3F: 3 clusters Score -9923.175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9928.809570 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9928.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9930.533203 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9930.533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9931.327148 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9931.327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9931.327148 Penalty: 484.836731
	Iteration 7F: 3 clusters Score -9931.327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -9985.655273 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -9985.655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9690.260742 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -9690.261 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9765.540039 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -9765.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9790.850586 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -9790.851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9800.960938 Penalty: 493.670471
	Iteration 3F: 3 clusters Score -9800.961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9813.274414 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -9813.274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9829.077148 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -9829.077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9839.474609 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -9839.475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9849.881836 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -9849.882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9855.116211 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -9855.116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9855.116211 Penalty: 493.670471
	Iteration 9F: 3 clusters Score -9855.116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -11271.852539 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -11271.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10976.017578 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -10976.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11094.632812 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -11094.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11122.416992 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -11122.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11140.284180 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -11140.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11152.090820 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -11152.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11159.429688 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -11159.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11170.176758 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -11170.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11173.073242 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -11173.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11175.452148 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -11175.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11175.932617 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -11175.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11177.524414 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -11177.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11177.524414 Penalty: 494.468689
	Iteration 11F: 3 clusters Score -11177.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -21769.458984 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -21769.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21341.185547 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -21341.19 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21577.824219 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -21577.82 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21737.296875 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -21737.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21770.279297 Penalty: 566.434814
	Iteration 3F: 3 clusters Score -21770.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21790.324219 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -21790.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21796.847656 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -21796.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21797.181641 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -21797.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21797.181641 Penalty: 566.434814
	Iteration 7F: 3 clusters Score -21797.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 213 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37064 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3109 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
Score: -10134827.000000 Penalty: 21556.558594
Splitting cluster 12 changes total score from -10135072.000000 to -10134827.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -72831.765625 Penalty: 329.644836
	Iteration 0F: 2 clusters Score -72831.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -71772.125000 Penalty: 659.289673
	Iteration 0F: 3 clusters Score -71772.12 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -72123.164062 Penalty: 659.289673
	Iteration 1F: 3 clusters Score -72123.16 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -72200.023438 Penalty: 659.289673
	Iteration 2F: 3 clusters Score -72200.02 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -72245.953125 Penalty: 659.289673
	Iteration 3F: 3 clusters Score -72245.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -72283.304688 Penalty: 659.289673
	Iteration 4Q: 3 clusters Score -72283.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -72309.703125 Penalty: 659.289673
	Iteration 5Q: 3 clusters Score -72309.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -72327.007812 Penalty: 659.289673
	Iteration 6Q: 3 clusters Score -72327.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -72335.296875 Penalty: 659.289673
	Iteration 7Q: 3 clusters Score -72335.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -72345.187500 Penalty: 659.289673
	Iteration 8Q: 3 clusters Score -72345.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -72356.554688 Penalty: 659.289673
	Iteration 9Q: 3 clusters Score -72356.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -72377.140625 Penalty: 659.289673
	Iteration 10Q: 3 clusters Score -72377.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -72390.187500 Penalty: 659.289673
	Iteration 11Q: 3 clusters Score -72390.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -72399.476562 Penalty: 659.289673
	Iteration 12Q: 3 clusters Score -72399.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -72409.000000 Penalty: 659.289673
	Iteration 13Q: 3 clusters Score -72409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -72417.406250 Penalty: 659.289673
	Iteration 14Q: 3 clusters Score -72417.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -72422.289062 Penalty: 659.289673
	Iteration 15Q: 3 clusters Score -72422.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -72424.820312 Penalty: 659.289673
	Iteration 16Q: 3 clusters Score -72424.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -72430.250000 Penalty: 659.289673
	Iteration 17Q: 3 clusters Score -72430.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -72437.421875 Penalty: 659.289673
	Iteration 18Q: 3 clusters Score -72437.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -72440.945312 Penalty: 659.289673
	Iteration 19Q: 3 clusters Score -72440.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -72446.335938 Penalty: 659.289673
	Iteration 20F: 3 clusters Score -72446.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -72450.875000 Penalty: 659.289673
	Iteration 21Q: 3 clusters Score -72450.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -72456.617188 Penalty: 659.289673
	Iteration 22Q: 3 clusters Score -72456.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -72462.203125 Penalty: 659.289673
	Iteration 23Q: 3 clusters Score -72462.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -72467.257812 Penalty: 659.289673
	Iteration 24Q: 3 clusters Score -72467.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -72476.593750 Penalty: 659.289673
	Iteration 25Q: 3 clusters Score -72476.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -72489.617188 Penalty: 659.289673
	Iteration 26Q: 3 clusters Score -72489.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -72504.093750 Penalty: 659.289673
	Iteration 27Q: 3 clusters Score -72504.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -72512.375000 Penalty: 659.289673
	Iteration 28Q: 3 clusters Score -72512.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -72518.421875 Penalty: 659.289673
	Iteration 29Q: 3 clusters Score -72518.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -72523.531250 Penalty: 659.289673
	Iteration 30Q: 3 clusters Score -72523.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -72529.140625 Penalty: 659.289673
	Iteration 31Q: 3 clusters Score -72529.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -72533.000000 Penalty: 659.289673
	Iteration 32Q: 3 clusters Score -72533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -72537.609375 Penalty: 659.289673
	Iteration 33Q: 3 clusters Score -72537.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -72541.718750 Penalty: 659.289673
	Iteration 34Q: 3 clusters Score -72541.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -72543.554688 Penalty: 659.289673
	Iteration 35Q: 3 clusters Score -72543.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -72544.062500 Penalty: 659.289673
	Iteration 36Q: 3 clusters Score -72544.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -72545.257812 Penalty: 659.289673
	Iteration 37Q: 3 clusters Score -72545.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -72547.726562 Penalty: 659.289673
	Iteration 38Q: 3 clusters Score -72547.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -72549.648438 Penalty: 659.289673
	Iteration 39Q: 3 clusters Score -72549.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -72550.187500 Penalty: 659.289673
	Iteration 40F: 3 clusters Score -72550.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -16614.308594 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -16614.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16232.696289 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -16232.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16510.750000 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -16510.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16637.324219 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -16637.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16733.302734 Penalty: 537.139648
	Iteration 3F: 3 clusters Score -16733.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16775.062500 Penalty: 537.139648
	Iteration 4Q: 3 clusters Score -16775.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16794.576172 Penalty: 537.139648
	Iteration 5Q: 3 clusters Score -16794.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16802.220703 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -16802.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -16808.802734 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -16808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16810.416016 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -16810.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16811.160156 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -16811.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16811.160156 Penalty: 537.139648
	Iteration 10F: 3 clusters Score -16811.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 228 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 138 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37064 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3109 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
Score: -10134979.000000 Penalty: 21556.558594
Splitting cluster 15 changes total score from -10135072.000000 to -10134979.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -9595.938477 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -9595.938 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 99 members 
Entering Unmasked Estep 
Score: -9327.592773 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -9327.593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9370.208984 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -9370.209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9378.541016 Penalty: 480.308441
	Iteration 2Q: 3 clusters Score -9378.541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9380.333984 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -9380.334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9380.333984 Penalty: 480.308441
	Iteration 4F: 3 clusters Score -9380.334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -63025.648438 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -63025.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -62098.613281 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -62098.61 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -62398.121094 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -62398.12 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -62492.789062 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -62492.79 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -62595.457031 Penalty: 644.588318
	Iteration 3F: 3 clusters Score -62595.46 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -62702.308594 Penalty: 644.588318
	Iteration 4F: 3 clusters Score -62702.31 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -62768.804688 Penalty: 644.588318
	Iteration 5F: 3 clusters Score -62768.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -62799.972656 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -62799.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -62808.738281 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -62808.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -62816.812500 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -62816.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -62822.035156 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -62822.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -62825.710938 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -62825.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -62828.757812 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -62828.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -62831.945312 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -62831.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -62832.773438 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -62832.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -62835.117188 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -62835.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -62837.515625 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -62837.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -62840.015625 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -62840.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -62841.234375 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -62841.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -62842.148438 Penalty: 644.588318
	Iteration 18Q: 3 clusters Score -62842.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -62843.484375 Penalty: 644.588318
	Iteration 19Q: 3 clusters Score -62843.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -62845.058594 Penalty: 644.588318
	Iteration 20F: 3 clusters Score -62845.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -62846.531250 Penalty: 644.588318
	Iteration 21Q: 3 clusters Score -62846.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -62847.121094 Penalty: 644.588318
	Iteration 22Q: 3 clusters Score -62847.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -62847.652344 Penalty: 644.588318
	Iteration 23Q: 3 clusters Score -62847.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -62848.429688 Penalty: 644.588318
	Iteration 24Q: 3 clusters Score -62848.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -62848.917969 Penalty: 644.588318
	Iteration 25Q: 3 clusters Score -62848.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -62849.882812 Penalty: 644.588318
	Iteration 26Q: 3 clusters Score -62849.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -62850.480469 Penalty: 644.588318
	Iteration 27Q: 3 clusters Score -62850.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -62851.253906 Penalty: 644.588318
	Iteration 28Q: 3 clusters Score -62851.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -62851.488281 Penalty: 644.588318
	Iteration 29Q: 3 clusters Score -62851.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -62851.488281 Penalty: 644.588318
	Iteration 30F: 3 clusters Score -62851.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -12361.299805 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -12361.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11967.675781 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -11967.68 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12103.609375 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -12103.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12168.685547 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -12168.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12207.208008 Penalty: 537.139648
	Iteration 3F: 3 clusters Score -12207.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12233.049805 Penalty: 537.139648
	Iteration 4Q: 3 clusters Score -12233.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12253.404297 Penalty: 537.139648
	Iteration 5Q: 3 clusters Score -12253.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -12267.259766 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -12267.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12272.531250 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -12272.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -12279.911133 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -12279.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12285.064453 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -12285.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12290.062500 Penalty: 537.139648
	Iteration 10Q: 3 clusters Score -12290.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12290.798828 Penalty: 537.139648
	Iteration 11Q: 3 clusters Score -12290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12291.917969 Penalty: 537.139648
	Iteration 12Q: 3 clusters Score -12291.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12293.236328 Penalty: 537.139648
	Iteration 13Q: 3 clusters Score -12293.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12293.236328 Penalty: 537.139648
	Iteration 14F: 3 clusters Score -12293.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -41202.441406 Penalty: 302.705261
	Iteration 0F: 2 clusters Score -41202.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -40533.847656 Penalty: 605.410522
	Iteration 0F: 3 clusters Score -40533.85 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40732.703125 Penalty: 605.410522
	Iteration 1F: 3 clusters Score -40732.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40795.714844 Penalty: 605.410522
	Iteration 2F: 3 clusters Score -40795.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40877.238281 Penalty: 605.410522
	Iteration 3F: 3 clusters Score -40877.24 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40947.859375 Penalty: 605.410522
	Iteration 4F: 3 clusters Score -40947.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40987.671875 Penalty: 605.410522
	Iteration 5F: 3 clusters Score -40987.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -41006.617188 Penalty: 605.410522
	Iteration 6Q: 3 clusters Score -41006.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41021.113281 Penalty: 605.410522
	Iteration 7Q: 3 clusters Score -41021.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41042.906250 Penalty: 605.410522
	Iteration 8Q: 3 clusters Score -41042.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41065.101562 Penalty: 605.410522
	Iteration 9Q: 3 clusters Score -41065.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41080.839844 Penalty: 605.410522
	Iteration 10Q: 3 clusters Score -41080.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41085.863281 Penalty: 605.410522
	Iteration 11Q: 3 clusters Score -41085.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -41090.964844 Penalty: 605.410522
	Iteration 12Q: 3 clusters Score -41090.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41092.531250 Penalty: 605.410522
	Iteration 13Q: 3 clusters Score -41092.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -41095.277344 Penalty: 605.410522
	Iteration 14Q: 3 clusters Score -41095.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -41098.554688 Penalty: 605.410522
	Iteration 15Q: 3 clusters Score -41098.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -41101.460938 Penalty: 605.410522
	Iteration 16Q: 3 clusters Score -41101.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -41102.347656 Penalty: 605.410522
	Iteration 17Q: 3 clusters Score -41102.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -41102.347656 Penalty: 605.410522
	Iteration 18F: 3 clusters Score -41102.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Entering Unmasked Estep 
Score: -1987453.000000 Penalty: 478.678253
	Iteration 0F: 2 clusters Score -1987453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1962494.500000 Penalty: 957.356506
	Iteration 0F: 3 clusters Score -1962494 nChanged 17849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1973151.125000 Penalty: 957.356506
	Iteration 1F: 3 clusters Score -1973151 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -1973774.250000 Penalty: 957.356506
	Iteration 2Q: 3 clusters Score -1973774 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -1974477.125000 Penalty: 957.356506
	Iteration 3F: 3 clusters Score -1974477 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -1975201.000000 Penalty: 957.356506
	Iteration 4F: 3 clusters Score -1975201 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -1975986.125000 Penalty: 957.356506
	Iteration 5F: 3 clusters Score -1975986 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -1976794.875000 Penalty: 957.356506
	Iteration 6Q: 3 clusters Score -1976795 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -1977628.750000 Penalty: 957.356506
	Iteration 7Q: 3 clusters Score -1977629 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -1978617.125000 Penalty: 957.356506
	Iteration 8Q: 3 clusters Score -1978617 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -1979642.750000 Penalty: 957.356506
	Iteration 9Q: 3 clusters Score -1979643 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -1980534.125000 Penalty: 957.356506
	Iteration 10Q: 3 clusters Score -1980534 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -1981071.625000 Penalty: 957.356506
	Iteration 11Q: 3 clusters Score -1981072 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -1981350.250000 Penalty: 957.356506
	Iteration 12Q: 3 clusters Score -1981350 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -1981493.875000 Penalty: 957.356506
	Iteration 13Q: 3 clusters Score -1981494 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -1981632.500000 Penalty: 957.356506
	Iteration 14Q: 3 clusters Score -1981632 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -1981783.750000 Penalty: 957.356506
	Iteration 15Q: 3 clusters Score -1981784 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -1981942.875000 Penalty: 957.356506
	Iteration 16Q: 3 clusters Score -1981943 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -1982102.500000 Penalty: 957.356506
	Iteration 17Q: 3 clusters Score -1982102 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -1982313.000000 Penalty: 957.356506
	Iteration 18Q: 3 clusters Score -1982313 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -1982586.625000 Penalty: 957.356506
	Iteration 19Q: 3 clusters Score -1982587 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -1982891.250000 Penalty: 957.356506
	Iteration 20F: 3 clusters Score -1982891 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -1983219.750000 Penalty: 957.356506
	Iteration 21Q: 3 clusters Score -1983220 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -1983559.000000 Penalty: 957.356506
	Iteration 22Q: 3 clusters Score -1983559 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -1983917.125000 Penalty: 957.356506
	Iteration 23Q: 3 clusters Score -1983917 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -1984318.125000 Penalty: 957.356506
	Iteration 24Q: 3 clusters Score -1984318 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -1984733.875000 Penalty: 957.356506
	Iteration 25Q: 3 clusters Score -1984734 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -1985131.000000 Penalty: 957.356506
	Iteration 26Q: 3 clusters Score -1985131 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -1985510.625000 Penalty: 957.356506
	Iteration 27Q: 3 clusters Score -1985511 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -1985903.500000 Penalty: 957.356506
	Iteration 28Q: 3 clusters Score -1985904 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -1986249.875000 Penalty: 957.356506
	Iteration 29Q: 3 clusters Score -1986250 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -1986523.500000 Penalty: 957.356506
	Iteration 30Q: 3 clusters Score -1986524 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -1986717.000000 Penalty: 957.356506
	Iteration 31Q: 3 clusters Score -1986717 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -1986873.625000 Penalty: 957.356506
	Iteration 32Q: 3 clusters Score -1986874 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -1986966.250000 Penalty: 957.356506
	Iteration 33Q: 3 clusters Score -1986966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -1987023.625000 Penalty: 957.356506
	Iteration 34Q: 3 clusters Score -1987024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -1987063.250000 Penalty: 957.356506
	Iteration 35Q: 3 clusters Score -1987063 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -1987084.125000 Penalty: 957.356506
	Iteration 36Q: 3 clusters Score -1987084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -1987099.375000 Penalty: 957.356506
	Iteration 37Q: 3 clusters Score -1987099 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -1987120.000000 Penalty: 957.356506
	Iteration 38Q: 3 clusters Score -1987120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -1987128.125000 Penalty: 957.356506
	Iteration 39Q: 3 clusters Score -1987128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -1987132.875000 Penalty: 957.356506
	Iteration 40F: 3 clusters Score -1987133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -1987131.750000 Penalty: 957.356506
	Iteration 41Q: 3 clusters Score -1987132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -1987134.500000 Penalty: 957.356506
	Iteration 42Q: 3 clusters Score -1987134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -1987134.500000 Penalty: 957.356506
	Iteration 43Q: 3 clusters Score -1987134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -1987137.250000 Penalty: 957.356506
	Iteration 44Q: 3 clusters Score -1987137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -1987135.250000 Penalty: 957.356506
	Iteration 45Q: 3 clusters Score -1987135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -1987135.750000 Penalty: 957.356506
	Iteration 46Q: 3 clusters Score -1987136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -1987136.625000 Penalty: 957.356506
	Iteration 47Q: 3 clusters Score -1987137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -1987136.625000 Penalty: 957.356506
	Iteration 48F: 3 clusters Score -1987137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -8093.052246 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -8093.052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7808.212891 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -7808.213 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7926.250488 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -7926.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7953.408691 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -7953.409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7965.949219 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -7965.949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7991.130859 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -7991.131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8028.019043 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -8028.019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8045.958984 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -8045.959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8058.148926 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -8058.149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8061.240234 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -8061.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8064.124512 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -8064.125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8065.675293 Penalty: 485.715973
	Iteration 10Q: 3 clusters Score -8065.675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8065.675293 Penalty: 485.715973
	Iteration 11F: 3 clusters Score -8065.675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -32153.726562 Penalty: 294.842010
	Iteration 0F: 2 clusters Score -32153.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -31583.195312 Penalty: 589.684021
	Iteration 0F: 3 clusters Score -31583.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -31895.048828 Penalty: 589.684021
	Iteration 1F: 3 clusters Score -31895.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -32039.630859 Penalty: 589.684021
	Iteration 2F: 3 clusters Score -32039.63 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -32123.824219 Penalty: 589.684021
	Iteration 3F: 3 clusters Score -32123.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -32201.455078 Penalty: 589.684021
	Iteration 4Q: 3 clusters Score -32201.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -32264.347656 Penalty: 589.684021
	Iteration 5Q: 3 clusters Score -32264.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -32326.164062 Penalty: 589.684021
	Iteration 6Q: 3 clusters Score -32326.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -32370.720703 Penalty: 589.684021
	Iteration 7Q: 3 clusters Score -32370.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -32393.441406 Penalty: 589.684021
	Iteration 8Q: 3 clusters Score -32393.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -32405.558594 Penalty: 589.684021
	Iteration 9Q: 3 clusters Score -32405.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -32413.591797 Penalty: 589.684021
	Iteration 10Q: 3 clusters Score -32413.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -32434.154297 Penalty: 589.684021
	Iteration 11Q: 3 clusters Score -32434.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -32457.488281 Penalty: 589.684021
	Iteration 12Q: 3 clusters Score -32457.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -32472.318359 Penalty: 589.684021
	Iteration 13Q: 3 clusters Score -32472.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -32481.187500 Penalty: 589.684021
	Iteration 14Q: 3 clusters Score -32481.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -32494.300781 Penalty: 589.684021
	Iteration 15Q: 3 clusters Score -32494.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -32525.041016 Penalty: 589.684021
	Iteration 16Q: 3 clusters Score -32525.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -32528.960938 Penalty: 589.684021
	Iteration 17Q: 3 clusters Score -32528.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -32528.960938 Penalty: 589.684021
	Iteration 18F: 3 clusters Score -32528.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37064 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 169 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3109 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
Score: -10135180.000000 Penalty: 21556.558594
Splitting cluster 22 changes total score from -10135072.000000 to -10135180.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 23 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -3763.830322 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -3763.83 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 107 members 
Entering Unmasked Estep 
Score: -3515.361816 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -3515.362 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3656.631592 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -3656.632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3730.529785 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -3730.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -3788.074463 Penalty: 486.586761
	Iteration 3F: 3 clusters Score -3788.074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -3822.062256 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -3822.062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -3825.446045 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -3825.446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -3825.446045 Penalty: 486.586761
	Iteration 6F: 3 clusters Score -3825.446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37064 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 169 members 
Mstep: Class 23 contains 96 members 
Mstep: Class 24 contains 3109 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Mstep: Class 40 contains 114 members 
Entering Unmasked Estep 
Score: -10134932.000000 Penalty: 22109.291016
Splitting cluster 23 changes total score from -10135072.000000 to -10134932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (3109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Entering Unmasked Estep 
Score: -160917.500000 Penalty: 365.913544
	Iteration 0F: 2 clusters Score -160917.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -158815.593750 Penalty: 731.827087
	Iteration 0F: 3 clusters Score -158815.6 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -159666.187500 Penalty: 731.827087
	Iteration 1F: 3 clusters Score -159666.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -159817.453125 Penalty: 731.827087
	Iteration 2F: 3 clusters Score -159817.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -159953.375000 Penalty: 731.827087
	Iteration 3F: 3 clusters Score -159953.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -160087.625000 Penalty: 731.827087
	Iteration 4F: 3 clusters Score -160087.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -160186.171875 Penalty: 731.827087
	Iteration 5F: 3 clusters Score -160186.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -160233.265625 Penalty: 731.827087
	Iteration 6Q: 3 clusters Score -160233.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -160254.484375 Penalty: 731.827087
	Iteration 7Q: 3 clusters Score -160254.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -160266.046875 Penalty: 731.827087
	Iteration 8Q: 3 clusters Score -160266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -160275.031250 Penalty: 731.827087
	Iteration 9Q: 3 clusters Score -160275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -160281.859375 Penalty: 731.827087
	Iteration 10Q: 3 clusters Score -160281.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -160288.890625 Penalty: 731.827087
	Iteration 11Q: 3 clusters Score -160288.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -160292.437500 Penalty: 731.827087
	Iteration 12Q: 3 clusters Score -160292.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -160296.515625 Penalty: 731.827087
	Iteration 13Q: 3 clusters Score -160296.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -160303.109375 Penalty: 731.827087
	Iteration 14Q: 3 clusters Score -160303.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -160306.171875 Penalty: 731.827087
	Iteration 15Q: 3 clusters Score -160306.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -160308.281250 Penalty: 731.827087
	Iteration 16Q: 3 clusters Score -160308.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -160309.703125 Penalty: 731.827087
	Iteration 17Q: 3 clusters Score -160309.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -160311.265625 Penalty: 731.827087
	Iteration 18Q: 3 clusters Score -160311.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -160312.609375 Penalty: 731.827087
	Iteration 19Q: 3 clusters Score -160312.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -160313.500000 Penalty: 731.827087
	Iteration 20F: 3 clusters Score -160313.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -160314.125000 Penalty: 731.827087
	Iteration 21Q: 3 clusters Score -160314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -160314.296875 Penalty: 731.827087
	Iteration 22Q: 3 clusters Score -160314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -160314.671875 Penalty: 731.827087
	Iteration 23Q: 3 clusters Score -160314.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -160314.671875 Penalty: 731.827087
	Iteration 24F: 3 clusters Score -160314.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -65281.125000 Penalty: 323.163727
	Iteration 0F: 2 clusters Score -65281.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -64340.406250 Penalty: 646.327454
	Iteration 0F: 3 clusters Score -64340.41 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -64613.421875 Penalty: 646.327454
	Iteration 1F: 3 clusters Score -64613.42 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -64680.894531 Penalty: 646.327454
	Iteration 2F: 3 clusters Score -64680.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -64732.156250 Penalty: 646.327454
	Iteration 3F: 3 clusters Score -64732.16 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -64775.695312 Penalty: 646.327454
	Iteration 4F: 3 clusters Score -64775.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -64811.707031 Penalty: 646.327454
	Iteration 5Q: 3 clusters Score -64811.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -64844.425781 Penalty: 646.327454
	Iteration 6Q: 3 clusters Score -64844.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -64864.363281 Penalty: 646.327454
	Iteration 7Q: 3 clusters Score -64864.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -64889.273438 Penalty: 646.327454
	Iteration 8Q: 3 clusters Score -64889.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -64917.406250 Penalty: 646.327454
	Iteration 9Q: 3 clusters Score -64917.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -64940.113281 Penalty: 646.327454
	Iteration 10Q: 3 clusters Score -64940.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -64955.652344 Penalty: 646.327454
	Iteration 11Q: 3 clusters Score -64955.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -64965.687500 Penalty: 646.327454
	Iteration 12Q: 3 clusters Score -64965.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -64969.937500 Penalty: 646.327454
	Iteration 13Q: 3 clusters Score -64969.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -64973.132812 Penalty: 646.327454
	Iteration 14Q: 3 clusters Score -64973.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -64975.433594 Penalty: 646.327454
	Iteration 15Q: 3 clusters Score -64975.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -64980.015625 Penalty: 646.327454
	Iteration 16Q: 3 clusters Score -64980.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -64983.558594 Penalty: 646.327454
	Iteration 17Q: 3 clusters Score -64983.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -64987.234375 Penalty: 646.327454
	Iteration 18Q: 3 clusters Score -64987.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -64992.738281 Penalty: 646.327454
	Iteration 19Q: 3 clusters Score -64992.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -64999.421875 Penalty: 646.327454
	Iteration 20F: 3 clusters Score -64999.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -65005.148438 Penalty: 646.327454
	Iteration 21Q: 3 clusters Score -65005.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -65009.570312 Penalty: 646.327454
	Iteration 22Q: 3 clusters Score -65009.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -65014.179688 Penalty: 646.327454
	Iteration 23Q: 3 clusters Score -65014.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -65017.382812 Penalty: 646.327454
	Iteration 24Q: 3 clusters Score -65017.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -65019.765625 Penalty: 646.327454
	Iteration 25Q: 3 clusters Score -65019.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -65022.968750 Penalty: 646.327454
	Iteration 26Q: 3 clusters Score -65022.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -65024.058594 Penalty: 646.327454
	Iteration 27Q: 3 clusters Score -65024.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -65025.496094 Penalty: 646.327454
	Iteration 28Q: 3 clusters Score -65025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -65026.183594 Penalty: 646.327454
	Iteration 29Q: 3 clusters Score -65026.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -65026.628906 Penalty: 646.327454
	Iteration 30Q: 3 clusters Score -65026.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -65028.359375 Penalty: 646.327454
	Iteration 31Q: 3 clusters Score -65028.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -65029.960938 Penalty: 646.327454
	Iteration 32Q: 3 clusters Score -65029.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -65030.851562 Penalty: 646.327454
	Iteration 33Q: 3 clusters Score -65030.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -65031.582031 Penalty: 646.327454
	Iteration 34Q: 3 clusters Score -65031.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -65033.046875 Penalty: 646.327454
	Iteration 35Q: 3 clusters Score -65033.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -65033.640625 Penalty: 646.327454
	Iteration 36Q: 3 clusters Score -65033.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -65034.648438 Penalty: 646.327454
	Iteration 37Q: 3 clusters Score -65034.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -65037.203125 Penalty: 646.327454
	Iteration 38Q: 3 clusters Score -65037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -65038.535156 Penalty: 646.327454
	Iteration 39Q: 3 clusters Score -65038.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -65040.242188 Penalty: 646.327454
	Iteration 40F: 3 clusters Score -65040.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -65043.128906 Penalty: 646.327454
	Iteration 41Q: 3 clusters Score -65043.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -65043.957031 Penalty: 646.327454
	Iteration 42Q: 3 clusters Score -65043.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -65043.957031 Penalty: 646.327454
	Iteration 43F: 3 clusters Score -65043.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -10513.643555 Penalty: 268.069794
	Iteration 0F: 2 clusters Score -10513.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10128.910156 Penalty: 536.139587
	Iteration 0F: 3 clusters Score -10128.91 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10229.376953 Penalty: 536.139587
	Iteration 1F: 3 clusters Score -10229.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10250.384766 Penalty: 536.139587
	Iteration 2F: 3 clusters Score -10250.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10262.581055 Penalty: 536.139587
	Iteration 3Q: 3 clusters Score -10262.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10273.603516 Penalty: 536.139587
	Iteration 4Q: 3 clusters Score -10273.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10284.671875 Penalty: 536.139587
	Iteration 5Q: 3 clusters Score -10284.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10296.050781 Penalty: 536.139587
	Iteration 6Q: 3 clusters Score -10296.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10301.003906 Penalty: 536.139587
	Iteration 7Q: 3 clusters Score -10301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10308.508789 Penalty: 536.139587
	Iteration 8Q: 3 clusters Score -10308.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10312.328125 Penalty: 536.139587
	Iteration 9Q: 3 clusters Score -10312.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10315.525391 Penalty: 536.139587
	Iteration 10Q: 3 clusters Score -10315.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10320.567383 Penalty: 536.139587
	Iteration 11Q: 3 clusters Score -10320.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10324.548828 Penalty: 536.139587
	Iteration 12Q: 3 clusters Score -10324.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10325.979492 Penalty: 536.139587
	Iteration 13Q: 3 clusters Score -10325.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10328.990234 Penalty: 536.139587
	Iteration 14Q: 3 clusters Score -10328.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10332.650391 Penalty: 536.139587
	Iteration 15Q: 3 clusters Score -10332.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10333.621094 Penalty: 536.139587
	Iteration 16Q: 3 clusters Score -10333.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10333.621094 Penalty: 536.139587
	Iteration 17F: 3 clusters Score -10333.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Entering Unmasked Estep 
Score: -507033.656250 Penalty: 419.193176
	Iteration 0F: 2 clusters Score -507033.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -500409.812500 Penalty: 838.386353
	Iteration 0F: 3 clusters Score -500409.8 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -504118.343750 Penalty: 838.386353
	Iteration 1F: 3 clusters Score -504118.3 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -505321.781250 Penalty: 838.386353
	Iteration 2F: 3 clusters Score -505321.8 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -506214.468750 Penalty: 838.386353
	Iteration 3F: 3 clusters Score -506214.5 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -506716.718750 Penalty: 838.386353
	Iteration 4F: 3 clusters Score -506716.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -506979.437500 Penalty: 838.386353
	Iteration 5Q: 3 clusters Score -506979.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -507123.750000 Penalty: 838.386353
	Iteration 6Q: 3 clusters Score -507123.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -507200.718750 Penalty: 838.386353
	Iteration 7Q: 3 clusters Score -507200.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -507254.625000 Penalty: 838.386353
	Iteration 8Q: 3 clusters Score -507254.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -507297.937500 Penalty: 838.386353
	Iteration 9Q: 3 clusters Score -507297.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -507332.500000 Penalty: 838.386353
	Iteration 10Q: 3 clusters Score -507332.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -507362.562500 Penalty: 838.386353
	Iteration 11Q: 3 clusters Score -507362.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -507397.343750 Penalty: 838.386353
	Iteration 12Q: 3 clusters Score -507397.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -507428.562500 Penalty: 838.386353
	Iteration 13Q: 3 clusters Score -507428.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -507462.375000 Penalty: 838.386353
	Iteration 14Q: 3 clusters Score -507462.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -507483.218750 Penalty: 838.386353
	Iteration 15Q: 3 clusters Score -507483.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -507502.562500 Penalty: 838.386353
	Iteration 16Q: 3 clusters Score -507502.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -507524.062500 Penalty: 838.386353
	Iteration 17Q: 3 clusters Score -507524.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -507537.437500 Penalty: 838.386353
	Iteration 18Q: 3 clusters Score -507537.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -507548.250000 Penalty: 838.386353
	Iteration 19Q: 3 clusters Score -507548.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -507552.312500 Penalty: 838.386353
	Iteration 20F: 3 clusters Score -507552.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -507559.656250 Penalty: 838.386353
	Iteration 21Q: 3 clusters Score -507559.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -507564.125000 Penalty: 838.386353
	Iteration 22Q: 3 clusters Score -507564.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -507565.281250 Penalty: 838.386353
	Iteration 23Q: 3 clusters Score -507565.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -507567.781250 Penalty: 838.386353
	Iteration 24Q: 3 clusters Score -507567.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -507570.218750 Penalty: 838.386353
	Iteration 25Q: 3 clusters Score -507570.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -507572.125000 Penalty: 838.386353
	Iteration 26Q: 3 clusters Score -507572.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -507572.843750 Penalty: 838.386353
	Iteration 27Q: 3 clusters Score -507572.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -507574.531250 Penalty: 838.386353
	Iteration 28Q: 3 clusters Score -507574.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -507573.593750 Penalty: 838.386353
	Iteration 29Q: 3 clusters Score -507573.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -507576.312500 Penalty: 838.386353
	Iteration 30Q: 3 clusters Score -507576.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -507580.031250 Penalty: 838.386353
	Iteration 31Q: 3 clusters Score -507580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -507581.062500 Penalty: 838.386353
	Iteration 32Q: 3 clusters Score -507581.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -507582.687500 Penalty: 838.386353
	Iteration 33Q: 3 clusters Score -507582.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -507583.343750 Penalty: 838.386353
	Iteration 34Q: 3 clusters Score -507583.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -507584.875000 Penalty: 838.386353
	Iteration 35Q: 3 clusters Score -507584.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -507584.812500 Penalty: 838.386353
	Iteration 36Q: 3 clusters Score -507584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -507585.968750 Penalty: 838.386353
	Iteration 37Q: 3 clusters Score -507586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -507586.500000 Penalty: 838.386353
	Iteration 38Q: 3 clusters Score -507586.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -507587.781250 Penalty: 838.386353
	Iteration 39Q: 3 clusters Score -507587.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -507588.468750 Penalty: 838.386353
	Iteration 40F: 3 clusters Score -507588.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -507588.562500 Penalty: 838.386353
	Iteration 41Q: 3 clusters Score -507588.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -507588.125000 Penalty: 838.386353
	Iteration 42Q: 3 clusters Score -507588.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -507589.093750 Penalty: 838.386353
	Iteration 43Q: 3 clusters Score -507589.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -507589.937500 Penalty: 838.386353
	Iteration 44Q: 3 clusters Score -507589.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -507589.968750 Penalty: 838.386353
	Iteration 45Q: 3 clusters Score -507590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -507589.562500 Penalty: 838.386353
	Iteration 46Q: 3 clusters Score -507589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -507591.187500 Penalty: 838.386353
	Iteration 47Q: 3 clusters Score -507591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -507592.250000 Penalty: 838.386353
	Iteration 48Q: 3 clusters Score -507592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -507592.250000 Penalty: 838.386353
	Iteration 49F: 3 clusters Score -507592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37064 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 169 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3109 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Mstep: Class 40 contains 8329 members 
Entering Unmasked Estep 
Score: -10135594.000000 Penalty: 22109.291016
Splitting cluster 27 changes total score from -10135072.000000 to -10135594.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -468817.812500 Penalty: 409.477051
	Iteration 0F: 2 clusters Score -468817.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -463368.375000 Penalty: 818.954102
	Iteration 0F: 3 clusters Score -463368.4 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -465498.312500 Penalty: 818.954102
	Iteration 1F: 3 clusters Score -465498.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -465663.687500 Penalty: 818.954102
	Iteration 2Q: 3 clusters Score -465663.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -465836.843750 Penalty: 818.954102
	Iteration 3F: 3 clusters Score -465836.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -466035.218750 Penalty: 818.954102
	Iteration 4Q: 3 clusters Score -466035.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -466236.000000 Penalty: 818.954102
	Iteration 5F: 3 clusters Score -466236 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -466488.625000 Penalty: 818.954102
	Iteration 6F: 3 clusters Score -466488.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -466808.812500 Penalty: 818.954102
	Iteration 7F: 3 clusters Score -466808.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -467162.843750 Penalty: 818.954102
	Iteration 8F: 3 clusters Score -467162.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -467521.156250 Penalty: 818.954102
	Iteration 9Q: 3 clusters Score -467521.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -467756.250000 Penalty: 818.954102
	Iteration 10Q: 3 clusters Score -467756.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -467907.031250 Penalty: 818.954102
	Iteration 11Q: 3 clusters Score -467907 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -468001.531250 Penalty: 818.954102
	Iteration 12Q: 3 clusters Score -468001.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -468076.343750 Penalty: 818.954102
	Iteration 13Q: 3 clusters Score -468076.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -468120.437500 Penalty: 818.954102
	Iteration 14Q: 3 clusters Score -468120.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -468151.812500 Penalty: 818.954102
	Iteration 15Q: 3 clusters Score -468151.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -468178.031250 Penalty: 818.954102
	Iteration 16Q: 3 clusters Score -468178 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -468198.812500 Penalty: 818.954102
	Iteration 17Q: 3 clusters Score -468198.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -468221.562500 Penalty: 818.954102
	Iteration 18Q: 3 clusters Score -468221.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -468245.125000 Penalty: 818.954102
	Iteration 19Q: 3 clusters Score -468245.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -468268.281250 Penalty: 818.954102
	Iteration 20F: 3 clusters Score -468268.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -468290.062500 Penalty: 818.954102
	Iteration 21Q: 3 clusters Score -468290.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -468302.937500 Penalty: 818.954102
	Iteration 22Q: 3 clusters Score -468302.9 nChanged 31
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: -468310.843750 Penalty: 818.954102
	Iteration 23Q: 3 clusters Score -468310.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -468322.906250 Penalty: 818.954102
	Iteration 24Q: 3 clusters Score -468322.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -468336.968750 Penalty: 818.954102
	Iteration 25Q: 3 clusters Score -468337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -468347.718750 Penalty: 818.954102
	Iteration 26Q: 3 clusters Score -468347.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -468358.906250 Penalty: 818.954102
	Iteration 27Q: 3 clusters Score -468358.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -468366.812500 Penalty: 818.954102
	Iteration 28Q: 3 clusters Score -468366.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -468372.937500 Penalty: 818.954102
	Iteration 29Q: 3 clusters Score -468372.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -468379.781250 Penalty: 818.954102
	Iteration 30Q: 3 clusters Score -468379.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -468386.875000 Penalty: 818.954102
	Iteration 31Q: 3 clusters Score -468386.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -468395.843750 Penalty: 818.954102
	Iteration 32Q: 3 clusters Score -468395.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -468403.250000 Penalty: 818.954102
	Iteration 33Q: 3 clusters Score -468403.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -468407.656250 Penalty: 818.954102
	Iteration 34Q: 3 clusters Score -468407.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -468409.375000 Penalty: 818.954102
	Iteration 35Q: 3 clusters Score -468409.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -468413.281250 Penalty: 818.954102
	Iteration 36Q: 3 clusters Score -468413.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -468415.125000 Penalty: 818.954102
	Iteration 37Q: 3 clusters Score -468415.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -468417.531250 Penalty: 818.954102
	Iteration 38Q: 3 clusters Score -468417.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -468419.843750 Penalty: 818.954102
	Iteration 39Q: 3 clusters Score -468419.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -468422.000000 Penalty: 818.954102
	Iteration 40F: 3 clusters Score -468422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -468423.343750 Penalty: 818.954102
	Iteration 41Q: 3 clusters Score -468423.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -468425.000000 Penalty: 818.954102
	Iteration 42Q: 3 clusters Score -468425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -468424.625000 Penalty: 818.954102
	Iteration 43Q: 3 clusters Score -468424.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -468426.593750 Penalty: 818.954102
	Iteration 44Q: 3 clusters Score -468426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -468429.625000 Penalty: 818.954102
	Iteration 45Q: 3 clusters Score -468429.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -468433.687500 Penalty: 818.954102
	Iteration 46Q: 3 clusters Score -468433.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -468439.750000 Penalty: 818.954102
	Iteration 47Q: 3 clusters Score -468439.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -468449.375000 Penalty: 818.954102
	Iteration 48Q: 3 clusters Score -468449.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -468458.937500 Penalty: 818.954102
	Iteration 49Q: 3 clusters Score -468458.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -468474.218750 Penalty: 818.954102
	Iteration 50Q: 3 clusters Score -468474.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -468499.968750 Penalty: 818.954102
	Iteration 51Q: 3 clusters Score -468500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -468525.468750 Penalty: 818.954102
	Iteration 52Q: 3 clusters Score -468525.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -468550.968750 Penalty: 818.954102
	Iteration 53Q: 3 clusters Score -468551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -468571.312500 Penalty: 818.954102
	Iteration 54Q: 3 clusters Score -468571.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -468589.656250 Penalty: 818.954102
	Iteration 55Q: 3 clusters Score -468589.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -468596.562500 Penalty: 818.954102
	Iteration 56Q: 3 clusters Score -468596.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -468600.531250 Penalty: 818.954102
	Iteration 57Q: 3 clusters Score -468600.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -468603.093750 Penalty: 818.954102
	Iteration 58Q: 3 clusters Score -468603.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -468604.781250 Penalty: 818.954102
	Iteration 59Q: 3 clusters Score -468604.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -468605.125000 Penalty: 818.954102
	Iteration 60F: 3 clusters Score -468605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -468605.843750 Penalty: 818.954102
	Iteration 61Q: 3 clusters Score -468605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -468606.093750 Penalty: 818.954102
	Iteration 62Q: 3 clusters Score -468606.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -468606.312500 Penalty: 818.954102
	Iteration 63Q: 3 clusters Score -468606.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -468606.812500 Penalty: 818.954102
	Iteration 64Q: 3 clusters Score -468606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -468608.218750 Penalty: 818.954102
	Iteration 65Q: 3 clusters Score -468608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -468608.218750 Penalty: 818.954102
	Iteration 66F: 3 clusters Score -468608.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -3864.932861 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -3864.933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3674.915771 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -3674.916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3697.927734 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -3697.928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3720.272217 Penalty: 407.437653
	Iteration 2F: 3 clusters Score -3720.272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3722.863525 Penalty: 407.437653
	Iteration 3Q: 3 clusters Score -3722.864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3727.327393 Penalty: 407.437653
	Iteration 4Q: 3 clusters Score -3727.327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3728.175293 Penalty: 407.437653
	Iteration 5Q: 3 clusters Score -3728.175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3728.175293 Penalty: 407.437653
	Iteration 6F: 3 clusters Score -3728.175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -48405.843750 Penalty: 311.632507
	Iteration 0F: 2 clusters Score -48405.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -47656.238281 Penalty: 623.265015
	Iteration 0F: 3 clusters Score -47656.24 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -48283.363281 Penalty: 623.265015
	Iteration 1F: 3 clusters Score -48283.36 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48486.292969 Penalty: 623.265015
	Iteration 2F: 3 clusters Score -48486.29 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48601.644531 Penalty: 623.265015
	Iteration 3F: 3 clusters Score -48601.64 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48657.308594 Penalty: 623.265015
	Iteration 4Q: 3 clusters Score -48657.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48696.417969 Penalty: 623.265015
	Iteration 5Q: 3 clusters Score -48696.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48738.390625 Penalty: 623.265015
	Iteration 6Q: 3 clusters Score -48738.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48789.687500 Penalty: 623.265015
	Iteration 7Q: 3 clusters Score -48789.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48838.519531 Penalty: 623.265015
	Iteration 8Q: 3 clusters Score -48838.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48860.828125 Penalty: 623.265015
	Iteration 9Q: 3 clusters Score -48860.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48866.703125 Penalty: 623.265015
	Iteration 10Q: 3 clusters Score -48866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48868.292969 Penalty: 623.265015
	Iteration 11Q: 3 clusters Score -48868.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48868.742188 Penalty: 623.265015
	Iteration 12Q: 3 clusters Score -48868.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48869.296875 Penalty: 623.265015
	Iteration 13Q: 3 clusters Score -48869.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48870.007812 Penalty: 623.265015
	Iteration 14Q: 3 clusters Score -48870.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48871.367188 Penalty: 623.265015
	Iteration 15Q: 3 clusters Score -48871.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48871.539062 Penalty: 623.265015
	Iteration 16Q: 3 clusters Score -48871.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48871.539062 Penalty: 623.265015
	Iteration 17F: 3 clusters Score -48871.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37064 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 169 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3109 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Mstep: Class 40 contains 8329 members 
Mstep: Class 41 contains 227 members 
Entering Unmasked Estep 
Score: -10135819.000000 Penalty: 22662.021484
Splitting cluster 30 changes total score from -10135072.000000 to -10135819.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 31 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -6283.973145 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -6283.973 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 114 members 
Entering Unmasked Estep 
Score: -5987.932129 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -5987.932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6077.001465 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -6077.001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6119.687012 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -6119.687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6127.974121 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -6127.974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6130.610840 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -6130.611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6130.750977 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -6130.751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6130.750977 Penalty: 489.570648
	Iteration 6F: 3 clusters Score -6130.751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (69 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Entering Unmasked Estep 
Score: -3526.453857 Penalty: 192.651840
	Iteration 0F: 2 clusters Score -3526.454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3375.124268 Penalty: 385.303680
	Iteration 0F: 3 clusters Score -3375.124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3396.778320 Penalty: 385.303680
	Iteration 1F: 3 clusters Score -3396.778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -26432.613281 Penalty: 290.832245
	Iteration 0F: 2 clusters Score -26432.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25930.630859 Penalty: 581.664490
	Iteration 0F: 3 clusters Score -25930.63 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26384.804688 Penalty: 581.664490
	Iteration 1F: 3 clusters Score -26384.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26610.343750 Penalty: 581.664490
	Iteration 2F: 3 clusters Score -26610.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26668.222656 Penalty: 581.664490
	Iteration 3F: 3 clusters Score -26668.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26684.615234 Penalty: 581.664490
	Iteration 4Q: 3 clusters Score -26684.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26696.744141 Penalty: 581.664490
	Iteration 5Q: 3 clusters Score -26696.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26703.804688 Penalty: 581.664490
	Iteration 6Q: 3 clusters Score -26703.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26706.921875 Penalty: 581.664490
	Iteration 7Q: 3 clusters Score -26706.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26711.835938 Penalty: 581.664490
	Iteration 8Q: 3 clusters Score -26711.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26726.441406 Penalty: 581.664490
	Iteration 9Q: 3 clusters Score -26726.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26735.996094 Penalty: 581.664490
	Iteration 10Q: 3 clusters Score -26736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26737.884766 Penalty: 581.664490
	Iteration 11Q: 3 clusters Score -26737.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26738.408203 Penalty: 581.664490
	Iteration 12Q: 3 clusters Score -26738.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26738.408203 Penalty: 581.664490
	Iteration 13F: 3 clusters Score -26738.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37064 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 169 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3109 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Mstep: Class 40 contains 8329 members 
Mstep: Class 41 contains 227 members 
Mstep: Class 42 contains 261 members 
Entering Unmasked Estep 
Score: -10135870.000000 Penalty: 23214.753906
Splitting cluster 33 changes total score from -10135072.000000 to -10135870.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 34 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -45967.972656 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -45967.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -45249.652344 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -45249.65 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -45865.503906 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -45865.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46210.125000 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -46210.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46305.007812 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -46305.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -46342.089844 Penalty: 618.205444
	Iteration 4Q: 3 clusters Score -46342.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -46365.941406 Penalty: 618.205444
	Iteration 5Q: 3 clusters Score -46365.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -46392.542969 Penalty: 618.205444
	Iteration 6Q: 3 clusters Score -46392.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46407.082031 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -46407.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -46425.359375 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -46425.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -46444.292969 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -46444.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -46461.847656 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -46461.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -46485.953125 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -46485.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -46494.031250 Penalty: 618.205444
	Iteration 12Q: 3 clusters Score -46494.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -46495.585938 Penalty: 618.205444
	Iteration 13Q: 3 clusters Score -46495.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -46495.585938 Penalty: 618.205444
	Iteration 14F: 3 clusters Score -46495.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37064 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 169 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3109 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1121 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Mstep: Class 40 contains 8329 members 
Mstep: Class 41 contains 227 members 
Mstep: Class 42 contains 261 members 
Mstep: Class 43 contains 451 members 
Entering Unmasked Estep 
Score: -10136139.000000 Penalty: 23767.486328
Splitting cluster 34 changes total score from -10135072.000000 to -10136139.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 35 (6224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Entering Unmasked Estep 
Score: -335332.812500 Penalty: 397.495636
	Iteration 0F: 2 clusters Score -335332.8 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 3047 members 
Entering Unmasked Estep 
Score: -331155.812500 Penalty: 794.991272
	Iteration 0F: 3 clusters Score -331155.8 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -332719.187500 Penalty: 794.991272
	Iteration 1F: 3 clusters Score -332719.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -332974.468750 Penalty: 794.991272
	Iteration 2F: 3 clusters Score -332974.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -333311.468750 Penalty: 794.991272
	Iteration 3F: 3 clusters Score -333311.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -333765.562500 Penalty: 794.991272
	Iteration 4F: 3 clusters Score -333765.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -334233.812500 Penalty: 794.991272
	Iteration 5F: 3 clusters Score -334233.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -334611.468750 Penalty: 794.991272
	Iteration 6F: 3 clusters Score -334611.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -334859.437500 Penalty: 794.991272
	Iteration 7Q: 3 clusters Score -334859.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -334997.156250 Penalty: 794.991272
	Iteration 8Q: 3 clusters Score -334997.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -335055.781250 Penalty: 794.991272
	Iteration 9Q: 3 clusters Score -335055.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -335078.031250 Penalty: 794.991272
	Iteration 10Q: 3 clusters Score -335078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -335090.968750 Penalty: 794.991272
	Iteration 11Q: 3 clusters Score -335091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -335099.218750 Penalty: 794.991272
	Iteration 12Q: 3 clusters Score -335099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -335103.468750 Penalty: 794.991272
	Iteration 13Q: 3 clusters Score -335103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -335104.875000 Penalty: 794.991272
	Iteration 14Q: 3 clusters Score -335104.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -335106.625000 Penalty: 794.991272
	Iteration 15Q: 3 clusters Score -335106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -335109.062500 Penalty: 794.991272
	Iteration 16Q: 3 clusters Score -335109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -335113.062500 Penalty: 794.991272
	Iteration 17Q: 3 clusters Score -335113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -335113.062500 Penalty: 794.991272
	Iteration 18F: 3 clusters Score -335113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -5650.574707 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -5650.575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5422.165039 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -5422.165 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5546.746094 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -5546.746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5565.371094 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -5565.371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5578.437988 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -5578.438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5578.437988 Penalty: 458.951691
	Iteration 4F: 3 clusters Score -5578.438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -62686.738281 Penalty: 319.499939
	Iteration 0F: 2 clusters Score -62686.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -61779.796875 Penalty: 638.999878
	Iteration 0F: 3 clusters Score -61779.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -62144.871094 Penalty: 638.999878
	Iteration 1F: 3 clusters Score -62144.87 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -62413.976562 Penalty: 638.999878
	Iteration 2F: 3 clusters Score -62413.98 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -62708.773438 Penalty: 638.999878
	Iteration 3F: 3 clusters Score -62708.77 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -62849.625000 Penalty: 638.999878
	Iteration 4F: 3 clusters Score -62849.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -62873.046875 Penalty: 638.999878
	Iteration 5Q: 3 clusters Score -62873.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -62886.503906 Penalty: 638.999878
	Iteration 6Q: 3 clusters Score -62886.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -62895.636719 Penalty: 638.999878
	Iteration 7Q: 3 clusters Score -62895.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -62902.902344 Penalty: 638.999878
	Iteration 8Q: 3 clusters Score -62902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -62908.816406 Penalty: 638.999878
	Iteration 9Q: 3 clusters Score -62908.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -62913.085938 Penalty: 638.999878
	Iteration 10Q: 3 clusters Score -62913.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -62917.964844 Penalty: 638.999878
	Iteration 11Q: 3 clusters Score -62917.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -62921.988281 Penalty: 638.999878
	Iteration 12Q: 3 clusters Score -62921.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -62923.757812 Penalty: 638.999878
	Iteration 13Q: 3 clusters Score -62923.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -62925.652344 Penalty: 638.999878
	Iteration 14Q: 3 clusters Score -62925.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -62926.636719 Penalty: 638.999878
	Iteration 15Q: 3 clusters Score -62926.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -62927.750000 Penalty: 638.999878
	Iteration 16Q: 3 clusters Score -62927.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -62929.449219 Penalty: 638.999878
	Iteration 17Q: 3 clusters Score -62929.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -62930.046875 Penalty: 638.999878
	Iteration 18Q: 3 clusters Score -62930.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -62930.832031 Penalty: 638.999878
	Iteration 19Q: 3 clusters Score -62930.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -62931.058594 Penalty: 638.999878
	Iteration 20F: 3 clusters Score -62931.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -62931.320312 Penalty: 638.999878
	Iteration 21Q: 3 clusters Score -62931.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -62931.546875 Penalty: 638.999878
	Iteration 22Q: 3 clusters Score -62931.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -62931.546875 Penalty: 638.999878
	Iteration 23F: 3 clusters Score -62931.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37064 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 169 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3109 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 588 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 709 members 
Mstep: Class 40 contains 8329 members 
Mstep: Class 41 contains 227 members 
Mstep: Class 42 contains 261 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 533 members 
Entering Unmasked Estep 
Score: -10136155.000000 Penalty: 24320.218750
Splitting cluster 37 changes total score from -10135072.000000 to -10136155.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 38 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -164722.500000 Penalty: 362.809937
	Iteration 0F: 2 clusters Score -164722.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -162771.375000 Penalty: 725.619873
	Iteration 0F: 3 clusters Score -162771.4 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -163595.609375 Penalty: 725.619873
	Iteration 1F: 3 clusters Score -163595.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -163746.265625 Penalty: 725.619873
	Iteration 2F: 3 clusters Score -163746.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -163909.250000 Penalty: 725.619873
	Iteration 3F: 3 clusters Score -163909.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -164096.968750 Penalty: 725.619873
	Iteration 4F: 3 clusters Score -164097 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -164276.687500 Penalty: 725.619873
	Iteration 5F: 3 clusters Score -164276.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -164375.406250 Penalty: 725.619873
	Iteration 6Q: 3 clusters Score -164375.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -164437.062500 Penalty: 725.619873
	Iteration 7Q: 3 clusters Score -164437.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -164497.953125 Penalty: 725.619873
	Iteration 8Q: 3 clusters Score -164498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -164533.265625 Penalty: 725.619873
	Iteration 9Q: 3 clusters Score -164533.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -164552.343750 Penalty: 725.619873
	Iteration 10Q: 3 clusters Score -164552.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -164562.609375 Penalty: 725.619873
	Iteration 11Q: 3 clusters Score -164562.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -164571.531250 Penalty: 725.619873
	Iteration 12Q: 3 clusters Score -164571.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -164580.875000 Penalty: 725.619873
	Iteration 13Q: 3 clusters Score -164580.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -164584.437500 Penalty: 725.619873
	Iteration 14Q: 3 clusters Score -164584.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -164586.734375 Penalty: 725.619873
	Iteration 15Q: 3 clusters Score -164586.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -164587.062500 Penalty: 725.619873
	Iteration 16Q: 3 clusters Score -164587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -164587.828125 Penalty: 725.619873
	Iteration 17Q: 3 clusters Score -164587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -164588.812500 Penalty: 725.619873
	Iteration 18Q: 3 clusters Score -164588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -164589.062500 Penalty: 725.619873
	Iteration 19Q: 3 clusters Score -164589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -164589.937500 Penalty: 725.619873
	Iteration 20F: 3 clusters Score -164589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -164589.984375 Penalty: 725.619873
	Iteration 21Q: 3 clusters Score -164590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -164590.468750 Penalty: 725.619873
	Iteration 22Q: 3 clusters Score -164590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -164590.750000 Penalty: 725.619873
	Iteration 23Q: 3 clusters Score -164590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -164590.750000 Penalty: 725.619873
	Iteration 24F: 3 clusters Score -164590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -36024.609375 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -36024.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35424.757812 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -35424.76 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -36041.199219 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -36041.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -36405.406250 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -36405.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -36647.066406 Penalty: 597.310852
	Iteration 3F: 3 clusters Score -36647.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -36674.808594 Penalty: 597.310852
	Iteration 4Q: 3 clusters Score -36674.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -36705.351562 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -36705.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -36725.304688 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -36725.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -36744.753906 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -36744.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -36798.437500 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -36798.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -36805.789062 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -36805.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -36805.789062 Penalty: 597.310852
	Iteration 10F: 3 clusters Score -36805.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37064 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 169 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3109 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 588 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8329 members 
Mstep: Class 41 contains 227 members 
Mstep: Class 42 contains 261 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 533 members 
Mstep: Class 45 contains 480 members 
Entering Unmasked Estep 
Score: -10136677.000000 Penalty: 24872.951172
Splitting cluster 39 changes total score from -10135072.000000 to -10136677.000000
So it's getting split into cluster 45.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 37064 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 169 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3109 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 588 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137127.000000 Penalty: 24872.951172
Iteration 119Q: 46 clusters Score -1.013713e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102364 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 402 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 534 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 361 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 801 members 
Mstep: Class 20 contains 37070 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3105 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 737 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8240 members 
Mstep: Class 41 contains 212 members 
Mstep: Class 42 contains 238 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 528 members 
Mstep: Class 45 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137624.000000 Penalty: 24872.951172
Iteration 120F: 46 clusters Score -1.013762e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102364 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 233 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 782 members 
Mstep: Class 20 contains 37070 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 3098 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1714 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 724 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 573 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8296 members 
Mstep: Class 41 contains 209 members 
Mstep: Class 42 contains 251 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 533 members 
Mstep: Class 45 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137887.000000 Penalty: 24872.951172
Iteration 121Q: 46 clusters Score -1.013789e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 397 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 773 members 
Mstep: Class 20 contains 37075 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 3092 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 8099 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 713 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 435 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 557 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8303 members 
Mstep: Class 41 contains 209 members 
Mstep: Class 42 contains 259 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 536 members 
Mstep: Class 45 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138150.000000 Penalty: 24872.951172
Iteration 122Q: 46 clusters Score -1.013815e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102365 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 397 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 765 members 
Mstep: Class 20 contains 37079 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 3083 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 8100 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 717 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 434 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8304 members 
Mstep: Class 41 contains 212 members 
Mstep: Class 42 contains 258 members 
Mstep: Class 43 contains 443 members 
Mstep: Class 44 contains 531 members 
Mstep: Class 45 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138278.000000 Penalty: 24872.951172
Iteration 123Q: 46 clusters Score -1.013828e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 397 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 545 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 37086 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 205 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 3074 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1744 members 
Mstep: Class 28 contains 8100 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 721 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 68 members 
Mstep: Class 33 contains 351 members 
Mstep: Class 34 contains 432 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 540 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8303 members 
Mstep: Class 41 contains 212 members 
Mstep: Class 42 contains 261 members 
Mstep: Class 43 contains 444 members 
Mstep: Class 44 contains 523 members 
Mstep: Class 45 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138357.000000 Penalty: 24872.951172
Iteration 124Q: 46 clusters Score -1.013836e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102367 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 397 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 751 members 
Mstep: Class 20 contains 37092 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 205 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 3065 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1767 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 350 members 
Mstep: Class 34 contains 430 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 538 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8276 members 
Mstep: Class 41 contains 211 members 
Mstep: Class 42 contains 265 members 
Mstep: Class 43 contains 445 members 
Mstep: Class 44 contains 520 members 
Mstep: Class 45 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138366.000000 Penalty: 24872.951172
Iteration 125Q: 46 clusters Score -1.013837e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102367 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 745 members 
Mstep: Class 20 contains 37095 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 205 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 3062 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 734 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 350 members 
Mstep: Class 34 contains 430 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8247 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 269 members 
Mstep: Class 43 contains 444 members 
Mstep: Class 44 contains 517 members 
Mstep: Class 45 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138423.000000 Penalty: 24872.951172
Iteration 126Q: 46 clusters Score -1.013842e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102367 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 37096 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 205 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 3061 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 743 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 351 members 
Mstep: Class 34 contains 430 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 540 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8222 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 444 members 
Mstep: Class 44 contains 516 members 
Mstep: Class 45 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138488.000000 Penalty: 24872.951172
Iteration 127Q: 46 clusters Score -1.013849e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102368 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 730 members 
Mstep: Class 20 contains 37096 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 206 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1804 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 744 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 541 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8210 members 
Mstep: Class 41 contains 218 members 
Mstep: Class 42 contains 282 members 
Mstep: Class 43 contains 444 members 
Mstep: Class 44 contains 517 members 
Mstep: Class 45 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138562.000000 Penalty: 24872.951172
Iteration 128Q: 46 clusters Score -1.013856e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 479 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 206 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 339 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 543 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 221 members 
Mstep: Class 42 contains 287 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 516 members 
Mstep: Class 45 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138636.000000 Penalty: 24872.951172
Iteration 129Q: 46 clusters Score -1.013864e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 489 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 207 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 735 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8195 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 290 members 
Mstep: Class 43 contains 437 members 
Mstep: Class 44 contains 516 members 
Mstep: Class 45 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138658.000000 Penalty: 24872.951172
Iteration 130Q: 46 clusters Score -1.013866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 735 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 227 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 437 members 
Mstep: Class 44 contains 516 members 
Mstep: Class 45 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138677.000000 Penalty: 24872.951172
Iteration 131Q: 46 clusters Score -1.013868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 736 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 333 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8184 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 287 members 
Mstep: Class 43 contains 437 members 
Mstep: Class 44 contains 516 members 
Mstep: Class 45 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138667.000000 Penalty: 24872.951172
Iteration 132Q: 46 clusters Score -1.013867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1830 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 735 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8178 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 438 members 
Mstep: Class 44 contains 516 members 
Mstep: Class 45 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138685.000000 Penalty: 24872.951172
Iteration 133Q: 46 clusters Score -1.013868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1835 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 734 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 329 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8173 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 437 members 
Mstep: Class 44 contains 516 members 
Mstep: Class 45 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138684.000000 Penalty: 24872.951172
Iteration 134Q: 46 clusters Score -1.013868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1835 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 733 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 325 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8172 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 284 members 
Mstep: Class 43 contains 437 members 
Mstep: Class 44 contains 516 members 
Mstep: Class 45 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138680.000000 Penalty: 24872.951172
Iteration 135Q: 46 clusters Score -1.013868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 517 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 733 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 319 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8169 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 436 members 
Mstep: Class 44 contains 516 members 
Mstep: Class 45 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138705.000000 Penalty: 24872.951172
Iteration 136Q: 46 clusters Score -1.01387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 522 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1843 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 733 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 313 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8166 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 434 members 
Mstep: Class 44 contains 516 members 
Mstep: Class 45 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138704.000000 Penalty: 24872.951172
Iteration 137Q: 46 clusters Score -1.01387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1844 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 733 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 308 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8167 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 287 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 515 members 
Mstep: Class 45 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138699.000000 Penalty: 24872.951172
Iteration 138Q: 46 clusters Score -1.01387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1844 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 733 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8168 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 288 members 
Mstep: Class 43 contains 429 members 
Mstep: Class 44 contains 515 members 
Mstep: Class 45 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138714.000000 Penalty: 24872.951172
Iteration 139Q: 46 clusters Score -1.013871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1843 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 733 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 304 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8168 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 288 members 
Mstep: Class 43 contains 429 members 
Mstep: Class 44 contains 515 members 
Mstep: Class 45 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138732.000000 Penalty: 24872.951172
Iteration 140F: 46 clusters Score -1.013873e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 544 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1842 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 741 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 297 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8148 members 
Mstep: Class 41 contains 230 members 
Mstep: Class 42 contains 288 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 527 members 
Mstep: Class 45 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138772.000000 Penalty: 24872.951172
Iteration 141Q: 46 clusters Score -1.013877e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1842 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 749 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 287 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8127 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 287 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 539 members 
Mstep: Class 45 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138845.000000 Penalty: 24872.951172
Iteration 142Q: 46 clusters Score -1.013884e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1843 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 755 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 286 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 548 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8116 members 
Mstep: Class 41 contains 230 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 539 members 
Mstep: Class 45 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138860.000000 Penalty: 24872.951172
Iteration 143Q: 46 clusters Score -1.013886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1848 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 285 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 553 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8108 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 531 members 
Mstep: Class 45 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138856.000000 Penalty: 24872.951172
Iteration 144Q: 46 clusters Score -1.013886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 761 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 284 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 561 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8113 members 
Mstep: Class 41 contains 228 members 
Mstep: Class 42 contains 284 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 514 members 
Mstep: Class 45 contains 518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138887.000000 Penalty: 24872.951172
Iteration 145Q: 46 clusters Score -1.013889e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1854 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 283 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 572 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8112 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 284 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 498 members 
Mstep: Class 45 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10138916.000000 Penalty: 24872.951172
Iteration 146Q: 46 clusters Score -1.013892e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3059 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1856 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 762 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 283 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8114 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 284 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 470 members 
Mstep: Class 45 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139041.000000 Penalty: 24872.951172
Iteration 147Q: 46 clusters Score -1.013904e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 37093 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3058 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 764 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 620 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8108 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 449 members 
Mstep: Class 45 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139242.000000 Penalty: 24872.951172
Iteration 148Q: 46 clusters Score -1.013924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 719 members 
Mstep: Class 20 contains 37092 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3058 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 764 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8105 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 447 members 
Mstep: Class 45 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139342.000000 Penalty: 24872.951172
Iteration 149Q: 46 clusters Score -1.013934e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 37092 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3057 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1862 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 625 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8117 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139402.000000 Penalty: 24872.951172
Iteration 150Q: 46 clusters Score -1.01394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 717 members 
Mstep: Class 20 contains 37093 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3057 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1861 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 625 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8131 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 423 members 
Mstep: Class 45 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139441.000000 Penalty: 24872.951172
Iteration 151Q: 46 clusters Score -1.013944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 716 members 
Mstep: Class 20 contains 37093 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3056 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 764 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 625 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8134 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 284 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139446.000000 Penalty: 24872.951172
Iteration 152Q: 46 clusters Score -1.013945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 37093 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3056 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 765 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 281 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 625 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8142 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 413 members 
Mstep: Class 45 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139456.000000 Penalty: 24872.951172
Iteration 153Q: 46 clusters Score -1.013946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 37093 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3056 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 765 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 279 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 625 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8153 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 287 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 408 members 
Mstep: Class 45 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139455.000000 Penalty: 24872.951172
Iteration 154Q: 46 clusters Score -1.013946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 701 members 
Mstep: Class 20 contains 37093 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3056 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 765 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 279 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 625 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8161 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 288 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139453.000000 Penalty: 24872.951172
Iteration 155Q: 46 clusters Score -1.013945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 694 members 
Mstep: Class 20 contains 37093 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3056 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 765 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8165 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139446.000000 Penalty: 24872.951172
Iteration 156Q: 46 clusters Score -1.013945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37093 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3056 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 766 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8165 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139441.000000 Penalty: 24872.951172
Iteration 157Q: 46 clusters Score -1.013944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37093 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3055 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 767 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8165 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139445.000000 Penalty: 24872.951172
Iteration 158Q: 46 clusters Score -1.013944e+07 nChanged 3
Entering ConstructFrom: 
Score: -10139445.000000 Penalty: 24872.951172
Entering ConstructFrom: 
Trying to split cluster 1 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -24787.498047 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -24787.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24318.109375 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -24318.11 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24469.099609 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -24469.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24517.570312 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -24517.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24550.359375 Penalty: 558.729492
	Iteration 3F: 3 clusters Score -24550.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24581.513672 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -24581.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24609.027344 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -24609.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24632.945312 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -24632.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24646.660156 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -24646.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24658.382812 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -24658.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24664.166016 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -24664.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24673.583984 Penalty: 558.729492
	Iteration 10Q: 3 clusters Score -24673.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24680.169922 Penalty: 558.729492
	Iteration 11Q: 3 clusters Score -24680.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24687.570312 Penalty: 558.729492
	Iteration 12Q: 3 clusters Score -24687.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24695.070312 Penalty: 558.729492
	Iteration 13Q: 3 clusters Score -24695.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24714.339844 Penalty: 558.729492
	Iteration 14Q: 3 clusters Score -24714.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24736.250000 Penalty: 558.729492
	Iteration 15Q: 3 clusters Score -24736.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24755.300781 Penalty: 558.729492
	Iteration 16Q: 3 clusters Score -24755.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24773.386719 Penalty: 558.729492
	Iteration 17Q: 3 clusters Score -24773.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24827.656250 Penalty: 558.729492
	Iteration 18Q: 3 clusters Score -24827.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24840.552734 Penalty: 558.729492
	Iteration 19Q: 3 clusters Score -24840.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24841.576172 Penalty: 558.729492
	Iteration 20F: 3 clusters Score -24841.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 767 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8163 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 144 members 
Entering Unmasked Estep 
Score: -10139221.000000 Penalty: 25425.683594
Splitting cluster 1 changes total score from -10139445.000000 to -10139221.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (102369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Entering Unmasked Estep 
Score: -5891810.500000 Penalty: 524.903442
	Iteration 0F: 2 clusters Score -5891810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -5827575.500000 Penalty: 1049.806885
	Iteration 0F: 3 clusters Score -5827576 nChanged 50027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -5860197.000000 Penalty: 1049.806885
	Iteration 1F: 3 clusters Score -5860197 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -5863086.000000 Penalty: 1049.806885
	Iteration 2F: 3 clusters Score -5863086 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -5866729.500000 Penalty: 1049.806885
	Iteration 3F: 3 clusters Score -5866730 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
Score: -5870807.500000 Penalty: 1049.806885
	Iteration 4F: 3 clusters Score -5870808 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 66695 members 
Entering Unmasked Estep 
Score: -5874811.000000 Penalty: 1049.806885
	Iteration 5F: 3 clusters Score -5874811 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -5877940.000000 Penalty: 1049.806885
	Iteration 6Q: 3 clusters Score -5877940 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
Score: -5880020.500000 Penalty: 1049.806885
	Iteration 7Q: 3 clusters Score -5880020 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -5881243.000000 Penalty: 1049.806885
	Iteration 8Q: 3 clusters Score -5881243 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -5882177.500000 Penalty: 1049.806885
	Iteration 9Q: 3 clusters Score -5882178 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -5883012.000000 Penalty: 1049.806885
	Iteration 10Q: 3 clusters Score -5883012 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 82669 members 
Entering Unmasked Estep 
Score: -5883828.500000 Penalty: 1049.806885
	Iteration 11Q: 3 clusters Score -5883828 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -5884629.500000 Penalty: 1049.806885
	Iteration 12Q: 3 clusters Score -5884630 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -5885360.000000 Penalty: 1049.806885
	Iteration 13Q: 3 clusters Score -5885360 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 88010 members 
Entering Unmasked Estep 
Score: -5885951.500000 Penalty: 1049.806885
	Iteration 14Q: 3 clusters Score -5885952 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 89150 members 
Entering Unmasked Estep 
Score: -5886422.500000 Penalty: 1049.806885
	Iteration 15Q: 3 clusters Score -5886422 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -5886789.000000 Penalty: 1049.806885
	Iteration 16Q: 3 clusters Score -5886789 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -5887055.000000 Penalty: 1049.806885
	Iteration 17Q: 3 clusters Score -5887055 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 91736 members 
Entering Unmasked Estep 
Score: -5887255.500000 Penalty: 1049.806885
	Iteration 18Q: 3 clusters Score -5887256 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 92395 members 
Entering Unmasked Estep 
Score: -5887409.500000 Penalty: 1049.806885
	Iteration 19Q: 3 clusters Score -5887410 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 92978 members 
Entering Unmasked Estep 
Score: -5887606.000000 Penalty: 1049.806885
	Iteration 20F: 3 clusters Score -5887606 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 93529 members 
Entering Unmasked Estep 
Score: -5887758.000000 Penalty: 1049.806885
	Iteration 21Q: 3 clusters Score -5887758 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -5887857.000000 Penalty: 1049.806885
	Iteration 22Q: 3 clusters Score -5887857 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 94424 members 
Entering Unmasked Estep 
Score: -5887970.500000 Penalty: 1049.806885
	Iteration 23Q: 3 clusters Score -5887970 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -5888054.500000 Penalty: 1049.806885
	Iteration 24Q: 3 clusters Score -5888054 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 95189 members 
Entering Unmasked Estep 
Score: -5888133.000000 Penalty: 1049.806885
	Iteration 25Q: 3 clusters Score -5888133 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 95549 members 
Entering Unmasked Estep 
Score: -5888253.500000 Penalty: 1049.806885
	Iteration 26Q: 3 clusters Score -5888254 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -5888357.000000 Penalty: 1049.806885
	Iteration 27Q: 3 clusters Score -5888357 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 96161 members 
Entering Unmasked Estep 
Score: -5888473.000000 Penalty: 1049.806885
	Iteration 28Q: 3 clusters Score -5888473 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 96413 members 
Entering Unmasked Estep 
Score: -5888556.000000 Penalty: 1049.806885
	Iteration 29Q: 3 clusters Score -5888556 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 96678 members 
Entering Unmasked Estep 
Score: -5888682.500000 Penalty: 1049.806885
	Iteration 30Q: 3 clusters Score -5888682 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -5888801.000000 Penalty: 1049.806885
	Iteration 31Q: 3 clusters Score -5888801 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 97138 members 
Entering Unmasked Estep 
Score: -5888907.500000 Penalty: 1049.806885
	Iteration 32Q: 3 clusters Score -5888908 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 97323 members 
Entering Unmasked Estep 
Score: -5888981.500000 Penalty: 1049.806885
	Iteration 33Q: 3 clusters Score -5888982 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 97489 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5889055 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 97643 members 
Entering Unmasked Estep 
Score: -5889115.500000 Penalty: 1049.806885
	Iteration 35Q: 3 clusters Score -5889116 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5889180 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 97939 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5889288 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 98078 members 
Entering Unmasked Estep 
Score: -5889371.000000 Penalty: 1049.806885
	Iteration 38Q: 3 clusters Score -5889371 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -5889441.500000 Penalty: 1049.806885
	Iteration 39Q: 3 clusters Score -5889442 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -5889543.500000 Penalty: 1049.806885
	Iteration 40F: 3 clusters Score -5889544 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 98517 members 
Entering Unmasked Estep 
Score: -5889621.500000 Penalty: 1049.806885
	Iteration 41Q: 3 clusters Score -5889622 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 98650 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5889694 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 98775 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5889764 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 98877 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5889844 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 98968 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5889873 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 99047 members 
Entering Unmasked Estep 
Score: -5889920.000000 Penalty: 1049.806885
	Iteration 46Q: 3 clusters Score -5889920 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 99131 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5889972 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 99224 members 
Entering Unmasked Estep 
Score: -5890025.500000 Penalty: 1049.806885
	Iteration 48Q: 3 clusters Score -5890026 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5890082 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 99387 members 
Entering Unmasked Estep 
Score: -5890119.000000 Penalty: 1049.806885
	Iteration 50Q: 3 clusters Score -5890119 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 99485 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5890170 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 99580 members 
Entering Unmasked Estep 
Score: -5890217.500000 Penalty: 1049.806885
	Iteration 52Q: 3 clusters Score -5890218 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 99654 members 
Entering Unmasked Estep 
Score: -5890269.000000 Penalty: 1049.806885
	Iteration 53Q: 3 clusters Score -5890269 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 99729 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5890312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -5890322.500000 Penalty: 1049.806885
	Iteration 55Q: 3 clusters Score -5890322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 99843 members 
Entering Unmasked Estep 
Score: -5890347.500000 Penalty: 1049.806885
	Iteration 56Q: 3 clusters Score -5890348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 99903 members 
Entering Unmasked Estep 
Score: -5890373.500000 Penalty: 1049.806885
	Iteration 57Q: 3 clusters Score -5890374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 99964 members 
Entering Unmasked Estep 
Score: -5890403.500000 Penalty: 1049.806885
	Iteration 58Q: 3 clusters Score -5890404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 100024 members 
Entering Unmasked Estep 
Score: -5890443.500000 Penalty: 1049.806885
	Iteration 59Q: 3 clusters Score -5890444 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 100097 members 
Entering Unmasked Estep 
Score: -5890460.000000 Penalty: 1049.806885
	Iteration 60F: 3 clusters Score -5890460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 100166 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5890480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 100234 members 
Entering Unmasked Estep 
Score: -5890503.500000 Penalty: 1049.806885
	Iteration 62Q: 3 clusters Score -5890504 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 100308 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5890528 nChanged 78
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Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5890570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5890588 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 100535 members 
Entering Unmasked Estep 
Score: -5890655.500000 Penalty: 1049.806885
	Iteration 66Q: 3 clusters Score -5890656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 100607 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5890674 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -5890696.500000 Penalty: 1049.806885
	Iteration 68Q: 3 clusters Score -5890696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 100717 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5890720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -5890741.000000 Penalty: 1049.806885
	Iteration 70Q: 3 clusters Score -5890741 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -5890753.000000 Penalty: 1049.806885
	Iteration 71Q: 3 clusters Score -5890753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -5890773.000000 Penalty: 1049.806885
	Iteration 72Q: 3 clusters Score -5890773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -5890794.500000 Penalty: 1049.806885
	Iteration 73Q: 3 clusters Score -5890794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 100906 members 
Entering Unmasked Estep 
Score: -5890825.000000 Penalty: 1049.806885
	Iteration 74Q: 3 clusters Score -5890825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
Score: -5890840.500000 Penalty: 1049.806885
	Iteration 75Q: 3 clusters Score -5890840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -5890863.500000 Penalty: 1049.806885
	Iteration 76Q: 3 clusters Score -5890864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 101011 members 
Entering Unmasked Estep 
Score: -5890868.000000 Penalty: 1049.806885
	Iteration 77Q: 3 clusters Score -5890868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -5890878.500000 Penalty: 1049.806885
	Iteration 78Q: 3 clusters Score -5890878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -5890910.000000 Penalty: 1049.806885
	Iteration 79Q: 3 clusters Score -5890910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -5890930.000000 Penalty: 1049.806885
	Iteration 80F: 3 clusters Score -5890930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -5890947.000000 Penalty: 1049.806885
	Iteration 81Q: 3 clusters Score -5890947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 101154 members 
Entering Unmasked Estep 
Score: -5890953.000000 Penalty: 1049.806885
	Iteration 82Q: 3 clusters Score -5890953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -5890960.500000 Penalty: 1049.806885
	Iteration 83Q: 3 clusters Score -5890960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 101179 members 
Entering Unmasked Estep 
Score: -5890962.500000 Penalty: 1049.806885
	Iteration 84Q: 3 clusters Score -5890962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 101192 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5890968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -5890979.000000 Penalty: 1049.806885
	Iteration 86Q: 3 clusters Score -5890979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -5890978.000000 Penalty: 1049.806885
	Iteration 87Q: 3 clusters Score -5890978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 101234 members 
Entering Unmasked Estep 
Score: -5890977.000000 Penalty: 1049.806885
	Iteration 88Q: 3 clusters Score -5890977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 101249 members 
Entering Unmasked Estep 
Score: -5890985.000000 Penalty: 1049.806885
	Iteration 89Q: 3 clusters Score -5890985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -5890996.000000 Penalty: 1049.806885
	Iteration 90Q: 3 clusters Score -5890996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -5891010.000000 Penalty: 1049.806885
	Iteration 91Q: 3 clusters Score -5891010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 101288 members 
Entering Unmasked Estep 
Score: -5891011.000000 Penalty: 1049.806885
	Iteration 92Q: 3 clusters Score -5891011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 101299 members 
Entering Unmasked Estep 
Score: -5891013.000000 Penalty: 1049.806885
	Iteration 93Q: 3 clusters Score -5891013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 101305 members 
Entering Unmasked Estep 
Score: -5891013.500000 Penalty: 1049.806885
	Iteration 94Q: 3 clusters Score -5891014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -5891022.500000 Penalty: 1049.806885
	Iteration 95Q: 3 clusters Score -5891022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 101317 members 
Entering Unmasked Estep 
Score: -5891032.500000 Penalty: 1049.806885
	Iteration 96Q: 3 clusters Score -5891032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -5891035.500000 Penalty: 1049.806885
	Iteration 97Q: 3 clusters Score -5891036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 101327 members 
Entering Unmasked Estep 
Score: -5891045.500000 Penalty: 1049.806885
	Iteration 98Q: 3 clusters Score -5891046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 101336 members 
Entering Unmasked Estep 
Score: -5891049.000000 Penalty: 1049.806885
	Iteration 99Q: 3 clusters Score -5891049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 101346 members 
Entering Unmasked Estep 
Score: -5891050.000000 Penalty: 1049.806885
	Iteration 100F: 3 clusters Score -5891050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 101361 members 
Entering Unmasked Estep 
Score: -5891055.000000 Penalty: 1049.806885
	Iteration 101Q: 3 clusters Score -5891055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 101368 members 
Entering Unmasked Estep 
Score: -5891050.000000 Penalty: 1049.806885
	Iteration 102Q: 3 clusters Score -5891050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 101376 members 
Entering Unmasked Estep 
Score: -5891057.500000 Penalty: 1049.806885
	Iteration 103Q: 3 clusters Score -5891058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 101382 members 
Entering Unmasked Estep 
Score: -5891066.000000 Penalty: 1049.806885
	Iteration 104Q: 3 clusters Score -5891066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -5891066.500000 Penalty: 1049.806885
	Iteration 105Q: 3 clusters Score -5891066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 101392 members 
Entering Unmasked Estep 
Score: -5891073.000000 Penalty: 1049.806885
	Iteration 106Q: 3 clusters Score -5891073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 101396 members 
Entering Unmasked Estep 
Score: -5891070.000000 Penalty: 1049.806885
	Iteration 107Q: 3 clusters Score -5891070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 101400 members 
Entering Unmasked Estep 
Score: -5891067.000000 Penalty: 1049.806885
	Iteration 108Q: 3 clusters Score -5891067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 101404 members 
Entering Unmasked Estep 
Score: -5891077.000000 Penalty: 1049.806885
	Iteration 109Q: 3 clusters Score -5891077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -5891075.500000 Penalty: 1049.806885
	Iteration 110Q: 3 clusters Score -5891076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 101417 members 
Entering Unmasked Estep 
Score: -5891080.000000 Penalty: 1049.806885
	Iteration 111Q: 3 clusters Score -5891080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -5891080.500000 Penalty: 1049.806885
	Iteration 112Q: 3 clusters Score -5891080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 101435 members 
Entering Unmasked Estep 
Score: -5891084.500000 Penalty: 1049.806885
	Iteration 113Q: 3 clusters Score -5891084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 101442 members 
Entering Unmasked Estep 
Score: -5891088.500000 Penalty: 1049.806885
	Iteration 114Q: 3 clusters Score -5891088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -5891093.500000 Penalty: 1049.806885
	Iteration 115Q: 3 clusters Score -5891094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 101458 members 
Entering Unmasked Estep 
Score: -5891095.500000 Penalty: 1049.806885
	Iteration 116Q: 3 clusters Score -5891096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 101468 members 
Entering Unmasked Estep 
Score: -5891101.000000 Penalty: 1049.806885
	Iteration 117Q: 3 clusters Score -5891101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 101478 members 
Entering Unmasked Estep 
Score: -5891112.000000 Penalty: 1049.806885
	Iteration 118Q: 3 clusters Score -5891112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -5891110.500000 Penalty: 1049.806885
	Iteration 119Q: 3 clusters Score -5891110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 101485 members 
Entering Unmasked Estep 
Score: -5891111.500000 Penalty: 1049.806885
	Iteration 120F: 3 clusters Score -5891112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 101492 members 
Entering Unmasked Estep 
Score: -5891107.000000 Penalty: 1049.806885
	Iteration 121Q: 3 clusters Score -5891107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -5891107.000000 Penalty: 1049.806885
	Iteration 122Q: 3 clusters Score -5891107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 101506 members 
Entering Unmasked Estep 
Score: -5891116.000000 Penalty: 1049.806885
	Iteration 123Q: 3 clusters Score -5891116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 101515 members 
Entering Unmasked Estep 
Score: -5891107.500000 Penalty: 1049.806885
	Iteration 124Q: 3 clusters Score -5891108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 101523 members 
Entering Unmasked Estep 
Score: -5891111.500000 Penalty: 1049.806885
	Iteration 125Q: 3 clusters Score -5891112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 101524 members 
Entering Unmasked Estep 
Score: -5891116.500000 Penalty: 1049.806885
	Iteration 126Q: 3 clusters Score -5891116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 101530 members 
Entering Unmasked Estep 
Score: -5891112.500000 Penalty: 1049.806885
	Iteration 127Q: 3 clusters Score -5891112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 101534 members 
Entering Unmasked Estep 
Score: -5891118.500000 Penalty: 1049.806885
	Iteration 128Q: 3 clusters Score -5891118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 101536 members 
Entering Unmasked Estep 
Score: -5891113.500000 Penalty: 1049.806885
	Iteration 129Q: 3 clusters Score -5891114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 101539 members 
Entering Unmasked Estep 
Score: -5891124.500000 Penalty: 1049.806885
	Iteration 130Q: 3 clusters Score -5891124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 101540 members 
Entering Unmasked Estep 
Score: -5891120.500000 Penalty: 1049.806885
	Iteration 131Q: 3 clusters Score -5891120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 101540 members 
Entering Unmasked Estep 
Score: -5891120.500000 Penalty: 1049.806885
	Iteration 132F: 3 clusters Score -5891120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -6293.553223 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6293.553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6065.956055 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6065.956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6106.882812 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6106.883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6116.289551 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -6116.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6145.297852 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -6145.298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6150.870117 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -6150.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6156.362305 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -6156.362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6157.777344 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -6157.777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6157.777344 Penalty: 444.334991
	Iteration 7F: 3 clusters Score -6157.777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -11600.138672 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -11600.14 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 123 members 
Entering Unmasked Estep 
Score: -11321.411133 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -11321.41 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11545.433594 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -11545.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11659.381836 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -11659.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11735.701172 Penalty: 498.738159
	Iteration 3F: 3 clusters Score -11735.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11861.457031 Penalty: 498.738159
	Iteration 4F: 3 clusters Score -11861.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11952.405273 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -11952.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11961.158203 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -11961.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11965.168945 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -11965.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11965.168945 Penalty: 498.738159
	Iteration 8F: 3 clusters Score -11965.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 767 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8163 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Entering Unmasked Estep 
Score: -10139503.000000 Penalty: 25425.683594
Splitting cluster 4 changes total score from -10139445.000000 to -10139503.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 5 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -30689.187500 Penalty: 295.603271
	Iteration 0F: 2 clusters Score -30689.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -30081.494141 Penalty: 591.206543
	Iteration 0F: 3 clusters Score -30081.49 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -30279.304688 Penalty: 591.206543
	Iteration 1F: 3 clusters Score -30279.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30376.515625 Penalty: 591.206543
	Iteration 2F: 3 clusters Score -30376.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30421.339844 Penalty: 591.206543
	Iteration 3F: 3 clusters Score -30421.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30444.718750 Penalty: 591.206543
	Iteration 4Q: 3 clusters Score -30444.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -30457.171875 Penalty: 591.206543
	Iteration 5Q: 3 clusters Score -30457.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -30462.628906 Penalty: 591.206543
	Iteration 6Q: 3 clusters Score -30462.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30467.917969 Penalty: 591.206543
	Iteration 7Q: 3 clusters Score -30467.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30471.392578 Penalty: 591.206543
	Iteration 8Q: 3 clusters Score -30471.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30473.556641 Penalty: 591.206543
	Iteration 9Q: 3 clusters Score -30473.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30475.605469 Penalty: 591.206543
	Iteration 10Q: 3 clusters Score -30475.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30477.275391 Penalty: 591.206543
	Iteration 11Q: 3 clusters Score -30477.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30481.898438 Penalty: 591.206543
	Iteration 12Q: 3 clusters Score -30481.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30484.406250 Penalty: 591.206543
	Iteration 13Q: 3 clusters Score -30484.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30485.908203 Penalty: 591.206543
	Iteration 14Q: 3 clusters Score -30485.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -30486.273438 Penalty: 591.206543
	Iteration 15Q: 3 clusters Score -30486.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -30486.832031 Penalty: 591.206543
	Iteration 16Q: 3 clusters Score -30486.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -30487.367188 Penalty: 591.206543
	Iteration 17Q: 3 clusters Score -30487.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -30487.820312 Penalty: 591.206543
	Iteration 18Q: 3 clusters Score -30487.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30488.341797 Penalty: 591.206543
	Iteration 19Q: 3 clusters Score -30488.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -30488.726562 Penalty: 591.206543
	Iteration 20F: 3 clusters Score -30488.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -30488.943359 Penalty: 591.206543
	Iteration 21Q: 3 clusters Score -30488.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -30489.539062 Penalty: 591.206543
	Iteration 22Q: 3 clusters Score -30489.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -30489.964844 Penalty: 591.206543
	Iteration 23Q: 3 clusters Score -30489.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -30489.964844 Penalty: 591.206543
	Iteration 24F: 3 clusters Score -30489.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -19851.343750 Penalty: 272.383575
	Iteration 0F: 2 clusters Score -19851.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19438.082031 Penalty: 544.767151
	Iteration 0F: 3 clusters Score -19438.08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19537.312500 Penalty: 544.767151
	Iteration 1F: 3 clusters Score -19537.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19583.251953 Penalty: 544.767151
	Iteration 2F: 3 clusters Score -19583.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19618.138672 Penalty: 544.767151
	Iteration 3F: 3 clusters Score -19618.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19639.380859 Penalty: 544.767151
	Iteration 4F: 3 clusters Score -19639.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19664.410156 Penalty: 544.767151
	Iteration 5Q: 3 clusters Score -19664.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19686.072266 Penalty: 544.767151
	Iteration 6Q: 3 clusters Score -19686.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19696.689453 Penalty: 544.767151
	Iteration 7Q: 3 clusters Score -19696.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19698.791016 Penalty: 544.767151
	Iteration 8Q: 3 clusters Score -19698.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19707.353516 Penalty: 544.767151
	Iteration 9Q: 3 clusters Score -19707.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19721.621094 Penalty: 544.767151
	Iteration 10Q: 3 clusters Score -19721.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19752.947266 Penalty: 544.767151
	Iteration 11Q: 3 clusters Score -19752.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19827.921875 Penalty: 544.767151
	Iteration 12Q: 3 clusters Score -19827.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19877.320312 Penalty: 544.767151
	Iteration 13Q: 3 clusters Score -19877.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19890.242188 Penalty: 544.767151
	Iteration 14Q: 3 clusters Score -19890.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19893.462891 Penalty: 544.767151
	Iteration 15Q: 3 clusters Score -19893.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19898.541016 Penalty: 544.767151
	Iteration 16Q: 3 clusters Score -19898.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19900.689453 Penalty: 544.767151
	Iteration 17Q: 3 clusters Score -19900.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19902.593750 Penalty: 544.767151
	Iteration 18Q: 3 clusters Score -19902.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19903.900391 Penalty: 544.767151
	Iteration 19Q: 3 clusters Score -19903.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19905.031250 Penalty: 544.767151
	Iteration 20F: 3 clusters Score -19905.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19907.101562 Penalty: 544.767151
	Iteration 21Q: 3 clusters Score -19907.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19911.966797 Penalty: 544.767151
	Iteration 22Q: 3 clusters Score -19911.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19927.033203 Penalty: 544.767151
	Iteration 23Q: 3 clusters Score -19927.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19953.394531 Penalty: 544.767151
	Iteration 24Q: 3 clusters Score -19953.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19967.933594 Penalty: 544.767151
	Iteration 25Q: 3 clusters Score -19967.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19993.451172 Penalty: 544.767151
	Iteration 26Q: 3 clusters Score -19993.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20011.972656 Penalty: 544.767151
	Iteration 27Q: 3 clusters Score -20011.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20020.275391 Penalty: 544.767151
	Iteration 28Q: 3 clusters Score -20020.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20025.687500 Penalty: 544.767151
	Iteration 29Q: 3 clusters Score -20025.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20029.355469 Penalty: 544.767151
	Iteration 30Q: 3 clusters Score -20029.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20033.873047 Penalty: 544.767151
	Iteration 31Q: 3 clusters Score -20033.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20035.107422 Penalty: 544.767151
	Iteration 32Q: 3 clusters Score -20035.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20035.107422 Penalty: 544.767151
	Iteration 33F: 3 clusters Score -20035.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 767 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8163 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 129 members 
Entering Unmasked Estep 
Score: -10139401.000000 Penalty: 25978.416016
Splitting cluster 6 changes total score from -10139445.000000 to -10139401.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -183851.328125 Penalty: 366.480774
	Iteration 0F: 2 clusters Score -183851.3 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 1592 members 
Entering Unmasked Estep 
Score: -181656.015625 Penalty: 732.961548
	Iteration 0F: 3 clusters Score -181656 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -182457.515625 Penalty: 732.961548
	Iteration 1F: 3 clusters Score -182457.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -182523.390625 Penalty: 732.961548
	Iteration 2F: 3 clusters Score -182523.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -182595.968750 Penalty: 732.961548
	Iteration 3Q: 3 clusters Score -182596 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -182687.734375 Penalty: 732.961548
	Iteration 4Q: 3 clusters Score -182687.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -182779.593750 Penalty: 732.961548
	Iteration 5Q: 3 clusters Score -182779.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -182885.171875 Penalty: 732.961548
	Iteration 6Q: 3 clusters Score -182885.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -183007.937500 Penalty: 732.961548
	Iteration 7Q: 3 clusters Score -183007.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -183129.906250 Penalty: 732.961548
	Iteration 8Q: 3 clusters Score -183129.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -183200.062500 Penalty: 732.961548
	Iteration 9Q: 3 clusters Score -183200.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -183257.984375 Penalty: 732.961548
	Iteration 10Q: 3 clusters Score -183258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -183295.140625 Penalty: 732.961548
	Iteration 11Q: 3 clusters Score -183295.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -183323.796875 Penalty: 732.961548
	Iteration 12Q: 3 clusters Score -183323.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -183349.093750 Penalty: 732.961548
	Iteration 13Q: 3 clusters Score -183349.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -183369.515625 Penalty: 732.961548
	Iteration 14Q: 3 clusters Score -183369.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -183387.765625 Penalty: 732.961548
	Iteration 15Q: 3 clusters Score -183387.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -183408.734375 Penalty: 732.961548
	Iteration 16Q: 3 clusters Score -183408.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -183423.187500 Penalty: 732.961548
	Iteration 17Q: 3 clusters Score -183423.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -183431.984375 Penalty: 732.961548
	Iteration 18Q: 3 clusters Score -183432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -183437.671875 Penalty: 732.961548
	Iteration 19Q: 3 clusters Score -183437.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -183447.843750 Penalty: 732.961548
	Iteration 20F: 3 clusters Score -183447.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -183460.687500 Penalty: 732.961548
	Iteration 21Q: 3 clusters Score -183460.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -183470.984375 Penalty: 732.961548
	Iteration 22Q: 3 clusters Score -183471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -183477.218750 Penalty: 732.961548
	Iteration 23Q: 3 clusters Score -183477.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -183486.875000 Penalty: 732.961548
	Iteration 24Q: 3 clusters Score -183486.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -183496.515625 Penalty: 732.961548
	Iteration 25Q: 3 clusters Score -183496.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -183501.406250 Penalty: 732.961548
	Iteration 26Q: 3 clusters Score -183501.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -183503.234375 Penalty: 732.961548
	Iteration 27Q: 3 clusters Score -183503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -183504.375000 Penalty: 732.961548
	Iteration 28Q: 3 clusters Score -183504.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -183508.406250 Penalty: 732.961548
	Iteration 29Q: 3 clusters Score -183508.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -183511.015625 Penalty: 732.961548
	Iteration 30Q: 3 clusters Score -183511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -183513.062500 Penalty: 732.961548
	Iteration 31Q: 3 clusters Score -183513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -183513.609375 Penalty: 732.961548
	Iteration 32Q: 3 clusters Score -183513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -183514.046875 Penalty: 732.961548
	Iteration 33Q: 3 clusters Score -183514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -183514.968750 Penalty: 732.961548
	Iteration 34Q: 3 clusters Score -183515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -183515.187500 Penalty: 732.961548
	Iteration 35Q: 3 clusters Score -183515.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -183515.187500 Penalty: 732.961548
	Iteration 36F: 3 clusters Score -183515.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -49590.832031 Penalty: 311.584229
	Iteration 0F: 2 clusters Score -49590.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48824.503906 Penalty: 623.168457
	Iteration 0F: 3 clusters Score -48824.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -49061.152344 Penalty: 623.168457
	Iteration 1F: 3 clusters Score -49061.15 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -49140.140625 Penalty: 623.168457
	Iteration 2F: 3 clusters Score -49140.14 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -49197.378906 Penalty: 623.168457
	Iteration 3F: 3 clusters Score -49197.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -49243.933594 Penalty: 623.168457
	Iteration 4F: 3 clusters Score -49243.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -49282.070312 Penalty: 623.168457
	Iteration 5Q: 3 clusters Score -49282.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -49315.386719 Penalty: 623.168457
	Iteration 6Q: 3 clusters Score -49315.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -49357.949219 Penalty: 623.168457
	Iteration 7Q: 3 clusters Score -49357.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -49397.480469 Penalty: 623.168457
	Iteration 8Q: 3 clusters Score -49397.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -49433.144531 Penalty: 623.168457
	Iteration 9Q: 3 clusters Score -49433.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -49485.539062 Penalty: 623.168457
	Iteration 10Q: 3 clusters Score -49485.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -49511.546875 Penalty: 623.168457
	Iteration 11Q: 3 clusters Score -49511.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -49515.785156 Penalty: 623.168457
	Iteration 12Q: 3 clusters Score -49515.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -49517.003906 Penalty: 623.168457
	Iteration 13Q: 3 clusters Score -49517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -49517.253906 Penalty: 623.168457
	Iteration 14Q: 3 clusters Score -49517.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -49517.253906 Penalty: 623.168457
	Iteration 15F: 3 clusters Score -49517.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -10096.503906 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -10096.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9822.415039 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -9822.415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9877.720703 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9877.721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9889.100586 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9889.101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9897.505859 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -9897.506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9905.305664 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9905.306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9907.010742 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9907.011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9907.010742 Penalty: 484.836731
	Iteration 6F: 3 clusters Score -9907.011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -10034.144531 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -10034.14 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 118 members 
Entering Unmasked Estep 
Score: -9730.961914 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -9730.962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9830.118164 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -9830.118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9890.218750 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -9890.219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9925.134766 Penalty: 494.070465
	Iteration 3F: 3 clusters Score -9925.135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9954.644531 Penalty: 494.070465
	Iteration 4F: 3 clusters Score -9954.645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9963.809570 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -9963.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9974.162109 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -9974.162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9982.213867 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -9982.214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9989.501953 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -9989.502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9997.812500 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -9997.812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10006.040039 Penalty: 494.070465
	Iteration 10Q: 3 clusters Score -10006.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10009.202148 Penalty: 494.070465
	Iteration 11Q: 3 clusters Score -10009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10015.650391 Penalty: 494.070465
	Iteration 12Q: 3 clusters Score -10015.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10015.650391 Penalty: 494.070465
	Iteration 13F: 3 clusters Score -10015.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -11558.779297 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -11558.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11234.562500 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -11234.56 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11362.671875 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -11362.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11404.539062 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -11404.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11428.564453 Penalty: 496.822296
	Iteration 3F: 3 clusters Score -11428.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11440.599609 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -11440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11446.191406 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -11446.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11449.655273 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -11449.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11452.393555 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -11452.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11453.987305 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -11453.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11453.987305 Penalty: 496.822296
	Iteration 9F: 3 clusters Score -11453.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -24227.535156 Penalty: 288.164215
	Iteration 0F: 2 clusters Score -24227.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23715.189453 Penalty: 576.328430
	Iteration 0F: 3 clusters Score -23715.19 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23943.373047 Penalty: 576.328430
	Iteration 1F: 3 clusters Score -23943.37 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24021.464844 Penalty: 576.328430
	Iteration 2F: 3 clusters Score -24021.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24071.753906 Penalty: 576.328430
	Iteration 3F: 3 clusters Score -24071.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24153.027344 Penalty: 576.328430
	Iteration 4F: 3 clusters Score -24153.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24218.941406 Penalty: 576.328430
	Iteration 5F: 3 clusters Score -24218.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24261.648438 Penalty: 576.328430
	Iteration 6Q: 3 clusters Score -24261.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24271.330078 Penalty: 576.328430
	Iteration 7Q: 3 clusters Score -24271.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24273.507812 Penalty: 576.328430
	Iteration 8Q: 3 clusters Score -24273.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24273.707031 Penalty: 576.328430
	Iteration 9Q: 3 clusters Score -24273.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24273.707031 Penalty: 576.328430
	Iteration 10F: 3 clusters Score -24273.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 428 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 767 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8163 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 135 members 
Entering Unmasked Estep 
Score: -10139283.000000 Penalty: 25978.416016
Splitting cluster 12 changes total score from -10139445.000000 to -10139283.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -28862.953125 Penalty: 288.726440
	Iteration 0F: 2 clusters Score -28862.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28386.162109 Penalty: 577.452881
	Iteration 0F: 3 clusters Score -28386.16 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28694.277344 Penalty: 577.452881
	Iteration 1F: 3 clusters Score -28694.28 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28824.669922 Penalty: 577.452881
	Iteration 2F: 3 clusters Score -28824.67 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28891.171875 Penalty: 577.452881
	Iteration 3F: 3 clusters Score -28891.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28935.578125 Penalty: 577.452881
	Iteration 4Q: 3 clusters Score -28935.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28963.746094 Penalty: 577.452881
	Iteration 5Q: 3 clusters Score -28963.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29000.835938 Penalty: 577.452881
	Iteration 6Q: 3 clusters Score -29000.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29043.822266 Penalty: 577.452881
	Iteration 7Q: 3 clusters Score -29043.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29051.824219 Penalty: 577.452881
	Iteration 8Q: 3 clusters Score -29051.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29055.781250 Penalty: 577.452881
	Iteration 9Q: 3 clusters Score -29055.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29056.742188 Penalty: 577.452881
	Iteration 10Q: 3 clusters Score -29056.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29058.207031 Penalty: 577.452881
	Iteration 11Q: 3 clusters Score -29058.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29060.562500 Penalty: 577.452881
	Iteration 12Q: 3 clusters Score -29060.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29060.953125 Penalty: 577.452881
	Iteration 13Q: 3 clusters Score -29060.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29060.953125 Penalty: 577.452881
	Iteration 14F: 3 clusters Score -29060.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 341 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 767 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8163 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 229 members 
Entering Unmasked Estep 
Score: -10139443.000000 Penalty: 25978.416016
Splitting cluster 13 changes total score from -10139445.000000 to -10139443.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -72831.765625 Penalty: 329.644836
	Iteration 0F: 2 clusters Score -72831.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -71774.585938 Penalty: 659.289673
	Iteration 0F: 3 clusters Score -71774.59 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -72135.343750 Penalty: 659.289673
	Iteration 1F: 3 clusters Score -72135.34 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -72231.625000 Penalty: 659.289673
	Iteration 2F: 3 clusters Score -72231.62 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -72299.242188 Penalty: 659.289673
	Iteration 3F: 3 clusters Score -72299.24 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -72353.859375 Penalty: 659.289673
	Iteration 4Q: 3 clusters Score -72353.86 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -72407.343750 Penalty: 659.289673
	Iteration 5Q: 3 clusters Score -72407.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -72461.734375 Penalty: 659.289673
	Iteration 6Q: 3 clusters Score -72461.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -72509.664062 Penalty: 659.289673
	Iteration 7Q: 3 clusters Score -72509.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -72552.179688 Penalty: 659.289673
	Iteration 8Q: 3 clusters Score -72552.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -72602.031250 Penalty: 659.289673
	Iteration 9Q: 3 clusters Score -72602.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -72650.656250 Penalty: 659.289673
	Iteration 10Q: 3 clusters Score -72650.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -72691.601562 Penalty: 659.289673
	Iteration 11Q: 3 clusters Score -72691.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -72718.687500 Penalty: 659.289673
	Iteration 12Q: 3 clusters Score -72718.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -72745.414062 Penalty: 659.289673
	Iteration 13Q: 3 clusters Score -72745.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -72765.234375 Penalty: 659.289673
	Iteration 14Q: 3 clusters Score -72765.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72774.007812 Penalty: 659.289673
	Iteration 15Q: 3 clusters Score -72774.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -72778.343750 Penalty: 659.289673
	Iteration 16Q: 3 clusters Score -72778.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -72778.476562 Penalty: 659.289673
	Iteration 17Q: 3 clusters Score -72778.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -72778.476562 Penalty: 659.289673
	Iteration 18F: 3 clusters Score -72778.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -16130.155273 Penalty: 267.053009
	Iteration 0F: 2 clusters Score -16130.16 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 176 members 
Entering Unmasked Estep 
Score: -15807.806641 Penalty: 534.106018
	Iteration 0F: 3 clusters Score -15807.81 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16134.841797 Penalty: 534.106018
	Iteration 1F: 3 clusters Score -16134.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16267.008789 Penalty: 534.106018
	Iteration 2F: 3 clusters Score -16267.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16364.555664 Penalty: 534.106018
	Iteration 3F: 3 clusters Score -16364.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16421.757812 Penalty: 534.106018
	Iteration 4Q: 3 clusters Score -16421.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16454.677734 Penalty: 534.106018
	Iteration 5Q: 3 clusters Score -16454.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16468.117188 Penalty: 534.106018
	Iteration 6Q: 3 clusters Score -16468.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -16468.501953 Penalty: 534.106018
	Iteration 7Q: 3 clusters Score -16468.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -16468.501953 Penalty: 534.106018
	Iteration 8F: 3 clusters Score -16468.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 767 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8163 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 231 members 
Entering Unmasked Estep 
Score: -10139550.000000 Penalty: 25978.416016
Splitting cluster 15 changes total score from -10139445.000000 to -10139550.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 16 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -9595.938477 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -9595.938 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 94 members 
Entering Unmasked Estep 
Score: -9312.987305 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -9312.987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9375.040039 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -9375.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9403.485352 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -9403.485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9408.709961 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -9408.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9409.356445 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -9409.356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9409.356445 Penalty: 480.308441
	Iteration 5F: 3 clusters Score -9409.356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -63025.648438 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -63025.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -62103.332031 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -62103.33 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -62407.253906 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -62407.25 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -62495.132812 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -62495.13 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -62559.371094 Penalty: 644.588318
	Iteration 3F: 3 clusters Score -62559.37 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -62619.785156 Penalty: 644.588318
	Iteration 4F: 3 clusters Score -62619.79 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -62669.222656 Penalty: 644.588318
	Iteration 5F: 3 clusters Score -62669.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -62695.488281 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -62695.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -62717.539062 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -62717.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -62740.484375 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -62740.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -62759.730469 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -62759.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -62773.238281 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -62773.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -62787.101562 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -62787.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -62799.089844 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -62799.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -62810.785156 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -62810.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -62820.691406 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -62820.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -62823.531250 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -62823.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -62825.457031 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -62825.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -62825.921875 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -62825.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -62825.921875 Penalty: 644.588318
	Iteration 18F: 3 clusters Score -62825.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -12400.871094 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -12400.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12005.036133 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -12005.04 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12175.033203 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -12175.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -12263.142578 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -12263.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12301.323242 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -12301.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12325.631836 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -12325.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12329.127930 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -12329.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12334.182617 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -12334.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -12335.961914 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -12335.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -12338.977539 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -12338.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -12339.485352 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -12339.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -12339.485352 Penalty: 537.387939
	Iteration 10F: 3 clusters Score -12339.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -36680.613281 Penalty: 297.551178
	Iteration 0F: 2 clusters Score -36680.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -36073.527344 Penalty: 595.102356
	Iteration 0F: 3 clusters Score -36073.53 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36276.371094 Penalty: 595.102356
	Iteration 1F: 3 clusters Score -36276.37 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -36322.714844 Penalty: 595.102356
	Iteration 2F: 3 clusters Score -36322.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -36349.347656 Penalty: 595.102356
	Iteration 3F: 3 clusters Score -36349.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -36376.992188 Penalty: 595.102356
	Iteration 4Q: 3 clusters Score -36376.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -36405.332031 Penalty: 595.102356
	Iteration 5Q: 3 clusters Score -36405.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36432.207031 Penalty: 595.102356
	Iteration 6Q: 3 clusters Score -36432.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -36469.832031 Penalty: 595.102356
	Iteration 7Q: 3 clusters Score -36469.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36500.765625 Penalty: 595.102356
	Iteration 8Q: 3 clusters Score -36500.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36525.414062 Penalty: 595.102356
	Iteration 9Q: 3 clusters Score -36525.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36547.683594 Penalty: 595.102356
	Iteration 10Q: 3 clusters Score -36547.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -36560.972656 Penalty: 595.102356
	Iteration 11Q: 3 clusters Score -36560.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36567.710938 Penalty: 595.102356
	Iteration 12Q: 3 clusters Score -36567.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36570.097656 Penalty: 595.102356
	Iteration 13Q: 3 clusters Score -36570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36570.601562 Penalty: 595.102356
	Iteration 14Q: 3 clusters Score -36570.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36570.601562 Penalty: 595.102356
	Iteration 15F: 3 clusters Score -36570.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Entering Unmasked Estep 
Score: -1988907.125000 Penalty: 478.715088
	Iteration 0F: 2 clusters Score -1988907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1964103.750000 Penalty: 957.430176
	Iteration 0F: 3 clusters Score -1964104 nChanged 17834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1974415.000000 Penalty: 957.430176
	Iteration 1F: 3 clusters Score -1974415 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -1974853.875000 Penalty: 957.430176
	Iteration 2Q: 3 clusters Score -1974854 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1975307.000000 Penalty: 957.430176
	Iteration 3Q: 3 clusters Score -1975307 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -1975827.875000 Penalty: 957.430176
	Iteration 4Q: 3 clusters Score -1975828 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1976390.750000 Penalty: 957.430176
	Iteration 5Q: 3 clusters Score -1976391 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -1977082.125000 Penalty: 957.430176
	Iteration 6Q: 3 clusters Score -1977082 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1977901.750000 Penalty: 957.430176
	Iteration 7Q: 3 clusters Score -1977902 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -1978949.000000 Penalty: 957.430176
	Iteration 8F: 3 clusters Score -1978949 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -1980354.750000 Penalty: 957.430176
	Iteration 9F: 3 clusters Score -1980355 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -1981802.750000 Penalty: 957.430176
	Iteration 10F: 3 clusters Score -1981803 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -1982910.375000 Penalty: 957.430176
	Iteration 11F: 3 clusters Score -1982910 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -1983447.625000 Penalty: 957.430176
	Iteration 12Q: 3 clusters Score -1983448 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -1983693.875000 Penalty: 957.430176
	Iteration 13Q: 3 clusters Score -1983694 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -1983853.250000 Penalty: 957.430176
	Iteration 14Q: 3 clusters Score -1983853 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -1984001.500000 Penalty: 957.430176
	Iteration 15Q: 3 clusters Score -1984002 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -1984180.125000 Penalty: 957.430176
	Iteration 16Q: 3 clusters Score -1984180 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -1984411.000000 Penalty: 957.430176
	Iteration 17Q: 3 clusters Score -1984411 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -1984646.125000 Penalty: 957.430176
	Iteration 18Q: 3 clusters Score -1984646 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -1984877.750000 Penalty: 957.430176
	Iteration 19Q: 3 clusters Score -1984878 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -1985136.000000 Penalty: 957.430176
	Iteration 20F: 3 clusters Score -1985136 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -1985379.000000 Penalty: 957.430176
	Iteration 21Q: 3 clusters Score -1985379 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -1985583.000000 Penalty: 957.430176
	Iteration 22Q: 3 clusters Score -1985583 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -1985752.625000 Penalty: 957.430176
	Iteration 23Q: 3 clusters Score -1985753 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -1985915.875000 Penalty: 957.430176
	Iteration 24Q: 3 clusters Score -1985916 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -1986040.625000 Penalty: 957.430176
	Iteration 25Q: 3 clusters Score -1986041 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -1986127.125000 Penalty: 957.430176
	Iteration 26Q: 3 clusters Score -1986127 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -1986209.500000 Penalty: 957.430176
	Iteration 27Q: 3 clusters Score -1986210 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -1986287.000000 Penalty: 957.430176
	Iteration 28Q: 3 clusters Score -1986287 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -1986335.250000 Penalty: 957.430176
	Iteration 29Q: 3 clusters Score -1986335 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -1986381.500000 Penalty: 957.430176
	Iteration 30Q: 3 clusters Score -1986382 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -1986435.750000 Penalty: 957.430176
	Iteration 31Q: 3 clusters Score -1986436 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -1986468.750000 Penalty: 957.430176
	Iteration 32Q: 3 clusters Score -1986469 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -1986510.625000 Penalty: 957.430176
	Iteration 33Q: 3 clusters Score -1986511 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -1986538.750000 Penalty: 957.430176
	Iteration 34Q: 3 clusters Score -1986539 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -1986556.625000 Penalty: 957.430176
	Iteration 35Q: 3 clusters Score -1986557 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -1986573.625000 Penalty: 957.430176
	Iteration 36Q: 3 clusters Score -1986574 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -1986586.250000 Penalty: 957.430176
	Iteration 37Q: 3 clusters Score -1986586 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -1986603.625000 Penalty: 957.430176
	Iteration 38Q: 3 clusters Score -1986604 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -1986619.000000 Penalty: 957.430176
	Iteration 39Q: 3 clusters Score -1986619 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -1986635.875000 Penalty: 957.430176
	Iteration 40F: 3 clusters Score -1986636 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -1986653.250000 Penalty: 957.430176
	Iteration 41Q: 3 clusters Score -1986653 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -1986659.625000 Penalty: 957.430176
	Iteration 42Q: 3 clusters Score -1986660 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -1986663.000000 Penalty: 957.430176
	Iteration 43Q: 3 clusters Score -1986663 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -1986670.000000 Penalty: 957.430176
	Iteration 44Q: 3 clusters Score -1986670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -1986674.125000 Penalty: 957.430176
	Iteration 45Q: 3 clusters Score -1986674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -1986671.000000 Penalty: 957.430176
	Iteration 46Q: 3 clusters Score -1986671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -1986677.125000 Penalty: 957.430176
	Iteration 47Q: 3 clusters Score -1986677 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -1986689.125000 Penalty: 957.430176
	Iteration 48Q: 3 clusters Score -1986689 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -1986692.500000 Penalty: 957.430176
	Iteration 49Q: 3 clusters Score -1986692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -1986689.875000 Penalty: 957.430176
	Iteration 50Q: 3 clusters Score -1986690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -1986690.125000 Penalty: 957.430176
	Iteration 51Q: 3 clusters Score -1986690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -1986688.250000 Penalty: 957.430176
	Iteration 52Q: 3 clusters Score -1986688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -1986691.250000 Penalty: 957.430176
	Iteration 53Q: 3 clusters Score -1986691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -1986692.125000 Penalty: 957.430176
	Iteration 54Q: 3 clusters Score -1986692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -1986698.500000 Penalty: 957.430176
	Iteration 55Q: 3 clusters Score -1986698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -1986696.375000 Penalty: 957.430176
	Iteration 56Q: 3 clusters Score -1986696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -1986700.875000 Penalty: 957.430176
	Iteration 57Q: 3 clusters Score -1986701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -1986708.750000 Penalty: 957.430176
	Iteration 58Q: 3 clusters Score -1986709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -1986711.250000 Penalty: 957.430176
	Iteration 59Q: 3 clusters Score -1986711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -1986708.250000 Penalty: 957.430176
	Iteration 60F: 3 clusters Score -1986708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -1986713.250000 Penalty: 957.430176
	Iteration 61Q: 3 clusters Score -1986713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -1986716.125000 Penalty: 957.430176
	Iteration 62Q: 3 clusters Score -1986716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -1986716.250000 Penalty: 957.430176
	Iteration 63Q: 3 clusters Score -1986716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -1986719.750000 Penalty: 957.430176
	Iteration 64Q: 3 clusters Score -1986720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -1986723.125000 Penalty: 957.430176
	Iteration 65Q: 3 clusters Score -1986723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -1986722.625000 Penalty: 957.430176
	Iteration 66Q: 3 clusters Score -1986723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -1986721.250000 Penalty: 957.430176
	Iteration 67Q: 3 clusters Score -1986721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -1986721.625000 Penalty: 957.430176
	Iteration 68Q: 3 clusters Score -1986722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -1986721.875000 Penalty: 957.430176
	Iteration 69Q: 3 clusters Score -1986722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -1986726.375000 Penalty: 957.430176
	Iteration 70Q: 3 clusters Score -1986726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -1986720.250000 Penalty: 957.430176
	Iteration 71Q: 3 clusters Score -1986720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -1986718.875000 Penalty: 957.430176
	Iteration 72Q: 3 clusters Score -1986719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -1986717.250000 Penalty: 957.430176
	Iteration 73Q: 3 clusters Score -1986717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -1986716.875000 Penalty: 957.430176
	Iteration 74Q: 3 clusters Score -1986717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -1986719.000000 Penalty: 957.430176
	Iteration 75Q: 3 clusters Score -1986719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -1986720.875000 Penalty: 957.430176
	Iteration 76Q: 3 clusters Score -1986721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -1986721.125000 Penalty: 957.430176
	Iteration 77Q: 3 clusters Score -1986721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -1986721.875000 Penalty: 957.430176
	Iteration 78Q: 3 clusters Score -1986722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -1986720.500000 Penalty: 957.430176
	Iteration 79Q: 3 clusters Score -1986720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -1986721.625000 Penalty: 957.430176
	Iteration 80F: 3 clusters Score -1986722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -1986722.250000 Penalty: 957.430176
	Iteration 81Q: 3 clusters Score -1986722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -1986720.625000 Penalty: 957.430176
	Iteration 82Q: 3 clusters Score -1986721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -1986721.750000 Penalty: 957.430176
	Iteration 83Q: 3 clusters Score -1986722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -1986720.500000 Penalty: 957.430176
	Iteration 84Q: 3 clusters Score -1986720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -1986722.625000 Penalty: 957.430176
	Iteration 85Q: 3 clusters Score -1986723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -1986723.500000 Penalty: 957.430176
	Iteration 86Q: 3 clusters Score -1986724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -1986723.625000 Penalty: 957.430176
	Iteration 87Q: 3 clusters Score -1986724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -1986722.875000 Penalty: 957.430176
	Iteration 88Q: 3 clusters Score -1986723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -1986722.875000 Penalty: 957.430176
	Iteration 89F: 3 clusters Score -1986723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -8093.052246 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -8093.052 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 108 members 
Entering Unmasked Estep 
Score: -7820.034668 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -7820.035 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7934.997559 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -7934.998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7973.260742 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -7973.261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8063.408691 Penalty: 485.715973
	Iteration 3F: 3 clusters Score -8063.409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8122.621582 Penalty: 485.715973
	Iteration 4F: 3 clusters Score -8122.622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8186.371582 Penalty: 485.715973
	Iteration 5F: 3 clusters Score -8186.372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8239.777344 Penalty: 485.715973
	Iteration 6F: 3 clusters Score -8239.777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8268.411133 Penalty: 485.715973
	Iteration 7F: 3 clusters Score -8268.411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8298.992188 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -8298.992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8331.855469 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -8331.855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8350.251953 Penalty: 485.715973
	Iteration 10Q: 3 clusters Score -8350.252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8358.245117 Penalty: 485.715973
	Iteration 11Q: 3 clusters Score -8358.245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8364.873047 Penalty: 485.715973
	Iteration 12Q: 3 clusters Score -8364.873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8366.978516 Penalty: 485.715973
	Iteration 13Q: 3 clusters Score -8366.979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8369.391602 Penalty: 485.715973
	Iteration 14Q: 3 clusters Score -8369.392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8369.745117 Penalty: 485.715973
	Iteration 15Q: 3 clusters Score -8369.745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8369.745117 Penalty: 485.715973
	Iteration 16F: 3 clusters Score -8369.745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 767 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8163 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 101 members 
Entering Unmasked Estep 
Score: -10139516.000000 Penalty: 26531.148438
Splitting cluster 21 changes total score from -10139445.000000 to -10139516.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 22 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -10820.819336 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -10820.82 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 117 members 
Entering Unmasked Estep 
Score: -10553.979492 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -10553.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10744.311523 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -10744.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10786.338867 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -10786.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10829.542969 Penalty: 486.586761
	Iteration 3F: 3 clusters Score -10829.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10862.616211 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -10862.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10885.285156 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -10885.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10890.257812 Penalty: 486.586761
	Iteration 6Q: 3 clusters Score -10890.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10891.640625 Penalty: 486.586761
	Iteration 7Q: 3 clusters Score -10891.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10891.640625 Penalty: 486.586761
	Iteration 8F: 3 clusters Score -10891.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 44 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 767 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8163 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 101 members 
Mstep: Class 49 contains 166 members 
Entering Unmasked Estep 
Score: -10139281.000000 Penalty: 27083.880859
Splitting cluster 22 changes total score from -10139445.000000 to -10139281.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -3723.764893 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -3723.765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -3462.907959 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -3462.908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -3601.245361 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -3601.245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -3646.495605 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -3646.496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -3666.063232 Penalty: 485.715973
	Iteration 3F: 3 clusters Score -3666.063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -3667.591797 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -3667.592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -3668.884277 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -3668.884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -3669.354492 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -3669.354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -3669.354492 Penalty: 485.715973
	Iteration 7F: 3 clusters Score -3669.354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -158041.625000 Penalty: 365.101410
	Iteration 0F: 2 clusters Score -158041.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -155894.000000 Penalty: 730.202820
	Iteration 0F: 3 clusters Score -155894 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -156699.562500 Penalty: 730.202820
	Iteration 1F: 3 clusters Score -156699.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -156847.562500 Penalty: 730.202820
	Iteration 2F: 3 clusters Score -156847.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -156989.984375 Penalty: 730.202820
	Iteration 3F: 3 clusters Score -156990 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -157131.312500 Penalty: 730.202820
	Iteration 4F: 3 clusters Score -157131.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -157274.265625 Penalty: 730.202820
	Iteration 5F: 3 clusters Score -157274.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -157404.218750 Penalty: 730.202820
	Iteration 6F: 3 clusters Score -157404.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -157543.640625 Penalty: 730.202820
	Iteration 7Q: 3 clusters Score -157543.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -157629.437500 Penalty: 730.202820
	Iteration 8Q: 3 clusters Score -157629.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -157672.187500 Penalty: 730.202820
	Iteration 9Q: 3 clusters Score -157672.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -157695.484375 Penalty: 730.202820
	Iteration 10Q: 3 clusters Score -157695.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -157706.671875 Penalty: 730.202820
	Iteration 11Q: 3 clusters Score -157706.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -157712.421875 Penalty: 730.202820
	Iteration 12Q: 3 clusters Score -157712.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -157714.062500 Penalty: 730.202820
	Iteration 13Q: 3 clusters Score -157714.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -157716.046875 Penalty: 730.202820
	Iteration 14Q: 3 clusters Score -157716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -157718.296875 Penalty: 730.202820
	Iteration 15Q: 3 clusters Score -157718.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -157721.234375 Penalty: 730.202820
	Iteration 16Q: 3 clusters Score -157721.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -157722.203125 Penalty: 730.202820
	Iteration 17Q: 3 clusters Score -157722.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -157723.328125 Penalty: 730.202820
	Iteration 18Q: 3 clusters Score -157723.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -157725.187500 Penalty: 730.202820
	Iteration 19Q: 3 clusters Score -157725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -157725.546875 Penalty: 730.202820
	Iteration 20F: 3 clusters Score -157725.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -157725.703125 Penalty: 730.202820
	Iteration 21Q: 3 clusters Score -157725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -157726.625000 Penalty: 730.202820
	Iteration 22Q: 3 clusters Score -157726.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -157727.015625 Penalty: 730.202820
	Iteration 23Q: 3 clusters Score -157727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -157727.843750 Penalty: 730.202820
	Iteration 24Q: 3 clusters Score -157727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -157728.484375 Penalty: 730.202820
	Iteration 25Q: 3 clusters Score -157728.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -157730.796875 Penalty: 730.202820
	Iteration 26Q: 3 clusters Score -157730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -157731.546875 Penalty: 730.202820
	Iteration 27Q: 3 clusters Score -157731.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -157731.703125 Penalty: 730.202820
	Iteration 28Q: 3 clusters Score -157731.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -157731.703125 Penalty: 730.202820
	Iteration 29F: 3 clusters Score -157731.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -65280.257812 Penalty: 323.163727
	Iteration 0F: 2 clusters Score -65280.26 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 612 members 
Entering Unmasked Estep 
Score: -64310.445312 Penalty: 646.327454
	Iteration 0F: 3 clusters Score -64310.45 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -64612.328125 Penalty: 646.327454
	Iteration 1F: 3 clusters Score -64612.33 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -64675.500000 Penalty: 646.327454
	Iteration 2F: 3 clusters Score -64675.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -64710.300781 Penalty: 646.327454
	Iteration 3F: 3 clusters Score -64710.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -64736.605469 Penalty: 646.327454
	Iteration 4Q: 3 clusters Score -64736.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -64755.324219 Penalty: 646.327454
	Iteration 5Q: 3 clusters Score -64755.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -64769.156250 Penalty: 646.327454
	Iteration 6Q: 3 clusters Score -64769.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -64785.226562 Penalty: 646.327454
	Iteration 7Q: 3 clusters Score -64785.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -64807.203125 Penalty: 646.327454
	Iteration 8Q: 3 clusters Score -64807.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -64827.996094 Penalty: 646.327454
	Iteration 9Q: 3 clusters Score -64828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -64852.437500 Penalty: 646.327454
	Iteration 10Q: 3 clusters Score -64852.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -64866.062500 Penalty: 646.327454
	Iteration 11Q: 3 clusters Score -64866.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -64880.812500 Penalty: 646.327454
	Iteration 12Q: 3 clusters Score -64880.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -64891.636719 Penalty: 646.327454
	Iteration 13Q: 3 clusters Score -64891.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -64898.597656 Penalty: 646.327454
	Iteration 14Q: 3 clusters Score -64898.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -64901.777344 Penalty: 646.327454
	Iteration 15Q: 3 clusters Score -64901.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -64904.011719 Penalty: 646.327454
	Iteration 16Q: 3 clusters Score -64904.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -64904.968750 Penalty: 646.327454
	Iteration 17Q: 3 clusters Score -64904.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -64905.570312 Penalty: 646.327454
	Iteration 18Q: 3 clusters Score -64905.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -64905.570312 Penalty: 646.327454
	Iteration 19F: 3 clusters Score -64905.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -10513.643555 Penalty: 268.069794
	Iteration 0F: 2 clusters Score -10513.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10112.780273 Penalty: 536.139587
	Iteration 0F: 3 clusters Score -10112.78 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10216.660156 Penalty: 536.139587
	Iteration 1F: 3 clusters Score -10216.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10264.175781 Penalty: 536.139587
	Iteration 2F: 3 clusters Score -10264.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10304.422852 Penalty: 536.139587
	Iteration 3F: 3 clusters Score -10304.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10350.590820 Penalty: 536.139587
	Iteration 4F: 3 clusters Score -10350.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10378.210938 Penalty: 536.139587
	Iteration 5F: 3 clusters Score -10378.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10403.371094 Penalty: 536.139587
	Iteration 6Q: 3 clusters Score -10403.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10421.300781 Penalty: 536.139587
	Iteration 7Q: 3 clusters Score -10421.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10425.675781 Penalty: 536.139587
	Iteration 8Q: 3 clusters Score -10425.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10428.334961 Penalty: 536.139587
	Iteration 9Q: 3 clusters Score -10428.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10429.041992 Penalty: 536.139587
	Iteration 10Q: 3 clusters Score -10429.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10429.041992 Penalty: 536.139587
	Iteration 11F: 3 clusters Score -10429.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Entering Unmasked Estep 
Score: -94979.445312 Penalty: 342.661255
	Iteration 0F: 2 clusters Score -94979.45 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 881 members 
Entering Unmasked Estep 
Score: -93648.343750 Penalty: 685.322510
	Iteration 0F: 3 clusters Score -93648.34 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -94208.593750 Penalty: 685.322510
	Iteration 1F: 3 clusters Score -94208.59 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -94364.453125 Penalty: 685.322510
	Iteration 2F: 3 clusters Score -94364.45 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -94506.257812 Penalty: 685.322510
	Iteration 3F: 3 clusters Score -94506.26 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -94611.789062 Penalty: 685.322510
	Iteration 4F: 3 clusters Score -94611.79 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -94675.132812 Penalty: 685.322510
	Iteration 5Q: 3 clusters Score -94675.13 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94748.484375 Penalty: 685.322510
	Iteration 6Q: 3 clusters Score -94748.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -94806.539062 Penalty: 685.322510
	Iteration 7Q: 3 clusters Score -94806.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -94854.429688 Penalty: 685.322510
	Iteration 8Q: 3 clusters Score -94854.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94900.679688 Penalty: 685.322510
	Iteration 9Q: 3 clusters Score -94900.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94942.742188 Penalty: 685.322510
	Iteration 10Q: 3 clusters Score -94942.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -94968.835938 Penalty: 685.322510
	Iteration 11Q: 3 clusters Score -94968.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95019.601562 Penalty: 685.322510
	Iteration 12Q: 3 clusters Score -95019.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95038.171875 Penalty: 685.322510
	Iteration 13Q: 3 clusters Score -95038.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95053.390625 Penalty: 685.322510
	Iteration 14Q: 3 clusters Score -95053.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95069.359375 Penalty: 685.322510
	Iteration 15Q: 3 clusters Score -95069.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95094.250000 Penalty: 685.322510
	Iteration 16Q: 3 clusters Score -95094.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -95106.195312 Penalty: 685.322510
	Iteration 17Q: 3 clusters Score -95106.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -95117.351562 Penalty: 685.322510
	Iteration 18Q: 3 clusters Score -95117.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -95134.546875 Penalty: 685.322510
	Iteration 19Q: 3 clusters Score -95134.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -95143.085938 Penalty: 685.322510
	Iteration 20F: 3 clusters Score -95143.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -95159.968750 Penalty: 685.322510
	Iteration 21Q: 3 clusters Score -95159.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -95169.625000 Penalty: 685.322510
	Iteration 22Q: 3 clusters Score -95169.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -95174.398438 Penalty: 685.322510
	Iteration 23Q: 3 clusters Score -95174.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -95179.304688 Penalty: 685.322510
	Iteration 24Q: 3 clusters Score -95179.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -95185.062500 Penalty: 685.322510
	Iteration 25Q: 3 clusters Score -95185.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -95188.359375 Penalty: 685.322510
	Iteration 26Q: 3 clusters Score -95188.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -95190.320312 Penalty: 685.322510
	Iteration 27Q: 3 clusters Score -95190.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -95195.000000 Penalty: 685.322510
	Iteration 28Q: 3 clusters Score -95195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -95197.882812 Penalty: 685.322510
	Iteration 29Q: 3 clusters Score -95197.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -95199.726562 Penalty: 685.322510
	Iteration 30Q: 3 clusters Score -95199.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -95201.273438 Penalty: 685.322510
	Iteration 31Q: 3 clusters Score -95201.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -95202.406250 Penalty: 685.322510
	Iteration 32Q: 3 clusters Score -95202.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -95203.820312 Penalty: 685.322510
	Iteration 33Q: 3 clusters Score -95203.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -95204.812500 Penalty: 685.322510
	Iteration 34Q: 3 clusters Score -95204.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -95205.109375 Penalty: 685.322510
	Iteration 35Q: 3 clusters Score -95205.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -95205.781250 Penalty: 685.322510
	Iteration 36Q: 3 clusters Score -95205.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -95205.898438 Penalty: 685.322510
	Iteration 37Q: 3 clusters Score -95205.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -95205.898438 Penalty: 685.322510
	Iteration 38F: 3 clusters Score -95205.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 767 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8163 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 101 members 
Mstep: Class 49 contains 599 members 
Entering Unmasked Estep 
Score: -10139517.000000 Penalty: 27083.880859
Splitting cluster 27 changes total score from -10139445.000000 to -10139517.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 28 (8101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Entering Unmasked Estep 
Score: -468927.125000 Penalty: 409.488281
	Iteration 0F: 2 clusters Score -468927.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -463500.656250 Penalty: 818.976562
	Iteration 0F: 3 clusters Score -463500.7 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -465565.406250 Penalty: 818.976562
	Iteration 1F: 3 clusters Score -465565.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -465729.562500 Penalty: 818.976562
	Iteration 2F: 3 clusters Score -465729.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -465885.562500 Penalty: 818.976562
	Iteration 3Q: 3 clusters Score -465885.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -466048.625000 Penalty: 818.976562
	Iteration 4Q: 3 clusters Score -466048.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -466241.187500 Penalty: 818.976562
	Iteration 5Q: 3 clusters Score -466241.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -466489.375000 Penalty: 818.976562
	Iteration 6Q: 3 clusters Score -466489.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -466820.093750 Penalty: 818.976562
	Iteration 7F: 3 clusters Score -466820.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -467160.000000 Penalty: 818.976562
	Iteration 8F: 3 clusters Score -467160 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -467362.687500 Penalty: 818.976562
	Iteration 9Q: 3 clusters Score -467362.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -467432.281250 Penalty: 818.976562
	Iteration 10Q: 3 clusters Score -467432.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -467461.218750 Penalty: 818.976562
	Iteration 11Q: 3 clusters Score -467461.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -467476.156250 Penalty: 818.976562
	Iteration 12Q: 3 clusters Score -467476.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -467490.343750 Penalty: 818.976562
	Iteration 13Q: 3 clusters Score -467490.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -467505.156250 Penalty: 818.976562
	Iteration 14Q: 3 clusters Score -467505.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -467519.343750 Penalty: 818.976562
	Iteration 15Q: 3 clusters Score -467519.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -467534.281250 Penalty: 818.976562
	Iteration 16Q: 3 clusters Score -467534.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -467549.062500 Penalty: 818.976562
	Iteration 17Q: 3 clusters Score -467549.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -467564.125000 Penalty: 818.976562
	Iteration 18Q: 3 clusters Score -467564.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -467580.062500 Penalty: 818.976562
	Iteration 19Q: 3 clusters Score -467580.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -467601.531250 Penalty: 818.976562
	Iteration 20F: 3 clusters Score -467601.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -467624.343750 Penalty: 818.976562
	Iteration 21Q: 3 clusters Score -467624.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -467649.062500 Penalty: 818.976562
	Iteration 22Q: 3 clusters Score -467649.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -467679.125000 Penalty: 818.976562
	Iteration 23Q: 3 clusters Score -467679.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -467704.843750 Penalty: 818.976562
	Iteration 24Q: 3 clusters Score -467704.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -467734.656250 Penalty: 818.976562
	Iteration 25Q: 3 clusters Score -467734.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -467764.156250 Penalty: 818.976562
	Iteration 26Q: 3 clusters Score -467764.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -467789.437500 Penalty: 818.976562
	Iteration 27Q: 3 clusters Score -467789.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -467824.312500 Penalty: 818.976562
	Iteration 28Q: 3 clusters Score -467824.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -467862.625000 Penalty: 818.976562
	Iteration 29Q: 3 clusters Score -467862.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -467902.281250 Penalty: 818.976562
	Iteration 30Q: 3 clusters Score -467902.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -467938.093750 Penalty: 818.976562
	Iteration 31Q: 3 clusters Score -467938.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -467974.437500 Penalty: 818.976562
	Iteration 32Q: 3 clusters Score -467974.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -468013.812500 Penalty: 818.976562
	Iteration 33Q: 3 clusters Score -468013.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -468052.093750 Penalty: 818.976562
	Iteration 34Q: 3 clusters Score -468052.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -468087.031250 Penalty: 818.976562
	Iteration 35Q: 3 clusters Score -468087 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -468114.812500 Penalty: 818.976562
	Iteration 36Q: 3 clusters Score -468114.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -468138.125000 Penalty: 818.976562
	Iteration 37Q: 3 clusters Score -468138.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -468158.562500 Penalty: 818.976562
	Iteration 38Q: 3 clusters Score -468158.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -468177.937500 Penalty: 818.976562
	Iteration 39Q: 3 clusters Score -468177.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -468194.031250 Penalty: 818.976562
	Iteration 40F: 3 clusters Score -468194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -468210.812500 Penalty: 818.976562
	Iteration 41Q: 3 clusters Score -468210.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -468235.125000 Penalty: 818.976562
	Iteration 42Q: 3 clusters Score -468235.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -468255.750000 Penalty: 818.976562
	Iteration 43Q: 3 clusters Score -468255.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -468280.968750 Penalty: 818.976562
	Iteration 44Q: 3 clusters Score -468281 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -468306.937500 Penalty: 818.976562
	Iteration 45Q: 3 clusters Score -468306.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -468325.718750 Penalty: 818.976562
	Iteration 46Q: 3 clusters Score -468325.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -468341.218750 Penalty: 818.976562
	Iteration 47Q: 3 clusters Score -468341.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -468353.437500 Penalty: 818.976562
	Iteration 48Q: 3 clusters Score -468353.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -468360.375000 Penalty: 818.976562
	Iteration 49Q: 3 clusters Score -468360.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -468364.531250 Penalty: 818.976562
	Iteration 50Q: 3 clusters Score -468364.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -468368.593750 Penalty: 818.976562
	Iteration 51Q: 3 clusters Score -468368.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -468372.031250 Penalty: 818.976562
	Iteration 52Q: 3 clusters Score -468372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -468375.218750 Penalty: 818.976562
	Iteration 53Q: 3 clusters Score -468375.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -468379.031250 Penalty: 818.976562
	Iteration 54Q: 3 clusters Score -468379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -468388.281250 Penalty: 818.976562
	Iteration 55Q: 3 clusters Score -468388.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -468396.312500 Penalty: 818.976562
	Iteration 56Q: 3 clusters Score -468396.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -468403.062500 Penalty: 818.976562
	Iteration 57Q: 3 clusters Score -468403.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -468412.406250 Penalty: 818.976562
	Iteration 58Q: 3 clusters Score -468412.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -468424.250000 Penalty: 818.976562
	Iteration 59Q: 3 clusters Score -468424.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -468435.968750 Penalty: 818.976562
	Iteration 60F: 3 clusters Score -468436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -468451.843750 Penalty: 818.976562
	Iteration 61Q: 3 clusters Score -468451.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -468462.468750 Penalty: 818.976562
	Iteration 62Q: 3 clusters Score -468462.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -468473.000000 Penalty: 818.976562
	Iteration 63Q: 3 clusters Score -468473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -468487.281250 Penalty: 818.976562
	Iteration 64Q: 3 clusters Score -468487.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -468501.218750 Penalty: 818.976562
	Iteration 65Q: 3 clusters Score -468501.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -468511.125000 Penalty: 818.976562
	Iteration 66Q: 3 clusters Score -468511.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -468513.593750 Penalty: 818.976562
	Iteration 67Q: 3 clusters Score -468513.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -468516.468750 Penalty: 818.976562
	Iteration 68Q: 3 clusters Score -468516.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -468518.718750 Penalty: 818.976562
	Iteration 69Q: 3 clusters Score -468518.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -468521.437500 Penalty: 818.976562
	Iteration 70Q: 3 clusters Score -468521.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -468524.093750 Penalty: 818.976562
	Iteration 71Q: 3 clusters Score -468524.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -468525.812500 Penalty: 818.976562
	Iteration 72Q: 3 clusters Score -468525.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -468528.843750 Penalty: 818.976562
	Iteration 73Q: 3 clusters Score -468528.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -468531.687500 Penalty: 818.976562
	Iteration 74Q: 3 clusters Score -468531.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -468536.031250 Penalty: 818.976562
	Iteration 75Q: 3 clusters Score -468536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -468543.687500 Penalty: 818.976562
	Iteration 76Q: 3 clusters Score -468543.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -468553.750000 Penalty: 818.976562
	Iteration 77Q: 3 clusters Score -468553.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -468564.500000 Penalty: 818.976562
	Iteration 78Q: 3 clusters Score -468564.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -468583.656250 Penalty: 818.976562
	Iteration 79Q: 3 clusters Score -468583.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -468604.718750 Penalty: 818.976562
	Iteration 80F: 3 clusters Score -468604.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -468627.187500 Penalty: 818.976562
	Iteration 81Q: 3 clusters Score -468627.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -468654.312500 Penalty: 818.976562
	Iteration 82Q: 3 clusters Score -468654.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -468669.187500 Penalty: 818.976562
	Iteration 83Q: 3 clusters Score -468669.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -468684.687500 Penalty: 818.976562
	Iteration 84Q: 3 clusters Score -468684.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -468693.875000 Penalty: 818.976562
	Iteration 85Q: 3 clusters Score -468693.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -468702.406250 Penalty: 818.976562
	Iteration 86Q: 3 clusters Score -468702.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -468708.875000 Penalty: 818.976562
	Iteration 87Q: 3 clusters Score -468708.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -468711.187500 Penalty: 818.976562
	Iteration 88Q: 3 clusters Score -468711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -468711.906250 Penalty: 818.976562
	Iteration 89Q: 3 clusters Score -468711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -468712.562500 Penalty: 818.976562
	Iteration 90Q: 3 clusters Score -468712.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -468712.562500 Penalty: 818.976562
	Iteration 91F: 3 clusters Score -468712.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -3864.932861 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -3864.933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3692.219971 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -3692.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3725.215820 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -3725.216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3736.092773 Penalty: 407.437653
	Iteration 2F: 3 clusters Score -3736.093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3746.376709 Penalty: 407.437653
	Iteration 3Q: 3 clusters Score -3746.377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3749.280273 Penalty: 407.437653
	Iteration 4Q: 3 clusters Score -3749.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3752.917725 Penalty: 407.437653
	Iteration 5Q: 3 clusters Score -3752.918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3752.917725 Penalty: 407.437653
	Iteration 6F: 3 clusters Score -3752.918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -40921.277344 Penalty: 302.233154
	Iteration 0F: 2 clusters Score -40921.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40271.679688 Penalty: 604.466309
	Iteration 0F: 3 clusters Score -40271.68 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40618.953125 Penalty: 604.466309
	Iteration 1F: 3 clusters Score -40618.95 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -40792.421875 Penalty: 604.466309
	Iteration 2F: 3 clusters Score -40792.42 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -40886.250000 Penalty: 604.466309
	Iteration 3F: 3 clusters Score -40886.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -40911.230469 Penalty: 604.466309
	Iteration 4Q: 3 clusters Score -40911.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -40928.460938 Penalty: 604.466309
	Iteration 5Q: 3 clusters Score -40928.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -40948.710938 Penalty: 604.466309
	Iteration 6Q: 3 clusters Score -40948.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -40977.492188 Penalty: 604.466309
	Iteration 7Q: 3 clusters Score -40977.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -40992.378906 Penalty: 604.466309
	Iteration 8Q: 3 clusters Score -40992.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -41001.562500 Penalty: 604.466309
	Iteration 9Q: 3 clusters Score -41001.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -41009.394531 Penalty: 604.466309
	Iteration 10Q: 3 clusters Score -41009.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -41021.718750 Penalty: 604.466309
	Iteration 11Q: 3 clusters Score -41021.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -41035.191406 Penalty: 604.466309
	Iteration 12Q: 3 clusters Score -41035.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -41044.988281 Penalty: 604.466309
	Iteration 13Q: 3 clusters Score -41044.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -41059.832031 Penalty: 604.466309
	Iteration 14Q: 3 clusters Score -41059.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -41068.113281 Penalty: 604.466309
	Iteration 15Q: 3 clusters Score -41068.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -41076.089844 Penalty: 604.466309
	Iteration 16Q: 3 clusters Score -41076.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -41088.421875 Penalty: 604.466309
	Iteration 17Q: 3 clusters Score -41088.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -41111.437500 Penalty: 604.466309
	Iteration 18Q: 3 clusters Score -41111.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -41128.242188 Penalty: 604.466309
	Iteration 19Q: 3 clusters Score -41128.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -41140.996094 Penalty: 604.466309
	Iteration 20F: 3 clusters Score -41141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -41144.570312 Penalty: 604.466309
	Iteration 21Q: 3 clusters Score -41144.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -41145.257812 Penalty: 604.466309
	Iteration 22Q: 3 clusters Score -41145.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -41145.257812 Penalty: 604.466309
	Iteration 23F: 3 clusters Score -41145.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8163 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 101 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 460 members 
Entering Unmasked Estep 
Score: -10139488.000000 Penalty: 27636.613281
Splitting cluster 30 changes total score from -10139445.000000 to -10139488.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 31 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -6254.525391 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -6254.525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5961.509277 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -5961.509 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6046.978027 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -6046.978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6085.384277 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -6085.384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6104.648926 Penalty: 489.150330
	Iteration 3F: 3 clusters Score -6104.649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6114.231445 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -6114.231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6122.305176 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -6122.305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6130.091797 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -6130.092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6133.831055 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -6133.831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6140.926758 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -6140.927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6144.789551 Penalty: 489.150330
	Iteration 9Q: 3 clusters Score -6144.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6154.485840 Penalty: 489.150330
	Iteration 10Q: 3 clusters Score -6154.486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6175.317383 Penalty: 489.150330
	Iteration 11Q: 3 clusters Score -6175.317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6184.084961 Penalty: 489.150330
	Iteration 12Q: 3 clusters Score -6184.085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6185.133301 Penalty: 489.150330
	Iteration 13Q: 3 clusters Score -6185.133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6186.339844 Penalty: 489.150330
	Iteration 14Q: 3 clusters Score -6186.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6189.624512 Penalty: 489.150330
	Iteration 15Q: 3 clusters Score -6189.625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6189.624512 Penalty: 489.150330
	Iteration 16F: 3 clusters Score -6189.625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (67 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Entering Unmasked Estep 
Score: -3458.965088 Penalty: 191.313522
	Iteration 0F: 2 clusters Score -3458.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3296.894531 Penalty: 382.627045
	Iteration 0F: 3 clusters Score -3296.895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3321.188477 Penalty: 382.627045
	Iteration 1F: 3 clusters Score -3321.188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3341.842773 Penalty: 382.627045
	Iteration 2Q: 3 clusters Score -3341.843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3341.842773 Penalty: 382.627045
	Iteration 3F: 3 clusters Score -3341.843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -13169.380859 Penalty: 256.056763
	Iteration 0F: 2 clusters Score -13169.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12856.595703 Penalty: 512.113525
	Iteration 0F: 3 clusters Score -12856.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13035.003906 Penalty: 512.113525
	Iteration 1F: 3 clusters Score -13035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13120.264648 Penalty: 512.113525
	Iteration 2F: 3 clusters Score -13120.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13237.267578 Penalty: 512.113525
	Iteration 3F: 3 clusters Score -13237.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13291.936523 Penalty: 512.113525
	Iteration 4F: 3 clusters Score -13291.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13308.686523 Penalty: 512.113525
	Iteration 5Q: 3 clusters Score -13308.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13309.639648 Penalty: 512.113525
	Iteration 6Q: 3 clusters Score -13309.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13309.639648 Penalty: 512.113525
	Iteration 7F: 3 clusters Score -13309.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 119 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8163 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 101 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 460 members 
Mstep: Class 51 contains 159 members 
Entering Unmasked Estep 
Score: -10139325.000000 Penalty: 28189.345703
Splitting cluster 33 changes total score from -10139445.000000 to -10139325.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -23310.712891 Penalty: 275.796265
	Iteration 0F: 2 clusters Score -23310.71 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 212 members 
Entering Unmasked Estep 
Score: -22867.580078 Penalty: 551.592529
	Iteration 0F: 3 clusters Score -22867.58 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23041.427734 Penalty: 551.592529
	Iteration 1F: 3 clusters Score -23041.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23115.843750 Penalty: 551.592529
	Iteration 2F: 3 clusters Score -23115.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23220.242188 Penalty: 551.592529
	Iteration 3F: 3 clusters Score -23220.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23447.203125 Penalty: 551.592529
	Iteration 4F: 3 clusters Score -23447.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23547.392578 Penalty: 551.592529
	Iteration 5Q: 3 clusters Score -23547.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23575.103516 Penalty: 551.592529
	Iteration 6Q: 3 clusters Score -23575.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23603.970703 Penalty: 551.592529
	Iteration 7Q: 3 clusters Score -23603.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -23628.994141 Penalty: 551.592529
	Iteration 8Q: 3 clusters Score -23628.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -23649.023438 Penalty: 551.592529
	Iteration 9Q: 3 clusters Score -23649.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -23664.773438 Penalty: 551.592529
	Iteration 10Q: 3 clusters Score -23664.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -23667.300781 Penalty: 551.592529
	Iteration 11Q: 3 clusters Score -23667.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -23667.300781 Penalty: 551.592529
	Iteration 12F: 3 clusters Score -23667.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 126 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8163 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 101 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 460 members 
Mstep: Class 51 contains 303 members 
Entering Unmasked Estep 
Score: -10139566.000000 Penalty: 28189.345703
Splitting cluster 34 changes total score from -10139445.000000 to -10139566.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 35 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -335280.125000 Penalty: 397.488342
	Iteration 0F: 2 clusters Score -335280.1 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 3047 members 
Entering Unmasked Estep 
Score: -331075.843750 Penalty: 794.976685
	Iteration 0F: 3 clusters Score -331075.8 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -332803.875000 Penalty: 794.976685
	Iteration 1F: 3 clusters Score -332803.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -333142.937500 Penalty: 794.976685
	Iteration 2F: 3 clusters Score -333142.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -333493.687500 Penalty: 794.976685
	Iteration 3F: 3 clusters Score -333493.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -333835.281250 Penalty: 794.976685
	Iteration 4F: 3 clusters Score -333835.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -334139.156250 Penalty: 794.976685
	Iteration 5F: 3 clusters Score -334139.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -334420.343750 Penalty: 794.976685
	Iteration 6F: 3 clusters Score -334420.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -334618.843750 Penalty: 794.976685
	Iteration 7Q: 3 clusters Score -334618.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -334748.968750 Penalty: 794.976685
	Iteration 8Q: 3 clusters Score -334749 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -334834.687500 Penalty: 794.976685
	Iteration 9Q: 3 clusters Score -334834.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -334892.843750 Penalty: 794.976685
	Iteration 10Q: 3 clusters Score -334892.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -334925.343750 Penalty: 794.976685
	Iteration 11Q: 3 clusters Score -334925.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -334945.156250 Penalty: 794.976685
	Iteration 12Q: 3 clusters Score -334945.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -334968.718750 Penalty: 794.976685
	Iteration 13Q: 3 clusters Score -334968.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -334989.625000 Penalty: 794.976685
	Iteration 14Q: 3 clusters Score -334989.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -335004.250000 Penalty: 794.976685
	Iteration 15Q: 3 clusters Score -335004.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -335012.000000 Penalty: 794.976685
	Iteration 16Q: 3 clusters Score -335012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -335017.593750 Penalty: 794.976685
	Iteration 17Q: 3 clusters Score -335017.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -335020.250000 Penalty: 794.976685
	Iteration 18Q: 3 clusters Score -335020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -335022.375000 Penalty: 794.976685
	Iteration 19Q: 3 clusters Score -335022.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -335024.281250 Penalty: 794.976685
	Iteration 20F: 3 clusters Score -335024.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -335025.812500 Penalty: 794.976685
	Iteration 21Q: 3 clusters Score -335025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -335026.875000 Penalty: 794.976685
	Iteration 22Q: 3 clusters Score -335026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -335026.875000 Penalty: 794.976685
	Iteration 23Q: 3 clusters Score -335026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -335027.531250 Penalty: 794.976685
	Iteration 24Q: 3 clusters Score -335027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -335028.125000 Penalty: 794.976685
	Iteration 25Q: 3 clusters Score -335028.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -335028.625000 Penalty: 794.976685
	Iteration 26Q: 3 clusters Score -335028.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -335029.812500 Penalty: 794.976685
	Iteration 27Q: 3 clusters Score -335029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -335029.593750 Penalty: 794.976685
	Iteration 28Q: 3 clusters Score -335029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -335030.156250 Penalty: 794.976685
	Iteration 29Q: 3 clusters Score -335030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -335031.343750 Penalty: 794.976685
	Iteration 30Q: 3 clusters Score -335031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -335031.750000 Penalty: 794.976685
	Iteration 31Q: 3 clusters Score -335031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -335032.406250 Penalty: 794.976685
	Iteration 32Q: 3 clusters Score -335032.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -335032.406250 Penalty: 794.976685
	Iteration 33Q: 3 clusters Score -335032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -335032.406250 Penalty: 794.976685
	Iteration 34F: 3 clusters Score -335032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -5650.574707 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -5650.575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5398.943359 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -5398.943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5468.281250 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -5468.281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5490.246094 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -5490.246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5502.852539 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -5502.853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5507.918945 Penalty: 458.951691
	Iteration 4Q: 3 clusters Score -5507.919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5535.019043 Penalty: 458.951691
	Iteration 5Q: 3 clusters Score -5535.019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5539.103027 Penalty: 458.951691
	Iteration 6Q: 3 clusters Score -5539.103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5540.399414 Penalty: 458.951691
	Iteration 7Q: 3 clusters Score -5540.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5540.399414 Penalty: 458.951691
	Iteration 8F: 3 clusters Score -5540.399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -34952.531250 Penalty: 292.844849
	Iteration 0F: 2 clusters Score -34952.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -34382.890625 Penalty: 585.689697
	Iteration 0F: 3 clusters Score -34382.89 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -34582.390625 Penalty: 585.689697
	Iteration 1F: 3 clusters Score -34582.39 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -34697.417969 Penalty: 585.689697
	Iteration 2F: 3 clusters Score -34697.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34768.808594 Penalty: 585.689697
	Iteration 3F: 3 clusters Score -34768.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34832.890625 Penalty: 585.689697
	Iteration 4F: 3 clusters Score -34832.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34868.031250 Penalty: 585.689697
	Iteration 5Q: 3 clusters Score -34868.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34892.449219 Penalty: 585.689697
	Iteration 6Q: 3 clusters Score -34892.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -34923.460938 Penalty: 585.689697
	Iteration 7Q: 3 clusters Score -34923.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34959.894531 Penalty: 585.689697
	Iteration 8Q: 3 clusters Score -34959.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35006.320312 Penalty: 585.689697
	Iteration 9Q: 3 clusters Score -35006.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35010.656250 Penalty: 585.689697
	Iteration 10Q: 3 clusters Score -35010.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35011.316406 Penalty: 585.689697
	Iteration 11Q: 3 clusters Score -35011.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35011.316406 Penalty: 585.689697
	Iteration 12F: 3 clusters Score -35011.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 126 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 298 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 8163 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 101 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 460 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 326 members 
Entering Unmasked Estep 
Score: -10139363.000000 Penalty: 28742.078125
Splitting cluster 37 changes total score from -10139445.000000 to -10139363.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -164722.500000 Penalty: 362.809937
	Iteration 0F: 2 clusters Score -164722.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -162719.968750 Penalty: 725.619873
	Iteration 0F: 3 clusters Score -162720 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -163608.250000 Penalty: 725.619873
	Iteration 1F: 3 clusters Score -163608.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -163749.906250 Penalty: 725.619873
	Iteration 2F: 3 clusters Score -163749.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -163877.437500 Penalty: 725.619873
	Iteration 3F: 3 clusters Score -163877.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -164016.515625 Penalty: 725.619873
	Iteration 4F: 3 clusters Score -164016.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -164153.140625 Penalty: 725.619873
	Iteration 5F: 3 clusters Score -164153.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -164304.843750 Penalty: 725.619873
	Iteration 6Q: 3 clusters Score -164304.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -164435.343750 Penalty: 725.619873
	Iteration 7Q: 3 clusters Score -164435.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -164503.531250 Penalty: 725.619873
	Iteration 8Q: 3 clusters Score -164503.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -164537.687500 Penalty: 725.619873
	Iteration 9Q: 3 clusters Score -164537.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -164554.265625 Penalty: 725.619873
	Iteration 10Q: 3 clusters Score -164554.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -164565.609375 Penalty: 725.619873
	Iteration 11Q: 3 clusters Score -164565.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -164572.640625 Penalty: 725.619873
	Iteration 12Q: 3 clusters Score -164572.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -164579.031250 Penalty: 725.619873
	Iteration 13Q: 3 clusters Score -164579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -164582.406250 Penalty: 725.619873
	Iteration 14Q: 3 clusters Score -164582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -164583.812500 Penalty: 725.619873
	Iteration 15Q: 3 clusters Score -164583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -164585.750000 Penalty: 725.619873
	Iteration 16Q: 3 clusters Score -164585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -164586.921875 Penalty: 725.619873
	Iteration 17Q: 3 clusters Score -164586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -164588.234375 Penalty: 725.619873
	Iteration 18Q: 3 clusters Score -164588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -164589.656250 Penalty: 725.619873
	Iteration 19Q: 3 clusters Score -164589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -164592.406250 Penalty: 725.619873
	Iteration 20F: 3 clusters Score -164592.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -164595.187500 Penalty: 725.619873
	Iteration 21Q: 3 clusters Score -164595.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -164597.484375 Penalty: 725.619873
	Iteration 22Q: 3 clusters Score -164597.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -164598.765625 Penalty: 725.619873
	Iteration 23Q: 3 clusters Score -164598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -164599.937500 Penalty: 725.619873
	Iteration 24Q: 3 clusters Score -164599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -164600.703125 Penalty: 725.619873
	Iteration 25Q: 3 clusters Score -164600.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -164601.562500 Penalty: 725.619873
	Iteration 26Q: 3 clusters Score -164601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -164602.328125 Penalty: 725.619873
	Iteration 27Q: 3 clusters Score -164602.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -164602.312500 Penalty: 725.619873
	Iteration 28Q: 3 clusters Score -164602.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -164602.312500 Penalty: 725.619873
	Iteration 29F: 3 clusters Score -164602.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12156.279297 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12156.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11841.846680 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -11841.85 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11924.816406 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -11924.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11960.258789 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -11960.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11970.625000 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -11970.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11976.902344 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -11976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11980.406250 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -11980.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11982.182617 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -11982.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11982.182617 Penalty: 494.468689
	Iteration 7F: 3 clusters Score -11982.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Entering Unmasked Estep 
Score: -419181.000000 Penalty: 409.835205
	Iteration 0F: 2 clusters Score -419181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -413812.031250 Penalty: 819.670410
	Iteration 0F: 3 clusters Score -413812 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -416851.593750 Penalty: 819.670410
	Iteration 1F: 3 clusters Score -416851.6 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -417669.406250 Penalty: 819.670410
	Iteration 2F: 3 clusters Score -417669.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -418311.656250 Penalty: 819.670410
	Iteration 3F: 3 clusters Score -418311.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -418714.843750 Penalty: 819.670410
	Iteration 4F: 3 clusters Score -418714.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -418988.875000 Penalty: 819.670410
	Iteration 5Q: 3 clusters Score -418988.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -419165.625000 Penalty: 819.670410
	Iteration 6Q: 3 clusters Score -419165.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -419255.031250 Penalty: 819.670410
	Iteration 7Q: 3 clusters Score -419255 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -419311.343750 Penalty: 819.670410
	Iteration 8Q: 3 clusters Score -419311.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -419344.468750 Penalty: 819.670410
	Iteration 9Q: 3 clusters Score -419344.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -419369.468750 Penalty: 819.670410
	Iteration 10Q: 3 clusters Score -419369.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -419386.437500 Penalty: 819.670410
	Iteration 11Q: 3 clusters Score -419386.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -419399.406250 Penalty: 819.670410
	Iteration 12Q: 3 clusters Score -419399.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -419411.625000 Penalty: 819.670410
	Iteration 13Q: 3 clusters Score -419411.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -419421.031250 Penalty: 819.670410
	Iteration 14Q: 3 clusters Score -419421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -419427.875000 Penalty: 819.670410
	Iteration 15Q: 3 clusters Score -419427.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -419436.062500 Penalty: 819.670410
	Iteration 16Q: 3 clusters Score -419436.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -419441.125000 Penalty: 819.670410
	Iteration 17Q: 3 clusters Score -419441.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -419446.968750 Penalty: 819.670410
	Iteration 18Q: 3 clusters Score -419447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -419449.312500 Penalty: 819.670410
	Iteration 19Q: 3 clusters Score -419449.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -419453.031250 Penalty: 819.670410
	Iteration 20F: 3 clusters Score -419453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -419457.343750 Penalty: 819.670410
	Iteration 21Q: 3 clusters Score -419457.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -419460.875000 Penalty: 819.670410
	Iteration 22Q: 3 clusters Score -419460.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -419465.968750 Penalty: 819.670410
	Iteration 23Q: 3 clusters Score -419466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -419469.531250 Penalty: 819.670410
	Iteration 24Q: 3 clusters Score -419469.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -419472.312500 Penalty: 819.670410
	Iteration 25Q: 3 clusters Score -419472.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -419474.875000 Penalty: 819.670410
	Iteration 26Q: 3 clusters Score -419474.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -419476.031250 Penalty: 819.670410
	Iteration 27Q: 3 clusters Score -419476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -419479.250000 Penalty: 819.670410
	Iteration 28Q: 3 clusters Score -419479.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -419480.031250 Penalty: 819.670410
	Iteration 29Q: 3 clusters Score -419480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -419482.437500 Penalty: 819.670410
	Iteration 30Q: 3 clusters Score -419482.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -419487.437500 Penalty: 819.670410
	Iteration 31Q: 3 clusters Score -419487.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -419490.312500 Penalty: 819.670410
	Iteration 32Q: 3 clusters Score -419490.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -419495.937500 Penalty: 819.670410
	Iteration 33Q: 3 clusters Score -419495.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -419499.812500 Penalty: 819.670410
	Iteration 34Q: 3 clusters Score -419499.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -419502.125000 Penalty: 819.670410
	Iteration 35Q: 3 clusters Score -419502.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -419505.281250 Penalty: 819.670410
	Iteration 36Q: 3 clusters Score -419505.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -419507.156250 Penalty: 819.670410
	Iteration 37Q: 3 clusters Score -419507.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -419508.281250 Penalty: 819.670410
	Iteration 38Q: 3 clusters Score -419508.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -419508.718750 Penalty: 819.670410
	Iteration 39Q: 3 clusters Score -419508.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -419509.812500 Penalty: 819.670410
	Iteration 40F: 3 clusters Score -419509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -419509.843750 Penalty: 819.670410
	Iteration 41Q: 3 clusters Score -419509.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -419508.718750 Penalty: 819.670410
	Iteration 42Q: 3 clusters Score -419508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -419510.062500 Penalty: 819.670410
	Iteration 43Q: 3 clusters Score -419510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -419510.312500 Penalty: 819.670410
	Iteration 44Q: 3 clusters Score -419510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -419508.625000 Penalty: 819.670410
	Iteration 45Q: 3 clusters Score -419508.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -419510.656250 Penalty: 819.670410
	Iteration 46Q: 3 clusters Score -419510.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -419510.250000 Penalty: 819.670410
	Iteration 47Q: 3 clusters Score -419510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -419509.375000 Penalty: 819.670410
	Iteration 48Q: 3 clusters Score -419509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -419511.187500 Penalty: 819.670410
	Iteration 49Q: 3 clusters Score -419511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -419512.375000 Penalty: 819.670410
	Iteration 50Q: 3 clusters Score -419512.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -419512.125000 Penalty: 819.670410
	Iteration 51Q: 3 clusters Score -419512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -419511.718750 Penalty: 819.670410
	Iteration 52Q: 3 clusters Score -419511.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -419513.062500 Penalty: 819.670410
	Iteration 53Q: 3 clusters Score -419513.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -419514.250000 Penalty: 819.670410
	Iteration 54Q: 3 clusters Score -419514.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -419514.250000 Penalty: 819.670410
	Iteration 55Q: 3 clusters Score -419514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -419516.437500 Penalty: 819.670410
	Iteration 56Q: 3 clusters Score -419516.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -419515.593750 Penalty: 819.670410
	Iteration 57Q: 3 clusters Score -419515.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -419517.843750 Penalty: 819.670410
	Iteration 58Q: 3 clusters Score -419517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -419518.437500 Penalty: 819.670410
	Iteration 59Q: 3 clusters Score -419518.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -419518.718750 Penalty: 819.670410
	Iteration 60F: 3 clusters Score -419518.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -419517.750000 Penalty: 819.670410
	Iteration 61Q: 3 clusters Score -419517.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -419519.531250 Penalty: 819.670410
	Iteration 62Q: 3 clusters Score -419519.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -419519.343750 Penalty: 819.670410
	Iteration 63Q: 3 clusters Score -419519.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -419520.187500 Penalty: 819.670410
	Iteration 64Q: 3 clusters Score -419520.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -419520.937500 Penalty: 819.670410
	Iteration 65Q: 3 clusters Score -419520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -419521.062500 Penalty: 819.670410
	Iteration 66Q: 3 clusters Score -419521.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -419521.500000 Penalty: 819.670410
	Iteration 67Q: 3 clusters Score -419521.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -419521.500000 Penalty: 819.670410
	Iteration 68Q: 3 clusters Score -419521.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -419522.437500 Penalty: 819.670410
	Iteration 69Q: 3 clusters Score -419522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -419521.406250 Penalty: 819.670410
	Iteration 70Q: 3 clusters Score -419521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -419522.375000 Penalty: 819.670410
	Iteration 71Q: 3 clusters Score -419522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -419521.937500 Penalty: 819.670410
	Iteration 72Q: 3 clusters Score -419521.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -419521.937500 Penalty: 819.670410
	Iteration 73F: 3 clusters Score -419521.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 126 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 101 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 460 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 943 members 
Entering Unmasked Estep 
Score: -10139794.000000 Penalty: 28742.078125
Splitting cluster 40 changes total score from -10139445.000000 to -10139794.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 41 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -11666.998047 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -11667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11374.432617 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -11374.43 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11469.683594 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -11469.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11617.738281 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -11617.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11689.151367 Penalty: 492.865143
	Iteration 3F: 3 clusters Score -11689.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11728.095703 Penalty: 492.865143
	Iteration 4F: 3 clusters Score -11728.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11744.340820 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -11744.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11754.281250 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -11754.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11759.209961 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -11759.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11767.274414 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -11767.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11782.736328 Penalty: 492.865143
	Iteration 9Q: 3 clusters Score -11782.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11788.035156 Penalty: 492.865143
	Iteration 10Q: 3 clusters Score -11788.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11792.669922 Penalty: 492.865143
	Iteration 11Q: 3 clusters Score -11792.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11792.669922 Penalty: 492.865143
	Iteration 12F: 3 clusters Score -11792.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 126 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 94 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 101 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 460 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 943 members 
Mstep: Class 53 contains 131 members 
Entering Unmasked Estep 
Score: -10139616.000000 Penalty: 29294.808594
Splitting cluster 41 changes total score from -10139445.000000 to -10139616.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 42 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -12770.823242 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -12770.82 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 125 members 
Entering Unmasked Estep 
Score: -12507.882812 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -12507.88 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12646.092773 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -12646.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12674.791992 Penalty: 515.644836
	Iteration 2Q: 3 clusters Score -12674.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12682.471680 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -12682.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12692.083008 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -12692.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12700.562500 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -12700.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12711.410156 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -12711.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12717.711914 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -12717.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12723.362305 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -12723.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12727.065430 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -12727.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12729.662109 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -12729.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12729.662109 Penalty: 515.644836
	Iteration 11F: 3 clusters Score -12729.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -22416.175781 Penalty: 275.690094
	Iteration 0F: 2 clusters Score -22416.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21977.369141 Penalty: 551.380188
	Iteration 0F: 3 clusters Score -21977.37 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22153.070312 Penalty: 551.380188
	Iteration 1F: 3 clusters Score -22153.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22255.923828 Penalty: 551.380188
	Iteration 2F: 3 clusters Score -22255.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22322.791016 Penalty: 551.380188
	Iteration 3F: 3 clusters Score -22322.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22357.859375 Penalty: 551.380188
	Iteration 4Q: 3 clusters Score -22357.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22381.273438 Penalty: 551.380188
	Iteration 5Q: 3 clusters Score -22381.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22408.509766 Penalty: 551.380188
	Iteration 6Q: 3 clusters Score -22408.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22430.597656 Penalty: 551.380188
	Iteration 7Q: 3 clusters Score -22430.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22458.914062 Penalty: 551.380188
	Iteration 8Q: 3 clusters Score -22458.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22468.388672 Penalty: 551.380188
	Iteration 9Q: 3 clusters Score -22468.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22474.494141 Penalty: 551.380188
	Iteration 10Q: 3 clusters Score -22474.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22479.644531 Penalty: 551.380188
	Iteration 11Q: 3 clusters Score -22479.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22483.378906 Penalty: 551.380188
	Iteration 12Q: 3 clusters Score -22483.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22487.056641 Penalty: 551.380188
	Iteration 13Q: 3 clusters Score -22487.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22487.525391 Penalty: 551.380188
	Iteration 14Q: 3 clusters Score -22487.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22487.525391 Penalty: 551.380188
	Iteration 15F: 3 clusters Score -22487.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 126 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 94 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 279 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 521 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 101 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 460 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 943 members 
Mstep: Class 53 contains 131 members 
Mstep: Class 54 contains 149 members 
Entering Unmasked Estep 
Score: -10139399.000000 Penalty: 29847.541016
Splitting cluster 43 changes total score from -10139445.000000 to -10139399.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -24473.529297 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -24473.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24064.283203 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -24064.28 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24179.826172 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -24179.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24308.603516 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -24308.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24371.964844 Penalty: 546.128723
	Iteration 3F: 3 clusters Score -24371.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24409.966797 Penalty: 546.128723
	Iteration 4F: 3 clusters Score -24409.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24429.876953 Penalty: 546.128723
	Iteration 5Q: 3 clusters Score -24429.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24453.914062 Penalty: 546.128723
	Iteration 6Q: 3 clusters Score -24453.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24463.382812 Penalty: 546.128723
	Iteration 7Q: 3 clusters Score -24463.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24467.261719 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -24467.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24468.869141 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -24468.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24468.869141 Penalty: 546.128723
	Iteration 10F: 3 clusters Score -24468.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -27286.191406 Penalty: 284.636627
	Iteration 0F: 2 clusters Score -27286.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26790.775391 Penalty: 569.273254
	Iteration 0F: 3 clusters Score -26790.78 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27067.087891 Penalty: 569.273254
	Iteration 1F: 3 clusters Score -27067.09 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27152.910156 Penalty: 569.273254
	Iteration 2F: 3 clusters Score -27152.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27182.910156 Penalty: 569.273254
	Iteration 3F: 3 clusters Score -27182.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27198.722656 Penalty: 569.273254
	Iteration 4Q: 3 clusters Score -27198.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27211.291016 Penalty: 569.273254
	Iteration 5Q: 3 clusters Score -27211.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27223.880859 Penalty: 569.273254
	Iteration 6Q: 3 clusters Score -27223.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27233.896484 Penalty: 569.273254
	Iteration 7Q: 3 clusters Score -27233.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27266.632812 Penalty: 569.273254
	Iteration 8Q: 3 clusters Score -27266.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -27317.017578 Penalty: 569.273254
	Iteration 9Q: 3 clusters Score -27317.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -27332.960938 Penalty: 569.273254
	Iteration 10Q: 3 clusters Score -27332.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27345.923828 Penalty: 569.273254
	Iteration 11Q: 3 clusters Score -27345.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27381.500000 Penalty: 569.273254
	Iteration 12Q: 3 clusters Score -27381.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -27430.869141 Penalty: 569.273254
	Iteration 13Q: 3 clusters Score -27430.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -27464.769531 Penalty: 569.273254
	Iteration 14Q: 3 clusters Score -27464.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -27472.115234 Penalty: 569.273254
	Iteration 15Q: 3 clusters Score -27472.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27474.603516 Penalty: 569.273254
	Iteration 16Q: 3 clusters Score -27474.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27477.246094 Penalty: 569.273254
	Iteration 17F: 3 clusters Score -27477.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27489.498047 Penalty: 569.273254
	Iteration 18Q: 3 clusters Score -27489.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27506.714844 Penalty: 569.273254
	Iteration 19Q: 3 clusters Score -27506.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27520.873047 Penalty: 569.273254
	Iteration 20F: 3 clusters Score -27520.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27530.103516 Penalty: 569.273254
	Iteration 21Q: 3 clusters Score -27530.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27541.054688 Penalty: 569.273254
	Iteration 22Q: 3 clusters Score -27541.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27542.599609 Penalty: 569.273254
	Iteration 23Q: 3 clusters Score -27542.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -27545.300781 Penalty: 569.273254
	Iteration 24Q: 3 clusters Score -27545.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -27546.326172 Penalty: 569.273254
	Iteration 25Q: 3 clusters Score -27546.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27547.042969 Penalty: 569.273254
	Iteration 26Q: 3 clusters Score -27547.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27547.042969 Penalty: 569.273254
	Iteration 27F: 3 clusters Score -27547.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 126 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 94 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 210 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 101 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 460 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 943 members 
Mstep: Class 53 contains 131 members 
Mstep: Class 54 contains 311 members 
Entering Unmasked Estep 
Score: -10139620.000000 Penalty: 29847.541016
Splitting cluster 45 changes total score from -10139445.000000 to -10139620.000000
So it's getting split into cluster 54.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3054 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 126 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 624 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 94 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10139902.000000 Penalty: 29847.541016
Iteration 159Q: 55 clusters Score -1.01399e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 95 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 397 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 237 members 
Mstep: Class 12 contains 599 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 687 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 216 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 3053 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 363 members 
Mstep: Class 27 contains 1218 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 127 members 
Mstep: Class 35 contains 6221 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 623 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 7237 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 287 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 219 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 99 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 446 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 129 members 
Mstep: Class 54 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140429.000000 Penalty: 29847.541016
Iteration 160F: 55 clusters Score -1.014043e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 102368 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 396 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 590 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 686 members 
Mstep: Class 20 contains 37095 members 
Mstep: Class 21 contains 111 members 
Mstep: Class 22 contains 218 members 
Mstep: Class 23 contains 208 members 
Mstep: Class 24 contains 3053 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 364 members 
Mstep: Class 27 contains 1179 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 281 members 
Mstep: Class 34 contains 126 members 
Mstep: Class 35 contains 6220 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 621 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 7142 members 
Mstep: Class 41 contains 92 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 214 members 
Mstep: Class 46 contains 152 members 
Mstep: Class 47 contains 229 members 
Mstep: Class 48 contains 108 members 
Mstep: Class 49 contains 727 members 
Mstep: Class 50 contains 449 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 923 members 
Mstep: Class 53 contains 159 members 
Mstep: Class 54 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140754.000000 Penalty: 29847.541016
Iteration 161Q: 55 clusters Score -1.014075e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 102367 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 396 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 586 members 
Mstep: Class 13 contains 584 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 684 members 
Mstep: Class 20 contains 37095 members 
Mstep: Class 21 contains 109 members 
Mstep: Class 22 contains 220 members 
Mstep: Class 23 contains 207 members 
Mstep: Class 24 contains 3053 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1165 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 280 members 
Mstep: Class 34 contains 126 members 
Mstep: Class 35 contains 6221 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 618 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 229 members 
Mstep: Class 40 contains 7085 members 
Mstep: Class 41 contains 90 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 213 members 
Mstep: Class 46 contains 155 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 111 members 
Mstep: Class 49 contains 800 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 917 members 
Mstep: Class 53 contains 177 members 
Mstep: Class 54 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10140986.000000 Penalty: 29847.541016
Iteration 162Q: 55 clusters Score -1.014099e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 587 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 20 contains 37095 members 
Mstep: Class 21 contains 108 members 
Mstep: Class 22 contains 218 members 
Mstep: Class 23 contains 207 members 
Mstep: Class 24 contains 3053 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 367 members 
Mstep: Class 27 contains 1154 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 276 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 6222 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 617 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 7043 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 209 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 113 members 
Mstep: Class 49 contains 860 members 
Mstep: Class 50 contains 442 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 904 members 
Mstep: Class 53 contains 192 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141076.000000 Penalty: 29847.541016
Iteration 163Q: 55 clusters Score -1.014108e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 365 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 20 contains 37095 members 
Mstep: Class 21 contains 111 members 
Mstep: Class 22 contains 215 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3053 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 367 members 
Mstep: Class 27 contains 1141 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 310 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 275 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6222 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 615 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 7015 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 273 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 208 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 114 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 905 members 
Mstep: Class 53 contains 205 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141189.000000 Penalty: 29847.541016
Iteration 164Q: 55 clusters Score -1.014119e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 226 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 675 members 
Mstep: Class 20 contains 37095 members 
Mstep: Class 21 contains 113 members 
Mstep: Class 22 contains 213 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3053 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 310 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 272 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 615 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6969 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 273 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 209 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 113 members 
Mstep: Class 49 contains 964 members 
Mstep: Class 50 contains 436 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 902 members 
Mstep: Class 53 contains 219 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141269.000000 Penalty: 29847.541016
Iteration 165Q: 55 clusters Score -1.014127e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 396 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 221 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 118 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 672 members 
Mstep: Class 20 contains 37095 members 
Mstep: Class 21 contains 113 members 
Mstep: Class 22 contains 213 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3053 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1131 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 614 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6938 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 275 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 210 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 114 members 
Mstep: Class 49 contains 999 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 902 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141325.000000 Penalty: 29847.541016
Iteration 166Q: 55 clusters Score -1.014132e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 37095 members 
Mstep: Class 21 contains 113 members 
Mstep: Class 22 contains 213 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3053 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 310 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 265 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 613 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6920 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 275 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 211 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 113 members 
Mstep: Class 49 contains 1023 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141332.000000 Penalty: 29847.541016
Iteration 167Q: 55 clusters Score -1.014133e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 668 members 
Mstep: Class 20 contains 37095 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 213 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3053 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1114 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 308 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 263 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6910 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 212 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1048 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 899 members 
Mstep: Class 53 contains 240 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141364.000000 Penalty: 29847.541016
Iteration 168Q: 55 clusters Score -1.014136e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 218 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 37095 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 213 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3053 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1106 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 259 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6902 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 212 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1064 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 900 members 
Mstep: Class 53 contains 246 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141398.000000 Penalty: 29847.541016
Iteration 169Q: 55 clusters Score -1.01414e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 391 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 217 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 663 members 
Mstep: Class 20 contains 37094 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 213 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3053 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1102 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 256 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6897 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 277 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 211 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1080 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 903 members 
Mstep: Class 53 contains 250 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141414.000000 Penalty: 29847.541016
Iteration 170Q: 55 clusters Score -1.014141e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 386 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 122 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 663 members 
Mstep: Class 20 contains 37095 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 213 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3052 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1099 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 299 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 253 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6889 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 277 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 209 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1093 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 904 members 
Mstep: Class 53 contains 256 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141448.000000 Penalty: 29847.541016
Iteration 171Q: 55 clusters Score -1.014145e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 383 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 216 members 
Mstep: Class 12 contains 586 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 37097 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 212 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3050 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1092 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 297 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 249 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6889 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 280 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 207 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1103 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 904 members 
Mstep: Class 53 contains 265 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141488.000000 Penalty: 29847.541016
Iteration 172Q: 55 clusters Score -1.014149e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 217 members 
Mstep: Class 12 contains 588 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 122 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 663 members 
Mstep: Class 20 contains 37098 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 211 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3049 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 296 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6889 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 279 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 205 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1112 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 901 members 
Mstep: Class 53 contains 269 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141499.000000 Penalty: 29847.541016
Iteration 173Q: 55 clusters Score -1.01415e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 378 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 588 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 122 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 663 members 
Mstep: Class 20 contains 37098 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 243 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6893 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 279 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 203 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1127 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 894 members 
Mstep: Class 53 contains 272 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141523.000000 Penalty: 29847.541016
Iteration 174Q: 55 clusters Score -1.014152e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 375 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 590 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 122 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 663 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 239 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6889 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 279 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 200 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1139 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 894 members 
Mstep: Class 53 contains 277 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141561.000000 Penalty: 29847.541016
Iteration 175Q: 55 clusters Score -1.014156e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 122 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 288 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6883 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 279 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1147 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 892 members 
Mstep: Class 53 contains 284 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141593.000000 Penalty: 29847.541016
Iteration 176Q: 55 clusters Score -1.014159e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 369 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 122 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6879 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1150 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 893 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141577.000000 Penalty: 29847.541016
Iteration 177Q: 55 clusters Score -1.014158e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 666 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6876 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 892 members 
Mstep: Class 53 contains 290 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141597.000000 Penalty: 29847.541016
Iteration 178Q: 55 clusters Score -1.01416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 211 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 283 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6875 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 273 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1159 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 894 members 
Mstep: Class 53 contains 291 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141617.000000 Penalty: 29847.541016
Iteration 179Q: 55 clusters Score -1.014162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 211 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 282 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6876 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 271 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1163 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 292 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141653.000000 Penalty: 29847.541016
Iteration 180F: 55 clusters Score -1.014165e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 668 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 211 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1019 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6874 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 269 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 895 members 
Mstep: Class 53 contains 306 members 
Mstep: Class 54 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141721.000000 Penalty: 29847.541016
Iteration 181Q: 55 clusters Score -1.014172e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 597 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 668 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 211 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1007 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6862 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 190 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1179 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 321 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141729.000000 Penalty: 29847.541016
Iteration 182Q: 55 clusters Score -1.014173e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 597 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 666 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6862 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 267 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 184 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1192 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 897 members 
Mstep: Class 53 contains 330 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141773.000000 Penalty: 29847.541016
Iteration 183Q: 55 clusters Score -1.014177e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 589 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 990 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6853 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 266 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 183 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1208 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 340 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141791.000000 Penalty: 29847.541016
Iteration 184Q: 55 clusters Score -1.014179e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 588 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 120 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 984 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6841 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 265 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 181 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1224 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 900 members 
Mstep: Class 53 contains 347 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141799.000000 Penalty: 29847.541016
Iteration 185Q: 55 clusters Score -1.01418e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 588 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 973 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 275 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6835 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 265 members 
Mstep: Class 43 contains 429 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 181 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1240 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 902 members 
Mstep: Class 53 contains 354 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141795.000000 Penalty: 29847.541016
Iteration 186Q: 55 clusters Score -1.01418e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 588 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 663 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 275 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 229 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6834 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 263 members 
Mstep: Class 43 contains 429 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 181 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1264 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 900 members 
Mstep: Class 53 contains 361 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141829.000000 Penalty: 29847.541016
Iteration 187Q: 55 clusters Score -1.014183e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 663 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 274 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6837 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 262 members 
Mstep: Class 43 contains 429 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 181 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1290 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141871.000000 Penalty: 29847.541016
Iteration 188Q: 55 clusters Score -1.014187e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 586 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 662 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 911 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6830 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 263 members 
Mstep: Class 43 contains 429 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 181 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1305 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 897 members 
Mstep: Class 53 contains 377 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141913.000000 Penalty: 29847.541016
Iteration 189Q: 55 clusters Score -1.014191e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 233 members 
Mstep: Class 12 contains 586 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 661 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 194 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6822 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 263 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 181 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1312 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141947.000000 Penalty: 29847.541016
Iteration 190Q: 55 clusters Score -1.014195e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 233 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 134 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 192 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6817 members 
Mstep: Class 41 contains 92 members 
Mstep: Class 42 contains 264 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1320 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 899 members 
Mstep: Class 53 contains 396 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10141984.000000 Penalty: 29847.541016
Iteration 191Q: 55 clusters Score -1.014198e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 661 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 191 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 229 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6810 members 
Mstep: Class 41 contains 92 members 
Mstep: Class 42 contains 266 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1326 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 405 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142002.000000 Penalty: 29847.541016
Iteration 192Q: 55 clusters Score -1.0142e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 859 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6805 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 265 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1328 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 412 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142049.000000 Penalty: 29847.541016
Iteration 193Q: 55 clusters Score -1.014205e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 233 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 658 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 851 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6804 members 
Mstep: Class 41 contains 90 members 
Mstep: Class 42 contains 264 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1329 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 895 members 
Mstep: Class 53 contains 418 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142080.000000 Penalty: 29847.541016
Iteration 194Q: 55 clusters Score -1.014208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 600 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 658 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 844 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6801 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 263 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1332 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 895 members 
Mstep: Class 53 contains 421 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142073.000000 Penalty: 29847.541016
Iteration 195Q: 55 clusters Score -1.014207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 602 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 839 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6798 members 
Mstep: Class 41 contains 92 members 
Mstep: Class 42 contains 262 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1336 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 895 members 
Mstep: Class 53 contains 422 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142089.000000 Penalty: 29847.541016
Iteration 196Q: 55 clusters Score -1.014209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 236 members 
Mstep: Class 12 contains 603 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6798 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 261 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1338 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 895 members 
Mstep: Class 53 contains 422 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142085.000000 Penalty: 29847.541016
Iteration 197Q: 55 clusters Score -1.014208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 236 members 
Mstep: Class 12 contains 600 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6799 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 261 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1339 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142085.000000 Penalty: 29847.541016
Iteration 198Q: 55 clusters Score -1.014208e+07 nChanged 15
Entering ConstructFrom: 
Score: -10142085.000000 Penalty: 29847.541016
Entering ConstructFrom: 
Trying to split cluster 1 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -27238.513672 Penalty: 283.843781
	Iteration 0F: 2 clusters Score -27238.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26756.876953 Penalty: 567.687561
	Iteration 0F: 3 clusters Score -26756.88 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26915.283203 Penalty: 567.687561
	Iteration 1F: 3 clusters Score -26915.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26967.347656 Penalty: 567.687561
	Iteration 2F: 3 clusters Score -26967.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27013.927734 Penalty: 567.687561
	Iteration 3F: 3 clusters Score -27013.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27057.125000 Penalty: 567.687561
	Iteration 4Q: 3 clusters Score -27057.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27095.591797 Penalty: 567.687561
	Iteration 5Q: 3 clusters Score -27095.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27119.806641 Penalty: 567.687561
	Iteration 6Q: 3 clusters Score -27119.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27147.632812 Penalty: 567.687561
	Iteration 7Q: 3 clusters Score -27147.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27160.296875 Penalty: 567.687561
	Iteration 8Q: 3 clusters Score -27160.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27170.583984 Penalty: 567.687561
	Iteration 9Q: 3 clusters Score -27170.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27173.933594 Penalty: 567.687561
	Iteration 10Q: 3 clusters Score -27173.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27174.552734 Penalty: 567.687561
	Iteration 11Q: 3 clusters Score -27174.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27177.414062 Penalty: 567.687561
	Iteration 12Q: 3 clusters Score -27177.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27182.406250 Penalty: 567.687561
	Iteration 13Q: 3 clusters Score -27182.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27182.406250 Penalty: 567.687561
	Iteration 14F: 3 clusters Score -27182.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Entering Unmasked Estep 
Score: -5891647.500000 Penalty: 524.902100
	Iteration 0F: 2 clusters Score -5891648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -5827462.500000 Penalty: 1049.804199
	Iteration 0F: 3 clusters Score -5827462 nChanged 50164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -5858877.000000 Penalty: 1049.804199
	Iteration 1F: 3 clusters Score -5858877 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -5861392.000000 Penalty: 1049.804199
	Iteration 2F: 3 clusters Score -5861392 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -5864972.000000 Penalty: 1049.804199
	Iteration 3F: 3 clusters Score -5864972 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 63612 members 
Entering Unmasked Estep 
Score: -5869413.000000 Penalty: 1049.804199
	Iteration 4F: 3 clusters Score -5869413 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -5874282.000000 Penalty: 1049.804199
	Iteration 5F: 3 clusters Score -5874282 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -5878577.000000 Penalty: 1049.804199
	Iteration 6F: 3 clusters Score -5878577 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -5881916.500000 Penalty: 1049.804199
	Iteration 7F: 3 clusters Score -5881916 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
Score: -5883863.000000 Penalty: 1049.804199
	Iteration 8Q: 3 clusters Score -5883863 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -5884853.000000 Penalty: 1049.804199
	Iteration 9Q: 3 clusters Score -5884853 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -5885564.500000 Penalty: 1049.804199
	Iteration 10Q: 3 clusters Score -5885564 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 85607 members 
Entering Unmasked Estep 
Score: -5886080.000000 Penalty: 1049.804199
	Iteration 11Q: 3 clusters Score -5886080 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -5886463.500000 Penalty: 1049.804199
	Iteration 12Q: 3 clusters Score -5886464 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
Score: -5886787.000000 Penalty: 1049.804199
	Iteration 13Q: 3 clusters Score -5886787 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 90820 members 
Entering Unmasked Estep 
Score: -5887152.500000 Penalty: 1049.804199
	Iteration 14Q: 3 clusters Score -5887152 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -5887350.500000 Penalty: 1049.804199
	Iteration 15Q: 3 clusters Score -5887350 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -5887567.500000 Penalty: 1049.804199
	Iteration 16Q: 3 clusters Score -5887568 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 94328 members 
Entering Unmasked Estep 
Score: -5887757.000000 Penalty: 1049.804199
	Iteration 17Q: 3 clusters Score -5887757 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 95233 members 
Entering Unmasked Estep 
Score: -5887985.500000 Penalty: 1049.804199
	Iteration 18Q: 3 clusters Score -5887986 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 96061 members 
Entering Unmasked Estep 
Score: -5888233.500000 Penalty: 1049.804199
	Iteration 19Q: 3 clusters Score -5888234 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 96764 members 
Entering Unmasked Estep 
Score: -5888485.500000 Penalty: 1049.804199
	Iteration 20F: 3 clusters Score -5888486 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
Score: -5888714.500000 Penalty: 1049.804199
	Iteration 21Q: 3 clusters Score -5888714 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -5888931.000000 Penalty: 1049.804199
	Iteration 22Q: 3 clusters Score -5888931 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 98397 members 
Entering Unmasked Estep 
Score: -5889171.500000 Penalty: 1049.804199
	Iteration 23Q: 3 clusters Score -5889172 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 98810 members 
Entering Unmasked Estep 
Score: -5889387.000000 Penalty: 1049.804199
	Iteration 24Q: 3 clusters Score -5889387 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -5889539.500000 Penalty: 1049.804199
	Iteration 25Q: 3 clusters Score -5889540 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 99477 members 
Entering Unmasked Estep 
Score: -5889718.500000 Penalty: 1049.804199
	Iteration 26Q: 3 clusters Score -5889718 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 99791 members 
Entering Unmasked Estep 
Score: -5889855.500000 Penalty: 1049.804199
	Iteration 27Q: 3 clusters Score -5889856 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -5889983.500000 Penalty: 1049.804199
	Iteration 28Q: 3 clusters Score -5889984 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 100275 members 
Entering Unmasked Estep 
Score: -5890106.500000 Penalty: 1049.804199
	Iteration 29Q: 3 clusters Score -5890106 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 100459 members 
Entering Unmasked Estep 
Score: -5890196.500000 Penalty: 1049.804199
	Iteration 30Q: 3 clusters Score -5890196 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 100614 members 
Entering Unmasked Estep 
Score: -5890249.500000 Penalty: 1049.804199
	Iteration 31Q: 3 clusters Score -5890250 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 100742 members 
Entering Unmasked Estep 
Score: -5890327.500000 Penalty: 1049.804199
	Iteration 32Q: 3 clusters Score -5890328 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 100847 members 
Entering Unmasked Estep 
Score: -5890392.500000 Penalty: 1049.804199
	Iteration 33Q: 3 clusters Score -5890392 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
Score: -5890431.500000 Penalty: 1049.804199
	Iteration 34Q: 3 clusters Score -5890432 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
Score: -5890475.000000 Penalty: 1049.804199
	Iteration 35Q: 3 clusters Score -5890475 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 101082 members 
Entering Unmasked Estep 
Score: -5890503.500000 Penalty: 1049.804199
	Iteration 36Q: 3 clusters Score -5890504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 101150 members 
Entering Unmasked Estep 
Score: -5890550.500000 Penalty: 1049.804199
	Iteration 37Q: 3 clusters Score -5890550 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -5890584.500000 Penalty: 1049.804199
	Iteration 38Q: 3 clusters Score -5890584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 101260 members 
Entering Unmasked Estep 
Score: -5890626.500000 Penalty: 1049.804199
	Iteration 39Q: 3 clusters Score -5890626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 101311 members 
Entering Unmasked Estep 
Score: -5890649.000000 Penalty: 1049.804199
	Iteration 40F: 3 clusters Score -5890649 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 101362 members 
Entering Unmasked Estep 
Score: -5890680.000000 Penalty: 1049.804199
	Iteration 41Q: 3 clusters Score -5890680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 101400 members 
Entering Unmasked Estep 
Score: -5890707.500000 Penalty: 1049.804199
	Iteration 42Q: 3 clusters Score -5890708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 101434 members 
Entering Unmasked Estep 
Score: -5890738.000000 Penalty: 1049.804199
	Iteration 43Q: 3 clusters Score -5890738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 101471 members 
Entering Unmasked Estep 
Score: -5890766.500000 Penalty: 1049.804199
	Iteration 44Q: 3 clusters Score -5890766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 101506 members 
Entering Unmasked Estep 
Score: -5890796.500000 Penalty: 1049.804199
	Iteration 45Q: 3 clusters Score -5890796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 101538 members 
Entering Unmasked Estep 
Score: -5890810.000000 Penalty: 1049.804199
	Iteration 46Q: 3 clusters Score -5890810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 101567 members 
Entering Unmasked Estep 
Score: -5890834.500000 Penalty: 1049.804199
	Iteration 47Q: 3 clusters Score -5890834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 101599 members 
Entering Unmasked Estep 
Score: -5890840.000000 Penalty: 1049.804199
	Iteration 48Q: 3 clusters Score -5890840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 101624 members 
Entering Unmasked Estep 
Score: -5890862.000000 Penalty: 1049.804199
	Iteration 49Q: 3 clusters Score -5890862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 101648 members 
Entering Unmasked Estep 
Score: -5890870.500000 Penalty: 1049.804199
	Iteration 50Q: 3 clusters Score -5890870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 101672 members 
Entering Unmasked Estep 
Score: -5890891.000000 Penalty: 1049.804199
	Iteration 51Q: 3 clusters Score -5890891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -5890907.000000 Penalty: 1049.804199
	Iteration 52Q: 3 clusters Score -5890907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 101700 members 
Entering Unmasked Estep 
Score: -5890908.000000 Penalty: 1049.804199
	Iteration 53Q: 3 clusters Score -5890908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 101713 members 
Entering Unmasked Estep 
Score: -5890915.000000 Penalty: 1049.804199
	Iteration 54Q: 3 clusters Score -5890915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 101721 members 
Entering Unmasked Estep 
Score: -5890915.500000 Penalty: 1049.804199
	Iteration 55Q: 3 clusters Score -5890916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 101726 members 
Entering Unmasked Estep 
Score: -5890922.500000 Penalty: 1049.804199
	Iteration 56Q: 3 clusters Score -5890922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 101728 members 
Entering Unmasked Estep 
Score: -5890924.000000 Penalty: 1049.804199
	Iteration 57Q: 3 clusters Score -5890924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 101734 members 
Entering Unmasked Estep 
Score: -5890928.000000 Penalty: 1049.804199
	Iteration 58Q: 3 clusters Score -5890928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 101733 members 
Entering Unmasked Estep 
Score: -5890923.500000 Penalty: 1049.804199
	Iteration 59Q: 3 clusters Score -5890924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 101739 members 
Entering Unmasked Estep 
Score: -5890923.000000 Penalty: 1049.804199
	Iteration 60F: 3 clusters Score -5890923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 101748 members 
Entering Unmasked Estep 
Score: -5890929.500000 Penalty: 1049.804199
	Iteration 61Q: 3 clusters Score -5890930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 101756 members 
Entering Unmasked Estep 
Score: -5890936.500000 Penalty: 1049.804199
	Iteration 62Q: 3 clusters Score -5890936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 101762 members 
Entering Unmasked Estep 
Score: -5890938.000000 Penalty: 1049.804199
	Iteration 63Q: 3 clusters Score -5890938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 101767 members 
Entering Unmasked Estep 
Score: -5890936.500000 Penalty: 1049.804199
	Iteration 64Q: 3 clusters Score -5890936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -5890946.500000 Penalty: 1049.804199
	Iteration 65Q: 3 clusters Score -5890946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -5890944.000000 Penalty: 1049.804199
	Iteration 66Q: 3 clusters Score -5890944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -5890941.000000 Penalty: 1049.804199
	Iteration 67Q: 3 clusters Score -5890941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -5890947.500000 Penalty: 1049.804199
	Iteration 68Q: 3 clusters Score -5890948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -5890950.000000 Penalty: 1049.804199
	Iteration 69Q: 3 clusters Score -5890950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -5890945.500000 Penalty: 1049.804199
	Iteration 70Q: 3 clusters Score -5890946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 101778 members 
Entering Unmasked Estep 
Score: -5890954.000000 Penalty: 1049.804199
	Iteration 71Q: 3 clusters Score -5890954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 101778 members 
Entering Unmasked Estep 
Score: -5890955.500000 Penalty: 1049.804199
	Iteration 72Q: 3 clusters Score -5890956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 101781 members 
Entering Unmasked Estep 
Score: -5890956.500000 Penalty: 1049.804199
	Iteration 73Q: 3 clusters Score -5890956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 101779 members 
Entering Unmasked Estep 
Score: -5890962.500000 Penalty: 1049.804199
	Iteration 74Q: 3 clusters Score -5890962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -5890954.000000 Penalty: 1049.804199
	Iteration 75Q: 3 clusters Score -5890954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 101776 members 
Entering Unmasked Estep 
Score: -5890956.500000 Penalty: 1049.804199
	Iteration 76Q: 3 clusters Score -5890956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 101778 members 
Entering Unmasked Estep 
Score: -5890964.500000 Penalty: 1049.804199
	Iteration 77Q: 3 clusters Score -5890964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 101779 members 
Entering Unmasked Estep 
Score: -5890965.000000 Penalty: 1049.804199
	Iteration 78Q: 3 clusters Score -5890965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 101779 members 
Entering Unmasked Estep 
Score: -5890968.500000 Penalty: 1049.804199
	Iteration 79Q: 3 clusters Score -5890968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 101780 members 
Entering Unmasked Estep 
Score: -5890967.500000 Penalty: 1049.804199
	Iteration 80F: 3 clusters Score -5890968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 101779 members 
Entering Unmasked Estep 
Score: -5890971.000000 Penalty: 1049.804199
	Iteration 81Q: 3 clusters Score -5890971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 101778 members 
Entering Unmasked Estep 
Score: -5890969.000000 Penalty: 1049.804199
	Iteration 82Q: 3 clusters Score -5890969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 101778 members 
Entering Unmasked Estep 
Score: -5890969.000000 Penalty: 1049.804199
	Iteration 83F: 3 clusters Score -5890969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -6293.553223 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6293.553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6059.309082 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6059.309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6088.457031 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6088.457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6094.471191 Penalty: 444.334991
	Iteration 2Q: 3 clusters Score -6094.471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6108.486328 Penalty: 444.334991
	Iteration 3F: 3 clusters Score -6108.486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6131.687988 Penalty: 444.334991
	Iteration 4F: 3 clusters Score -6131.688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6143.077148 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -6143.077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6144.571777 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -6144.572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6149.852539 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -6149.853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6149.852539 Penalty: 444.334991
	Iteration 8F: 3 clusters Score -6149.853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -5159.882812 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -5159.883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4957.833496 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -4957.833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5001.442383 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -5001.442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5015.304688 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -5015.305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5024.184082 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -5024.184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5031.222656 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -5031.223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5036.189453 Penalty: 416.298676
	Iteration 5Q: 3 clusters Score -5036.189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5038.754395 Penalty: 416.298676
	Iteration 6Q: 3 clusters Score -5038.754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5038.754395 Penalty: 416.298676
	Iteration 7F: 3 clusters Score -5038.754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -30475.718750 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -30475.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -29890.705078 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -29890.71 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -30056.275391 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -30056.28 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -30099.615234 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -30099.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -30146.451172 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -30146.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -30169.523438 Penalty: 590.517639
	Iteration 4F: 3 clusters Score -30169.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -30192.779297 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -30192.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -30204.564453 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -30204.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -30213.800781 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -30213.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -30219.425781 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -30219.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -30222.562500 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -30222.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -30224.158203 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -30224.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -30225.656250 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -30225.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -30229.800781 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -30229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -30232.263672 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -30232.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -30234.753906 Penalty: 590.517639
	Iteration 14Q: 3 clusters Score -30234.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -30238.619141 Penalty: 590.517639
	Iteration 15Q: 3 clusters Score -30238.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -30241.457031 Penalty: 590.517639
	Iteration 16Q: 3 clusters Score -30241.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -30242.330078 Penalty: 590.517639
	Iteration 17Q: 3 clusters Score -30242.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -30242.675781 Penalty: 590.517639
	Iteration 18Q: 3 clusters Score -30242.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -30243.062500 Penalty: 590.517639
	Iteration 19Q: 3 clusters Score -30243.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -30243.312500 Penalty: 590.517639
	Iteration 20F: 3 clusters Score -30243.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -18065.068359 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -18065.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17659.583984 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -17659.58 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17809.017578 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -17809.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17956.511719 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -17956.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18095.314453 Penalty: 535.887878
	Iteration 3F: 3 clusters Score -18095.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18192.685547 Penalty: 535.887878
	Iteration 4F: 3 clusters Score -18192.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18289.029297 Penalty: 535.887878
	Iteration 5F: 3 clusters Score -18289.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18324.917969 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -18324.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18326.650391 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -18326.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18327.472656 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -18327.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18327.472656 Penalty: 535.887878
	Iteration 9F: 3 clusters Score -18327.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 121 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6797 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 260 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1341 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 240 members 
Entering Unmasked Estep 
Score: -10142057.000000 Penalty: 30400.273438
Splitting cluster 6 changes total score from -10142085.000000 to -10142057.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -183851.328125 Penalty: 366.480774
	Iteration 0F: 2 clusters Score -183851.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -181650.937500 Penalty: 732.961548
	Iteration 0F: 3 clusters Score -181650.9 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -182431.734375 Penalty: 732.961548
	Iteration 1F: 3 clusters Score -182431.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -182497.796875 Penalty: 732.961548
	Iteration 2F: 3 clusters Score -182497.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -182548.812500 Penalty: 732.961548
	Iteration 3Q: 3 clusters Score -182548.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -182597.718750 Penalty: 732.961548
	Iteration 4Q: 3 clusters Score -182597.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -182657.656250 Penalty: 732.961548
	Iteration 5Q: 3 clusters Score -182657.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -182720.968750 Penalty: 732.961548
	Iteration 6Q: 3 clusters Score -182721 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -182818.531250 Penalty: 732.961548
	Iteration 7Q: 3 clusters Score -182818.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -182929.546875 Penalty: 732.961548
	Iteration 8Q: 3 clusters Score -182929.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -183022.250000 Penalty: 732.961548
	Iteration 9Q: 3 clusters Score -183022.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -183065.640625 Penalty: 732.961548
	Iteration 10Q: 3 clusters Score -183065.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -183087.921875 Penalty: 732.961548
	Iteration 11Q: 3 clusters Score -183087.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -183097.328125 Penalty: 732.961548
	Iteration 12Q: 3 clusters Score -183097.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -183104.609375 Penalty: 732.961548
	Iteration 13Q: 3 clusters Score -183104.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -183111.343750 Penalty: 732.961548
	Iteration 14Q: 3 clusters Score -183111.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -183116.609375 Penalty: 732.961548
	Iteration 15Q: 3 clusters Score -183116.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -183122.156250 Penalty: 732.961548
	Iteration 16Q: 3 clusters Score -183122.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -183129.343750 Penalty: 732.961548
	Iteration 17Q: 3 clusters Score -183129.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -183136.187500 Penalty: 732.961548
	Iteration 18Q: 3 clusters Score -183136.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -183146.578125 Penalty: 732.961548
	Iteration 19Q: 3 clusters Score -183146.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -183160.312500 Penalty: 732.961548
	Iteration 20F: 3 clusters Score -183160.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -183167.593750 Penalty: 732.961548
	Iteration 21Q: 3 clusters Score -183167.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -183175.609375 Penalty: 732.961548
	Iteration 22Q: 3 clusters Score -183175.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -183181.906250 Penalty: 732.961548
	Iteration 23Q: 3 clusters Score -183181.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -183189.031250 Penalty: 732.961548
	Iteration 24Q: 3 clusters Score -183189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -183195.843750 Penalty: 732.961548
	Iteration 25Q: 3 clusters Score -183195.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -183202.046875 Penalty: 732.961548
	Iteration 26Q: 3 clusters Score -183202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -183210.156250 Penalty: 732.961548
	Iteration 27Q: 3 clusters Score -183210.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -183222.812500 Penalty: 732.961548
	Iteration 28Q: 3 clusters Score -183222.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -183232.140625 Penalty: 732.961548
	Iteration 29Q: 3 clusters Score -183232.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -183239.437500 Penalty: 732.961548
	Iteration 30Q: 3 clusters Score -183239.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -183251.328125 Penalty: 732.961548
	Iteration 31Q: 3 clusters Score -183251.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -183261.015625 Penalty: 732.961548
	Iteration 32Q: 3 clusters Score -183261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -183266.906250 Penalty: 732.961548
	Iteration 33Q: 3 clusters Score -183266.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -183274.640625 Penalty: 732.961548
	Iteration 34Q: 3 clusters Score -183274.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -183283.265625 Penalty: 732.961548
	Iteration 35Q: 3 clusters Score -183283.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -183289.437500 Penalty: 732.961548
	Iteration 36Q: 3 clusters Score -183289.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -183296.046875 Penalty: 732.961548
	Iteration 37Q: 3 clusters Score -183296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -183305.750000 Penalty: 732.961548
	Iteration 38Q: 3 clusters Score -183305.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -183316.953125 Penalty: 732.961548
	Iteration 39Q: 3 clusters Score -183317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -183323.734375 Penalty: 732.961548
	Iteration 40F: 3 clusters Score -183323.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -183331.343750 Penalty: 732.961548
	Iteration 41Q: 3 clusters Score -183331.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -183335.796875 Penalty: 732.961548
	Iteration 42Q: 3 clusters Score -183335.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -183338.234375 Penalty: 732.961548
	Iteration 43Q: 3 clusters Score -183338.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -183341.765625 Penalty: 732.961548
	Iteration 44Q: 3 clusters Score -183341.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -183343.953125 Penalty: 732.961548
	Iteration 45Q: 3 clusters Score -183344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -183347.843750 Penalty: 732.961548
	Iteration 46Q: 3 clusters Score -183347.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -183352.625000 Penalty: 732.961548
	Iteration 47Q: 3 clusters Score -183352.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -183354.937500 Penalty: 732.961548
	Iteration 48Q: 3 clusters Score -183354.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -183356.671875 Penalty: 732.961548
	Iteration 49Q: 3 clusters Score -183356.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -183358.265625 Penalty: 732.961548
	Iteration 50Q: 3 clusters Score -183358.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -183359.890625 Penalty: 732.961548
	Iteration 51Q: 3 clusters Score -183359.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -183360.562500 Penalty: 732.961548
	Iteration 52Q: 3 clusters Score -183360.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -183362.078125 Penalty: 732.961548
	Iteration 53Q: 3 clusters Score -183362.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -183363.437500 Penalty: 732.961548
	Iteration 54Q: 3 clusters Score -183363.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -183365.171875 Penalty: 732.961548
	Iteration 55Q: 3 clusters Score -183365.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -183366.296875 Penalty: 732.961548
	Iteration 56Q: 3 clusters Score -183366.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -183368.578125 Penalty: 732.961548
	Iteration 57Q: 3 clusters Score -183368.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -183369.343750 Penalty: 732.961548
	Iteration 58Q: 3 clusters Score -183369.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -183371.203125 Penalty: 732.961548
	Iteration 59Q: 3 clusters Score -183371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -183371.062500 Penalty: 732.961548
	Iteration 60F: 3 clusters Score -183371.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -183371.265625 Penalty: 732.961548
	Iteration 61Q: 3 clusters Score -183371.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -183371.937500 Penalty: 732.961548
	Iteration 62Q: 3 clusters Score -183371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -183372.281250 Penalty: 732.961548
	Iteration 63Q: 3 clusters Score -183372.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -183372.500000 Penalty: 732.961548
	Iteration 64Q: 3 clusters Score -183372.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -183373.140625 Penalty: 732.961548
	Iteration 65Q: 3 clusters Score -183373.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -183373.859375 Penalty: 732.961548
	Iteration 66Q: 3 clusters Score -183373.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -183374.140625 Penalty: 732.961548
	Iteration 67Q: 3 clusters Score -183374.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -183374.765625 Penalty: 732.961548
	Iteration 68Q: 3 clusters Score -183374.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -183374.734375 Penalty: 732.961548
	Iteration 69Q: 3 clusters Score -183374.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -183375.328125 Penalty: 732.961548
	Iteration 70Q: 3 clusters Score -183375.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -183375.828125 Penalty: 732.961548
	Iteration 71Q: 3 clusters Score -183375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -183375.921875 Penalty: 732.961548
	Iteration 72Q: 3 clusters Score -183375.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -183375.921875 Penalty: 732.961548
	Iteration 73F: 3 clusters Score -183375.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -49590.832031 Penalty: 311.584229
	Iteration 0F: 2 clusters Score -49590.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -48834.410156 Penalty: 623.168457
	Iteration 0F: 3 clusters Score -48834.41 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -49103.160156 Penalty: 623.168457
	Iteration 1F: 3 clusters Score -49103.16 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -49215.082031 Penalty: 623.168457
	Iteration 2F: 3 clusters Score -49215.08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -49299.125000 Penalty: 623.168457
	Iteration 3F: 3 clusters Score -49299.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -49363.074219 Penalty: 623.168457
	Iteration 4F: 3 clusters Score -49363.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -49404.769531 Penalty: 623.168457
	Iteration 5Q: 3 clusters Score -49404.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -49431.167969 Penalty: 623.168457
	Iteration 6Q: 3 clusters Score -49431.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -49444.007812 Penalty: 623.168457
	Iteration 7Q: 3 clusters Score -49444.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -49449.648438 Penalty: 623.168457
	Iteration 8Q: 3 clusters Score -49449.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -49451.625000 Penalty: 623.168457
	Iteration 9Q: 3 clusters Score -49451.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -49453.089844 Penalty: 623.168457
	Iteration 10Q: 3 clusters Score -49453.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -49454.031250 Penalty: 623.168457
	Iteration 11Q: 3 clusters Score -49454.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -49455.402344 Penalty: 623.168457
	Iteration 12Q: 3 clusters Score -49455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -49456.859375 Penalty: 623.168457
	Iteration 13Q: 3 clusters Score -49456.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -49458.132812 Penalty: 623.168457
	Iteration 14Q: 3 clusters Score -49458.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -49458.132812 Penalty: 623.168457
	Iteration 15F: 3 clusters Score -49458.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -9563.724609 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -9563.725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9292.510742 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -9292.511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9359.727539 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -9359.728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9379.638672 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -9379.639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9396.796875 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -9396.797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9400.364258 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -9400.364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9402.041992 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -9402.042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9404.494141 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -9404.494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9404.494141 Penalty: 478.904785
	Iteration 7F: 3 clusters Score -9404.494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -10034.144531 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -10034.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9737.328125 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -9737.328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9815.263672 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -9815.264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9835.411133 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -9835.411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9862.388672 Penalty: 494.070465
	Iteration 3F: 3 clusters Score -9862.389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9884.280273 Penalty: 494.070465
	Iteration 4F: 3 clusters Score -9884.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9901.416016 Penalty: 494.070465
	Iteration 5F: 3 clusters Score -9901.416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9905.533203 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -9905.533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9907.835938 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -9907.836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9910.279297 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -9910.279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9914.019531 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -9914.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9923.056641 Penalty: 494.070465
	Iteration 10Q: 3 clusters Score -9923.057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9931.684570 Penalty: 494.070465
	Iteration 11Q: 3 clusters Score -9931.685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9932.138672 Penalty: 494.070465
	Iteration 12Q: 3 clusters Score -9932.139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9932.138672 Penalty: 494.070465
	Iteration 13F: 3 clusters Score -9932.139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -11617.158203 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -11617.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11325.318359 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -11325.32 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11431.482422 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -11431.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11455.777344 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -11455.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11460.859375 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -11460.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11461.772461 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -11461.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11463.854492 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -11463.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11467.205078 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -11467.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11469.797852 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -11469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11472.316406 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -11472.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11472.316406 Penalty: 496.822296
	Iteration 9F: 3 clusters Score -11472.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -25991.117188 Penalty: 291.136078
	Iteration 0F: 2 clusters Score -25991.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25514.029297 Penalty: 582.272156
	Iteration 0F: 3 clusters Score -25514.03 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -25839.189453 Penalty: 582.272156
	Iteration 1F: 3 clusters Score -25839.19 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -25899.044922 Penalty: 582.272156
	Iteration 2F: 3 clusters Score -25899.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -25936.587891 Penalty: 582.272156
	Iteration 3Q: 3 clusters Score -25936.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -25968.890625 Penalty: 582.272156
	Iteration 4Q: 3 clusters Score -25968.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25993.794922 Penalty: 582.272156
	Iteration 5Q: 3 clusters Score -25993.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -26028.306641 Penalty: 582.272156
	Iteration 6Q: 3 clusters Score -26028.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26042.511719 Penalty: 582.272156
	Iteration 7Q: 3 clusters Score -26042.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -26045.265625 Penalty: 582.272156
	Iteration 8Q: 3 clusters Score -26045.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -26046.189453 Penalty: 582.272156
	Iteration 9Q: 3 clusters Score -26046.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -26047.328125 Penalty: 582.272156
	Iteration 10Q: 3 clusters Score -26047.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26048.423828 Penalty: 582.272156
	Iteration 11Q: 3 clusters Score -26048.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26048.423828 Penalty: 582.272156
	Iteration 12F: 3 clusters Score -26048.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6797 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 260 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1341 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 348 members 
Entering Unmasked Estep 
Score: -10141881.000000 Penalty: 30400.273438
Splitting cluster 12 changes total score from -10142085.000000 to -10141881.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -29861.253906 Penalty: 290.372620
	Iteration 0F: 2 clusters Score -29861.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29345.164062 Penalty: 580.745239
	Iteration 0F: 3 clusters Score -29345.16 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -29612.474609 Penalty: 580.745239
	Iteration 1F: 3 clusters Score -29612.47 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -29720.656250 Penalty: 580.745239
	Iteration 2F: 3 clusters Score -29720.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -29789.261719 Penalty: 580.745239
	Iteration 3F: 3 clusters Score -29789.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -29852.890625 Penalty: 580.745239
	Iteration 4F: 3 clusters Score -29852.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -29904.912109 Penalty: 580.745239
	Iteration 5F: 3 clusters Score -29904.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -29940.283203 Penalty: 580.745239
	Iteration 6Q: 3 clusters Score -29940.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -29978.423828 Penalty: 580.745239
	Iteration 7Q: 3 clusters Score -29978.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -30008.796875 Penalty: 580.745239
	Iteration 8Q: 3 clusters Score -30008.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -30017.316406 Penalty: 580.745239
	Iteration 9Q: 3 clusters Score -30017.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -30019.224609 Penalty: 580.745239
	Iteration 10Q: 3 clusters Score -30019.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -30019.494141 Penalty: 580.745239
	Iteration 11Q: 3 clusters Score -30019.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -30019.494141 Penalty: 580.745239
	Iteration 12F: 3 clusters Score -30019.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6797 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 260 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1341 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 419 members 
Entering Unmasked Estep 
Score: -10141987.000000 Penalty: 30400.273438
Splitting cluster 13 changes total score from -10142085.000000 to -10141987.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -72831.765625 Penalty: 329.644836
	Iteration 0F: 2 clusters Score -72831.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -71757.593750 Penalty: 659.289673
	Iteration 0F: 3 clusters Score -71757.59 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -72094.750000 Penalty: 659.289673
	Iteration 1F: 3 clusters Score -72094.75 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -72202.757812 Penalty: 659.289673
	Iteration 2F: 3 clusters Score -72202.76 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -72264.453125 Penalty: 659.289673
	Iteration 3F: 3 clusters Score -72264.45 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72302.468750 Penalty: 659.289673
	Iteration 4Q: 3 clusters Score -72302.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -72334.164062 Penalty: 659.289673
	Iteration 5Q: 3 clusters Score -72334.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -72362.070312 Penalty: 659.289673
	Iteration 6Q: 3 clusters Score -72362.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -72387.062500 Penalty: 659.289673
	Iteration 7Q: 3 clusters Score -72387.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -72415.593750 Penalty: 659.289673
	Iteration 8Q: 3 clusters Score -72415.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -72445.023438 Penalty: 659.289673
	Iteration 9Q: 3 clusters Score -72445.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -72477.414062 Penalty: 659.289673
	Iteration 10Q: 3 clusters Score -72477.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -72504.835938 Penalty: 659.289673
	Iteration 11Q: 3 clusters Score -72504.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -72541.734375 Penalty: 659.289673
	Iteration 12Q: 3 clusters Score -72541.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -72559.609375 Penalty: 659.289673
	Iteration 13Q: 3 clusters Score -72559.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72569.570312 Penalty: 659.289673
	Iteration 14Q: 3 clusters Score -72569.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72580.898438 Penalty: 659.289673
	Iteration 15Q: 3 clusters Score -72580.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72595.164062 Penalty: 659.289673
	Iteration 16Q: 3 clusters Score -72595.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72610.453125 Penalty: 659.289673
	Iteration 17Q: 3 clusters Score -72610.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72623.023438 Penalty: 659.289673
	Iteration 18Q: 3 clusters Score -72623.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72628.843750 Penalty: 659.289673
	Iteration 19Q: 3 clusters Score -72628.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72631.828125 Penalty: 659.289673
	Iteration 20F: 3 clusters Score -72631.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -72633.000000 Penalty: 659.289673
	Iteration 21Q: 3 clusters Score -72633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72634.945312 Penalty: 659.289673
	Iteration 22Q: 3 clusters Score -72634.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72637.320312 Penalty: 659.289673
	Iteration 23Q: 3 clusters Score -72637.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -72639.148438 Penalty: 659.289673
	Iteration 24Q: 3 clusters Score -72639.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -72640.539062 Penalty: 659.289673
	Iteration 25Q: 3 clusters Score -72640.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72642.484375 Penalty: 659.289673
	Iteration 26Q: 3 clusters Score -72642.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72644.398438 Penalty: 659.289673
	Iteration 27Q: 3 clusters Score -72644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72646.976562 Penalty: 659.289673
	Iteration 28Q: 3 clusters Score -72646.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -72653.507812 Penalty: 659.289673
	Iteration 29Q: 3 clusters Score -72653.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -72667.539062 Penalty: 659.289673
	Iteration 30Q: 3 clusters Score -72667.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72677.335938 Penalty: 659.289673
	Iteration 31Q: 3 clusters Score -72677.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -72684.671875 Penalty: 659.289673
	Iteration 32Q: 3 clusters Score -72684.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72686.890625 Penalty: 659.289673
	Iteration 33Q: 3 clusters Score -72686.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -72688.046875 Penalty: 659.289673
	Iteration 34Q: 3 clusters Score -72688.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -72689.468750 Penalty: 659.289673
	Iteration 35Q: 3 clusters Score -72689.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -72692.375000 Penalty: 659.289673
	Iteration 36Q: 3 clusters Score -72692.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -72694.851562 Penalty: 659.289673
	Iteration 37Q: 3 clusters Score -72694.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -72697.273438 Penalty: 659.289673
	Iteration 38Q: 3 clusters Score -72697.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -72698.718750 Penalty: 659.289673
	Iteration 39Q: 3 clusters Score -72698.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -72699.351562 Penalty: 659.289673
	Iteration 40F: 3 clusters Score -72699.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -72699.617188 Penalty: 659.289673
	Iteration 41Q: 3 clusters Score -72699.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -72700.078125 Penalty: 659.289673
	Iteration 42Q: 3 clusters Score -72700.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -72700.781250 Penalty: 659.289673
	Iteration 43Q: 3 clusters Score -72700.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -72702.656250 Penalty: 659.289673
	Iteration 44Q: 3 clusters Score -72702.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -72704.492188 Penalty: 659.289673
	Iteration 45Q: 3 clusters Score -72704.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -72708.726562 Penalty: 659.289673
	Iteration 46Q: 3 clusters Score -72708.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -72711.390625 Penalty: 659.289673
	Iteration 47Q: 3 clusters Score -72711.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -72713.539062 Penalty: 659.289673
	Iteration 48Q: 3 clusters Score -72713.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -72715.304688 Penalty: 659.289673
	Iteration 49Q: 3 clusters Score -72715.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -72716.953125 Penalty: 659.289673
	Iteration 50Q: 3 clusters Score -72716.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -72719.445312 Penalty: 659.289673
	Iteration 51Q: 3 clusters Score -72719.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -72720.343750 Penalty: 659.289673
	Iteration 52Q: 3 clusters Score -72720.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -72722.390625 Penalty: 659.289673
	Iteration 53Q: 3 clusters Score -72722.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -72724.031250 Penalty: 659.289673
	Iteration 54Q: 3 clusters Score -72724.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -72727.234375 Penalty: 659.289673
	Iteration 55Q: 3 clusters Score -72727.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -72730.164062 Penalty: 659.289673
	Iteration 56Q: 3 clusters Score -72730.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -72732.375000 Penalty: 659.289673
	Iteration 57Q: 3 clusters Score -72732.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -72734.125000 Penalty: 659.289673
	Iteration 58Q: 3 clusters Score -72734.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -72734.320312 Penalty: 659.289673
	Iteration 59Q: 3 clusters Score -72734.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -72734.320312 Penalty: 659.289673
	Iteration 60F: 3 clusters Score -72734.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7107.504883 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7107.505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6887.701660 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -6887.702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6970.530273 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -6970.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7000.228027 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -7000.228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7018.810547 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -7018.811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7026.801270 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -7026.801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7026.801270 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -7026.801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -9595.938477 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -9595.938 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 102 members 
Entering Unmasked Estep 
Score: -9304.951172 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -9304.951 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9369.036133 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -9369.036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9382.832031 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -9382.832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9392.507812 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -9392.508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9394.149414 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -9394.149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9395.450195 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -9395.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9395.450195 Penalty: 480.308441
	Iteration 6F: 3 clusters Score -9395.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -63025.648438 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -63025.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -62124.082031 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -62124.08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -62432.500000 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -62432.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -62517.269531 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -62517.27 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -62607.476562 Penalty: 644.588318
	Iteration 3F: 3 clusters Score -62607.48 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -62673.425781 Penalty: 644.588318
	Iteration 4F: 3 clusters Score -62673.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -62726.199219 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -62726.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -62772.675781 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -62772.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62797.546875 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -62797.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -62816.339844 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -62816.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62837.652344 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -62837.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62849.273438 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -62849.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62857.140625 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -62857.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62860.441406 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -62860.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62863.601562 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -62863.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62865.960938 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -62865.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62868.769531 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -62868.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62871.703125 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -62871.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62873.511719 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -62873.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -62876.593750 Penalty: 644.588318
	Iteration 18Q: 3 clusters Score -62876.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62882.027344 Penalty: 644.588318
	Iteration 19Q: 3 clusters Score -62882.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62890.921875 Penalty: 644.588318
	Iteration 20F: 3 clusters Score -62890.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62896.433594 Penalty: 644.588318
	Iteration 21Q: 3 clusters Score -62896.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62901.851562 Penalty: 644.588318
	Iteration 22Q: 3 clusters Score -62901.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62912.328125 Penalty: 644.588318
	Iteration 23Q: 3 clusters Score -62912.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62928.773438 Penalty: 644.588318
	Iteration 24Q: 3 clusters Score -62928.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62967.265625 Penalty: 644.588318
	Iteration 25Q: 3 clusters Score -62967.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62989.496094 Penalty: 644.588318
	Iteration 26Q: 3 clusters Score -62989.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62996.742188 Penalty: 644.588318
	Iteration 27Q: 3 clusters Score -62996.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62999.140625 Penalty: 644.588318
	Iteration 28Q: 3 clusters Score -62999.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62999.910156 Penalty: 644.588318
	Iteration 29Q: 3 clusters Score -62999.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62999.910156 Penalty: 644.588318
	Iteration 30F: 3 clusters Score -62999.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -12358.364258 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -12358.36 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 172 members 
Entering Unmasked Estep 
Score: -11968.236328 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -11968.24 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12134.985352 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -12134.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12178.337891 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -12178.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12197.727539 Penalty: 537.139648
	Iteration 3F: 3 clusters Score -12197.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12208.042969 Penalty: 537.139648
	Iteration 4Q: 3 clusters Score -12208.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12212.818359 Penalty: 537.139648
	Iteration 5Q: 3 clusters Score -12212.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12213.717773 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -12213.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12214.005859 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -12214.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12214.845703 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -12214.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12215.924805 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -12215.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12217.720703 Penalty: 537.139648
	Iteration 10Q: 3 clusters Score -12217.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12219.914062 Penalty: 537.139648
	Iteration 11Q: 3 clusters Score -12219.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12222.159180 Penalty: 537.139648
	Iteration 12Q: 3 clusters Score -12222.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12227.391602 Penalty: 537.139648
	Iteration 13Q: 3 clusters Score -12227.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12234.598633 Penalty: 537.139648
	Iteration 14Q: 3 clusters Score -12234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12236.742188 Penalty: 537.139648
	Iteration 15Q: 3 clusters Score -12236.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12237.236328 Penalty: 537.139648
	Iteration 16Q: 3 clusters Score -12237.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12237.236328 Penalty: 537.139648
	Iteration 17F: 3 clusters Score -12237.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -34893.855469 Penalty: 295.396912
	Iteration 0F: 2 clusters Score -34893.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -34334.777344 Penalty: 590.793823
	Iteration 0F: 3 clusters Score -34334.78 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34648.183594 Penalty: 590.793823
	Iteration 1F: 3 clusters Score -34648.18 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -34750.933594 Penalty: 590.793823
	Iteration 2F: 3 clusters Score -34750.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34805.488281 Penalty: 590.793823
	Iteration 3F: 3 clusters Score -34805.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34844.539062 Penalty: 590.793823
	Iteration 4Q: 3 clusters Score -34844.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34858.503906 Penalty: 590.793823
	Iteration 5Q: 3 clusters Score -34858.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34862.300781 Penalty: 590.793823
	Iteration 6Q: 3 clusters Score -34862.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34864.320312 Penalty: 590.793823
	Iteration 7Q: 3 clusters Score -34864.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34866.421875 Penalty: 590.793823
	Iteration 8Q: 3 clusters Score -34866.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34868.199219 Penalty: 590.793823
	Iteration 9Q: 3 clusters Score -34868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34870.003906 Penalty: 590.793823
	Iteration 10Q: 3 clusters Score -34870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34871.132812 Penalty: 590.793823
	Iteration 11Q: 3 clusters Score -34871.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34873.957031 Penalty: 590.793823
	Iteration 12Q: 3 clusters Score -34873.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34879.250000 Penalty: 590.793823
	Iteration 13Q: 3 clusters Score -34879.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34879.839844 Penalty: 590.793823
	Iteration 14Q: 3 clusters Score -34879.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34879.839844 Penalty: 590.793823
	Iteration 15F: 3 clusters Score -34879.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Entering Unmasked Estep 
Score: -1989156.250000 Penalty: 478.721191
	Iteration 0F: 2 clusters Score -1989156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1964374.750000 Penalty: 957.442383
	Iteration 0F: 3 clusters Score -1964375 nChanged 17972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -1975251.625000 Penalty: 957.442383
	Iteration 1F: 3 clusters Score -1975252 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -1976105.750000 Penalty: 957.442383
	Iteration 2F: 3 clusters Score -1976106 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -1977265.250000 Penalty: 957.442383
	Iteration 3F: 3 clusters Score -1977265 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -1978857.375000 Penalty: 957.442383
	Iteration 4F: 3 clusters Score -1978857 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -1980884.250000 Penalty: 957.442383
	Iteration 5F: 3 clusters Score -1980884 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -1982979.250000 Penalty: 957.442383
	Iteration 6F: 3 clusters Score -1982979 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -1984307.875000 Penalty: 957.442383
	Iteration 7F: 3 clusters Score -1984308 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -1984942.875000 Penalty: 957.442383
	Iteration 8Q: 3 clusters Score -1984943 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -1985318.125000 Penalty: 957.442383
	Iteration 9Q: 3 clusters Score -1985318 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -1985642.000000 Penalty: 957.442383
	Iteration 10Q: 3 clusters Score -1985642 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -1985874.250000 Penalty: 957.442383
	Iteration 11Q: 3 clusters Score -1985874 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -1986084.500000 Penalty: 957.442383
	Iteration 12Q: 3 clusters Score -1986084 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -1986266.625000 Penalty: 957.442383
	Iteration 13Q: 3 clusters Score -1986267 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -1986396.000000 Penalty: 957.442383
	Iteration 14Q: 3 clusters Score -1986396 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -1986489.375000 Penalty: 957.442383
	Iteration 15Q: 3 clusters Score -1986489 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -1986571.375000 Penalty: 957.442383
	Iteration 16Q: 3 clusters Score -1986571 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -1986637.375000 Penalty: 957.442383
	Iteration 17Q: 3 clusters Score -1986637 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -1986675.750000 Penalty: 957.442383
	Iteration 18Q: 3 clusters Score -1986676 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -1986695.375000 Penalty: 957.442383
	Iteration 19Q: 3 clusters Score -1986695 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -1986718.500000 Penalty: 957.442383
	Iteration 20F: 3 clusters Score -1986718 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1986720 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1986732 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1986747 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -1986753.250000 Penalty: 957.442383
	Iteration 26Q: 3 clusters Score -1986753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1986750 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1986746 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -1986754.250000 Penalty: 957.442383
	Iteration 29Q: 3 clusters Score -1986754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -1986759.500000 Penalty: 957.442383
	Iteration 30Q: 3 clusters Score -1986760 nChanged 34
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Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -1986759.250000 Penalty: 957.442383
	Iteration 31Q: 3 clusters Score -1986759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -1986765.500000 Penalty: 957.442383
	Iteration 32Q: 3 clusters Score -1986766 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1986765 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1986763 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -1986763.875000 Penalty: 957.442383
	Iteration 35Q: 3 clusters Score -1986764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -1986763.500000 Penalty: 957.442383
	Iteration 36Q: 3 clusters Score -1986764 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -1986762.125000 Penalty: 957.442383
	Iteration 37Q: 3 clusters Score -1986762 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1986763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1986766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -1986768.125000 Penalty: 957.442383
	Iteration 40F: 3 clusters Score -1986768 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -1986770.875000 Penalty: 957.442383
	Iteration 41Q: 3 clusters Score -1986771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1986766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1986766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1986766 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1986767 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1986765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1986763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1986763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1986763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -1986767.375000 Penalty: 957.442383
	Iteration 50Q: 3 clusters Score -1986767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1986766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1986768 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1986765 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1986769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1986768 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1986767 nChanged 31
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Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1986769 nChanged 33
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Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1986773 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1986773 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -1986775.625000 Penalty: 957.442383
	Iteration 60F: 3 clusters Score -1986776 nChanged 41
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Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1986775 nChanged 40
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Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -1986781.375000 Penalty: 957.442383
	Iteration 62Q: 3 clusters Score -1986781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1986776 nChanged 44
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Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1986786 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -1986788.625000 Penalty: 957.442383
	Iteration 65Q: 3 clusters Score -1986789 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -1986791.375000 Penalty: 957.442383
	Iteration 66Q: 3 clusters Score -1986791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 23307 members 
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	Iteration 67Q: 3 clusters Score -1986791 nChanged 42
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Mstep: Class 1 contains 13750 members 
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	Iteration 68Q: 3 clusters Score -1986792 nChanged 44
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Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 23393 members 
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	Iteration 69Q: 3 clusters Score -1986788 nChanged 46
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Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 23437 members 
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	Iteration 70Q: 3 clusters Score -1986794 nChanged 38
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Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 23475 members 
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	Iteration 71Q: 3 clusters Score -1986793 nChanged 46
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Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1986791 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1986791 nChanged 40
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Mstep: Class 1 contains 13501 members 
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	Iteration 74Q: 3 clusters Score -1986792 nChanged 32
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Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 23630 members 
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	Iteration 75Q: 3 clusters Score -1986789 nChanged 33
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Mstep: Class 1 contains 13436 members 
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	Iteration 76Q: 3 clusters Score -1986790 nChanged 29
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Mstep: Class 1 contains 13407 members 
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	Iteration 77Q: 3 clusters Score -1986791 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13379 members 
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	Iteration 78Q: 3 clusters Score -1986788 nChanged 27
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Mstep: Class 1 contains 13352 members 
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	Iteration 79Q: 3 clusters Score -1986791 nChanged 32
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Mstep: Class 1 contains 13320 members 
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	Iteration 80F: 3 clusters Score -1986794 nChanged 28
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Mstep: Class 1 contains 13292 members 
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	Iteration 81Q: 3 clusters Score -1986797 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1986800 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -1986802.625000 Penalty: 957.442383
	Iteration 83Q: 3 clusters Score -1986803 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -1986801.500000 Penalty: 957.442383
	Iteration 84Q: 3 clusters Score -1986802 nChanged 55
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Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1986804 nChanged 51
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Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -1986812.000000 Penalty: 957.442383
	Iteration 86Q: 3 clusters Score -1986812 nChanged 49
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Mstep: Class 1 contains 13029 members 
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Score: -1986813.250000 Penalty: 957.442383
	Iteration 87Q: 3 clusters Score -1986813 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12977 members 
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Entering Unmasked Estep 
Score: -1986817.375000 Penalty: 957.442383
	Iteration 88Q: 3 clusters Score -1986817 nChanged 52
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Mstep: Class 1 contains 12925 members 
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Entering Unmasked Estep 
Score: -1986822.500000 Penalty: 957.442383
	Iteration 89Q: 3 clusters Score -1986822 nChanged 66
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Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -1986822.625000 Penalty: 957.442383
	Iteration 90Q: 3 clusters Score -1986823 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12790 members 
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Entering Unmasked Estep 
Score: -1986833.250000 Penalty: 957.442383
	Iteration 91Q: 3 clusters Score -1986833 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -1986839.750000 Penalty: 957.442383
	Iteration 92Q: 3 clusters Score -1986840 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12667 members 
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Entering Unmasked Estep 
Score: -1986838.750000 Penalty: 957.442383
	Iteration 93Q: 3 clusters Score -1986839 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12604 members 
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Entering Unmasked Estep 
Score: -1986842.250000 Penalty: 957.442383
	Iteration 94Q: 3 clusters Score -1986842 nChanged 66
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Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -1986845.000000 Penalty: 957.442383
	Iteration 95Q: 3 clusters Score -1986845 nChanged 49
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Mstep: Class 1 contains 12489 members 
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Entering Unmasked Estep 
Score: -1986841.250000 Penalty: 957.442383
	Iteration 96Q: 3 clusters Score -1986841 nChanged 47
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Mstep: Class 1 contains 12442 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1986843 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -1986840.500000 Penalty: 957.442383
	Iteration 98Q: 3 clusters Score -1986840 nChanged 54
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Mstep: Class 1 contains 12330 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1986839 nChanged 47
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Mstep: Class 1 contains 12285 members 
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Entering Unmasked Estep 
Score: -1986849.250000 Penalty: 957.442383
	Iteration 100F: 3 clusters Score -1986849 nChanged 59
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1986854 nChanged 67
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Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -1986860.375000 Penalty: 957.442383
	Iteration 102Q: 3 clusters Score -1986860 nChanged 64
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Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1986869 nChanged 65
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Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1986864 nChanged 67
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Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1986870 nChanged 70
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Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1986874 nChanged 62
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Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1986879 nChanged 61
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Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1986876 nChanged 58
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Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1986879 nChanged 60
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Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1986882 nChanged 67
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Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1986886 nChanged 67
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Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -1986891.375000 Penalty: 957.442383
	Iteration 112Q: 3 clusters Score -1986891 nChanged 66
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Mstep: Class 1 contains 11472 members 
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Entering Unmasked Estep 
Score: -1986899.250000 Penalty: 957.442383
	Iteration 113Q: 3 clusters Score -1986899 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -1986907.125000 Penalty: 957.442383
	Iteration 114Q: 3 clusters Score -1986907 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -1986909.125000 Penalty: 957.442383
	Iteration 115Q: 3 clusters Score -1986909 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -1986913.875000 Penalty: 957.442383
	Iteration 116Q: 3 clusters Score -1986914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -1986922.875000 Penalty: 957.442383
	Iteration 117Q: 3 clusters Score -1986923 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -1986926.750000 Penalty: 957.442383
	Iteration 118Q: 3 clusters Score -1986927 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -1986924.625000 Penalty: 957.442383
	Iteration 119Q: 3 clusters Score -1986925 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -1986925.375000 Penalty: 957.442383
	Iteration 120F: 3 clusters Score -1986925 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -1986929.875000 Penalty: 957.442383
	Iteration 121Q: 3 clusters Score -1986930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -1986931.250000 Penalty: 957.442383
	Iteration 122Q: 3 clusters Score -1986931 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -1986933.750000 Penalty: 957.442383
	Iteration 123Q: 3 clusters Score -1986934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -1986942.125000 Penalty: 957.442383
	Iteration 124Q: 3 clusters Score -1986942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -1986943.125000 Penalty: 957.442383
	Iteration 125Q: 3 clusters Score -1986943 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -1986944.750000 Penalty: 957.442383
	Iteration 126Q: 3 clusters Score -1986945 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -1986941.250000 Penalty: 957.442383
	Iteration 127Q: 3 clusters Score -1986941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -1986942.000000 Penalty: 957.442383
	Iteration 128Q: 3 clusters Score -1986942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -1986948.000000 Penalty: 957.442383
	Iteration 129Q: 3 clusters Score -1986948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -1986952.125000 Penalty: 957.442383
	Iteration 130Q: 3 clusters Score -1986952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -1986946.125000 Penalty: 957.442383
	Iteration 131Q: 3 clusters Score -1986946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -1986950.250000 Penalty: 957.442383
	Iteration 132Q: 3 clusters Score -1986950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -1986954.125000 Penalty: 957.442383
	Iteration 133Q: 3 clusters Score -1986954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -1986950.500000 Penalty: 957.442383
	Iteration 134Q: 3 clusters Score -1986950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -1986952.125000 Penalty: 957.442383
	Iteration 135Q: 3 clusters Score -1986952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -1986953.000000 Penalty: 957.442383
	Iteration 136Q: 3 clusters Score -1986953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -1986954.625000 Penalty: 957.442383
	Iteration 137Q: 3 clusters Score -1986955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -1986955.250000 Penalty: 957.442383
	Iteration 138Q: 3 clusters Score -1986955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -1986954.125000 Penalty: 957.442383
	Iteration 139Q: 3 clusters Score -1986954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -1986958.875000 Penalty: 957.442383
	Iteration 140F: 3 clusters Score -1986959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -1986962.000000 Penalty: 957.442383
	Iteration 141Q: 3 clusters Score -1986962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -1986963.250000 Penalty: 957.442383
	Iteration 142Q: 3 clusters Score -1986963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -1986967.875000 Penalty: 957.442383
	Iteration 143Q: 3 clusters Score -1986968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -1986966.875000 Penalty: 957.442383
	Iteration 144Q: 3 clusters Score -1986967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -1986966.625000 Penalty: 957.442383
	Iteration 145Q: 3 clusters Score -1986967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -1986966.625000 Penalty: 957.442383
	Iteration 146Q: 3 clusters Score -1986967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -1986966.125000 Penalty: 957.442383
	Iteration 147Q: 3 clusters Score -1986966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -1986967.250000 Penalty: 957.442383
	Iteration 148Q: 3 clusters Score -1986967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -1986967.875000 Penalty: 957.442383
	Iteration 149Q: 3 clusters Score -1986968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -1986969.500000 Penalty: 957.442383
	Iteration 150Q: 3 clusters Score -1986970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -1986972.250000 Penalty: 957.442383
	Iteration 151Q: 3 clusters Score -1986972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -1986975.125000 Penalty: 957.442383
	Iteration 152Q: 3 clusters Score -1986975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -1986977.250000 Penalty: 957.442383
	Iteration 153Q: 3 clusters Score -1986977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -1986979.875000 Penalty: 957.442383
	Iteration 154Q: 3 clusters Score -1986980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -1986976.875000 Penalty: 957.442383
	Iteration 155Q: 3 clusters Score -1986977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -1986978.625000 Penalty: 957.442383
	Iteration 156Q: 3 clusters Score -1986979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -1986978.375000 Penalty: 957.442383
	Iteration 157Q: 3 clusters Score -1986978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -1986975.125000 Penalty: 957.442383
	Iteration 158Q: 3 clusters Score -1986975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -1986977.125000 Penalty: 957.442383
	Iteration 159Q: 3 clusters Score -1986977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -1986978.250000 Penalty: 957.442383
	Iteration 160F: 3 clusters Score -1986978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -1986974.500000 Penalty: 957.442383
	Iteration 161Q: 3 clusters Score -1986974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -1986976.625000 Penalty: 957.442383
	Iteration 162Q: 3 clusters Score -1986977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -1986975.625000 Penalty: 957.442383
	Iteration 163Q: 3 clusters Score -1986976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -1986976.875000 Penalty: 957.442383
	Iteration 164Q: 3 clusters Score -1986977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -1986977.500000 Penalty: 957.442383
	Iteration 165Q: 3 clusters Score -1986978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -1986976.000000 Penalty: 957.442383
	Iteration 166Q: 3 clusters Score -1986976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -1986975.250000 Penalty: 957.442383
	Iteration 167Q: 3 clusters Score -1986975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -1986975.250000 Penalty: 957.442383
	Iteration 168F: 3 clusters Score -1986975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -4889.495605 Penalty: 215.497025
	Iteration 0F: 2 clusters Score -4889.496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4678.600098 Penalty: 430.994049
	Iteration 0F: 3 clusters Score -4678.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4748.701660 Penalty: 430.994049
	Iteration 1F: 3 clusters Score -4748.702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4777.639160 Penalty: 430.994049
	Iteration 2F: 3 clusters Score -4777.639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4782.647949 Penalty: 430.994049
	Iteration 3Q: 3 clusters Score -4782.648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4785.045898 Penalty: 430.994049
	Iteration 4Q: 3 clusters Score -4785.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4785.045898 Penalty: 430.994049
	Iteration 5F: 3 clusters Score -4785.046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -9711.482422 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -9711.482 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 110 members 
Entering Unmasked Estep 
Score: -9460.234375 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -9460.234 nChanged 51
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: -9544.606445 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -9544.606 nChanged 11
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: -9586.612305 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -9586.612 nChanged 4
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: -9604.666992 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -9604.667 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: -9615.829102 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -9615.829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9623.316406 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -9623.316 nChanged 2
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: -9628.499023 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -9628.499 nChanged 2
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: -9635.326172 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -9635.326 nChanged 2
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: -9644.215820 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -9644.216 nChanged 2
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: -9646.739258 Penalty: 476.998962
	Iteration 9Q: 3 clusters Score -9646.739 nChanged 0
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: -9646.739258 Penalty: 476.998962
	Iteration 10F: 3 clusters Score -9646.739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -3702.372559 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -3702.373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -3447.926025 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -3447.926 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -3580.046875 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -3580.047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -3603.675293 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -3603.675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -3615.185791 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -3615.186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -3629.303711 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -3629.304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -3630.513672 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -3630.514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -3630.513672 Penalty: 484.836731
	Iteration 6F: 3 clusters Score -3630.514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -157716.125000 Penalty: 365.011963
	Iteration 0F: 2 clusters Score -157716.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -155633.703125 Penalty: 730.023926
	Iteration 0F: 3 clusters Score -155633.7 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -156495.734375 Penalty: 730.023926
	Iteration 1F: 3 clusters Score -156495.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -156614.921875 Penalty: 730.023926
	Iteration 2F: 3 clusters Score -156614.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -156704.234375 Penalty: 730.023926
	Iteration 3F: 3 clusters Score -156704.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -156788.718750 Penalty: 730.023926
	Iteration 4Q: 3 clusters Score -156788.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -156869.343750 Penalty: 730.023926
	Iteration 5Q: 3 clusters Score -156869.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -156936.078125 Penalty: 730.023926
	Iteration 6Q: 3 clusters Score -156936.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -157016.062500 Penalty: 730.023926
	Iteration 7Q: 3 clusters Score -157016.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -157087.718750 Penalty: 730.023926
	Iteration 8Q: 3 clusters Score -157087.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -157135.140625 Penalty: 730.023926
	Iteration 9Q: 3 clusters Score -157135.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -157171.250000 Penalty: 730.023926
	Iteration 10Q: 3 clusters Score -157171.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -157194.703125 Penalty: 730.023926
	Iteration 11Q: 3 clusters Score -157194.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -157212.390625 Penalty: 730.023926
	Iteration 12Q: 3 clusters Score -157212.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -157223.343750 Penalty: 730.023926
	Iteration 13Q: 3 clusters Score -157223.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -157231.859375 Penalty: 730.023926
	Iteration 14Q: 3 clusters Score -157231.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -157238.328125 Penalty: 730.023926
	Iteration 15Q: 3 clusters Score -157238.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -157242.953125 Penalty: 730.023926
	Iteration 16Q: 3 clusters Score -157243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -157245.843750 Penalty: 730.023926
	Iteration 17Q: 3 clusters Score -157245.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -157250.718750 Penalty: 730.023926
	Iteration 18Q: 3 clusters Score -157250.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -157253.984375 Penalty: 730.023926
	Iteration 19Q: 3 clusters Score -157254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -157257.046875 Penalty: 730.023926
	Iteration 20F: 3 clusters Score -157257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -157258.921875 Penalty: 730.023926
	Iteration 21Q: 3 clusters Score -157258.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -157260.843750 Penalty: 730.023926
	Iteration 22Q: 3 clusters Score -157260.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -157263.046875 Penalty: 730.023926
	Iteration 23Q: 3 clusters Score -157263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -157265.687500 Penalty: 730.023926
	Iteration 24Q: 3 clusters Score -157265.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -157267.171875 Penalty: 730.023926
	Iteration 25Q: 3 clusters Score -157267.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -157268.656250 Penalty: 730.023926
	Iteration 26Q: 3 clusters Score -157268.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -157269.265625 Penalty: 730.023926
	Iteration 27Q: 3 clusters Score -157269.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -157270.171875 Penalty: 730.023926
	Iteration 28Q: 3 clusters Score -157270.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -157270.921875 Penalty: 730.023926
	Iteration 29Q: 3 clusters Score -157270.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -157271.859375 Penalty: 730.023926
	Iteration 30Q: 3 clusters Score -157271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -157273.296875 Penalty: 730.023926
	Iteration 31Q: 3 clusters Score -157273.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -157274.390625 Penalty: 730.023926
	Iteration 32Q: 3 clusters Score -157274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -157275.703125 Penalty: 730.023926
	Iteration 33Q: 3 clusters Score -157275.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -157277.468750 Penalty: 730.023926
	Iteration 34Q: 3 clusters Score -157277.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -157278.656250 Penalty: 730.023926
	Iteration 35Q: 3 clusters Score -157278.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -157280.546875 Penalty: 730.023926
	Iteration 36Q: 3 clusters Score -157280.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -157282.093750 Penalty: 730.023926
	Iteration 37Q: 3 clusters Score -157282.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -157285.187500 Penalty: 730.023926
	Iteration 38Q: 3 clusters Score -157285.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -157287.906250 Penalty: 730.023926
	Iteration 39Q: 3 clusters Score -157287.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -157290.296875 Penalty: 730.023926
	Iteration 40F: 3 clusters Score -157290.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -157293.062500 Penalty: 730.023926
	Iteration 41Q: 3 clusters Score -157293.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -157295.421875 Penalty: 730.023926
	Iteration 42Q: 3 clusters Score -157295.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -157299.234375 Penalty: 730.023926
	Iteration 43Q: 3 clusters Score -157299.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -157303.234375 Penalty: 730.023926
	Iteration 44Q: 3 clusters Score -157303.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -157306.906250 Penalty: 730.023926
	Iteration 45Q: 3 clusters Score -157306.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -157310.859375 Penalty: 730.023926
	Iteration 46Q: 3 clusters Score -157310.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -157313.046875 Penalty: 730.023926
	Iteration 47Q: 3 clusters Score -157313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -157314.796875 Penalty: 730.023926
	Iteration 48Q: 3 clusters Score -157314.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -157315.640625 Penalty: 730.023926
	Iteration 49Q: 3 clusters Score -157315.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -157316.468750 Penalty: 730.023926
	Iteration 50Q: 3 clusters Score -157316.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -157317.453125 Penalty: 730.023926
	Iteration 51Q: 3 clusters Score -157317.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -157318.828125 Penalty: 730.023926
	Iteration 52Q: 3 clusters Score -157318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -157320.421875 Penalty: 730.023926
	Iteration 53Q: 3 clusters Score -157320.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -157322.328125 Penalty: 730.023926
	Iteration 54Q: 3 clusters Score -157322.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -157324.125000 Penalty: 730.023926
	Iteration 55Q: 3 clusters Score -157324.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -157325.375000 Penalty: 730.023926
	Iteration 56Q: 3 clusters Score -157325.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -157327.812500 Penalty: 730.023926
	Iteration 57Q: 3 clusters Score -157327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -157328.281250 Penalty: 730.023926
	Iteration 58Q: 3 clusters Score -157328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -157328.468750 Penalty: 730.023926
	Iteration 59Q: 3 clusters Score -157328.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -157329.093750 Penalty: 730.023926
	Iteration 60F: 3 clusters Score -157329.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -157328.875000 Penalty: 730.023926
	Iteration 61Q: 3 clusters Score -157328.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -157329.093750 Penalty: 730.023926
	Iteration 62Q: 3 clusters Score -157329.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -157329.093750 Penalty: 730.023926
	Iteration 63F: 3 clusters Score -157329.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -65280.257812 Penalty: 323.163727
	Iteration 0F: 2 clusters Score -65280.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -64340.625000 Penalty: 646.327454
	Iteration 0F: 3 clusters Score -64340.62 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -64580.902344 Penalty: 646.327454
	Iteration 1F: 3 clusters Score -64580.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -64641.558594 Penalty: 646.327454
	Iteration 2F: 3 clusters Score -64641.56 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -64681.355469 Penalty: 646.327454
	Iteration 3F: 3 clusters Score -64681.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -64711.761719 Penalty: 646.327454
	Iteration 4Q: 3 clusters Score -64711.76 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -64745.972656 Penalty: 646.327454
	Iteration 5Q: 3 clusters Score -64745.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64770.371094 Penalty: 646.327454
	Iteration 6Q: 3 clusters Score -64770.37 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64796.148438 Penalty: 646.327454
	Iteration 7Q: 3 clusters Score -64796.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64816.804688 Penalty: 646.327454
	Iteration 8Q: 3 clusters Score -64816.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64833.843750 Penalty: 646.327454
	Iteration 9Q: 3 clusters Score -64833.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64853.710938 Penalty: 646.327454
	Iteration 10Q: 3 clusters Score -64853.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64882.515625 Penalty: 646.327454
	Iteration 11Q: 3 clusters Score -64882.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -64901.000000 Penalty: 646.327454
	Iteration 12Q: 3 clusters Score -64901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64912.105469 Penalty: 646.327454
	Iteration 13Q: 3 clusters Score -64912.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -64925.488281 Penalty: 646.327454
	Iteration 14Q: 3 clusters Score -64925.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -64935.847656 Penalty: 646.327454
	Iteration 15Q: 3 clusters Score -64935.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -64945.625000 Penalty: 646.327454
	Iteration 16Q: 3 clusters Score -64945.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -64960.195312 Penalty: 646.327454
	Iteration 17Q: 3 clusters Score -64960.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -64970.968750 Penalty: 646.327454
	Iteration 18Q: 3 clusters Score -64970.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -64978.976562 Penalty: 646.327454
	Iteration 19Q: 3 clusters Score -64978.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -64983.296875 Penalty: 646.327454
	Iteration 20F: 3 clusters Score -64983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -64984.277344 Penalty: 646.327454
	Iteration 21Q: 3 clusters Score -64984.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -64984.589844 Penalty: 646.327454
	Iteration 22Q: 3 clusters Score -64984.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -64984.765625 Penalty: 646.327454
	Iteration 23Q: 3 clusters Score -64984.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -64984.765625 Penalty: 646.327454
	Iteration 24F: 3 clusters Score -64984.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -10625.700195 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -10625.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10231.164062 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -10231.16 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10363.497070 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -10363.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10398.404297 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -10398.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10424.549805 Penalty: 537.139648
	Iteration 3Q: 3 clusters Score -10424.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10444.580078 Penalty: 537.139648
	Iteration 4Q: 3 clusters Score -10444.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10461.621094 Penalty: 537.139648
	Iteration 5Q: 3 clusters Score -10461.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10475.306641 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -10475.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10478.606445 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -10478.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10487.065430 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -10487.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10491.869141 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -10491.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10498.217773 Penalty: 537.139648
	Iteration 10Q: 3 clusters Score -10498.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10504.652344 Penalty: 537.139648
	Iteration 11Q: 3 clusters Score -10504.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10507.950195 Penalty: 537.139648
	Iteration 12Q: 3 clusters Score -10507.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10508.198242 Penalty: 537.139648
	Iteration 13Q: 3 clusters Score -10508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10508.198242 Penalty: 537.139648
	Iteration 14F: 3 clusters Score -10508.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -42638.781250 Penalty: 305.824860
	Iteration 0F: 2 clusters Score -42638.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -41979.156250 Penalty: 611.649719
	Iteration 0F: 3 clusters Score -41979.16 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42328.820312 Penalty: 611.649719
	Iteration 1F: 3 clusters Score -42328.82 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -42427.457031 Penalty: 611.649719
	Iteration 2F: 3 clusters Score -42427.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -42470.476562 Penalty: 611.649719
	Iteration 3F: 3 clusters Score -42470.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -42496.230469 Penalty: 611.649719
	Iteration 4Q: 3 clusters Score -42496.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -42508.222656 Penalty: 611.649719
	Iteration 5Q: 3 clusters Score -42508.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -42518.289062 Penalty: 611.649719
	Iteration 6Q: 3 clusters Score -42518.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -42526.691406 Penalty: 611.649719
	Iteration 7Q: 3 clusters Score -42526.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -42533.953125 Penalty: 611.649719
	Iteration 8Q: 3 clusters Score -42533.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -42535.910156 Penalty: 611.649719
	Iteration 9Q: 3 clusters Score -42535.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -42537.382812 Penalty: 611.649719
	Iteration 10Q: 3 clusters Score -42537.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -42538.132812 Penalty: 611.649719
	Iteration 11Q: 3 clusters Score -42538.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -42539.421875 Penalty: 611.649719
	Iteration 12Q: 3 clusters Score -42539.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -42540.511719 Penalty: 611.649719
	Iteration 13Q: 3 clusters Score -42540.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -42540.511719 Penalty: 611.649719
	Iteration 14F: 3 clusters Score -42540.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Entering Unmasked Estep 
Score: -468927.125000 Penalty: 409.488281
	Iteration 0F: 2 clusters Score -468927.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -463435.218750 Penalty: 818.976562
	Iteration 0F: 3 clusters Score -463435.2 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -465482.218750 Penalty: 818.976562
	Iteration 1F: 3 clusters Score -465482.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -465657.093750 Penalty: 818.976562
	Iteration 2F: 3 clusters Score -465657.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -465844.156250 Penalty: 818.976562
	Iteration 3F: 3 clusters Score -465844.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -466036.562500 Penalty: 818.976562
	Iteration 4Q: 3 clusters Score -466036.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -466260.468750 Penalty: 818.976562
	Iteration 5Q: 3 clusters Score -466260.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -466528.593750 Penalty: 818.976562
	Iteration 6F: 3 clusters Score -466528.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -466834.937500 Penalty: 818.976562
	Iteration 7F: 3 clusters Score -466834.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -467076.500000 Penalty: 818.976562
	Iteration 8Q: 3 clusters Score -467076.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -467192.500000 Penalty: 818.976562
	Iteration 9Q: 3 clusters Score -467192.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -467239.812500 Penalty: 818.976562
	Iteration 10Q: 3 clusters Score -467239.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -467259.093750 Penalty: 818.976562
	Iteration 11Q: 3 clusters Score -467259.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -467277.406250 Penalty: 818.976562
	Iteration 12Q: 3 clusters Score -467277.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -467291.375000 Penalty: 818.976562
	Iteration 13Q: 3 clusters Score -467291.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -467308.375000 Penalty: 818.976562
	Iteration 14Q: 3 clusters Score -467308.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -467320.843750 Penalty: 818.976562
	Iteration 15Q: 3 clusters Score -467320.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -467338.593750 Penalty: 818.976562
	Iteration 16Q: 3 clusters Score -467338.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -467355.125000 Penalty: 818.976562
	Iteration 17Q: 3 clusters Score -467355.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -467376.531250 Penalty: 818.976562
	Iteration 18Q: 3 clusters Score -467376.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -467394.312500 Penalty: 818.976562
	Iteration 19Q: 3 clusters Score -467394.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -467428.031250 Penalty: 818.976562
	Iteration 20F: 3 clusters Score -467428 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -467468.187500 Penalty: 818.976562
	Iteration 21Q: 3 clusters Score -467468.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -467503.812500 Penalty: 818.976562
	Iteration 22Q: 3 clusters Score -467503.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -467539.906250 Penalty: 818.976562
	Iteration 23Q: 3 clusters Score -467539.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -467581.187500 Penalty: 818.976562
	Iteration 24Q: 3 clusters Score -467581.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -467621.656250 Penalty: 818.976562
	Iteration 25Q: 3 clusters Score -467621.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -467668.031250 Penalty: 818.976562
	Iteration 26Q: 3 clusters Score -467668 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -467714.281250 Penalty: 818.976562
	Iteration 27Q: 3 clusters Score -467714.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -467752.375000 Penalty: 818.976562
	Iteration 28Q: 3 clusters Score -467752.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -467791.562500 Penalty: 818.976562
	Iteration 29Q: 3 clusters Score -467791.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -467832.468750 Penalty: 818.976562
	Iteration 30Q: 3 clusters Score -467832.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -467870.093750 Penalty: 818.976562
	Iteration 31Q: 3 clusters Score -467870.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -467902.250000 Penalty: 818.976562
	Iteration 32Q: 3 clusters Score -467902.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -467940.312500 Penalty: 818.976562
	Iteration 33Q: 3 clusters Score -467940.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -467983.343750 Penalty: 818.976562
	Iteration 34Q: 3 clusters Score -467983.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -468027.500000 Penalty: 818.976562
	Iteration 35Q: 3 clusters Score -468027.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -468063.156250 Penalty: 818.976562
	Iteration 36Q: 3 clusters Score -468063.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -468093.093750 Penalty: 818.976562
	Iteration 37Q: 3 clusters Score -468093.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -468114.406250 Penalty: 818.976562
	Iteration 38Q: 3 clusters Score -468114.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -468127.343750 Penalty: 818.976562
	Iteration 39Q: 3 clusters Score -468127.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -468143.093750 Penalty: 818.976562
	Iteration 40F: 3 clusters Score -468143.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -468163.281250 Penalty: 818.976562
	Iteration 41Q: 3 clusters Score -468163.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -468183.250000 Penalty: 818.976562
	Iteration 42Q: 3 clusters Score -468183.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -468211.125000 Penalty: 818.976562
	Iteration 43Q: 3 clusters Score -468211.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -468240.687500 Penalty: 818.976562
	Iteration 44Q: 3 clusters Score -468240.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -468281.343750 Penalty: 818.976562
	Iteration 45Q: 3 clusters Score -468281.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -468330.968750 Penalty: 818.976562
	Iteration 46Q: 3 clusters Score -468331 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -468381.312500 Penalty: 818.976562
	Iteration 47Q: 3 clusters Score -468381.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -468428.031250 Penalty: 818.976562
	Iteration 48Q: 3 clusters Score -468428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -468463.593750 Penalty: 818.976562
	Iteration 49Q: 3 clusters Score -468463.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -468484.093750 Penalty: 818.976562
	Iteration 50Q: 3 clusters Score -468484.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -468498.468750 Penalty: 818.976562
	Iteration 51Q: 3 clusters Score -468498.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -468509.625000 Penalty: 818.976562
	Iteration 52Q: 3 clusters Score -468509.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -468516.750000 Penalty: 818.976562
	Iteration 53Q: 3 clusters Score -468516.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -468522.093750 Penalty: 818.976562
	Iteration 54Q: 3 clusters Score -468522.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -468524.718750 Penalty: 818.976562
	Iteration 55Q: 3 clusters Score -468524.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -468527.218750 Penalty: 818.976562
	Iteration 56Q: 3 clusters Score -468527.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -468529.468750 Penalty: 818.976562
	Iteration 57Q: 3 clusters Score -468529.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -468532.218750 Penalty: 818.976562
	Iteration 58Q: 3 clusters Score -468532.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -468534.187500 Penalty: 818.976562
	Iteration 59Q: 3 clusters Score -468534.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -468535.156250 Penalty: 818.976562
	Iteration 60F: 3 clusters Score -468535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -468535.531250 Penalty: 818.976562
	Iteration 61Q: 3 clusters Score -468535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -468536.406250 Penalty: 818.976562
	Iteration 62Q: 3 clusters Score -468536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -468536.031250 Penalty: 818.976562
	Iteration 63Q: 3 clusters Score -468536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -468535.843750 Penalty: 818.976562
	Iteration 64Q: 3 clusters Score -468535.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -468536.218750 Penalty: 818.976562
	Iteration 65Q: 3 clusters Score -468536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -468537.093750 Penalty: 818.976562
	Iteration 66Q: 3 clusters Score -468537.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -468538.000000 Penalty: 818.976562
	Iteration 67Q: 3 clusters Score -468538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -468538.906250 Penalty: 818.976562
	Iteration 68Q: 3 clusters Score -468538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -468538.906250 Penalty: 818.976562
	Iteration 69F: 3 clusters Score -468538.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -3864.932861 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -3864.933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3685.486572 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -3685.487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3712.461670 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -3712.462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3726.327148 Penalty: 407.437653
	Iteration 2F: 3 clusters Score -3726.327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3729.069336 Penalty: 407.437653
	Iteration 3Q: 3 clusters Score -3729.069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3729.069336 Penalty: 407.437653
	Iteration 4F: 3 clusters Score -3729.069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -14930.646484 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -14930.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14632.713867 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -14632.71 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14747.185547 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -14747.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14787.833984 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -14787.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14807.335938 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -14807.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14821.126953 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -14821.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14844.766602 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -14844.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14864.323242 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -14864.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14866.146484 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -14866.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14867.424805 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -14867.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14867.424805 Penalty: 509.792816
	Iteration 9F: 3 clusters Score -14867.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -6254.525391 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -6254.525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5991.276855 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -5991.277 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6073.361816 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -6073.362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6097.240723 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -6097.241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6109.870117 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -6109.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6110.757324 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -6110.757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6110.757324 Penalty: 489.150330
	Iteration 5F: 3 clusters Score -6110.757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (67 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Entering Unmasked Estep 
Score: -3458.965088 Penalty: 191.313522
	Iteration 0F: 2 clusters Score -3458.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3304.992188 Penalty: 382.627045
	Iteration 0F: 3 clusters Score -3304.992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3423.752197 Penalty: 382.627045
	Iteration 1F: 3 clusters Score -3423.752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3439.064941 Penalty: 382.627045
	Iteration 2Q: 3 clusters Score -3439.065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3439.064941 Penalty: 382.627045
	Iteration 3F: 3 clusters Score -3439.065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -11001.008789 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -11001.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10736.463867 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -10736.46 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10968.724609 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -10968.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11037.719727 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -11037.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11083.001953 Penalty: 494.865234
	Iteration 3F: 3 clusters Score -11083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11111.261719 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -11111.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11131.262695 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -11131.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11144.925781 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -11144.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11163.432617 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -11163.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11196.908203 Penalty: 494.865234
	Iteration 8Q: 3 clusters Score -11196.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11237.785156 Penalty: 494.865234
	Iteration 9Q: 3 clusters Score -11237.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11242.290039 Penalty: 494.865234
	Iteration 10Q: 3 clusters Score -11242.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11242.290039 Penalty: 494.865234
	Iteration 11F: 3 clusters Score -11242.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 136 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6797 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 260 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1341 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 94 members 
Entering Unmasked Estep 
Score: -10142023.000000 Penalty: 30400.273438
Splitting cluster 33 changes total score from -10142085.000000 to -10142023.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -6756.282227 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -6756.282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6558.257812 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -6558.258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6630.749512 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -6630.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6661.260742 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -6661.261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6662.793945 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -6662.794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6662.793945 Penalty: 438.645630
	Iteration 4F: 3 clusters Score -6662.794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -335330.625000 Penalty: 397.488342
	Iteration 0F: 2 clusters Score -335330.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -331163.843750 Penalty: 794.976685
	Iteration 0F: 3 clusters Score -331163.8 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -332909.343750 Penalty: 794.976685
	Iteration 1F: 3 clusters Score -332909.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -333226.687500 Penalty: 794.976685
	Iteration 2F: 3 clusters Score -333226.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -333593.468750 Penalty: 794.976685
	Iteration 3F: 3 clusters Score -333593.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -333899.437500 Penalty: 794.976685
	Iteration 4F: 3 clusters Score -333899.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -334184.781250 Penalty: 794.976685
	Iteration 5F: 3 clusters Score -334184.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -334452.750000 Penalty: 794.976685
	Iteration 6F: 3 clusters Score -334452.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -334625.812500 Penalty: 794.976685
	Iteration 7Q: 3 clusters Score -334625.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -334748.468750 Penalty: 794.976685
	Iteration 8Q: 3 clusters Score -334748.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -334846.593750 Penalty: 794.976685
	Iteration 9Q: 3 clusters Score -334846.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -334927.500000 Penalty: 794.976685
	Iteration 10Q: 3 clusters Score -334927.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -334978.062500 Penalty: 794.976685
	Iteration 11Q: 3 clusters Score -334978.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -335011.625000 Penalty: 794.976685
	Iteration 12Q: 3 clusters Score -335011.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -335028.625000 Penalty: 794.976685
	Iteration 13Q: 3 clusters Score -335028.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -335036.812500 Penalty: 794.976685
	Iteration 14Q: 3 clusters Score -335036.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -335040.656250 Penalty: 794.976685
	Iteration 15Q: 3 clusters Score -335040.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -335044.218750 Penalty: 794.976685
	Iteration 16Q: 3 clusters Score -335044.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -335048.812500 Penalty: 794.976685
	Iteration 17Q: 3 clusters Score -335048.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -335048.593750 Penalty: 794.976685
	Iteration 18Q: 3 clusters Score -335048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -335050.968750 Penalty: 794.976685
	Iteration 19Q: 3 clusters Score -335051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -335052.062500 Penalty: 794.976685
	Iteration 20F: 3 clusters Score -335052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -335054.093750 Penalty: 794.976685
	Iteration 21Q: 3 clusters Score -335054.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -335056.281250 Penalty: 794.976685
	Iteration 22Q: 3 clusters Score -335056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -335057.125000 Penalty: 794.976685
	Iteration 23Q: 3 clusters Score -335057.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -335057.125000 Penalty: 794.976685
	Iteration 24Q: 3 clusters Score -335057.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -335057.937500 Penalty: 794.976685
	Iteration 25Q: 3 clusters Score -335057.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -335058.718750 Penalty: 794.976685
	Iteration 26Q: 3 clusters Score -335058.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -335060.218750 Penalty: 794.976685
	Iteration 27Q: 3 clusters Score -335060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -335061.187500 Penalty: 794.976685
	Iteration 28Q: 3 clusters Score -335061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -335061.218750 Penalty: 794.976685
	Iteration 29Q: 3 clusters Score -335061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -335062.812500 Penalty: 794.976685
	Iteration 30Q: 3 clusters Score -335062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -335062.937500 Penalty: 794.976685
	Iteration 31Q: 3 clusters Score -335062.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -335062.937500 Penalty: 794.976685
	Iteration 32F: 3 clusters Score -335062.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -5650.574707 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -5650.575 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 72 members 
Entering Unmasked Estep 
Score: -5413.164551 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -5413.165 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5470.482910 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -5470.483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5505.584473 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -5505.584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5526.051270 Penalty: 458.951691
	Iteration 3F: 3 clusters Score -5526.051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5537.721191 Penalty: 458.951691
	Iteration 4Q: 3 clusters Score -5537.721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5544.179688 Penalty: 458.951691
	Iteration 5Q: 3 clusters Score -5544.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5544.747559 Penalty: 458.951691
	Iteration 6Q: 3 clusters Score -5544.748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5544.747559 Penalty: 458.951691
	Iteration 7F: 3 clusters Score -5544.748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -34227.558594 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -34227.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33682.671875 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -33682.67 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33928.808594 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -33928.81 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -34059.539062 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -34059.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -34129.484375 Penalty: 583.624756
	Iteration 3F: 3 clusters Score -34129.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -34204.175781 Penalty: 583.624756
	Iteration 4Q: 3 clusters Score -34204.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -34225.597656 Penalty: 583.624756
	Iteration 5Q: 3 clusters Score -34225.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34247.214844 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -34247.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -34266.843750 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -34266.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -34308.371094 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -34308.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34376.535156 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -34376.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34405.000000 Penalty: 583.624756
	Iteration 10Q: 3 clusters Score -34405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34411.121094 Penalty: 583.624756
	Iteration 11Q: 3 clusters Score -34411.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34411.687500 Penalty: 583.624756
	Iteration 12Q: 3 clusters Score -34411.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34411.687500 Penalty: 583.624756
	Iteration 13F: 3 clusters Score -34411.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 336 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 228 members 
Mstep: Class 40 contains 6797 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 260 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1341 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 274 members 
Entering Unmasked Estep 
Score: -10142005.000000 Penalty: 30400.273438
Splitting cluster 37 changes total score from -10142085.000000 to -10142005.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -164722.500000 Penalty: 362.809937
	Iteration 0F: 2 clusters Score -164722.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -162741.546875 Penalty: 725.619873
	Iteration 0F: 3 clusters Score -162741.5 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -163626.578125 Penalty: 725.619873
	Iteration 1F: 3 clusters Score -163626.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -163825.093750 Penalty: 725.619873
	Iteration 2F: 3 clusters Score -163825.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -163985.281250 Penalty: 725.619873
	Iteration 3F: 3 clusters Score -163985.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -164151.578125 Penalty: 725.619873
	Iteration 4F: 3 clusters Score -164151.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -164297.859375 Penalty: 725.619873
	Iteration 5F: 3 clusters Score -164297.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -164403.000000 Penalty: 725.619873
	Iteration 6Q: 3 clusters Score -164403 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -164470.328125 Penalty: 725.619873
	Iteration 7Q: 3 clusters Score -164470.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -164496.687500 Penalty: 725.619873
	Iteration 8Q: 3 clusters Score -164496.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -164510.484375 Penalty: 725.619873
	Iteration 9Q: 3 clusters Score -164510.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -164519.265625 Penalty: 725.619873
	Iteration 10Q: 3 clusters Score -164519.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -164529.156250 Penalty: 725.619873
	Iteration 11Q: 3 clusters Score -164529.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -164542.578125 Penalty: 725.619873
	Iteration 12Q: 3 clusters Score -164542.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -164557.484375 Penalty: 725.619873
	Iteration 13Q: 3 clusters Score -164557.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -164567.421875 Penalty: 725.619873
	Iteration 14Q: 3 clusters Score -164567.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -164573.250000 Penalty: 725.619873
	Iteration 15Q: 3 clusters Score -164573.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -164575.953125 Penalty: 725.619873
	Iteration 16Q: 3 clusters Score -164576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -164577.078125 Penalty: 725.619873
	Iteration 17Q: 3 clusters Score -164577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -164577.265625 Penalty: 725.619873
	Iteration 18Q: 3 clusters Score -164577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -164577.609375 Penalty: 725.619873
	Iteration 19Q: 3 clusters Score -164577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -164577.578125 Penalty: 725.619873
	Iteration 20F: 3 clusters Score -164577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -164577.468750 Penalty: 725.619873
	Iteration 21Q: 3 clusters Score -164577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -164577.546875 Penalty: 725.619873
	Iteration 22Q: 3 clusters Score -164577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -164577.531250 Penalty: 725.619873
	Iteration 23Q: 3 clusters Score -164577.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -164577.531250 Penalty: 725.619873
	Iteration 24F: 3 clusters Score -164577.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -12114.743164 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -12114.74 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 111 members 
Entering Unmasked Estep 
Score: -11818.959961 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11818.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11939.114258 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -11939.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12012.559570 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -12012.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12152.194336 Penalty: 494.070465
	Iteration 3F: 3 clusters Score -12152.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12259.073242 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -12259.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12314.978516 Penalty: 494.070465
	Iteration 5F: 3 clusters Score -12314.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12401.267578 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -12401.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12421.925781 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -12421.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12428.870117 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -12428.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12432.815430 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -12432.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12436.122070 Penalty: 494.070465
	Iteration 10Q: 3 clusters Score -12436.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12444.244141 Penalty: 494.070465
	Iteration 11Q: 3 clusters Score -12444.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12459.710938 Penalty: 494.070465
	Iteration 12Q: 3 clusters Score -12459.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12485.758789 Penalty: 494.070465
	Iteration 13Q: 3 clusters Score -12485.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12608.779297 Penalty: 494.070465
	Iteration 14Q: 3 clusters Score -12608.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12608.779297 Penalty: 494.070465
	Iteration 15F: 3 clusters Score -12608.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6797 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 260 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1341 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Entering Unmasked Estep 
Score: -10142275.000000 Penalty: 30400.273438
Splitting cluster 39 changes total score from -10142085.000000 to -10142275.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 40 (6797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Entering Unmasked Estep 
Score: -353158.906250 Penalty: 401.502777
	Iteration 0F: 2 clusters Score -353158.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -348565.343750 Penalty: 803.005554
	Iteration 0F: 3 clusters Score -348565.3 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -350914.781250 Penalty: 803.005554
	Iteration 1F: 3 clusters Score -350914.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -351317.812500 Penalty: 803.005554
	Iteration 2F: 3 clusters Score -351317.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -351614.437500 Penalty: 803.005554
	Iteration 3F: 3 clusters Score -351614.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -351811.687500 Penalty: 803.005554
	Iteration 4F: 3 clusters Score -351811.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -351952.562500 Penalty: 803.005554
	Iteration 5Q: 3 clusters Score -351952.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -352076.875000 Penalty: 803.005554
	Iteration 6Q: 3 clusters Score -352076.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -352222.843750 Penalty: 803.005554
	Iteration 7Q: 3 clusters Score -352222.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -352364.156250 Penalty: 803.005554
	Iteration 8Q: 3 clusters Score -352364.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -352494.875000 Penalty: 803.005554
	Iteration 9Q: 3 clusters Score -352494.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -352598.218750 Penalty: 803.005554
	Iteration 10Q: 3 clusters Score -352598.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -352678.625000 Penalty: 803.005554
	Iteration 11Q: 3 clusters Score -352678.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -352755.281250 Penalty: 803.005554
	Iteration 12Q: 3 clusters Score -352755.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -352815.343750 Penalty: 803.005554
	Iteration 13Q: 3 clusters Score -352815.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -352857.000000 Penalty: 803.005554
	Iteration 14Q: 3 clusters Score -352857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -352889.812500 Penalty: 803.005554
	Iteration 15Q: 3 clusters Score -352889.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -352917.250000 Penalty: 803.005554
	Iteration 16Q: 3 clusters Score -352917.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -352930.812500 Penalty: 803.005554
	Iteration 17Q: 3 clusters Score -352930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -352939.281250 Penalty: 803.005554
	Iteration 18Q: 3 clusters Score -352939.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -352946.000000 Penalty: 803.005554
	Iteration 19Q: 3 clusters Score -352946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -352950.156250 Penalty: 803.005554
	Iteration 20F: 3 clusters Score -352950.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -352951.750000 Penalty: 803.005554
	Iteration 21Q: 3 clusters Score -352951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -352953.843750 Penalty: 803.005554
	Iteration 22Q: 3 clusters Score -352953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -352953.843750 Penalty: 803.005554
	Iteration 23F: 3 clusters Score -352953.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -5092.184570 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -5092.185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4898.930176 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -4898.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4940.504883 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -4940.505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4957.067871 Penalty: 412.466553
	Iteration 2F: 3 clusters Score -4957.068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4970.452148 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -4970.452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4972.890625 Penalty: 412.466553
	Iteration 4Q: 3 clusters Score -4972.891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4972.890625 Penalty: 412.466553
	Iteration 5F: 3 clusters Score -4972.891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -11426.759766 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -11426.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11121.799805 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -11121.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11312.302734 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -11312.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11353.049805 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -11353.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11363.682617 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -11363.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11366.164062 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -11366.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11366.595703 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -11366.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11366.595703 Penalty: 506.022034
	Iteration 6F: 3 clusters Score -11366.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -22389.087891 Penalty: 275.583679
	Iteration 0F: 2 clusters Score -22389.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21987.144531 Penalty: 551.167358
	Iteration 0F: 3 clusters Score -21987.14 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22159.093750 Penalty: 551.167358
	Iteration 1F: 3 clusters Score -22159.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22203.115234 Penalty: 551.167358
	Iteration 2F: 3 clusters Score -22203.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22226.601562 Penalty: 551.167358
	Iteration 3Q: 3 clusters Score -22226.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22252.523438 Penalty: 551.167358
	Iteration 4Q: 3 clusters Score -22252.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22271.828125 Penalty: 551.167358
	Iteration 5Q: 3 clusters Score -22271.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22285.134766 Penalty: 551.167358
	Iteration 6Q: 3 clusters Score -22285.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22295.279297 Penalty: 551.167358
	Iteration 7Q: 3 clusters Score -22295.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22322.078125 Penalty: 551.167358
	Iteration 8Q: 3 clusters Score -22322.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22346.832031 Penalty: 551.167358
	Iteration 9Q: 3 clusters Score -22346.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22365.564453 Penalty: 551.167358
	Iteration 10Q: 3 clusters Score -22365.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22416.078125 Penalty: 551.167358
	Iteration 11Q: 3 clusters Score -22416.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22456.201172 Penalty: 551.167358
	Iteration 12Q: 3 clusters Score -22456.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22479.519531 Penalty: 551.167358
	Iteration 13Q: 3 clusters Score -22479.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22500.306641 Penalty: 551.167358
	Iteration 14Q: 3 clusters Score -22500.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22501.652344 Penalty: 551.167358
	Iteration 15Q: 3 clusters Score -22501.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22502.419922 Penalty: 551.167358
	Iteration 16Q: 3 clusters Score -22502.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22503.283203 Penalty: 551.167358
	Iteration 17Q: 3 clusters Score -22503.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22503.283203 Penalty: 551.167358
	Iteration 18F: 3 clusters Score -22503.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6797 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 260 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1341 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 115 members 
Entering Unmasked Estep 
Score: -10142113.000000 Penalty: 30953.005859
Splitting cluster 43 changes total score from -10142085.000000 to -10142113.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 44 (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: -24505.039062 Penalty: 273.176880
	Iteration 0F: 2 clusters Score -24505.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -24075.484375 Penalty: 546.353760
	Iteration 0F: 3 clusters Score -24075.48 nChanged 151
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: -24223.187500 Penalty: 546.353760
	Iteration 1F: 3 clusters Score -24223.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24346.593750 Penalty: 546.353760
	Iteration 2F: 3 clusters Score -24346.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24448.138672 Penalty: 546.353760
	Iteration 3F: 3 clusters Score -24448.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24504.376953 Penalty: 546.353760
	Iteration 4F: 3 clusters Score -24504.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24549.664062 Penalty: 546.353760
	Iteration 5F: 3 clusters Score -24549.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24570.888672 Penalty: 546.353760
	Iteration 6Q: 3 clusters Score -24570.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24575.472656 Penalty: 546.353760
	Iteration 7Q: 3 clusters Score -24575.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24577.117188 Penalty: 546.353760
	Iteration 8Q: 3 clusters Score -24577.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24578.951172 Penalty: 546.353760
	Iteration 9Q: 3 clusters Score -24578.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24579.976562 Penalty: 546.353760
	Iteration 10Q: 3 clusters Score -24579.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24580.939453 Penalty: 546.353760
	Iteration 11Q: 3 clusters Score -24580.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24581.611328 Penalty: 546.353760
	Iteration 12Q: 3 clusters Score -24581.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24582.074219 Penalty: 546.353760
	Iteration 13Q: 3 clusters Score -24582.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24582.074219 Penalty: 546.353760
	Iteration 14F: 3 clusters Score -24582.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6797 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 260 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 203 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1341 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 115 members 
Mstep: Class 57 contains 202 members 
Entering Unmasked Estep 
Score: -10141915.000000 Penalty: 31505.738281
Splitting cluster 44 changes total score from -10142085.000000 to -10141915.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -9400.007812 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -9400.008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9122.315430 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -9122.315 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9199.847656 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -9199.848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9240.337891 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -9240.338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9273.455078 Penalty: 472.559082
	Iteration 3F: 3 clusters Score -9273.455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9285.491211 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -9285.491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9291.417969 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -9291.418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9294.985352 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -9294.985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9296.923828 Penalty: 472.559082
	Iteration 7Q: 3 clusters Score -9296.924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9301.981445 Penalty: 472.559082
	Iteration 8Q: 3 clusters Score -9301.981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9308.742188 Penalty: 472.559082
	Iteration 9Q: 3 clusters Score -9308.742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9324.227539 Penalty: 472.559082
	Iteration 10Q: 3 clusters Score -9324.228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9337.402344 Penalty: 472.559082
	Iteration 11Q: 3 clusters Score -9337.402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9352.133789 Penalty: 472.559082
	Iteration 12Q: 3 clusters Score -9352.134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9361.827148 Penalty: 472.559082
	Iteration 13Q: 3 clusters Score -9361.827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9368.640625 Penalty: 472.559082
	Iteration 14Q: 3 clusters Score -9368.641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9375.098633 Penalty: 472.559082
	Iteration 15Q: 3 clusters Score -9375.099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9375.659180 Penalty: 472.559082
	Iteration 16Q: 3 clusters Score -9375.659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9375.659180 Penalty: 472.559082
	Iteration 17F: 3 clusters Score -9375.659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -7668.526855 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -7668.527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7425.016602 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -7425.017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7548.652344 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -7548.652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7665.400879 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -7665.401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7668.820312 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -7668.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7668.820312 Penalty: 459.536926
	Iteration 4F: 3 clusters Score -7668.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6797 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 260 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 76 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1341 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 115 members 
Mstep: Class 57 contains 80 members 
Entering Unmasked Estep 
Score: -10141791.000000 Penalty: 31505.738281
Splitting cluster 46 changes total score from -10142085.000000 to -10141791.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -11104.142578 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -11104.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10819.360352 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -10819.36 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11053.706055 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -11053.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11104.173828 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -11104.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11140.483398 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -11140.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11188.893555 Penalty: 494.865234
	Iteration 4F: 3 clusters Score -11188.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11210.337891 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -11210.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11237.452148 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -11237.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11309.319336 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -11309.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11367.172852 Penalty: 494.865234
	Iteration 8Q: 3 clusters Score -11367.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11381.751953 Penalty: 494.865234
	Iteration 9Q: 3 clusters Score -11381.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11385.898438 Penalty: 494.865234
	Iteration 10Q: 3 clusters Score -11385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11385.898438 Penalty: 494.865234
	Iteration 11F: 3 clusters Score -11385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6797 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 260 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 77 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1341 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 115 members 
Mstep: Class 57 contains 153 members 
Entering Unmasked Estep 
Score: -10142095.000000 Penalty: 31505.738281
Splitting cluster 47 changes total score from -10142085.000000 to -10142095.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 48 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -4666.849609 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -4666.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4488.925781 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -4488.926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4537.837891 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -4537.838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4550.822754 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -4550.823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4555.462891 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -4555.463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4558.638672 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -4558.639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4558.638672 Penalty: 429.383392
	Iteration 5F: 3 clusters Score -4558.639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -71525.156250 Penalty: 327.653290
	Iteration 0F: 2 clusters Score -71525.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -70518.062500 Penalty: 655.306580
	Iteration 0F: 3 clusters Score -70518.06 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -70952.687500 Penalty: 655.306580
	Iteration 1F: 3 clusters Score -70952.69 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -71063.593750 Penalty: 655.306580
	Iteration 2F: 3 clusters Score -71063.59 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -71129.250000 Penalty: 655.306580
	Iteration 3F: 3 clusters Score -71129.25 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71185.078125 Penalty: 655.306580
	Iteration 4Q: 3 clusters Score -71185.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -71218.625000 Penalty: 655.306580
	Iteration 5Q: 3 clusters Score -71218.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -71242.039062 Penalty: 655.306580
	Iteration 6Q: 3 clusters Score -71242.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71261.851562 Penalty: 655.306580
	Iteration 7Q: 3 clusters Score -71261.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -71282.382812 Penalty: 655.306580
	Iteration 8Q: 3 clusters Score -71282.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71291.835938 Penalty: 655.306580
	Iteration 9Q: 3 clusters Score -71291.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71302.671875 Penalty: 655.306580
	Iteration 10Q: 3 clusters Score -71302.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71311.398438 Penalty: 655.306580
	Iteration 11Q: 3 clusters Score -71311.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71318.070312 Penalty: 655.306580
	Iteration 12Q: 3 clusters Score -71318.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71325.492188 Penalty: 655.306580
	Iteration 13Q: 3 clusters Score -71325.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71333.882812 Penalty: 655.306580
	Iteration 14Q: 3 clusters Score -71333.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -71340.914062 Penalty: 655.306580
	Iteration 15Q: 3 clusters Score -71340.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71344.320312 Penalty: 655.306580
	Iteration 16Q: 3 clusters Score -71344.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71347.312500 Penalty: 655.306580
	Iteration 17Q: 3 clusters Score -71347.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71350.640625 Penalty: 655.306580
	Iteration 18Q: 3 clusters Score -71350.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71353.765625 Penalty: 655.306580
	Iteration 19Q: 3 clusters Score -71353.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71358.375000 Penalty: 655.306580
	Iteration 20F: 3 clusters Score -71358.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71372.265625 Penalty: 655.306580
	Iteration 21Q: 3 clusters Score -71372.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71387.164062 Penalty: 655.306580
	Iteration 22Q: 3 clusters Score -71387.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71399.507812 Penalty: 655.306580
	Iteration 23Q: 3 clusters Score -71399.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71412.718750 Penalty: 655.306580
	Iteration 24Q: 3 clusters Score -71412.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71429.343750 Penalty: 655.306580
	Iteration 25Q: 3 clusters Score -71429.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71441.734375 Penalty: 655.306580
	Iteration 26Q: 3 clusters Score -71441.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71457.296875 Penalty: 655.306580
	Iteration 27Q: 3 clusters Score -71457.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71477.906250 Penalty: 655.306580
	Iteration 28Q: 3 clusters Score -71477.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71486.468750 Penalty: 655.306580
	Iteration 29Q: 3 clusters Score -71486.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71494.500000 Penalty: 655.306580
	Iteration 30Q: 3 clusters Score -71494.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71496.531250 Penalty: 655.306580
	Iteration 31Q: 3 clusters Score -71496.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71497.148438 Penalty: 655.306580
	Iteration 32Q: 3 clusters Score -71497.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71497.304688 Penalty: 655.306580
	Iteration 33Q: 3 clusters Score -71497.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71497.304688 Penalty: 655.306580
	Iteration 34F: 3 clusters Score -71497.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -23547.845703 Penalty: 276.007935
	Iteration 0F: 2 clusters Score -23547.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23154.611328 Penalty: 552.015869
	Iteration 0F: 3 clusters Score -23154.61 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23409.093750 Penalty: 552.015869
	Iteration 1F: 3 clusters Score -23409.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23490.812500 Penalty: 552.015869
	Iteration 2F: 3 clusters Score -23490.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23514.708984 Penalty: 552.015869
	Iteration 3Q: 3 clusters Score -23514.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23528.857422 Penalty: 552.015869
	Iteration 4Q: 3 clusters Score -23528.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23546.888672 Penalty: 552.015869
	Iteration 5Q: 3 clusters Score -23546.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23564.408203 Penalty: 552.015869
	Iteration 6Q: 3 clusters Score -23564.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23575.458984 Penalty: 552.015869
	Iteration 7Q: 3 clusters Score -23575.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23584.314453 Penalty: 552.015869
	Iteration 8Q: 3 clusters Score -23584.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23592.357422 Penalty: 552.015869
	Iteration 9Q: 3 clusters Score -23592.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23594.560547 Penalty: 552.015869
	Iteration 10Q: 3 clusters Score -23594.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23596.144531 Penalty: 552.015869
	Iteration 11Q: 3 clusters Score -23596.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23596.144531 Penalty: 552.015869
	Iteration 12F: 3 clusters Score -23596.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6797 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 260 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 77 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1341 members 
Mstep: Class 50 contains 281 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 115 members 
Mstep: Class 57 contains 153 members 
Mstep: Class 58 contains 150 members 
Entering Unmasked Estep 
Score: -10141869.000000 Penalty: 32058.470703
Splitting cluster 50 changes total score from -10142085.000000 to -10141869.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -17080.531250 Penalty: 259.824432
	Iteration 0F: 2 clusters Score -17080.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16701.080078 Penalty: 519.648865
	Iteration 0F: 3 clusters Score -16701.08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16764.867188 Penalty: 519.648865
	Iteration 1F: 3 clusters Score -16764.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16782.472656 Penalty: 519.648865
	Iteration 2F: 3 clusters Score -16782.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16807.417969 Penalty: 519.648865
	Iteration 3F: 3 clusters Score -16807.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16835.730469 Penalty: 519.648865
	Iteration 4Q: 3 clusters Score -16835.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16851.339844 Penalty: 519.648865
	Iteration 5Q: 3 clusters Score -16851.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16870.822266 Penalty: 519.648865
	Iteration 6Q: 3 clusters Score -16870.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16879.890625 Penalty: 519.648865
	Iteration 7Q: 3 clusters Score -16879.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16887.693359 Penalty: 519.648865
	Iteration 8Q: 3 clusters Score -16887.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16892.320312 Penalty: 519.648865
	Iteration 9Q: 3 clusters Score -16892.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16896.234375 Penalty: 519.648865
	Iteration 10Q: 3 clusters Score -16896.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16897.853516 Penalty: 519.648865
	Iteration 11Q: 3 clusters Score -16897.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16897.853516 Penalty: 519.648865
	Iteration 12F: 3 clusters Score -16897.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -46213.910156 Penalty: 309.407745
	Iteration 0F: 2 clusters Score -46213.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -45452.484375 Penalty: 618.815491
	Iteration 0F: 3 clusters Score -45452.48 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -45718.769531 Penalty: 618.815491
	Iteration 1F: 3 clusters Score -45718.77 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -45798.996094 Penalty: 618.815491
	Iteration 2F: 3 clusters Score -45799 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -45879.503906 Penalty: 618.815491
	Iteration 3F: 3 clusters Score -45879.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -45932.773438 Penalty: 618.815491
	Iteration 4F: 3 clusters Score -45932.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -45977.562500 Penalty: 618.815491
	Iteration 5Q: 3 clusters Score -45977.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -46021.515625 Penalty: 618.815491
	Iteration 6Q: 3 clusters Score -46021.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46048.296875 Penalty: 618.815491
	Iteration 7Q: 3 clusters Score -46048.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -46058.410156 Penalty: 618.815491
	Iteration 8Q: 3 clusters Score -46058.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -46068.000000 Penalty: 618.815491
	Iteration 9Q: 3 clusters Score -46068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -46071.394531 Penalty: 618.815491
	Iteration 10Q: 3 clusters Score -46071.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -46074.867188 Penalty: 618.815491
	Iteration 11Q: 3 clusters Score -46074.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -46075.257812 Penalty: 618.815491
	Iteration 12Q: 3 clusters Score -46075.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -46075.257812 Penalty: 618.815491
	Iteration 13F: 3 clusters Score -46075.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -22210.406250 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -22210.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21760.605469 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -21760.61 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21872.097656 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -21872.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21919.296875 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -21919.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21936.779297 Penalty: 550.310913
	Iteration 3Q: 3 clusters Score -21936.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21960.015625 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -21960.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21989.316406 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -21989.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22014.791016 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -22014.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22031.705078 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -22031.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22036.005859 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -22036.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22036.005859 Penalty: 550.310913
	Iteration 9F: 3 clusters Score -22036.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -17201.175781 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -17201.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16872.550781 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -16872.55 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16983.531250 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -16983.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17012.011719 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -17012.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17030.378906 Penalty: 523.484131
	Iteration 3Q: 3 clusters Score -17030.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17050.517578 Penalty: 523.484131
	Iteration 4Q: 3 clusters Score -17050.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17066.083984 Penalty: 523.484131
	Iteration 5Q: 3 clusters Score -17066.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17077.291016 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -17077.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17083.589844 Penalty: 523.484131
	Iteration 7Q: 3 clusters Score -17083.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17084.888672 Penalty: 523.484131
	Iteration 8Q: 3 clusters Score -17084.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17088.201172 Penalty: 523.484131
	Iteration 9Q: 3 clusters Score -17088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17089.130859 Penalty: 523.484131
	Iteration 10Q: 3 clusters Score -17089.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17089.576172 Penalty: 523.484131
	Iteration 11Q: 3 clusters Score -17089.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17089.576172 Penalty: 523.484131
	Iteration 12F: 3 clusters Score -17089.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6797 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 260 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 77 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1341 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 898 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142135.000000 Penalty: 31505.738281
Iteration 199Q: 58 clusters Score -1.014214e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 603 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6795 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 262 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1344 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 897 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 115 members 
Mstep: Class 57 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142179.000000 Penalty: 31505.738281
Iteration 200F: 58 clusters Score -1.014218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 826 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6791 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 261 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 897 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142183.000000 Penalty: 31505.738281
Iteration 201Q: 58 clusters Score -1.014218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 821 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6787 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 263 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1353 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 897 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142195.000000 Penalty: 31505.738281
Iteration 202Q: 58 clusters Score -1.01422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 147 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6784 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 264 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 897 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142205.000000 Penalty: 31505.738281
Iteration 203Q: 58 clusters Score -1.01422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6784 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 264 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1356 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142229.000000 Penalty: 31505.738281
Iteration 204Q: 58 clusters Score -1.014223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 610 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 144 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6782 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 264 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142231.000000 Penalty: 31505.738281
Iteration 205Q: 58 clusters Score -1.014223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 610 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 144 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6780 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 264 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1358 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142229.000000 Penalty: 31505.738281
Iteration 206Q: 58 clusters Score -1.014223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 610 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 818 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6779 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 264 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1358 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 425 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142229.000000 Penalty: 31505.738281
Iteration 207Q: 58 clusters Score -1.014223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 611 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 817 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6779 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 264 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142221.000000 Penalty: 31505.738281
Iteration 208Q: 58 clusters Score -1.014222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 612 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6779 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 264 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1359 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142225.000000 Penalty: 31505.738281
Iteration 209Q: 58 clusters Score -1.014222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 612 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 808 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6782 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 265 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1359 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142233.000000 Penalty: 31505.738281
Iteration 210Q: 58 clusters Score -1.014223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 612 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 810 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6781 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 265 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1358 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142231.000000 Penalty: 31505.738281
Iteration 211Q: 58 clusters Score -1.014223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 612 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 658 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 810 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6783 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 266 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1356 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142225.000000 Penalty: 31505.738281
Iteration 212Q: 58 clusters Score -1.014222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 612 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6782 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 266 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1356 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142233.000000 Penalty: 31505.738281
Iteration 213Q: 58 clusters Score -1.014223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 612 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 810 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6782 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 267 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1356 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142235.000000 Penalty: 31505.738281
Iteration 214Q: 58 clusters Score -1.014224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 806 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6784 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 267 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1356 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142229.000000 Penalty: 31505.738281
Iteration 215Q: 58 clusters Score -1.014223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 613 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6784 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 267 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142225.000000 Penalty: 31505.738281
Iteration 216Q: 58 clusters Score -1.014222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 800 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 613 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6784 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 268 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1358 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142225.000000 Penalty: 31505.738281
Iteration 217Q: 58 clusters Score -1.014222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 613 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6781 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 269 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1360 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142213.000000 Penalty: 31505.738281
Iteration 218Q: 58 clusters Score -1.014221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 797 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 613 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6780 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 271 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1362 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142231.000000 Penalty: 31505.738281
Iteration 219Q: 58 clusters Score -1.014223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 612 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 234 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 613 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6778 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 273 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1365 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 425 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142233.000000 Penalty: 31505.738281
Iteration 220F: 58 clusters Score -1.014223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 612 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 793 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 234 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 613 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6779 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 275 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1365 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142235.000000 Penalty: 31505.738281
Iteration 221Q: 58 clusters Score -1.014224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 612 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 790 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 234 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 613 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6780 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 279 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1365 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142229.000000 Penalty: 31505.738281
Iteration 222Q: 58 clusters Score -1.014223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 234 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 613 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 280 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1367 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142239.000000 Penalty: 31505.738281
Iteration 223Q: 58 clusters Score -1.014224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 234 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 613 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6776 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 282 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1369 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142243.000000 Penalty: 31505.738281
Iteration 224Q: 58 clusters Score -1.014224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 785 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 613 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6773 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1370 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142243.000000 Penalty: 31505.738281
Iteration 225Q: 58 clusters Score -1.014224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 788 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 613 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6769 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1371 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142253.000000 Penalty: 31505.738281
Iteration 226Q: 58 clusters Score -1.014225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 792 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6765 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142263.000000 Penalty: 31505.738281
Iteration 227Q: 58 clusters Score -1.014226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6761 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142269.000000 Penalty: 31505.738281
Iteration 228Q: 58 clusters Score -1.014227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 797 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6760 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142265.000000 Penalty: 31505.738281
Iteration 229Q: 58 clusters Score -1.014226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6759 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142265.000000 Penalty: 31505.738281
Iteration 230Q: 58 clusters Score -1.014226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6758 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142265.000000 Penalty: 31505.738281
Iteration 231Q: 58 clusters Score -1.014226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6758 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10142265.000000 Penalty: 31505.738281
Iteration 232F: 58 clusters Score -1.014226e+07 nChanged 0
Entering ConstructFrom: 
Score: -10142265.000000 Penalty: 31505.738281
Entering ConstructFrom: 
Trying to split cluster 1 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -27186.253906 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -27186.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26669.712891 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -26669.71 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26849.279297 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -26849.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26910.484375 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -26910.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26962.234375 Penalty: 567.509644
	Iteration 3F: 3 clusters Score -26962.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26986.550781 Penalty: 567.509644
	Iteration 4Q: 3 clusters Score -26986.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27002.693359 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -27002.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27026.886719 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -27026.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27050.328125 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -27050.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27057.099609 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -27057.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27063.917969 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -27063.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27065.367188 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -27065.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27067.976562 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -27067.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27069.683594 Penalty: 567.509644
	Iteration 12Q: 3 clusters Score -27069.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27070.726562 Penalty: 567.509644
	Iteration 13Q: 3 clusters Score -27070.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27071.515625 Penalty: 567.509644
	Iteration 14Q: 3 clusters Score -27071.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27072.826172 Penalty: 567.509644
	Iteration 15Q: 3 clusters Score -27072.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27073.867188 Penalty: 567.509644
	Iteration 16Q: 3 clusters Score -27073.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27073.867188 Penalty: 567.509644
	Iteration 17F: 3 clusters Score -27073.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Entering Unmasked Estep 
Score: -5891647.500000 Penalty: 524.902100
	Iteration 0F: 2 clusters Score -5891648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -5827291.500000 Penalty: 1049.804199
	Iteration 0F: 3 clusters Score -5827292 nChanged 50034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -5859779.000000 Penalty: 1049.804199
	Iteration 1F: 3 clusters Score -5859779 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -5863780.000000 Penalty: 1049.804199
	Iteration 2F: 3 clusters Score -5863780 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -5869204.500000 Penalty: 1049.804199
	Iteration 3F: 3 clusters Score -5869204 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -5874562.500000 Penalty: 1049.804199
	Iteration 4F: 3 clusters Score -5874562 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -5879098.000000 Penalty: 1049.804199
	Iteration 5F: 3 clusters Score -5879098 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -5882007.000000 Penalty: 1049.804199
	Iteration 6Q: 3 clusters Score -5882007 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -5883435.500000 Penalty: 1049.804199
	Iteration 7Q: 3 clusters Score -5883436 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -5884213.500000 Penalty: 1049.804199
	Iteration 8Q: 3 clusters Score -5884214 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -5884663.000000 Penalty: 1049.804199
	Iteration 9Q: 3 clusters Score -5884663 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -5885139.000000 Penalty: 1049.804199
	Iteration 10Q: 3 clusters Score -5885139 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5885546.000000 Penalty: 1049.804199
	Iteration 11Q: 3 clusters Score -5885546 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90384 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -5885968.500000 Penalty: 1049.804199
	Iteration 12Q: 3 clusters Score -5885968 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91680 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -5886351.500000 Penalty: 1049.804199
	Iteration 13Q: 3 clusters Score -5886352 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92907 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -5886751.500000 Penalty: 1049.804199
	Iteration 14Q: 3 clusters Score -5886752 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -5887126.500000 Penalty: 1049.804199
	Iteration 15Q: 3 clusters Score -5887126 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -5887483.000000 Penalty: 1049.804199
	Iteration 16Q: 3 clusters Score -5887483 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95759 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -5887812.500000 Penalty: 1049.804199
	Iteration 17Q: 3 clusters Score -5887812 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96502 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -5888105.000000 Penalty: 1049.804199
	Iteration 18Q: 3 clusters Score -5888105 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97170 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -5888397.500000 Penalty: 1049.804199
	Iteration 19Q: 3 clusters Score -5888398 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97771 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -5888704.500000 Penalty: 1049.804199
	Iteration 20F: 3 clusters Score -5888704 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98248 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -5888990.000000 Penalty: 1049.804199
	Iteration 21Q: 3 clusters Score -5888990 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98638 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -5889242.500000 Penalty: 1049.804199
	Iteration 22Q: 3 clusters Score -5889242 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98989 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5889450.000000 Penalty: 1049.804199
	Iteration 23Q: 3 clusters Score -5889450 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99325 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -5889672.000000 Penalty: 1049.804199
	Iteration 24Q: 3 clusters Score -5889672 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5889850.000000 Penalty: 1049.804199
	Iteration 25Q: 3 clusters Score -5889850 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5890039.000000 Penalty: 1049.804199
	Iteration 26Q: 3 clusters Score -5890039 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5890153.000000 Penalty: 1049.804199
	Iteration 27Q: 3 clusters Score -5890153 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100294 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5890267.500000 Penalty: 1049.804199
	Iteration 28Q: 3 clusters Score -5890268 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100459 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5890371.000000 Penalty: 1049.804199
	Iteration 29Q: 3 clusters Score -5890371 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100602 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5890440.500000 Penalty: 1049.804199
	Iteration 30Q: 3 clusters Score -5890440 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100725 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5890517.500000 Penalty: 1049.804199
	Iteration 31Q: 3 clusters Score -5890518 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100813 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5890551.000000 Penalty: 1049.804199
	Iteration 32Q: 3 clusters Score -5890551 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5890583.000000 Penalty: 1049.804199
	Iteration 33Q: 3 clusters Score -5890583 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5890644.500000 Penalty: 1049.804199
	Iteration 34Q: 3 clusters Score -5890644 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101037 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5890684.000000 Penalty: 1049.804199
	Iteration 35Q: 3 clusters Score -5890684 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101107 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5890730.500000 Penalty: 1049.804199
	Iteration 36Q: 3 clusters Score -5890730 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5890746.500000 Penalty: 1049.804199
	Iteration 37Q: 3 clusters Score -5890746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5890778.500000 Penalty: 1049.804199
	Iteration 38Q: 3 clusters Score -5890778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101277 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5890788.000000 Penalty: 1049.804199
	Iteration 39Q: 3 clusters Score -5890788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5890801.000000 Penalty: 1049.804199
	Iteration 40F: 3 clusters Score -5890801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101348 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5890833.500000 Penalty: 1049.804199
	Iteration 41Q: 3 clusters Score -5890834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101379 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5890855.000000 Penalty: 1049.804199
	Iteration 42Q: 3 clusters Score -5890855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101398 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5890865.500000 Penalty: 1049.804199
	Iteration 43Q: 3 clusters Score -5890866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5890887.000000 Penalty: 1049.804199
	Iteration 44Q: 3 clusters Score -5890887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5890893.000000 Penalty: 1049.804199
	Iteration 45Q: 3 clusters Score -5890893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101463 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5890910.500000 Penalty: 1049.804199
	Iteration 46Q: 3 clusters Score -5890910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101478 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5890914.000000 Penalty: 1049.804199
	Iteration 47Q: 3 clusters Score -5890914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101489 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5890926.500000 Penalty: 1049.804199
	Iteration 48Q: 3 clusters Score -5890926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101500 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5890930.500000 Penalty: 1049.804199
	Iteration 49Q: 3 clusters Score -5890930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101515 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5890935.500000 Penalty: 1049.804199
	Iteration 50Q: 3 clusters Score -5890936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101536 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5890936.000000 Penalty: 1049.804199
	Iteration 51Q: 3 clusters Score -5890936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101551 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5890948.000000 Penalty: 1049.804199
	Iteration 52Q: 3 clusters Score -5890948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101565 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5890958.000000 Penalty: 1049.804199
	Iteration 53Q: 3 clusters Score -5890958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101576 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5890964.000000 Penalty: 1049.804199
	Iteration 54Q: 3 clusters Score -5890964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101591 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5890969.500000 Penalty: 1049.804199
	Iteration 55Q: 3 clusters Score -5890970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5890975.500000 Penalty: 1049.804199
	Iteration 56Q: 3 clusters Score -5890976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101622 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5890996.000000 Penalty: 1049.804199
	Iteration 57Q: 3 clusters Score -5890996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5890992.000000 Penalty: 1049.804199
	Iteration 58Q: 3 clusters Score -5890992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5891004.500000 Penalty: 1049.804199
	Iteration 59Q: 3 clusters Score -5891004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101651 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5891003.500000 Penalty: 1049.804199
	Iteration 60F: 3 clusters Score -5891004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101651 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5890998.500000 Penalty: 1049.804199
	Iteration 61Q: 3 clusters Score -5890998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101650 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5890998.500000 Penalty: 1049.804199
	Iteration 62Q: 3 clusters Score -5890998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101651 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5890996.000000 Penalty: 1049.804199
	Iteration 63Q: 3 clusters Score -5890996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101651 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5891001.500000 Penalty: 1049.804199
	Iteration 64Q: 3 clusters Score -5891002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101654 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5891004.000000 Penalty: 1049.804199
	Iteration 65Q: 3 clusters Score -5891004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101658 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5891010.500000 Penalty: 1049.804199
	Iteration 66Q: 3 clusters Score -5891010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101659 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5891013.000000 Penalty: 1049.804199
	Iteration 67Q: 3 clusters Score -5891013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5891012.000000 Penalty: 1049.804199
	Iteration 68Q: 3 clusters Score -5891012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5891013.500000 Penalty: 1049.804199
	Iteration 69Q: 3 clusters Score -5891014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5891016.500000 Penalty: 1049.804199
	Iteration 70Q: 3 clusters Score -5891016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5891012.000000 Penalty: 1049.804199
	Iteration 71Q: 3 clusters Score -5891012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101665 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5891019.000000 Penalty: 1049.804199
	Iteration 72Q: 3 clusters Score -5891019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5891016.500000 Penalty: 1049.804199
	Iteration 73Q: 3 clusters Score -5891016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5891016.500000 Penalty: 1049.804199
	Iteration 74F: 3 clusters Score -5891016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -6293.553223 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6293.553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6051.472168 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6051.472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6095.341797 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6095.342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6119.075195 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -6119.075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6134.171387 Penalty: 444.334991
	Iteration 3F: 3 clusters Score -6134.171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6150.459473 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -6150.459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6157.839844 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -6157.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6158.400391 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -6158.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6158.400391 Penalty: 444.334991
	Iteration 7F: 3 clusters Score -6158.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -5159.882812 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -5159.883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4967.282715 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -4967.283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5023.366211 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -5023.366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5035.899902 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -5035.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -30475.718750 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -30475.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -29883.648438 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -29883.65 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -30068.148438 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -30068.15 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -30144.773438 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -30144.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -30184.255859 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -30184.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -30217.634766 Penalty: 590.517639
	Iteration 4F: 3 clusters Score -30217.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -30234.705078 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -30234.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -30245.582031 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -30245.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -30257.994141 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -30257.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -30265.142578 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -30265.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -30267.830078 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -30267.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -30269.248047 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -30269.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -30270.246094 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -30270.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -30271.029297 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -30271.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -30273.417969 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -30273.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -30274.181641 Penalty: 590.517639
	Iteration 14Q: 3 clusters Score -30274.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -30275.365234 Penalty: 590.517639
	Iteration 15Q: 3 clusters Score -30275.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -30276.746094 Penalty: 590.517639
	Iteration 16Q: 3 clusters Score -30276.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -30278.093750 Penalty: 590.517639
	Iteration 17Q: 3 clusters Score -30278.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -30278.093750 Penalty: 590.517639
	Iteration 18F: 3 clusters Score -30278.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -18053.437500 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -18053.44 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 155 members 
Entering Unmasked Estep 
Score: -17750.197266 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -17750.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18147.048828 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -18147.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18242.589844 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -18242.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18272.664062 Penalty: 535.887878
	Iteration 3Q: 3 clusters Score -18272.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18296.197266 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -18296.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18310.556641 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -18310.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18313.759766 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -18313.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18315.464844 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -18315.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18320.402344 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -18320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18320.402344 Penalty: 535.887878
	Iteration 9F: 3 clusters Score -18320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 155 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6758 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Mstep: Class 58 contains 206 members 
Entering Unmasked Estep 
Score: -10142247.000000 Penalty: 32058.470703
Splitting cluster 6 changes total score from -10142265.000000 to -10142247.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -183851.328125 Penalty: 366.480774
	Iteration 0F: 2 clusters Score -183851.3 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 1582 members 
Entering Unmasked Estep 
Score: -181661.234375 Penalty: 732.961548
	Iteration 0F: 3 clusters Score -181661.2 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -182453.906250 Penalty: 732.961548
	Iteration 1F: 3 clusters Score -182453.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -182550.875000 Penalty: 732.961548
	Iteration 2F: 3 clusters Score -182550.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -182633.203125 Penalty: 732.961548
	Iteration 3F: 3 clusters Score -182633.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -182733.921875 Penalty: 732.961548
	Iteration 4Q: 3 clusters Score -182733.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -182878.656250 Penalty: 732.961548
	Iteration 5F: 3 clusters Score -182878.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -183057.515625 Penalty: 732.961548
	Iteration 6F: 3 clusters Score -183057.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -183214.765625 Penalty: 732.961548
	Iteration 7F: 3 clusters Score -183214.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -183317.609375 Penalty: 732.961548
	Iteration 8Q: 3 clusters Score -183317.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -183372.734375 Penalty: 732.961548
	Iteration 9Q: 3 clusters Score -183372.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -183400.468750 Penalty: 732.961548
	Iteration 10Q: 3 clusters Score -183400.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -183416.000000 Penalty: 732.961548
	Iteration 11Q: 3 clusters Score -183416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -183421.546875 Penalty: 732.961548
	Iteration 12Q: 3 clusters Score -183421.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -183428.781250 Penalty: 732.961548
	Iteration 13Q: 3 clusters Score -183428.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -183435.781250 Penalty: 732.961548
	Iteration 14Q: 3 clusters Score -183435.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -183440.796875 Penalty: 732.961548
	Iteration 15Q: 3 clusters Score -183440.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -183444.468750 Penalty: 732.961548
	Iteration 16Q: 3 clusters Score -183444.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -183450.171875 Penalty: 732.961548
	Iteration 17Q: 3 clusters Score -183450.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -183455.656250 Penalty: 732.961548
	Iteration 18Q: 3 clusters Score -183455.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -183461.281250 Penalty: 732.961548
	Iteration 19Q: 3 clusters Score -183461.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -183467.515625 Penalty: 732.961548
	Iteration 20F: 3 clusters Score -183467.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -183473.968750 Penalty: 732.961548
	Iteration 21Q: 3 clusters Score -183474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -183478.000000 Penalty: 732.961548
	Iteration 22Q: 3 clusters Score -183478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -183479.781250 Penalty: 732.961548
	Iteration 23Q: 3 clusters Score -183479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -183481.937500 Penalty: 732.961548
	Iteration 24Q: 3 clusters Score -183481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -183482.421875 Penalty: 732.961548
	Iteration 25Q: 3 clusters Score -183482.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -183482.406250 Penalty: 732.961548
	Iteration 26Q: 3 clusters Score -183482.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -183482.937500 Penalty: 732.961548
	Iteration 27Q: 3 clusters Score -183482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -183483.000000 Penalty: 732.961548
	Iteration 28Q: 3 clusters Score -183483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -183484.078125 Penalty: 732.961548
	Iteration 29Q: 3 clusters Score -183484.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -183484.781250 Penalty: 732.961548
	Iteration 30Q: 3 clusters Score -183484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -183485.765625 Penalty: 732.961548
	Iteration 31Q: 3 clusters Score -183485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -183486.234375 Penalty: 732.961548
	Iteration 32Q: 3 clusters Score -183486.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -183487.218750 Penalty: 732.961548
	Iteration 33Q: 3 clusters Score -183487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -183487.265625 Penalty: 732.961548
	Iteration 34Q: 3 clusters Score -183487.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -183487.812500 Penalty: 732.961548
	Iteration 35Q: 3 clusters Score -183487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -183487.812500 Penalty: 732.961548
	Iteration 36F: 3 clusters Score -183487.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -49590.832031 Penalty: 311.584229
	Iteration 0F: 2 clusters Score -49590.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -48792.484375 Penalty: 623.168457
	Iteration 0F: 3 clusters Score -48792.48 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49022.121094 Penalty: 623.168457
	Iteration 1F: 3 clusters Score -49022.12 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -49090.640625 Penalty: 623.168457
	Iteration 2F: 3 clusters Score -49090.64 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49152.644531 Penalty: 623.168457
	Iteration 3F: 3 clusters Score -49152.64 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49194.742188 Penalty: 623.168457
	Iteration 4Q: 3 clusters Score -49194.74 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49229.988281 Penalty: 623.168457
	Iteration 5F: 3 clusters Score -49229.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -49270.242188 Penalty: 623.168457
	Iteration 6Q: 3 clusters Score -49270.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49302.804688 Penalty: 623.168457
	Iteration 7Q: 3 clusters Score -49302.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49351.687500 Penalty: 623.168457
	Iteration 8Q: 3 clusters Score -49351.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49393.183594 Penalty: 623.168457
	Iteration 9Q: 3 clusters Score -49393.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49428.421875 Penalty: 623.168457
	Iteration 10Q: 3 clusters Score -49428.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49443.339844 Penalty: 623.168457
	Iteration 11Q: 3 clusters Score -49443.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49450.156250 Penalty: 623.168457
	Iteration 12Q: 3 clusters Score -49450.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49454.882812 Penalty: 623.168457
	Iteration 13Q: 3 clusters Score -49454.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49460.820312 Penalty: 623.168457
	Iteration 14Q: 3 clusters Score -49460.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49464.226562 Penalty: 623.168457
	Iteration 15Q: 3 clusters Score -49464.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49465.578125 Penalty: 623.168457
	Iteration 16Q: 3 clusters Score -49465.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49466.828125 Penalty: 623.168457
	Iteration 17Q: 3 clusters Score -49466.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49469.000000 Penalty: 623.168457
	Iteration 18Q: 3 clusters Score -49469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49472.390625 Penalty: 623.168457
	Iteration 19Q: 3 clusters Score -49472.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49474.386719 Penalty: 623.168457
	Iteration 20F: 3 clusters Score -49474.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49476.230469 Penalty: 623.168457
	Iteration 21Q: 3 clusters Score -49476.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49478.394531 Penalty: 623.168457
	Iteration 22Q: 3 clusters Score -49478.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49481.773438 Penalty: 623.168457
	Iteration 23Q: 3 clusters Score -49481.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49485.027344 Penalty: 623.168457
	Iteration 24Q: 3 clusters Score -49485.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49487.425781 Penalty: 623.168457
	Iteration 25Q: 3 clusters Score -49487.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49490.257812 Penalty: 623.168457
	Iteration 26Q: 3 clusters Score -49490.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49493.031250 Penalty: 623.168457
	Iteration 27Q: 3 clusters Score -49493.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49494.312500 Penalty: 623.168457
	Iteration 28Q: 3 clusters Score -49494.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49495.945312 Penalty: 623.168457
	Iteration 29Q: 3 clusters Score -49495.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49496.539062 Penalty: 623.168457
	Iteration 30Q: 3 clusters Score -49496.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49496.964844 Penalty: 623.168457
	Iteration 31Q: 3 clusters Score -49496.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -49497.417969 Penalty: 623.168457
	Iteration 32Q: 3 clusters Score -49497.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49497.656250 Penalty: 623.168457
	Iteration 33Q: 3 clusters Score -49497.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49497.656250 Penalty: 623.168457
	Iteration 34F: 3 clusters Score -49497.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -9563.724609 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -9563.725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9264.900391 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -9264.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9329.423828 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -9329.424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9345.460938 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -9345.461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9353.224609 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -9353.225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9356.860352 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -9356.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9356.860352 Penalty: 478.904785
	Iteration 5F: 3 clusters Score -9356.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -10034.144531 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -10034.14 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 126 members 
Entering Unmasked Estep 
Score: -9736.472656 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -9736.473 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9832.219727 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -9832.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9863.927734 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -9863.928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9875.087891 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -9875.088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9876.084961 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -9876.085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9876.541992 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -9876.542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9876.541992 Penalty: 494.070465
	Iteration 6F: 3 clusters Score -9876.542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -11630.605469 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -11630.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11321.726562 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -11321.73 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11426.735352 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -11426.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11464.347656 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -11464.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11480.925781 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -11480.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11483.203125 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -11483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11484.350586 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -11484.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11485.089844 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -11485.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11485.089844 Penalty: 496.822296
	Iteration 7F: 3 clusters Score -11485.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -26629.656250 Penalty: 292.183807
	Iteration 0F: 2 clusters Score -26629.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26075.703125 Penalty: 584.367615
	Iteration 0F: 3 clusters Score -26075.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26374.703125 Penalty: 584.367615
	Iteration 1F: 3 clusters Score -26374.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26576.871094 Penalty: 584.367615
	Iteration 2F: 3 clusters Score -26576.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26651.277344 Penalty: 584.367615
	Iteration 3F: 3 clusters Score -26651.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26688.339844 Penalty: 584.367615
	Iteration 4Q: 3 clusters Score -26688.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26706.179688 Penalty: 584.367615
	Iteration 5Q: 3 clusters Score -26706.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26718.806641 Penalty: 584.367615
	Iteration 6Q: 3 clusters Score -26718.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26722.480469 Penalty: 584.367615
	Iteration 7Q: 3 clusters Score -26722.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26726.501953 Penalty: 584.367615
	Iteration 8Q: 3 clusters Score -26726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26727.695312 Penalty: 584.367615
	Iteration 9Q: 3 clusters Score -26727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26732.507812 Penalty: 584.367615
	Iteration 10Q: 3 clusters Score -26732.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26733.787109 Penalty: 584.367615
	Iteration 11Q: 3 clusters Score -26733.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26734.515625 Penalty: 584.367615
	Iteration 12Q: 3 clusters Score -26734.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26734.515625 Penalty: 584.367615
	Iteration 13F: 3 clusters Score -26734.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6758 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Mstep: Class 58 contains 205 members 
Entering Unmasked Estep 
Score: -10142099.000000 Penalty: 32058.470703
Splitting cluster 12 changes total score from -10142265.000000 to -10142099.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -29795.140625 Penalty: 290.295593
	Iteration 0F: 2 clusters Score -29795.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29243.341797 Penalty: 580.591187
	Iteration 0F: 3 clusters Score -29243.34 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29532.107422 Penalty: 580.591187
	Iteration 1F: 3 clusters Score -29532.11 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29646.843750 Penalty: 580.591187
	Iteration 2F: 3 clusters Score -29646.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29698.021484 Penalty: 580.591187
	Iteration 3F: 3 clusters Score -29698.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29726.886719 Penalty: 580.591187
	Iteration 4Q: 3 clusters Score -29726.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29772.244141 Penalty: 580.591187
	Iteration 5Q: 3 clusters Score -29772.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -29797.212891 Penalty: 580.591187
	Iteration 6Q: 3 clusters Score -29797.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29822.646484 Penalty: 580.591187
	Iteration 7Q: 3 clusters Score -29822.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -29873.402344 Penalty: 580.591187
	Iteration 8Q: 3 clusters Score -29873.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -29900.154297 Penalty: 580.591187
	Iteration 9Q: 3 clusters Score -29900.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -29916.214844 Penalty: 580.591187
	Iteration 10Q: 3 clusters Score -29916.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -29923.412109 Penalty: 580.591187
	Iteration 11Q: 3 clusters Score -29923.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -29929.236328 Penalty: 580.591187
	Iteration 12Q: 3 clusters Score -29929.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -29931.494141 Penalty: 580.591187
	Iteration 13Q: 3 clusters Score -29931.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -29932.306641 Penalty: 580.591187
	Iteration 14Q: 3 clusters Score -29932.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -29934.619141 Penalty: 580.591187
	Iteration 15Q: 3 clusters Score -29934.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -29935.074219 Penalty: 580.591187
	Iteration 16Q: 3 clusters Score -29935.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -29935.074219 Penalty: 580.591187
	Iteration 17F: 3 clusters Score -29935.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 202 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6758 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Mstep: Class 58 contains 388 members 
Entering Unmasked Estep 
Score: -10142147.000000 Penalty: 32058.470703
Splitting cluster 13 changes total score from -10142265.000000 to -10142147.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -72831.765625 Penalty: 329.644836
	Iteration 0F: 2 clusters Score -72831.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -71765.867188 Penalty: 659.289673
	Iteration 0F: 3 clusters Score -71765.87 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -72148.898438 Penalty: 659.289673
	Iteration 1F: 3 clusters Score -72148.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -72216.656250 Penalty: 659.289673
	Iteration 2F: 3 clusters Score -72216.66 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -72254.351562 Penalty: 659.289673
	Iteration 3Q: 3 clusters Score -72254.35 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -72289.984375 Penalty: 659.289673
	Iteration 4Q: 3 clusters Score -72289.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -72318.234375 Penalty: 659.289673
	Iteration 5Q: 3 clusters Score -72318.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -72341.125000 Penalty: 659.289673
	Iteration 6Q: 3 clusters Score -72341.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -72356.796875 Penalty: 659.289673
	Iteration 7Q: 3 clusters Score -72356.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -72373.609375 Penalty: 659.289673
	Iteration 8Q: 3 clusters Score -72373.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -72389.476562 Penalty: 659.289673
	Iteration 9Q: 3 clusters Score -72389.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -72411.578125 Penalty: 659.289673
	Iteration 10Q: 3 clusters Score -72411.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -72425.382812 Penalty: 659.289673
	Iteration 11Q: 3 clusters Score -72425.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -72434.218750 Penalty: 659.289673
	Iteration 12Q: 3 clusters Score -72434.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -72439.960938 Penalty: 659.289673
	Iteration 13Q: 3 clusters Score -72439.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -72446.257812 Penalty: 659.289673
	Iteration 14Q: 3 clusters Score -72446.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -72451.101562 Penalty: 659.289673
	Iteration 15Q: 3 clusters Score -72451.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -72453.796875 Penalty: 659.289673
	Iteration 16Q: 3 clusters Score -72453.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -72455.890625 Penalty: 659.289673
	Iteration 17Q: 3 clusters Score -72455.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -72456.554688 Penalty: 659.289673
	Iteration 18Q: 3 clusters Score -72456.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -72457.789062 Penalty: 659.289673
	Iteration 19Q: 3 clusters Score -72457.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -72459.742188 Penalty: 659.289673
	Iteration 20F: 3 clusters Score -72459.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -72463.406250 Penalty: 659.289673
	Iteration 21Q: 3 clusters Score -72463.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -72464.976562 Penalty: 659.289673
	Iteration 22Q: 3 clusters Score -72464.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -72466.695312 Penalty: 659.289673
	Iteration 23Q: 3 clusters Score -72466.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -72469.195312 Penalty: 659.289673
	Iteration 24Q: 3 clusters Score -72469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -72470.023438 Penalty: 659.289673
	Iteration 25Q: 3 clusters Score -72470.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -72470.906250 Penalty: 659.289673
	Iteration 26Q: 3 clusters Score -72470.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -72471.781250 Penalty: 659.289673
	Iteration 27Q: 3 clusters Score -72471.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -72471.945312 Penalty: 659.289673
	Iteration 28Q: 3 clusters Score -72471.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -72471.945312 Penalty: 659.289673
	Iteration 29F: 3 clusters Score -72471.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -6755.244629 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -6755.245 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 67 members 
Entering Unmasked Estep 
Score: -6531.452637 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -6531.453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6643.140137 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -6643.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6663.651367 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -6663.651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6666.548828 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -6666.549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6666.548828 Penalty: 453.508209
	Iteration 4F: 3 clusters Score -6666.549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -9595.938477 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -9595.938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9312.396484 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -9312.396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9366.025391 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -9366.025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9377.368164 Penalty: 480.308441
	Iteration 2Q: 3 clusters Score -9377.368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9385.648438 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -9385.648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9391.744141 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -9391.744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9396.233398 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -9396.233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9396.233398 Penalty: 480.308441
	Iteration 6F: 3 clusters Score -9396.233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -63025.648438 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -63025.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -62078.871094 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -62078.87 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -62369.707031 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -62369.71 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -62446.062500 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -62446.06 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -62484.214844 Penalty: 644.588318
	Iteration 3F: 3 clusters Score -62484.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -62505.011719 Penalty: 644.588318
	Iteration 4Q: 3 clusters Score -62505.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -62525.417969 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -62525.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -62540.121094 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -62540.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -62549.875000 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -62549.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -62559.289062 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -62559.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -62576.722656 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -62576.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -62604.027344 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -62604.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -62630.671875 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -62630.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -62654.500000 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -62654.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -62673.246094 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -62673.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -62685.320312 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -62685.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -62693.722656 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -62693.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -62710.683594 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -62710.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -62722.328125 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -62722.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -62732.546875 Penalty: 644.588318
	Iteration 18Q: 3 clusters Score -62732.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -62745.593750 Penalty: 644.588318
	Iteration 19Q: 3 clusters Score -62745.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -62755.285156 Penalty: 644.588318
	Iteration 20F: 3 clusters Score -62755.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -62758.070312 Penalty: 644.588318
	Iteration 21Q: 3 clusters Score -62758.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -62762.625000 Penalty: 644.588318
	Iteration 22Q: 3 clusters Score -62762.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -62768.085938 Penalty: 644.588318
	Iteration 23Q: 3 clusters Score -62768.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -62773.796875 Penalty: 644.588318
	Iteration 24Q: 3 clusters Score -62773.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -62782.171875 Penalty: 644.588318
	Iteration 25Q: 3 clusters Score -62782.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -62791.582031 Penalty: 644.588318
	Iteration 26Q: 3 clusters Score -62791.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -62799.695312 Penalty: 644.588318
	Iteration 27Q: 3 clusters Score -62799.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -62806.738281 Penalty: 644.588318
	Iteration 28Q: 3 clusters Score -62806.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -62823.824219 Penalty: 644.588318
	Iteration 29Q: 3 clusters Score -62823.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -62837.925781 Penalty: 644.588318
	Iteration 30Q: 3 clusters Score -62837.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -62851.953125 Penalty: 644.588318
	Iteration 31Q: 3 clusters Score -62851.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -62879.000000 Penalty: 644.588318
	Iteration 32Q: 3 clusters Score -62879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -62891.289062 Penalty: 644.588318
	Iteration 33Q: 3 clusters Score -62891.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -62898.027344 Penalty: 644.588318
	Iteration 34Q: 3 clusters Score -62898.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -62901.144531 Penalty: 644.588318
	Iteration 35Q: 3 clusters Score -62901.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -62903.625000 Penalty: 644.588318
	Iteration 36Q: 3 clusters Score -62903.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -62905.320312 Penalty: 644.588318
	Iteration 37Q: 3 clusters Score -62905.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -62905.671875 Penalty: 644.588318
	Iteration 38Q: 3 clusters Score -62905.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -62905.828125 Penalty: 644.588318
	Iteration 39Q: 3 clusters Score -62905.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -62906.027344 Penalty: 644.588318
	Iteration 40F: 3 clusters Score -62906.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -62906.132812 Penalty: 644.588318
	Iteration 41Q: 3 clusters Score -62906.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -62906.375000 Penalty: 644.588318
	Iteration 42Q: 3 clusters Score -62906.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -62906.488281 Penalty: 644.588318
	Iteration 43Q: 3 clusters Score -62906.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -62906.488281 Penalty: 644.588318
	Iteration 44F: 3 clusters Score -62906.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -12358.364258 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -12358.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11973.746094 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -11973.75 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12149.734375 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -12149.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12236.364258 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -12236.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12283.416016 Penalty: 537.139648
	Iteration 3F: 3 clusters Score -12283.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12311.612305 Penalty: 537.139648
	Iteration 4F: 3 clusters Score -12311.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12320.819336 Penalty: 537.139648
	Iteration 5Q: 3 clusters Score -12320.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12322.182617 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -12322.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12323.557617 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -12323.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12324.061523 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -12324.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12324.061523 Penalty: 537.139648
	Iteration 9F: 3 clusters Score -12324.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -34715.820312 Penalty: 295.189636
	Iteration 0F: 2 clusters Score -34715.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -34133.835938 Penalty: 590.379272
	Iteration 0F: 3 clusters Score -34133.84 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34464.703125 Penalty: 590.379272
	Iteration 1F: 3 clusters Score -34464.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34559.972656 Penalty: 590.379272
	Iteration 2F: 3 clusters Score -34559.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34597.511719 Penalty: 590.379272
	Iteration 3Q: 3 clusters Score -34597.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -34636.804688 Penalty: 590.379272
	Iteration 4Q: 3 clusters Score -34636.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34655.671875 Penalty: 590.379272
	Iteration 5Q: 3 clusters Score -34655.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34666.683594 Penalty: 590.379272
	Iteration 6Q: 3 clusters Score -34666.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34671.718750 Penalty: 590.379272
	Iteration 7Q: 3 clusters Score -34671.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34676.109375 Penalty: 590.379272
	Iteration 8Q: 3 clusters Score -34676.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34680.636719 Penalty: 590.379272
	Iteration 9Q: 3 clusters Score -34680.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34680.789062 Penalty: 590.379272
	Iteration 10Q: 3 clusters Score -34680.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34680.789062 Penalty: 590.379272
	Iteration 11F: 3 clusters Score -34680.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Entering Unmasked Estep 
Score: -1989156.250000 Penalty: 478.721191
	Iteration 0F: 2 clusters Score -1989156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1964427.750000 Penalty: 957.442383
	Iteration 0F: 3 clusters Score -1964428 nChanged 17807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1975684.750000 Penalty: 957.442383
	Iteration 1F: 3 clusters Score -1975685 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1976874.500000 Penalty: 957.442383
	Iteration 2F: 3 clusters Score -1976874 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1978470.875000 Penalty: 957.442383
	Iteration 3F: 3 clusters Score -1978471 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1980523.750000 Penalty: 957.442383
	Iteration 4F: 3 clusters Score -1980524 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1982624.250000 Penalty: 957.442383
	Iteration 5F: 3 clusters Score -1982624 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1984065.375000 Penalty: 957.442383
	Iteration 6Q: 3 clusters Score -1984065 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1984803.500000 Penalty: 957.442383
	Iteration 7Q: 3 clusters Score -1984804 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1985276.500000 Penalty: 957.442383
	Iteration 8Q: 3 clusters Score -1985276 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1985675.125000 Penalty: 957.442383
	Iteration 9Q: 3 clusters Score -1985675 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1986063.375000 Penalty: 957.442383
	Iteration 10Q: 3 clusters Score -1986063 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1986438.000000 Penalty: 957.442383
	Iteration 11Q: 3 clusters Score -1986438 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1986803.125000 Penalty: 957.442383
	Iteration 12Q: 3 clusters Score -1986803 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1987137.625000 Penalty: 957.442383
	Iteration 13Q: 3 clusters Score -1987138 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1987428.875000 Penalty: 957.442383
	Iteration 14Q: 3 clusters Score -1987429 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1987683.250000 Penalty: 957.442383
	Iteration 15Q: 3 clusters Score -1987683 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1987903.625000 Penalty: 957.442383
	Iteration 16Q: 3 clusters Score -1987904 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1988101.875000 Penalty: 957.442383
	Iteration 17Q: 3 clusters Score -1988102 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1988275.750000 Penalty: 957.442383
	Iteration 18Q: 3 clusters Score -1988276 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1988420.750000 Penalty: 957.442383
	Iteration 19Q: 3 clusters Score -1988421 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1988543.625000 Penalty: 957.442383
	Iteration 20F: 3 clusters Score -1988544 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1988622.875000 Penalty: 957.442383
	Iteration 21Q: 3 clusters Score -1988623 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1988682.625000 Penalty: 957.442383
	Iteration 22Q: 3 clusters Score -1988683 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1988732.125000 Penalty: 957.442383
	Iteration 23Q: 3 clusters Score -1988732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1988759.125000 Penalty: 957.442383
	Iteration 24Q: 3 clusters Score -1988759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1988789.250000 Penalty: 957.442383
	Iteration 25Q: 3 clusters Score -1988789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1988812.000000 Penalty: 957.442383
	Iteration 26Q: 3 clusters Score -1988812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1988833.375000 Penalty: 957.442383
	Iteration 27Q: 3 clusters Score -1988833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1988848.750000 Penalty: 957.442383
	Iteration 28Q: 3 clusters Score -1988849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1988854.625000 Penalty: 957.442383
	Iteration 29Q: 3 clusters Score -1988855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1988858.375000 Penalty: 957.442383
	Iteration 30Q: 3 clusters Score -1988858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1988863.250000 Penalty: 957.442383
	Iteration 31Q: 3 clusters Score -1988863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1988866.125000 Penalty: 957.442383
	Iteration 32Q: 3 clusters Score -1988866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1988869.375000 Penalty: 957.442383
	Iteration 33Q: 3 clusters Score -1988869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1988870.875000 Penalty: 957.442383
	Iteration 34Q: 3 clusters Score -1988871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1988877.625000 Penalty: 957.442383
	Iteration 35Q: 3 clusters Score -1988878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1988879.375000 Penalty: 957.442383
	Iteration 36Q: 3 clusters Score -1988879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1988882.000000 Penalty: 957.442383
	Iteration 37Q: 3 clusters Score -1988882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1988882.500000 Penalty: 957.442383
	Iteration 38Q: 3 clusters Score -1988882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1988882.500000 Penalty: 957.442383
	Iteration 39Q: 3 clusters Score -1988882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1988884.500000 Penalty: 957.442383
	Iteration 40F: 3 clusters Score -1988884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1988885.750000 Penalty: 957.442383
	Iteration 41Q: 3 clusters Score -1988886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1988891.500000 Penalty: 957.442383
	Iteration 42Q: 3 clusters Score -1988892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1988890.000000 Penalty: 957.442383
	Iteration 43Q: 3 clusters Score -1988890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1988891.250000 Penalty: 957.442383
	Iteration 44Q: 3 clusters Score -1988891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1988891.375000 Penalty: 957.442383
	Iteration 45Q: 3 clusters Score -1988891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1988890.500000 Penalty: 957.442383
	Iteration 46Q: 3 clusters Score -1988890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1988890.500000 Penalty: 957.442383
	Iteration 47F: 3 clusters Score -1988890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -4889.495605 Penalty: 215.497025
	Iteration 0F: 2 clusters Score -4889.496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4695.344238 Penalty: 430.994049
	Iteration 0F: 3 clusters Score -4695.344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4762.970703 Penalty: 430.994049
	Iteration 1F: 3 clusters Score -4762.971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4772.094727 Penalty: 430.994049
	Iteration 2F: 3 clusters Score -4772.095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4773.146973 Penalty: 430.994049
	Iteration 3Q: 3 clusters Score -4773.147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4774.248535 Penalty: 430.994049
	Iteration 4Q: 3 clusters Score -4774.249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4774.843262 Penalty: 430.994049
	Iteration 5Q: 3 clusters Score -4774.843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4774.843262 Penalty: 430.994049
	Iteration 6F: 3 clusters Score -4774.843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -9711.482422 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -9711.482 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 86 members 
Entering Unmasked Estep 
Score: -9466.392578 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -9466.393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9632.433594 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -9632.434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9667.083008 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -9667.083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9686.828125 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -9686.828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9703.659180 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -9703.659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9709.985352 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -9709.985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9712.836914 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -9712.837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9723.880859 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -9723.881 nChanged 3
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: -9734.064453 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -9734.064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9736.463867 Penalty: 476.998962
	Iteration 9Q: 3 clusters Score -9736.464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9745.835938 Penalty: 476.998962
	Iteration 10Q: 3 clusters Score -9745.836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9748.762695 Penalty: 476.998962
	Iteration 11Q: 3 clusters Score -9748.763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9752.700195 Penalty: 476.998962
	Iteration 12Q: 3 clusters Score -9752.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9752.700195 Penalty: 476.998962
	Iteration 13F: 3 clusters Score -9752.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 69 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6758 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Mstep: Class 58 contains 120 members 
Entering Unmasked Estep 
Score: -10141997.000000 Penalty: 32058.470703
Splitting cluster 22 changes total score from -10142265.000000 to -10141997.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -3702.372559 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -3702.373 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 103 members 
Entering Unmasked Estep 
Score: -3441.488281 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -3441.488 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -3545.302979 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -3545.303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -3554.301270 Penalty: 484.836731
	Iteration 2Q: 3 clusters Score -3554.301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -3565.075195 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -3565.075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -3588.307617 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -3588.308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -3591.383545 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -3591.384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -3593.543213 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -3593.543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3593.703125 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -3593.703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -3594.088379 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -3594.088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3596.513428 Penalty: 484.836731
	Iteration 9Q: 3 clusters Score -3596.513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -3602.326416 Penalty: 484.836731
	Iteration 10Q: 3 clusters Score -3602.326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3603.130615 Penalty: 484.836731
	Iteration 11Q: 3 clusters Score -3603.131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3604.235107 Penalty: 484.836731
	Iteration 12Q: 3 clusters Score -3604.235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3604.727295 Penalty: 484.836731
	Iteration 13Q: 3 clusters Score -3604.727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3604.727295 Penalty: 484.836731
	Iteration 14F: 3 clusters Score -3604.727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -157716.125000 Penalty: 365.011963
	Iteration 0F: 2 clusters Score -157716.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -155621.078125 Penalty: 730.023926
	Iteration 0F: 3 clusters Score -155621.1 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -156372.953125 Penalty: 730.023926
	Iteration 1F: 3 clusters Score -156373 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -156461.968750 Penalty: 730.023926
	Iteration 2F: 3 clusters Score -156462 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -156553.046875 Penalty: 730.023926
	Iteration 3F: 3 clusters Score -156553 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -156638.750000 Penalty: 730.023926
	Iteration 4F: 3 clusters Score -156638.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -156716.203125 Penalty: 730.023926
	Iteration 5Q: 3 clusters Score -156716.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -156804.812500 Penalty: 730.023926
	Iteration 6Q: 3 clusters Score -156804.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -156874.421875 Penalty: 730.023926
	Iteration 7Q: 3 clusters Score -156874.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -156929.546875 Penalty: 730.023926
	Iteration 8Q: 3 clusters Score -156929.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -156993.109375 Penalty: 730.023926
	Iteration 9Q: 3 clusters Score -156993.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -157043.953125 Penalty: 730.023926
	Iteration 10Q: 3 clusters Score -157044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -157084.140625 Penalty: 730.023926
	Iteration 11Q: 3 clusters Score -157084.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -157112.718750 Penalty: 730.023926
	Iteration 12Q: 3 clusters Score -157112.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -157129.671875 Penalty: 730.023926
	Iteration 13Q: 3 clusters Score -157129.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -157143.468750 Penalty: 730.023926
	Iteration 14Q: 3 clusters Score -157143.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -157153.906250 Penalty: 730.023926
	Iteration 15Q: 3 clusters Score -157153.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -157161.187500 Penalty: 730.023926
	Iteration 16Q: 3 clusters Score -157161.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -157167.921875 Penalty: 730.023926
	Iteration 17Q: 3 clusters Score -157167.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -157176.312500 Penalty: 730.023926
	Iteration 18Q: 3 clusters Score -157176.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -157182.312500 Penalty: 730.023926
	Iteration 19Q: 3 clusters Score -157182.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -157187.203125 Penalty: 730.023926
	Iteration 20F: 3 clusters Score -157187.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -157193.796875 Penalty: 730.023926
	Iteration 21Q: 3 clusters Score -157193.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -157196.609375 Penalty: 730.023926
	Iteration 22Q: 3 clusters Score -157196.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -157199.343750 Penalty: 730.023926
	Iteration 23Q: 3 clusters Score -157199.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -157204.531250 Penalty: 730.023926
	Iteration 24Q: 3 clusters Score -157204.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -157210.093750 Penalty: 730.023926
	Iteration 25Q: 3 clusters Score -157210.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -157214.437500 Penalty: 730.023926
	Iteration 26Q: 3 clusters Score -157214.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -157220.843750 Penalty: 730.023926
	Iteration 27Q: 3 clusters Score -157220.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -157228.343750 Penalty: 730.023926
	Iteration 28Q: 3 clusters Score -157228.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -157232.718750 Penalty: 730.023926
	Iteration 29Q: 3 clusters Score -157232.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -157234.609375 Penalty: 730.023926
	Iteration 30Q: 3 clusters Score -157234.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -157236.468750 Penalty: 730.023926
	Iteration 31Q: 3 clusters Score -157236.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -157243.671875 Penalty: 730.023926
	Iteration 32Q: 3 clusters Score -157243.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -157248.750000 Penalty: 730.023926
	Iteration 33Q: 3 clusters Score -157248.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -157252.250000 Penalty: 730.023926
	Iteration 34Q: 3 clusters Score -157252.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -157257.250000 Penalty: 730.023926
	Iteration 35Q: 3 clusters Score -157257.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -157257.812500 Penalty: 730.023926
	Iteration 36Q: 3 clusters Score -157257.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -157259.796875 Penalty: 730.023926
	Iteration 37Q: 3 clusters Score -157259.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -157262.734375 Penalty: 730.023926
	Iteration 38Q: 3 clusters Score -157262.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -157267.234375 Penalty: 730.023926
	Iteration 39Q: 3 clusters Score -157267.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -157269.671875 Penalty: 730.023926
	Iteration 40F: 3 clusters Score -157269.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -157272.531250 Penalty: 730.023926
	Iteration 41Q: 3 clusters Score -157272.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -157276.562500 Penalty: 730.023926
	Iteration 42Q: 3 clusters Score -157276.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -157280.453125 Penalty: 730.023926
	Iteration 43Q: 3 clusters Score -157280.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157282.234375 Penalty: 730.023926
	Iteration 44Q: 3 clusters Score -157282.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157285.078125 Penalty: 730.023926
	Iteration 45Q: 3 clusters Score -157285.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -157288.234375 Penalty: 730.023926
	Iteration 46Q: 3 clusters Score -157288.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -157292.281250 Penalty: 730.023926
	Iteration 47Q: 3 clusters Score -157292.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -157294.328125 Penalty: 730.023926
	Iteration 48Q: 3 clusters Score -157294.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -157295.328125 Penalty: 730.023926
	Iteration 49Q: 3 clusters Score -157295.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -157297.671875 Penalty: 730.023926
	Iteration 50Q: 3 clusters Score -157297.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -157300.406250 Penalty: 730.023926
	Iteration 51Q: 3 clusters Score -157300.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -157302.156250 Penalty: 730.023926
	Iteration 52Q: 3 clusters Score -157302.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -157303.640625 Penalty: 730.023926
	Iteration 53Q: 3 clusters Score -157303.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -157306.343750 Penalty: 730.023926
	Iteration 54Q: 3 clusters Score -157306.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -157310.359375 Penalty: 730.023926
	Iteration 55Q: 3 clusters Score -157310.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -157314.640625 Penalty: 730.023926
	Iteration 56Q: 3 clusters Score -157314.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157317.296875 Penalty: 730.023926
	Iteration 57Q: 3 clusters Score -157317.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -157320.828125 Penalty: 730.023926
	Iteration 58Q: 3 clusters Score -157320.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -157327.687500 Penalty: 730.023926
	Iteration 59Q: 3 clusters Score -157327.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -157334.609375 Penalty: 730.023926
	Iteration 60F: 3 clusters Score -157334.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -157343.015625 Penalty: 730.023926
	Iteration 61Q: 3 clusters Score -157343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -157352.765625 Penalty: 730.023926
	Iteration 62Q: 3 clusters Score -157352.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -157363.734375 Penalty: 730.023926
	Iteration 63Q: 3 clusters Score -157363.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -157370.453125 Penalty: 730.023926
	Iteration 64Q: 3 clusters Score -157370.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -157373.875000 Penalty: 730.023926
	Iteration 65Q: 3 clusters Score -157373.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -157377.781250 Penalty: 730.023926
	Iteration 66Q: 3 clusters Score -157377.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -157383.890625 Penalty: 730.023926
	Iteration 67Q: 3 clusters Score -157383.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -157389.671875 Penalty: 730.023926
	Iteration 68Q: 3 clusters Score -157389.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -157394.250000 Penalty: 730.023926
	Iteration 69Q: 3 clusters Score -157394.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -157400.015625 Penalty: 730.023926
	Iteration 70Q: 3 clusters Score -157400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -157406.171875 Penalty: 730.023926
	Iteration 71Q: 3 clusters Score -157406.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -157408.859375 Penalty: 730.023926
	Iteration 72Q: 3 clusters Score -157408.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -157410.984375 Penalty: 730.023926
	Iteration 73Q: 3 clusters Score -157411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -157413.281250 Penalty: 730.023926
	Iteration 74Q: 3 clusters Score -157413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -157413.812500 Penalty: 730.023926
	Iteration 75Q: 3 clusters Score -157413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -157414.156250 Penalty: 730.023926
	Iteration 76Q: 3 clusters Score -157414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -157414.265625 Penalty: 730.023926
	Iteration 77Q: 3 clusters Score -157414.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -157414.265625 Penalty: 730.023926
	Iteration 78F: 3 clusters Score -157414.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -65280.257812 Penalty: 323.163727
	Iteration 0F: 2 clusters Score -65280.26 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 622 members 
Entering Unmasked Estep 
Score: -64342.921875 Penalty: 646.327454
	Iteration 0F: 3 clusters Score -64342.92 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -64600.632812 Penalty: 646.327454
	Iteration 1F: 3 clusters Score -64600.63 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -64665.546875 Penalty: 646.327454
	Iteration 2F: 3 clusters Score -64665.55 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -64717.890625 Penalty: 646.327454
	Iteration 3F: 3 clusters Score -64717.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -64755.003906 Penalty: 646.327454
	Iteration 4Q: 3 clusters Score -64755 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -64784.667969 Penalty: 646.327454
	Iteration 5Q: 3 clusters Score -64784.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -64814.441406 Penalty: 646.327454
	Iteration 6Q: 3 clusters Score -64814.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -64833.109375 Penalty: 646.327454
	Iteration 7Q: 3 clusters Score -64833.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -64851.378906 Penalty: 646.327454
	Iteration 8Q: 3 clusters Score -64851.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -64875.535156 Penalty: 646.327454
	Iteration 9Q: 3 clusters Score -64875.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -64902.535156 Penalty: 646.327454
	Iteration 10Q: 3 clusters Score -64902.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -64920.558594 Penalty: 646.327454
	Iteration 11Q: 3 clusters Score -64920.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -64929.824219 Penalty: 646.327454
	Iteration 12Q: 3 clusters Score -64929.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -64938.160156 Penalty: 646.327454
	Iteration 13Q: 3 clusters Score -64938.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -64945.312500 Penalty: 646.327454
	Iteration 14Q: 3 clusters Score -64945.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -64951.550781 Penalty: 646.327454
	Iteration 15Q: 3 clusters Score -64951.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -64959.253906 Penalty: 646.327454
	Iteration 16Q: 3 clusters Score -64959.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -64968.589844 Penalty: 646.327454
	Iteration 17Q: 3 clusters Score -64968.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -64973.785156 Penalty: 646.327454
	Iteration 18Q: 3 clusters Score -64973.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -64978.062500 Penalty: 646.327454
	Iteration 19Q: 3 clusters Score -64978.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -64982.234375 Penalty: 646.327454
	Iteration 20F: 3 clusters Score -64982.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -64986.039062 Penalty: 646.327454
	Iteration 21Q: 3 clusters Score -64986.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -64991.015625 Penalty: 646.327454
	Iteration 22Q: 3 clusters Score -64991.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -64993.289062 Penalty: 646.327454
	Iteration 23Q: 3 clusters Score -64993.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -64996.105469 Penalty: 646.327454
	Iteration 24Q: 3 clusters Score -64996.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -64997.796875 Penalty: 646.327454
	Iteration 25Q: 3 clusters Score -64997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -64998.613281 Penalty: 646.327454
	Iteration 26Q: 3 clusters Score -64998.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -64999.375000 Penalty: 646.327454
	Iteration 27Q: 3 clusters Score -64999.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -64999.796875 Penalty: 646.327454
	Iteration 28Q: 3 clusters Score -64999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -65000.539062 Penalty: 646.327454
	Iteration 29Q: 3 clusters Score -65000.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -65001.550781 Penalty: 646.327454
	Iteration 30Q: 3 clusters Score -65001.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -65003.585938 Penalty: 646.327454
	Iteration 31Q: 3 clusters Score -65003.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -65007.027344 Penalty: 646.327454
	Iteration 32Q: 3 clusters Score -65007.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -65007.367188 Penalty: 646.327454
	Iteration 33Q: 3 clusters Score -65007.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -65008.066406 Penalty: 646.327454
	Iteration 34Q: 3 clusters Score -65008.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -65008.382812 Penalty: 646.327454
	Iteration 35Q: 3 clusters Score -65008.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -65008.960938 Penalty: 646.327454
	Iteration 36Q: 3 clusters Score -65008.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -65010.222656 Penalty: 646.327454
	Iteration 37Q: 3 clusters Score -65010.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -65011.011719 Penalty: 646.327454
	Iteration 38Q: 3 clusters Score -65011.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -65011.011719 Penalty: 646.327454
	Iteration 39F: 3 clusters Score -65011.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -10625.700195 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -10625.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10232.832031 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -10232.83 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10386.914062 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -10386.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10449.071289 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -10449.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -10467.126953 Penalty: 537.139648
	Iteration 3F: 3 clusters Score -10467.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10481.833984 Penalty: 537.139648
	Iteration 4Q: 3 clusters Score -10481.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10491.793945 Penalty: 537.139648
	Iteration 5Q: 3 clusters Score -10491.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10497.277344 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -10497.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10501.033203 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -10501.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10502.127930 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -10502.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10504.882812 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -10504.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10505.968750 Penalty: 537.139648
	Iteration 10Q: 3 clusters Score -10505.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10506.072266 Penalty: 537.139648
	Iteration 11Q: 3 clusters Score -10506.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10506.072266 Penalty: 537.139648
	Iteration 12F: 3 clusters Score -10506.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -41353.140625 Penalty: 304.092926
	Iteration 0F: 2 clusters Score -41353.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40679.820312 Penalty: 608.185852
	Iteration 0F: 3 clusters Score -40679.82 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40950.500000 Penalty: 608.185852
	Iteration 1F: 3 clusters Score -40950.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41007.023438 Penalty: 608.185852
	Iteration 2F: 3 clusters Score -41007.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41042.839844 Penalty: 608.185852
	Iteration 3F: 3 clusters Score -41042.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41064.265625 Penalty: 608.185852
	Iteration 4Q: 3 clusters Score -41064.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41075.250000 Penalty: 608.185852
	Iteration 5Q: 3 clusters Score -41075.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -41083.878906 Penalty: 608.185852
	Iteration 6Q: 3 clusters Score -41083.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41091.187500 Penalty: 608.185852
	Iteration 7Q: 3 clusters Score -41091.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -41095.339844 Penalty: 608.185852
	Iteration 8Q: 3 clusters Score -41095.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41103.496094 Penalty: 608.185852
	Iteration 9Q: 3 clusters Score -41103.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41112.238281 Penalty: 608.185852
	Iteration 10Q: 3 clusters Score -41112.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -41115.500000 Penalty: 608.185852
	Iteration 11Q: 3 clusters Score -41115.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -41117.007812 Penalty: 608.185852
	Iteration 12Q: 3 clusters Score -41117.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -41118.578125 Penalty: 608.185852
	Iteration 13Q: 3 clusters Score -41118.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -41120.710938 Penalty: 608.185852
	Iteration 14Q: 3 clusters Score -41120.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -41126.792969 Penalty: 608.185852
	Iteration 15Q: 3 clusters Score -41126.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -41129.441406 Penalty: 608.185852
	Iteration 16Q: 3 clusters Score -41129.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -41130.863281 Penalty: 608.185852
	Iteration 17Q: 3 clusters Score -41130.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -41131.835938 Penalty: 608.185852
	Iteration 18Q: 3 clusters Score -41131.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -41132.039062 Penalty: 608.185852
	Iteration 19Q: 3 clusters Score -41132.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -41132.039062 Penalty: 608.185852
	Iteration 20F: 3 clusters Score -41132.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Entering Unmasked Estep 
Score: -468927.125000 Penalty: 409.488281
	Iteration 0F: 2 clusters Score -468927.1 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 4090 members 
Entering Unmasked Estep 
Score: -463508.937500 Penalty: 818.976562
	Iteration 0F: 3 clusters Score -463508.9 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -465659.593750 Penalty: 818.976562
	Iteration 1F: 3 clusters Score -465659.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -465935.187500 Penalty: 818.976562
	Iteration 2F: 3 clusters Score -465935.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -466312.687500 Penalty: 818.976562
	Iteration 3F: 3 clusters Score -466312.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -466707.875000 Penalty: 818.976562
	Iteration 4F: 3 clusters Score -466707.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -467061.875000 Penalty: 818.976562
	Iteration 5F: 3 clusters Score -467061.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -467341.656250 Penalty: 818.976562
	Iteration 6Q: 3 clusters Score -467341.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -467562.937500 Penalty: 818.976562
	Iteration 7Q: 3 clusters Score -467562.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -467726.625000 Penalty: 818.976562
	Iteration 8Q: 3 clusters Score -467726.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -467842.468750 Penalty: 818.976562
	Iteration 9Q: 3 clusters Score -467842.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -467933.218750 Penalty: 818.976562
	Iteration 10Q: 3 clusters Score -467933.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -468025.093750 Penalty: 818.976562
	Iteration 11Q: 3 clusters Score -468025.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -468112.625000 Penalty: 818.976562
	Iteration 12Q: 3 clusters Score -468112.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -468202.656250 Penalty: 818.976562
	Iteration 13Q: 3 clusters Score -468202.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -468286.250000 Penalty: 818.976562
	Iteration 14Q: 3 clusters Score -468286.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -468373.750000 Penalty: 818.976562
	Iteration 15Q: 3 clusters Score -468373.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -468453.375000 Penalty: 818.976562
	Iteration 16Q: 3 clusters Score -468453.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -468526.656250 Penalty: 818.976562
	Iteration 17Q: 3 clusters Score -468526.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -468575.406250 Penalty: 818.976562
	Iteration 18Q: 3 clusters Score -468575.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -468606.281250 Penalty: 818.976562
	Iteration 19Q: 3 clusters Score -468606.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -468631.562500 Penalty: 818.976562
	Iteration 20F: 3 clusters Score -468631.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -468657.968750 Penalty: 818.976562
	Iteration 21Q: 3 clusters Score -468658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -468670.062500 Penalty: 818.976562
	Iteration 22Q: 3 clusters Score -468670.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -468678.875000 Penalty: 818.976562
	Iteration 23Q: 3 clusters Score -468678.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -468687.687500 Penalty: 818.976562
	Iteration 24Q: 3 clusters Score -468687.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -468696.937500 Penalty: 818.976562
	Iteration 25Q: 3 clusters Score -468696.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -468702.937500 Penalty: 818.976562
	Iteration 26Q: 3 clusters Score -468702.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -468704.718750 Penalty: 818.976562
	Iteration 27Q: 3 clusters Score -468704.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -468708.625000 Penalty: 818.976562
	Iteration 28Q: 3 clusters Score -468708.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -468711.750000 Penalty: 818.976562
	Iteration 29Q: 3 clusters Score -468711.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -468712.531250 Penalty: 818.976562
	Iteration 30Q: 3 clusters Score -468712.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -468714.281250 Penalty: 818.976562
	Iteration 31Q: 3 clusters Score -468714.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -468715.875000 Penalty: 818.976562
	Iteration 32Q: 3 clusters Score -468715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -468717.031250 Penalty: 818.976562
	Iteration 33Q: 3 clusters Score -468717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -468717.343750 Penalty: 818.976562
	Iteration 34Q: 3 clusters Score -468717.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -468719.656250 Penalty: 818.976562
	Iteration 35Q: 3 clusters Score -468719.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -468721.125000 Penalty: 818.976562
	Iteration 36Q: 3 clusters Score -468721.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -468722.468750 Penalty: 818.976562
	Iteration 37Q: 3 clusters Score -468722.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -468722.937500 Penalty: 818.976562
	Iteration 38Q: 3 clusters Score -468722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -468724.000000 Penalty: 818.976562
	Iteration 39Q: 3 clusters Score -468724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -468724.000000 Penalty: 818.976562
	Iteration 40F: 3 clusters Score -468724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -3864.932861 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -3864.933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3695.999023 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -3695.999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3729.300537 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -3729.301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3736.537842 Penalty: 407.437653
	Iteration 2Q: 3 clusters Score -3736.538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3738.171387 Penalty: 407.437653
	Iteration 3Q: 3 clusters Score -3738.171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3738.171387 Penalty: 407.437653
	Iteration 4F: 3 clusters Score -3738.171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -15030.268555 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -15030.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14725.187500 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -14725.19 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14864.407227 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -14864.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14899.010742 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -14899.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14917.436523 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -14917.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14933.677734 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -14933.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14938.198242 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -14938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14941.762695 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -14941.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14943.827148 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -14943.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14945.752930 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -14945.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14945.752930 Penalty: 510.461945
	Iteration 9F: 3 clusters Score -14945.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -6254.525391 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -6254.525 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 110 members 
Entering Unmasked Estep 
Score: -5984.293945 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -5984.294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6064.081055 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -6064.081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6081.627930 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -6081.628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6095.033203 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -6095.033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6098.520020 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -6098.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6098.520020 Penalty: 489.150330
	Iteration 5F: 3 clusters Score -6098.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (67 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Entering Unmasked Estep 
Score: -3458.965088 Penalty: 191.313522
	Iteration 0F: 2 clusters Score -3458.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3292.250732 Penalty: 382.627045
	Iteration 0F: 3 clusters Score -3292.251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3334.160889 Penalty: 382.627045
	Iteration 1F: 3 clusters Score -3334.161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3338.817627 Penalty: 382.627045
	Iteration 2Q: 3 clusters Score -3338.818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3338.817627 Penalty: 382.627045
	Iteration 3F: 3 clusters Score -3338.818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -11100.957031 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -11100.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10839.995117 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -10840 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11075.901367 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -11075.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11123.257812 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -11123.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11154.370117 Penalty: 495.653107
	Iteration 3Q: 3 clusters Score -11154.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11187.823242 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -11187.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11230.494141 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -11230.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11230.494141 Penalty: 495.653107
	Iteration 6F: 3 clusters Score -11230.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 146 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6758 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Mstep: Class 58 contains 86 members 
Entering Unmasked Estep 
Score: -10142081.000000 Penalty: 32058.470703
Splitting cluster 33 changes total score from -10142265.000000 to -10142081.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -6663.383789 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -6663.384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6448.880371 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -6448.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6510.848633 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -6510.849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6560.996582 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -6560.997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6600.958496 Penalty: 437.165894
	Iteration 3F: 3 clusters Score -6600.958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6630.891113 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -6630.891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6633.379395 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -6633.379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6635.492676 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -6635.493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6640.199707 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -6640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6641.812012 Penalty: 437.165894
	Iteration 8Q: 3 clusters Score -6641.812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6643.714844 Penalty: 437.165894
	Iteration 9Q: 3 clusters Score -6643.715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6643.714844 Penalty: 437.165894
	Iteration 10F: 3 clusters Score -6643.715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -335330.625000 Penalty: 397.488342
	Iteration 0F: 2 clusters Score -335330.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -331137.406250 Penalty: 794.976685
	Iteration 0F: 3 clusters Score -331137.4 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -332675.750000 Penalty: 794.976685
	Iteration 1F: 3 clusters Score -332675.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -332883.906250 Penalty: 794.976685
	Iteration 2F: 3 clusters Score -332883.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -333116.375000 Penalty: 794.976685
	Iteration 3F: 3 clusters Score -333116.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -333401.156250 Penalty: 794.976685
	Iteration 4F: 3 clusters Score -333401.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -333711.593750 Penalty: 794.976685
	Iteration 5F: 3 clusters Score -333711.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -334036.687500 Penalty: 794.976685
	Iteration 6F: 3 clusters Score -334036.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -334319.843750 Penalty: 794.976685
	Iteration 7F: 3 clusters Score -334319.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -334529.343750 Penalty: 794.976685
	Iteration 8Q: 3 clusters Score -334529.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -334658.375000 Penalty: 794.976685
	Iteration 9Q: 3 clusters Score -334658.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -334739.937500 Penalty: 794.976685
	Iteration 10Q: 3 clusters Score -334739.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -334805.437500 Penalty: 794.976685
	Iteration 11Q: 3 clusters Score -334805.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -334857.406250 Penalty: 794.976685
	Iteration 12Q: 3 clusters Score -334857.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -334896.812500 Penalty: 794.976685
	Iteration 13Q: 3 clusters Score -334896.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -334924.875000 Penalty: 794.976685
	Iteration 14Q: 3 clusters Score -334924.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -334947.000000 Penalty: 794.976685
	Iteration 15Q: 3 clusters Score -334947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -334970.562500 Penalty: 794.976685
	Iteration 16Q: 3 clusters Score -334970.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -334978.812500 Penalty: 794.976685
	Iteration 17Q: 3 clusters Score -334978.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -334981.437500 Penalty: 794.976685
	Iteration 18Q: 3 clusters Score -334981.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -334983.687500 Penalty: 794.976685
	Iteration 19Q: 3 clusters Score -334983.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -334986.625000 Penalty: 794.976685
	Iteration 20F: 3 clusters Score -334986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -334988.625000 Penalty: 794.976685
	Iteration 21Q: 3 clusters Score -334988.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -334992.718750 Penalty: 794.976685
	Iteration 22Q: 3 clusters Score -334992.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -334996.937500 Penalty: 794.976685
	Iteration 23Q: 3 clusters Score -334996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -335000.468750 Penalty: 794.976685
	Iteration 24Q: 3 clusters Score -335000.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -335005.031250 Penalty: 794.976685
	Iteration 25Q: 3 clusters Score -335005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -335007.250000 Penalty: 794.976685
	Iteration 26Q: 3 clusters Score -335007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -335008.750000 Penalty: 794.976685
	Iteration 27Q: 3 clusters Score -335008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -335011.812500 Penalty: 794.976685
	Iteration 28Q: 3 clusters Score -335011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -335012.687500 Penalty: 794.976685
	Iteration 29Q: 3 clusters Score -335012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -335016.593750 Penalty: 794.976685
	Iteration 30Q: 3 clusters Score -335016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -335019.437500 Penalty: 794.976685
	Iteration 31Q: 3 clusters Score -335019.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -335021.375000 Penalty: 794.976685
	Iteration 32Q: 3 clusters Score -335021.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -335023.687500 Penalty: 794.976685
	Iteration 33Q: 3 clusters Score -335023.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -335026.187500 Penalty: 794.976685
	Iteration 34Q: 3 clusters Score -335026.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -335028.093750 Penalty: 794.976685
	Iteration 35Q: 3 clusters Score -335028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -335030.125000 Penalty: 794.976685
	Iteration 36Q: 3 clusters Score -335030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -335031.437500 Penalty: 794.976685
	Iteration 37Q: 3 clusters Score -335031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -335031.281250 Penalty: 794.976685
	Iteration 38Q: 3 clusters Score -335031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -335031.843750 Penalty: 794.976685
	Iteration 39Q: 3 clusters Score -335031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -335031.843750 Penalty: 794.976685
	Iteration 40F: 3 clusters Score -335031.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -5650.574707 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -5650.575 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 65 members 
Entering Unmasked Estep 
Score: -5435.137207 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -5435.137 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5506.365234 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -5506.365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5536.765625 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -5536.766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5544.716309 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -5544.716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5550.895996 Penalty: 458.951691
	Iteration 4Q: 3 clusters Score -5550.896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5556.413574 Penalty: 458.951691
	Iteration 5Q: 3 clusters Score -5556.414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5562.115234 Penalty: 458.951691
	Iteration 6Q: 3 clusters Score -5562.115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5572.930664 Penalty: 458.951691
	Iteration 7Q: 3 clusters Score -5572.931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5573.563477 Penalty: 458.951691
	Iteration 8Q: 3 clusters Score -5573.563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5573.903809 Penalty: 458.951691
	Iteration 9Q: 3 clusters Score -5573.904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5573.903809 Penalty: 458.951691
	Iteration 10F: 3 clusters Score -5573.904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -34326.703125 Penalty: 291.961334
	Iteration 0F: 2 clusters Score -34326.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33794.445312 Penalty: 583.922668
	Iteration 0F: 3 clusters Score -33794.45 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -34042.472656 Penalty: 583.922668
	Iteration 1F: 3 clusters Score -34042.47 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34162.343750 Penalty: 583.922668
	Iteration 2F: 3 clusters Score -34162.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -34207.605469 Penalty: 583.922668
	Iteration 3F: 3 clusters Score -34207.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34228.031250 Penalty: 583.922668
	Iteration 4Q: 3 clusters Score -34228.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34248.437500 Penalty: 583.922668
	Iteration 5Q: 3 clusters Score -34248.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34258.109375 Penalty: 583.922668
	Iteration 6Q: 3 clusters Score -34258.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34268.476562 Penalty: 583.922668
	Iteration 7Q: 3 clusters Score -34268.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34286.062500 Penalty: 583.922668
	Iteration 8Q: 3 clusters Score -34286.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34297.882812 Penalty: 583.922668
	Iteration 9Q: 3 clusters Score -34297.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34307.582031 Penalty: 583.922668
	Iteration 10Q: 3 clusters Score -34307.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34313.281250 Penalty: 583.922668
	Iteration 11Q: 3 clusters Score -34313.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34319.687500 Penalty: 583.922668
	Iteration 12Q: 3 clusters Score -34319.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34320.917969 Penalty: 583.922668
	Iteration 13Q: 3 clusters Score -34320.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34321.757812 Penalty: 583.922668
	Iteration 14Q: 3 clusters Score -34321.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34322.445312 Penalty: 583.922668
	Iteration 15Q: 3 clusters Score -34322.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34329.984375 Penalty: 583.922668
	Iteration 16Q: 3 clusters Score -34329.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34336.855469 Penalty: 583.922668
	Iteration 17Q: 3 clusters Score -34336.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34340.636719 Penalty: 583.922668
	Iteration 18Q: 3 clusters Score -34340.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34348.492188 Penalty: 583.922668
	Iteration 19Q: 3 clusters Score -34348.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34359.250000 Penalty: 583.922668
	Iteration 20F: 3 clusters Score -34359.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34363.093750 Penalty: 583.922668
	Iteration 21Q: 3 clusters Score -34363.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34363.500000 Penalty: 583.922668
	Iteration 22Q: 3 clusters Score -34363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34363.500000 Penalty: 583.922668
	Iteration 23F: 3 clusters Score -34363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6758 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Mstep: Class 58 contains 244 members 
Entering Unmasked Estep 
Score: -10142033.000000 Penalty: 32058.470703
Splitting cluster 37 changes total score from -10142265.000000 to -10142033.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -164722.500000 Penalty: 362.809937
	Iteration 0F: 2 clusters Score -164722.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -162687.031250 Penalty: 725.619873
	Iteration 0F: 3 clusters Score -162687 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -163434.046875 Penalty: 725.619873
	Iteration 1F: 3 clusters Score -163434 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -163587.125000 Penalty: 725.619873
	Iteration 2F: 3 clusters Score -163587.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -163728.875000 Penalty: 725.619873
	Iteration 3F: 3 clusters Score -163728.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -163869.906250 Penalty: 725.619873
	Iteration 4F: 3 clusters Score -163869.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -164022.515625 Penalty: 725.619873
	Iteration 5F: 3 clusters Score -164022.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -164217.046875 Penalty: 725.619873
	Iteration 6F: 3 clusters Score -164217 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -164378.281250 Penalty: 725.619873
	Iteration 7F: 3 clusters Score -164378.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -164464.156250 Penalty: 725.619873
	Iteration 8Q: 3 clusters Score -164464.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -164507.843750 Penalty: 725.619873
	Iteration 9Q: 3 clusters Score -164507.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -164530.281250 Penalty: 725.619873
	Iteration 10Q: 3 clusters Score -164530.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -164547.718750 Penalty: 725.619873
	Iteration 11Q: 3 clusters Score -164547.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -164557.593750 Penalty: 725.619873
	Iteration 12Q: 3 clusters Score -164557.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -164566.703125 Penalty: 725.619873
	Iteration 13Q: 3 clusters Score -164566.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -164571.453125 Penalty: 725.619873
	Iteration 14Q: 3 clusters Score -164571.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -164576.359375 Penalty: 725.619873
	Iteration 15Q: 3 clusters Score -164576.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -164582.843750 Penalty: 725.619873
	Iteration 16Q: 3 clusters Score -164582.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -164589.656250 Penalty: 725.619873
	Iteration 17Q: 3 clusters Score -164589.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -164597.296875 Penalty: 725.619873
	Iteration 18Q: 3 clusters Score -164597.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -164600.062500 Penalty: 725.619873
	Iteration 19Q: 3 clusters Score -164600.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -164601.171875 Penalty: 725.619873
	Iteration 20F: 3 clusters Score -164601.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -164601.890625 Penalty: 725.619873
	Iteration 21Q: 3 clusters Score -164601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -164602.218750 Penalty: 725.619873
	Iteration 22Q: 3 clusters Score -164602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -164602.234375 Penalty: 725.619873
	Iteration 23Q: 3 clusters Score -164602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -164603.046875 Penalty: 725.619873
	Iteration 24Q: 3 clusters Score -164603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -164603.046875 Penalty: 725.619873
	Iteration 25Q: 3 clusters Score -164603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -164603.046875 Penalty: 725.619873
	Iteration 26F: 3 clusters Score -164603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (76 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Entering Unmasked Estep 
Score: -4416.490234 Penalty: 197.048370
	Iteration 0F: 2 clusters Score -4416.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4241.828125 Penalty: 394.096741
	Iteration 0F: 3 clusters Score -4241.828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4272.727539 Penalty: 394.096741
	Iteration 1F: 3 clusters Score -4272.728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4276.973145 Penalty: 394.096741
	Iteration 2Q: 3 clusters Score -4276.973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4276.973145 Penalty: 394.096741
	Iteration 3F: 3 clusters Score -4276.973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -351244.406250 Penalty: 401.240936
	Iteration 0F: 2 clusters Score -351244.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -346747.718750 Penalty: 802.481873
	Iteration 0F: 3 clusters Score -346747.7 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -348800.562500 Penalty: 802.481873
	Iteration 1F: 3 clusters Score -348800.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -349141.562500 Penalty: 802.481873
	Iteration 2F: 3 clusters Score -349141.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -349354.125000 Penalty: 802.481873
	Iteration 3F: 3 clusters Score -349354.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -349487.968750 Penalty: 802.481873
	Iteration 4F: 3 clusters Score -349488 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -349586.250000 Penalty: 802.481873
	Iteration 5Q: 3 clusters Score -349586.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -349666.750000 Penalty: 802.481873
	Iteration 6Q: 3 clusters Score -349666.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -349760.875000 Penalty: 802.481873
	Iteration 7Q: 3 clusters Score -349760.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -349873.500000 Penalty: 802.481873
	Iteration 8Q: 3 clusters Score -349873.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -350003.750000 Penalty: 802.481873
	Iteration 9Q: 3 clusters Score -350003.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -350119.968750 Penalty: 802.481873
	Iteration 10Q: 3 clusters Score -350120 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -350228.906250 Penalty: 802.481873
	Iteration 11Q: 3 clusters Score -350228.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -350351.468750 Penalty: 802.481873
	Iteration 12Q: 3 clusters Score -350351.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -350505.875000 Penalty: 802.481873
	Iteration 13Q: 3 clusters Score -350505.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -350678.187500 Penalty: 802.481873
	Iteration 14Q: 3 clusters Score -350678.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -350810.125000 Penalty: 802.481873
	Iteration 15Q: 3 clusters Score -350810.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -350892.500000 Penalty: 802.481873
	Iteration 16Q: 3 clusters Score -350892.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -350978.531250 Penalty: 802.481873
	Iteration 17Q: 3 clusters Score -350978.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -351075.312500 Penalty: 802.481873
	Iteration 18Q: 3 clusters Score -351075.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -351134.062500 Penalty: 802.481873
	Iteration 19Q: 3 clusters Score -351134.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -351179.750000 Penalty: 802.481873
	Iteration 20F: 3 clusters Score -351179.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -351215.187500 Penalty: 802.481873
	Iteration 21Q: 3 clusters Score -351215.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -351238.500000 Penalty: 802.481873
	Iteration 22Q: 3 clusters Score -351238.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -351257.656250 Penalty: 802.481873
	Iteration 23Q: 3 clusters Score -351257.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -351275.906250 Penalty: 802.481873
	Iteration 24Q: 3 clusters Score -351275.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -351288.531250 Penalty: 802.481873
	Iteration 25Q: 3 clusters Score -351288.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -351295.125000 Penalty: 802.481873
	Iteration 26Q: 3 clusters Score -351295.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -351302.906250 Penalty: 802.481873
	Iteration 27Q: 3 clusters Score -351302.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -351309.593750 Penalty: 802.481873
	Iteration 28Q: 3 clusters Score -351309.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -351324.250000 Penalty: 802.481873
	Iteration 29Q: 3 clusters Score -351324.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -351343.062500 Penalty: 802.481873
	Iteration 30Q: 3 clusters Score -351343.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -351354.312500 Penalty: 802.481873
	Iteration 31Q: 3 clusters Score -351354.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -351365.125000 Penalty: 802.481873
	Iteration 32Q: 3 clusters Score -351365.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -351368.187500 Penalty: 802.481873
	Iteration 33Q: 3 clusters Score -351368.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -351372.187500 Penalty: 802.481873
	Iteration 34Q: 3 clusters Score -351372.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -351375.468750 Penalty: 802.481873
	Iteration 35Q: 3 clusters Score -351375.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -351377.718750 Penalty: 802.481873
	Iteration 36Q: 3 clusters Score -351377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -351378.250000 Penalty: 802.481873
	Iteration 37Q: 3 clusters Score -351378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -351378.500000 Penalty: 802.481873
	Iteration 38Q: 3 clusters Score -351378.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -351378.500000 Penalty: 802.481873
	Iteration 39F: 3 clusters Score -351378.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 299 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Mstep: Class 58 contains 6459 members 
Entering Unmasked Estep 
Score: -10142257.000000 Penalty: 32058.470703
Splitting cluster 40 changes total score from -10142265.000000 to -10142257.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -5092.184570 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -5092.185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4897.698242 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -4897.698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4934.268066 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -4934.268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4963.991211 Penalty: 412.466553
	Iteration 2F: 3 clusters Score -4963.991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4967.165039 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -4967.165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4970.799805 Penalty: 412.466553
	Iteration 4Q: 3 clusters Score -4970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4972.862305 Penalty: 412.466553
	Iteration 5Q: 3 clusters Score -4972.862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4972.862305 Penalty: 412.466553
	Iteration 6F: 3 clusters Score -4972.862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -12516.885742 Penalty: 256.867828
	Iteration 0F: 2 clusters Score -12516.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12199.413086 Penalty: 513.735657
	Iteration 0F: 3 clusters Score -12199.41 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12373.700195 Penalty: 513.735657
	Iteration 1F: 3 clusters Score -12373.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12410.664062 Penalty: 513.735657
	Iteration 2F: 3 clusters Score -12410.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12424.643555 Penalty: 513.735657
	Iteration 3Q: 3 clusters Score -12424.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12431.494141 Penalty: 513.735657
	Iteration 4Q: 3 clusters Score -12431.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12432.384766 Penalty: 513.735657
	Iteration 5Q: 3 clusters Score -12432.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12433.411133 Penalty: 513.735657
	Iteration 6Q: 3 clusters Score -12433.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12433.411133 Penalty: 513.735657
	Iteration 7F: 3 clusters Score -12433.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -16533.203125 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -16533.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16177.574219 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -16177.57 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16307.875977 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -16307.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16364.257812 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -16364.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16408.703125 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -16408.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16436.591797 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -16436.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16447.412109 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -16447.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16449.658203 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -16449.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16450.046875 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -16450.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16450.046875 Penalty: 522.321167
	Iteration 8F: 3 clusters Score -16450.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -24505.039062 Penalty: 273.176880
	Iteration 0F: 2 clusters Score -24505.04 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 207 members 
Entering Unmasked Estep 
Score: -24075.162109 Penalty: 546.353760
	Iteration 0F: 3 clusters Score -24075.16 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24245.644531 Penalty: 546.353760
	Iteration 1F: 3 clusters Score -24245.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24357.441406 Penalty: 546.353760
	Iteration 2F: 3 clusters Score -24357.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24448.820312 Penalty: 546.353760
	Iteration 3F: 3 clusters Score -24448.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24509.406250 Penalty: 546.353760
	Iteration 4F: 3 clusters Score -24509.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24548.525391 Penalty: 546.353760
	Iteration 5F: 3 clusters Score -24548.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24570.697266 Penalty: 546.353760
	Iteration 6Q: 3 clusters Score -24570.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24577.613281 Penalty: 546.353760
	Iteration 7Q: 3 clusters Score -24577.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24577.613281 Penalty: 546.353760
	Iteration 8F: 3 clusters Score -24577.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6758 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 242 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Mstep: Class 58 contains 163 members 
Entering Unmasked Estep 
Score: -10142063.000000 Penalty: 32058.470703
Splitting cluster 44 changes total score from -10142265.000000 to -10142063.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -9400.007812 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -9400.008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9139.304688 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -9139.305 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9232.659180 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -9232.659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9265.574219 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -9265.574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9298.452148 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -9298.452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9315.016602 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -9315.017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9327.588867 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -9327.589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9347.384766 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -9347.385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9368.967773 Penalty: 472.559082
	Iteration 7Q: 3 clusters Score -9368.968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9393.551758 Penalty: 472.559082
	Iteration 8Q: 3 clusters Score -9393.552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9419.750000 Penalty: 472.559082
	Iteration 9Q: 3 clusters Score -9419.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9444.905273 Penalty: 472.559082
	Iteration 10Q: 3 clusters Score -9444.905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9452.055664 Penalty: 472.559082
	Iteration 11Q: 3 clusters Score -9452.056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9452.055664 Penalty: 472.559082
	Iteration 12F: 3 clusters Score -9452.056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6758 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 107 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Mstep: Class 58 contains 73 members 
Entering Unmasked Estep 
Score: -10142003.000000 Penalty: 32058.470703
Splitting cluster 45 changes total score from -10142265.000000 to -10142003.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -7668.526855 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -7668.527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7427.468750 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -7427.469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7492.261719 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -7492.262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7513.644043 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -7513.644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7529.059570 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -7529.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7535.900391 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -7535.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7535.900391 Penalty: 459.536926
	Iteration 5F: 3 clusters Score -7535.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -4367.482422 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -4367.482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4185.878906 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -4185.879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4216.822266 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -4216.822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4227.799805 Penalty: 397.619751
	Iteration 2Q: 3 clusters Score -4227.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4227.799805 Penalty: 397.619751
	Iteration 3F: 3 clusters Score -4227.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -4666.849609 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -4666.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4496.891602 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -4496.892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4544.333496 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -4544.333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4556.720215 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -4556.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4563.609375 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -4563.609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4564.619629 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -4564.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4564.619629 Penalty: 429.383392
	Iteration 5F: 3 clusters Score -4564.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -73068.429688 Penalty: 328.693115
	Iteration 0F: 2 clusters Score -73068.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -72064.210938 Penalty: 657.386230
	Iteration 0F: 3 clusters Score -72064.21 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -72555.398438 Penalty: 657.386230
	Iteration 1F: 3 clusters Score -72555.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -72700.945312 Penalty: 657.386230
	Iteration 2F: 3 clusters Score -72700.95 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -72799.554688 Penalty: 657.386230
	Iteration 3F: 3 clusters Score -72799.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -72846.304688 Penalty: 657.386230
	Iteration 4Q: 3 clusters Score -72846.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -72872.679688 Penalty: 657.386230
	Iteration 5Q: 3 clusters Score -72872.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -72900.195312 Penalty: 657.386230
	Iteration 6Q: 3 clusters Score -72900.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -72917.132812 Penalty: 657.386230
	Iteration 7Q: 3 clusters Score -72917.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -72933.648438 Penalty: 657.386230
	Iteration 8Q: 3 clusters Score -72933.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -72946.335938 Penalty: 657.386230
	Iteration 9Q: 3 clusters Score -72946.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -72953.617188 Penalty: 657.386230
	Iteration 10Q: 3 clusters Score -72953.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -72959.695312 Penalty: 657.386230
	Iteration 11Q: 3 clusters Score -72959.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -72962.945312 Penalty: 657.386230
	Iteration 12Q: 3 clusters Score -72962.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -72965.562500 Penalty: 657.386230
	Iteration 13Q: 3 clusters Score -72965.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -72969.250000 Penalty: 657.386230
	Iteration 14Q: 3 clusters Score -72969.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -72972.781250 Penalty: 657.386230
	Iteration 15Q: 3 clusters Score -72972.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -72976.914062 Penalty: 657.386230
	Iteration 16Q: 3 clusters Score -72976.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -72980.984375 Penalty: 657.386230
	Iteration 17Q: 3 clusters Score -72980.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -72985.250000 Penalty: 657.386230
	Iteration 18Q: 3 clusters Score -72985.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -72989.468750 Penalty: 657.386230
	Iteration 19Q: 3 clusters Score -72989.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -72997.992188 Penalty: 657.386230
	Iteration 20F: 3 clusters Score -72997.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -73005.265625 Penalty: 657.386230
	Iteration 21Q: 3 clusters Score -73005.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -73010.921875 Penalty: 657.386230
	Iteration 22Q: 3 clusters Score -73010.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -73015.500000 Penalty: 657.386230
	Iteration 23Q: 3 clusters Score -73015.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -73020.203125 Penalty: 657.386230
	Iteration 24Q: 3 clusters Score -73020.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -73026.320312 Penalty: 657.386230
	Iteration 25Q: 3 clusters Score -73026.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -73028.101562 Penalty: 657.386230
	Iteration 26Q: 3 clusters Score -73028.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -73028.976562 Penalty: 657.386230
	Iteration 27Q: 3 clusters Score -73028.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -73029.390625 Penalty: 657.386230
	Iteration 28Q: 3 clusters Score -73029.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -73029.390625 Penalty: 657.386230
	Iteration 29F: 3 clusters Score -73029.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -23598.408203 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -23598.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23149.837891 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -23149.84 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23353.437500 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -23353.44 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23470.640625 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -23470.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23558.865234 Penalty: 552.226746
	Iteration 3F: 3 clusters Score -23558.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23591.578125 Penalty: 552.226746
	Iteration 4Q: 3 clusters Score -23591.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23600.945312 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -23600.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23604.148438 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -23604.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23607.257812 Penalty: 552.226746
	Iteration 7Q: 3 clusters Score -23607.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23608.353516 Penalty: 552.226746
	Iteration 8Q: 3 clusters Score -23608.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23609.072266 Penalty: 552.226746
	Iteration 9Q: 3 clusters Score -23609.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23609.425781 Penalty: 552.226746
	Iteration 10Q: 3 clusters Score -23609.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23611.767578 Penalty: 552.226746
	Iteration 11Q: 3 clusters Score -23611.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23616.144531 Penalty: 552.226746
	Iteration 12Q: 3 clusters Score -23616.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23617.804688 Penalty: 552.226746
	Iteration 13Q: 3 clusters Score -23617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23618.300781 Penalty: 552.226746
	Iteration 14Q: 3 clusters Score -23618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23620.646484 Penalty: 552.226746
	Iteration 15Q: 3 clusters Score -23620.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23625.761719 Penalty: 552.226746
	Iteration 16Q: 3 clusters Score -23625.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23643.322266 Penalty: 552.226746
	Iteration 17Q: 3 clusters Score -23643.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23670.425781 Penalty: 552.226746
	Iteration 18Q: 3 clusters Score -23670.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23681.910156 Penalty: 552.226746
	Iteration 19Q: 3 clusters Score -23681.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23699.955078 Penalty: 552.226746
	Iteration 20F: 3 clusters Score -23699.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23736.314453 Penalty: 552.226746
	Iteration 21Q: 3 clusters Score -23736.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23780.494141 Penalty: 552.226746
	Iteration 22Q: 3 clusters Score -23780.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23791.357422 Penalty: 552.226746
	Iteration 23Q: 3 clusters Score -23791.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23801.207031 Penalty: 552.226746
	Iteration 24Q: 3 clusters Score -23801.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23831.966797 Penalty: 552.226746
	Iteration 25Q: 3 clusters Score -23831.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23857.921875 Penalty: 552.226746
	Iteration 26Q: 3 clusters Score -23857.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23857.921875 Penalty: 552.226746
	Iteration 27F: 3 clusters Score -23857.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 235 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 366 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 206 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 88 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 67 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 122 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 2904 members 
Mstep: Class 39 contains 76 members 
Mstep: Class 40 contains 6758 members 
Mstep: Class 41 contains 93 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 180 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 79 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 896 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 117 members 
Mstep: Class 57 contains 162 members 
Mstep: Class 58 contains 119 members 
Entering Unmasked Estep 
Score: -10142249.000000 Penalty: 32058.470703
Splitting cluster 50 changes total score from -10142265.000000 to -10142249.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -17082.347656 Penalty: 259.824432
	Iteration 0F: 2 clusters Score -17082.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16719.841797 Penalty: 519.648865
	Iteration 0F: 3 clusters Score -16719.84 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16829.263672 Penalty: 519.648865
	Iteration 1F: 3 clusters Score -16829.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16852.078125 Penalty: 519.648865
	Iteration 2F: 3 clusters Score -16852.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16860.085938 Penalty: 519.648865
	Iteration 3Q: 3 clusters Score -16860.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16868.257812 Penalty: 519.648865
	Iteration 4Q: 3 clusters Score -16868.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16874.472656 Penalty: 519.648865
	Iteration 5Q: 3 clusters Score -16874.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16877.460938 Penalty: 519.648865
	Iteration 6Q: 3 clusters Score -16877.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16882.896484 Penalty: 519.648865
	Iteration 7Q: 3 clusters Score -16882.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16885.291016 Penalty: 519.648865
	Iteration 8Q: 3 clusters Score -16885.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16886.646484 Penalty: 519.648865
	Iteration 9Q: 3 clusters Score -16886.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16889.958984 Penalty: 519.648865
	Iteration 10Q: 3 clusters Score -16889.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16890.220703 Penalty: 519.648865
	Iteration 11Q: 3 clusters Score -16890.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16890.220703 Penalty: 519.648865
	Iteration 12F: 3 clusters Score -16890.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -46122.675781 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -46122.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -45385.937500 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -45385.94 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -45687.425781 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -45687.43 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -45771.179688 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -45771.18 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -45833.058594 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -45833.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -45874.593750 Penalty: 618.612549
	Iteration 4Q: 3 clusters Score -45874.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -45895.164062 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -45895.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -45906.898438 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -45906.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -45917.933594 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -45917.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -45922.425781 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -45922.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -45925.808594 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -45925.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45927.410156 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -45927.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45928.605469 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -45928.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45930.246094 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -45930.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -45935.203125 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -45935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -45938.808594 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -45938.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45943.000000 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -45943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -45946.578125 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -45946.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -45951.062500 Penalty: 618.612549
	Iteration 17Q: 3 clusters Score -45951.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -45955.875000 Penalty: 618.612549
	Iteration 18Q: 3 clusters Score -45955.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -45958.234375 Penalty: 618.612549
	Iteration 19Q: 3 clusters Score -45958.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45958.707031 Penalty: 618.612549
	Iteration 20F: 3 clusters Score -45958.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -45960.222656 Penalty: 618.612549
	Iteration 21Q: 3 clusters Score -45960.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -45961.757812 Penalty: 618.612549
	Iteration 22Q: 3 clusters Score -45961.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45963.605469 Penalty: 618.612549
	Iteration 23Q: 3 clusters Score -45963.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45964.527344 Penalty: 618.612549
	Iteration 24Q: 3 clusters Score -45964.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45964.812500 Penalty: 618.612549
	Iteration 25Q: 3 clusters Score -45964.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45964.992188 Penalty: 618.612549
	Iteration 26Q: 3 clusters Score -45964.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45964.992188 Penalty: 618.612549
	Iteration 27F: 3 clusters Score -45964.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -22190.853516 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -22190.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21762.607422 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -21762.61 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21905.162109 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -21905.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21984.888672 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -21984.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22026.851562 Penalty: 550.310913
	Iteration 3F: 3 clusters Score -22026.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22065.865234 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -22065.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22073.500000 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -22073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22075.205078 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -22075.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22075.826172 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -22075.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22075.826172 Penalty: 550.310913
	Iteration 8F: 3 clusters Score -22075.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -17201.175781 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -17201.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16840.789062 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -16840.79 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16950.912109 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -16950.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16996.542969 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -16996.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17031.400391 Penalty: 523.484131
	Iteration 3F: 3 clusters Score -17031.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17095.501953 Penalty: 523.484131
	Iteration 4F: 3 clusters Score -17095.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17138.980469 Penalty: 523.484131
	Iteration 5F: 3 clusters Score -17138.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17156.164062 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -17156.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17175.902344 Penalty: 523.484131
	Iteration 7Q: 3 clusters Score -17175.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17186.623047 Penalty: 523.484131
	Iteration 8Q: 3 clusters Score -17186.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17190.908203 Penalty: 523.484131
	Iteration 9Q: 3 clusters Score -17190.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17191.294922 Penalty: 523.484131
	Iteration 10Q: 3 clusters Score -17191.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17191.294922 Penalty: 523.484131
	Iteration 11F: 3 clusters Score -17191.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -8404.854492 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -8404.854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8157.139160 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -8157.139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8204.259766 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -8204.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8221.003906 Penalty: 457.173126
	Iteration 2Q: 3 clusters Score -8221.004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8222.335938 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -8222.336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8222.335938 Penalty: 457.173126
	Iteration 4F: 3 clusters Score -8222.336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -6399.288574 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -6399.289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6163.742676 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -6163.743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6210.582520 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -6210.583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6221.537598 Penalty: 433.357849
	Iteration 2Q: 3 clusters Score -6221.538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6226.580566 Penalty: 433.357849
	Iteration 3Q: 3 clusters Score -6226.581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6235.694336 Penalty: 433.357849
	Iteration 4Q: 3 clusters Score -6235.694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6245.270508 Penalty: 433.357849
	Iteration 5Q: 3 clusters Score -6245.271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6257.383301 Penalty: 433.357849
	Iteration 6Q: 3 clusters Score -6257.383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6261.712891 Penalty: 433.357849
	Iteration 7Q: 3 clusters Score -6261.713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6268.131836 Penalty: 433.357849
	Iteration 8Q: 3 clusters Score -6268.132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6268.131836 Penalty: 433.357849
	Iteration 9F: 3 clusters Score -6268.132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -7811.596191 Penalty: 231.485641
	Iteration 0F: 2 clusters Score -7811.596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7568.764160 Penalty: 462.971283
	Iteration 0F: 3 clusters Score -7568.764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7652.909180 Penalty: 462.971283
	Iteration 1F: 3 clusters Score -7652.909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7702.408691 Penalty: 462.971283
	Iteration 2F: 3 clusters Score -7702.409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7729.286133 Penalty: 462.971283
	Iteration 3Q: 3 clusters Score -7729.286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7733.437012 Penalty: 462.971283
	Iteration 4Q: 3 clusters Score -7733.437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7734.592285 Penalty: 462.971283
	Iteration 5Q: 3 clusters Score -7734.592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7735.891602 Penalty: 462.971283
	Iteration 6Q: 3 clusters Score -7735.892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7735.891602 Penalty: 462.971283
	Iteration 7F: 3 clusters Score -7735.892 nChanged 0
25->58 Clusters: Score -10142265.000000, best is -10144145.000000

Main iterations: 1201 (time per=3152.023379ms)
Total iterations: 39629 (time per=95.525501ms)
Iterations metric 2: 106094534656.000000 (time per=35.681198ns)
Iterations metric 3: 1273223446528.000000 (time per=2973.225233ps)

That took 3785.580078 seconds.
